The Role of Curtain Wall Design on Reducing Thermal Bridges and Energy Consumption in Building Located in Hot Arid Climate
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Abstract Heat transport is facilitated by thermal bridges, which raises air conditioning demands. The influence of thermal bridges and their detrimental effects on building energy efficiency are the main scope of this study. This study intends to identify and present the most effective design for curtain wall facades located in hot arid climate to reduce thermal bridge and enhance energy consumption. Based on previous studies, the five main variables affecting the percentage of thermal bridges in building facades are window wall ratio, glazing type, frame U-value, thermal Break, window wall ratio and system joint thermal insulation. In this study five scenarios using different curtain wall facades design for the five parameters were applied and simulated using design builder software for an existing office building located in Egypt as an example for hot arid climate. Results showed that scenario four is the most effective design for curtain wall facade which reduced thermal bridge up to 50% in hot arid climate. The design of case scenario four consists of double low-e glazing, frame made of aluminum with a thermal break, and 40% is the window to wall ratio, which reduced the energy consumption by 19247.96 kwh/month.
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The Role of Curtain Wall Design on Reducing Thermal Bridges and Energy Consumption in Building Located in Hot Arid Climate | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article The Role of Curtain Wall Design on Reducing Thermal Bridges and Energy Consumption in Building Located in Hot Arid Climate Bassma Talal, Ayman Hassan Mahmoud, Rania Rushdy Moussa This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4195495/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Heat transport is facilitated by thermal bridges, which raises air conditioning demands. The influence of thermal bridges and their detrimental effects on building energy efficiency are the main scope of this study. This study intends to identify and present the most effective design for curtain wall facades located in hot arid climate to reduce thermal bridge and enhance energy consumption. Based on previous studies, the five main variables affecting the percentage of thermal bridges in building facades are window wall ratio, glazing type, frame U-value, thermal Break, window wall ratio and system joint thermal insulation. In this study five scenarios using different curtain wall facades design for the five parameters were applied and simulated using design builder software for an existing office building located in Egypt as an example for hot arid climate. Results showed that scenario four is the most effective design for curtain wall facade which reduced thermal bridge up to 50% in hot arid climate. The design of case scenario four consists of double low-e glazing, frame made of aluminum with a thermal break, and 40% is the window to wall ratio, which reduced the energy consumption by 19247.96 kwh/month. Earth and environmental sciences/Environmental sciences Physical sciences/Engineering Thermal bridge Thermal comfort energy consumption Curtain walls Figures Figure 1 Figure 2 Figure 3 1. INTRODUCTION Globally, there is an increasing demand for more energy efficient buildings, since the built environment produce 30% of the global greenhouse gas emissions, 31% of all generated waste and 40% of energy use (Moussa & Elsawaf, 2022 ). Furthermore, buildings contribute with a 6.5% share of the world economy (Moussa, 2022 ). Over the past ten years, efforts have been made to improve the sustainability of buildings towards environmental and economic impacts (Fouad et al., 2023 ). The building envelope includes energy efficient glazing facades, cladding materials and thermal insulation materials which are the most important contributors to reduce the energy demand and thus enhance building’s energy performance (Micheal & Moussa, 2022 ; Moawad & Moussa, 2023 ). It is constructed to protect the building from environmental conditions by acting as a thermal barrier while providing thermal comfort to inhabitants. Thermal bridges are the primary cause of heat losses and gain through the insulated building envelope in modern architecture (Zheng et al., 2024 ), which leads to increasing energy consumption in buildings used for cooling and heating purposes. In developed countries, residential and commercial buildings consume almost 30% of the total energy consumption. Therefore, the design of building envelopes affects energy consumption (Shams et al., 2021 ). The aim of this research is to analyze the effect of five cases scenarios of Curtain wall façade design toward the reduction of thermal bridges and the thermal energy performance of buildings located in hot arid climate as shown in Fig. 1. 2. THERMAL BRIDGE The increasing greenhouse gas (GHG) emissions have become a global concern over the past century. Countries all over the world have made many attempts to reduce greenhouse gases globally. In 2019–2020, the building sector in Egypt has produced almost 16.4 million metric tons of CO 2 emissions (Liu et al., 2024 ; Moussa, 2022 b). In Egypt, more than 64% of the energy consumed in building is for cooling purposes (Moussa, 2019 ). For zero energy buildings, thermal insulation of the building envelop is important to reduce the electricity consumption in buildings (Alaa et al., 2021 ). The building exterior walls, roof, and floor are the key elements that need thermal insulation, especially exterior walls as it generally covers the largest area in buildings that is exposed to solar radiation all day long(Fouad et al., 2024 ) Most external walls have thermal bridges even after using proper insulation (B. H. Choi & Song, 2021 ). The thermal bridge is a leak in building envelop through which heat is transferred from the outdoor space into indoor space (Smusz & Korzeniowski, 2018 ). Opening is the most common element in building envelop with high thermal bridge, the occurrence of thermal bridge in curtain wall is higher than that in brick or concrete wall (Park, et. al., 2015). It is most common to have high thermal bridges in joints between building bricks and windows or curtain walls (Choi et al., 2022 ). As a result of poor indoor air quality, it can have several detrimental effects, including high energy consumption, and condensation on cold surfaces which may result in fungus growth and humidity, it may lead to health issues(Alhawari & Mukhopadhyaya, 2018 ). According to (Theodosiou et al., 2019 ), these constructions require a comparatively high number of points where the external envelope must be fastened to the internal wall of the envelope, where steel or aluminum brackets break through the insulation layer. Both the frame of the structure and the interior wall behind the heat insulation face a severe thermal bridge heat flow due to the brackets' heat transmissivity, which can exceed 2000 times that of the insulation layers despite their small volume (Larbi, 2005 ). According to recent studies, depending on various factors, it shows that overlooking point thermal bridges can result in more than 20% underestimation of the real heat flow amount (Theodosiou et al., 2019 ). This study focuses on measuring the efficiency of different Curtain wall façade designs to reduce thermal bridges and achieve thermal comfort in indoor spaces located in hot arid regions. 3. METHODS This research used a simulation to analysis the thermal bridging of residential building located in hot arid climate through analyzing five different scenarios for building façade cladding, using “Design Builder” software as a simulation tool to run the required thermal simulations, and quantify the impact of thermal bridge on energy consumption. This research intends to measure different building materials and identify the optimum façade cladding design for buildings located in hot arid climate to reduce thermal bridges and thus propose strategies to enhance building energy performance. The three main factors of building façade cladding that affects the most percentage of thermal bridge discussed in the literature review were applied as five different cases during the simulation process, in addition a comparison between these parameters was conducted to assess how thermal bridging affects building cooling loads. 3.1 Case Study Nowadays, most of the office buildings facades are covered with large glass windows or curtain walls and depend on mechanical ventilation, which affects the air quality and thermal comfort of employees and, therefore, their health, and productivity. Figure 2 illustrates the design of existing office building located in New Cairo, Egypt. The area of the case study is 650m 2 where approximately 80% of its facade is covered with a single-glazed surface area. The climate was characterized by hot arid climate typical of a desert region as shown in table 1. The five cases scenarios were applied on office buildings located in hot arid climate. Table 1: Climate Characteristics of the building location – New Cairo Source: weather and climate.com 3.2 Building Description The office building is a rectangular building with a curtain wall façade system. The building consists of three floors with a total area of 650 m2. It is a daytime use building; the occupancies are using this office building daily from 8:30 am to 5:00 pm and most of the electricity consumption of this building is used for cooling purposes. The building façades are covered with single clear glazing, and the clear floor height of both first and second floor is 3.5 m as shown in figure (2). 3.3 Simulation The case study was simulated using Design-Builder software as shown in figure (3). The simulation was conducted for four office rooms located on the first floor as shown in Figure 3. The rooms were choses to cover all building orientations such as North, South, East-North and West. The research intends to study the thermal performance of the chosen four spaces and compare them to human thermal comfort limits. The simulation took place between April and September 2023. The weather in great Cairo city is generally warm or hot in the summer, with an average temperature of (35 °C) as shown before in table (1). During the simulation process, the external Walls, interior walls, and opening parameters were considered according to the Egyptian code as shown below in table (2). 3.4 Thermal bridge parameters under investigation To achieve energy efficiency in buildings located in hot arid climate, five building case scenarios were considered in this research as shown in table 3. The five cases scenarios considered in this research were summarized from previous research identifying the designing components that affect the thermal bridge in interior spaces. The cases scenarios considered in this research focused on the following design parameters: Glazing type Frame U-value. Thermal Break Window wall ratio System joint thermal insulation 4. RESULTS A comparison between the five cases took place in this research, measuring the relative humidity, indoor temperature, and the amount of solar gain from exterior windows which is the parameters for measuring the thermal bridge in indoor spaces as shown in table 4. As shown in the simulation results presented in table 4, it is concluded that Case 4 is the most effective scenario to enhance the building thermal performance. As Shown in case 4 almost 6% of the temperature was reduced in the north and east-north offices, while 9% was reduced in the west office. As for the solar gains exterior windows, the values are reduced by almost 74% in the north, south and west offices and reduced by almost 63% in east north office, this is due to using low-e double glazing façade along with reducing (wwr) from 8–4%, thus reducing heat gain. Table (4): Simulation data output for the office building Case Studies Relative Humidity (%) (Maximum values) Operative Temperature (°C ) (Maximum values) Solar Gains Exterior Windows (KWh) (Maximum values) Base Model Case1 Standard Value (ASHRAE) 30 - 60 % Office 10 North Facade Office 3 South Facade Office 9 East North Facade Office 24 West Facade Standard Value (ASHRAE) 20 - 27 °C Office 10 North Facade Office 3 South Facade Office 9 East North Facade Office 24 West Facade Standard: the less is the best Office 10 North Facade Office 3 South Facade Office 9 East North Facade Office 24 West Facade 52.55 for August 49.18 for August 52.77 for August 48.52 for August 29.12 for August 29.24 for August 29.03 for August 31.22 for June 688.77 for July 1615.90 for September 971.94 for July 848.52 for June Case 2 53.27 for August 49.98 for August 53.39 for August 49.56 for August 28.83 for August 30.00 for August 28.74 for August 30.39 for August 688.77 for July 1615.80 for September 642.36 for July 567.97 for June Case 3 54.38 for August 51.06 for August 54.60 for August 51.06 for August 28.34 for August 29.53 for August 28.18 for August 29.53 for August 384.85 for July 889.57 for September 425.45 for July 348.63 for June Case 4 55.33 for August 52.27 for August 55.38 for August 53.10 for August 27.91 for August 28.87 for August 27.84 for August 28.63 for August 176.13 for July 592.03 for September 253.71 for July 226.03 for June Case 5 55.37 for August 52.38 for August 55.41 for August 53.14 for August 27.90 for August 28.83 for August 27.83 for August 28.61 for August 176.13 for July 592.03 for September 253.71 for July 226.03 for June Table 5 compares the electricity consumption used for cooling purposes before and after using the deferent designing cases. Table 5 revealed that the design presented in case 4 and 5 reduces the most amount of energy, it reduced more than 14% of the electricity consumed in building to cool indoor spaces and reach the human thermal comfort inside the space. Table (5): Cooling energy consumption for the building (KWh) Case Studies Energy Consumption (cooling) for five case studies (KWh) Average heat loss when using joint thermal insulation (%) Total loss in Cooling Energy Consumption due to thermal insulation (KWh) Amount Percentage Base Model Case1 35007.94 for July 0% Case 2 33375.92 for July 4.66% 36% 21360.59 Case 3 31171.27 for July 10.96% 36% 199493.61 Case 4 30074.93 for July 14.1% 36% 19247.96 Case 5 30012.18 for July 14.3% 36% 19207.79 A split air conditioning unit system is in use in this building. In Egypt, split-unit air conditioning systems are the most commonly installed in each room or working space of residential and office buildings. Table 5 displays the energy performance statistics for the scenario with a split unit system during the summer. The simulation revealed that using a low-e double-glazing façade along with 40% wwr, energy consumption for cooling will reduce 14% of the energy consumed in the office building. 5. CONCLUSION It is obvious from the published literature that achieving advanced façade systems to be energy- efficient buildings requires an integrated perspective that focuses on offering sustainable buildings operating as predicted during the design stage. This research highlights the importance of reducing cooling loads and heat flow resulting from thermal bridging to decrease buildings’ energy usage. According to the study, curtain wall facade system design parameters can contribute to a comparatively large amount of heat transfer through the building. In this research, various parameters related to the curtain wall facades in several simulations were examined and their impacts on energy consumption were analyzed. With the obtained analysis from the simulations, it was found that using low-e double glazing, UPVC frame with joint thermal insulation and window-wall ratio (wwr) 40% had the best performance with up to 50% decrease in total energy consumption than base model case. Future research on the effect of other facade design parameters, like wall insulation material and anchor material used in the facade seems to be an interesting research challenge to decrease cooling loads. 6. Limitations The limitation in this study was that the study showed the façade performance in one climate. It is recommended for future studies to compare more than one climate to suggest design criteria according to each climate. Another limitation in this study was that the results only simulated one type of facade, more research may study other types of facades to compare energy performance. Declarations Author Contribution All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Bassma Talal, Ayman Hassan Mahmoud and Rania Rushdy Moussa. The first draft of the manuscript was written by Bassma Talal and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript. Data Availability All data are available from the corresponding author on reasonable request. References Alaa, H., Khaled, N., Rushdy, R., & Hatem, T. M. (2021). Zero Energy Educational Building: A Case Study of the Energy and Environmental Engineering Building in the British University in Egypt. Conference Record of the IEEE Photovoltaic Specialists Conference , 1913–1915. https://doi.org/10.1109/PVSC43889.2021.9518995 Alhawari, A., & Mukhopadhyaya, P. (2018). Thermal bridges in building envelopes - An overview of impacts and solutions. International Review of Applied Sciences and Engineering , 9 (1), 31–40. https://doi.org/10.1556/1848.2018.9.1.5 Choi, B. H., & Song, S. Y. (2021). Insulation performance comparison of curtain wall systems with existing pipe frames and truss-shaped insulation frames. Energies , 14 (15). https://doi.org/10.3390/en14154682 Choi, J. S., Kim, C., Jang, H., & Kim, E. J. (2022). Dynamic thermal bridge evaluation of window-wall joints using a model-based thermography method. Case Studies in Thermal Engineering , 35 , 102117. https://doi.org/10.1016/J.CSITE.2022.102117 Fouad, H. M., Mahmoud, A. H., & Moussa, R. R. (2023). Effect of a geothermal heat pump system on cooling residential buildings in a hot, dry climate. HBRC Journal , 19 (1), 483–507. https://doi.org/10.1080/16874048.2023.2285095 Fouad, H., Mahmoud, A. H., & Moussa, R. R. (2024). The effectiveness of geothermal systems in cooling residential buildings: a case study of a residential building in Alexandria, Egypt. Journal of Engineering and Applied Science , 71 (1), 45. https://doi.org/10.1186/s44147-024-00378-x Larbi, A. Ben. (2005). Statistical modelling of heat transfer for thermal bridges of buildings. Energy and Buildings , 37 (9), 945–951. https://doi.org/10.1016/J.ENBUILD.2004.12.013 Liu, Z., Deng, Z., Davis, S. J., & Ciais, P. (2024). Global carbon emissions in 2023. Nature Reviews Earth & Environment . https://doi.org/10.1038/s43017-024-00532-2 Micheal, A., & Moussa, R. R. (2022). Evaluating the Effect of Adding Sugarcane Bagasse to the Fire Clay Brick’s Properties. Civil Engineering and Architecture , 10 (1), 71–78. https://doi.org/10.13189/cea.2022.100106 Moawad, D. R. M., & Moussa, R. R. (2023). The effect of using data palm waste fibers in plain concrete mixture by comparing three pre-treatment techniques. Scientific Reports , 13 (1). https://doi.org/10.1038/s41598-023-37860-0 Moussa, R. R. (2019). The reasons for not implementing Green Pyramid Rating System in Egyptian buildings. Ain Shams Engineering Journal , 10 (4), 917–927. https://doi.org/10.1016/j.asej.2019.08.003 Moussa, R. R. (2022a). Measuring the Economic Benefits for Reusing Organic Wastes in Generating Gas and Electricity to Create Self-Sustain City. International Journal of Sustainable Development and Planning , 17 (3), 885–893. https://doi.org/10.18280/ijsdp.170318 Moussa, R. R. (2022b). The Role of Street condition and forms on the amount of carbon emissions released from vehicles. Journal of Engineering Research (Kuwait) , 10 (2 A), 1–11. https://doi.org/10.36909/jer.10103 Moussa, R. R., & Elsawaf, L. A. (2022). Using Anaerobic Digesters as a Sustainable Approach in Creating Sustainable Cities in Egypt. Environment and Ecology Research , 10 (2), 314–323. https://doi.org/10.13189/eer.2022.100222 Shams, M. M. E. F., El-Aziz Amr, H. A., & Moussa, R. R. (2021). Comparative Analysis on the Effects of Natural & Artificial Indoors Lighting on the Learning and Interactive Process. WSEAS TRANSACTIONS ON POWER SYSTEMS , 16 , 121–127. https://doi.org/10.37394/232016.2021.16.12 Smusz, R., & Korzeniowski, M. (2018). Experimental investigation of thermal bridges in building at real conditions. E3S Web of Conferences , 70 . https://doi.org/10.1051/e3sconf/20187003013 Theodosiou, T., Tsikaloudaki, K., Tsoka, S., & Chastas, P. (2019). Thermal bridging problems on advanced cladding systems and smart building facades. Journal of Cleaner Production , 214 , 62–69. https://doi.org/10.1016/j.jclepro.2018.12.286 Zheng, W., Liu, Y., Zhang, C., Li, H., & Shao, C. (2024). Thermal bridging effect enhancing heat transport across graphene interfaces with pinhole defects. International Journal of Heat and Mass Transfer , 226 , 125527. https://doi.org/10.1016/J.IJHEATMASSTRANSFER.2024.125527 Additional Declarations No competing interests reported. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-4195495","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":295594807,"identity":"6a153ff3-dad9-4dd3-adb4-df131626cec0","order_by":0,"name":"Bassma Talal","email":"data:image/png;base64,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","orcid":"","institution":"Cairo University","correspondingAuthor":true,"prefix":"","firstName":"Bassma","middleName":"","lastName":"Talal","suffix":""},{"id":295594809,"identity":"130a1dfc-0241-432d-9902-73ae5bce6658","order_by":1,"name":"Ayman Hassan Mahmoud","email":"","orcid":"","institution":"Cairo University","correspondingAuthor":false,"prefix":"","firstName":"Ayman","middleName":"Hassan","lastName":"Mahmoud","suffix":""},{"id":295594811,"identity":"630ab860-d204-4656-b289-92c2c68ba69a","order_by":2,"name":"Rania Rushdy Moussa","email":"","orcid":"","institution":"British University in Egypt","correspondingAuthor":false,"prefix":"","firstName":"Rania","middleName":"Rushdy","lastName":"Moussa","suffix":""}],"badges":[],"createdAt":"2024-03-31 11:59:20","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-4195495/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4195495/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":55628507,"identity":"f07d1142-893a-43cc-94e7-04b3d5e8f6e2","added_by":"auto","created_at":"2024-04-30 19:00:57","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":29827,"visible":true,"origin":"","legend":"\u003cp\u003eResearch Structure\u003c/p\u003e","description":"","filename":"1.png","url":"https://assets-eu.researchsquare.com/files/rs-4195495/v1/82510848c1191019444e0c90.png"},{"id":55628508,"identity":"c45a29c1-d893-4bf4-8d86-73b8d2aa5c90","added_by":"auto","created_at":"2024-04-30 19:00:57","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":157617,"visible":true,"origin":"","legend":"\u003cp\u003eBuilding design\u003c/p\u003e","description":"","filename":"2.png","url":"https://assets-eu.researchsquare.com/files/rs-4195495/v1/df75cd92164595dfcd6e7927.png"},{"id":55628509,"identity":"43a8b4a0-e671-4326-a2da-f4d5673671cc","added_by":"auto","created_at":"2024-04-30 19:00:57","extension":"png","order_by":3,"title":"Figure 3","display":"","copyAsset":false,"role":"figure","size":223787,"visible":true,"origin":"","legend":"\u003cp\u003esimulated model\u003c/p\u003e","description":"","filename":"3.png","url":"https://assets-eu.researchsquare.com/files/rs-4195495/v1/b779413acc275c860d770ec4.png"},{"id":58952544,"identity":"5025ab2e-b960-423a-ac12-5ed7b758298c","added_by":"auto","created_at":"2024-06-24 14:16:32","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1243063,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4195495/v1/5b66f167-8d3d-4c03-a9d7-72145ec248c0.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"The Role of Curtain Wall Design on Reducing Thermal Bridges and Energy Consumption in Building Located in Hot Arid Climate","fulltext":[{"header":"1. INTRODUCTION","content":"\u003cp\u003eGlobally, there is an increasing demand for more energy efficient buildings, since the built environment produce 30% of the global greenhouse gas emissions, 31% of all generated waste and 40% of energy use (Moussa \u0026amp; Elsawaf, \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Furthermore, buildings contribute with a 6.5% share of the world economy (Moussa, \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Over the past ten years, efforts have been made to improve the sustainability of buildings towards environmental and economic impacts (Fouad et al., \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). The building envelope includes energy efficient glazing facades, cladding materials and thermal insulation materials which are the most important contributors to reduce the energy demand and thus enhance building\u0026rsquo;s energy performance (Micheal \u0026amp; Moussa, \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Moawad \u0026amp; Moussa, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). It is constructed to protect the building from environmental conditions by acting as a thermal barrier while providing thermal comfort to inhabitants. Thermal bridges are the primary cause of heat losses and gain through the insulated building envelope in modern architecture (Zheng et al., \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2024\u003c/span\u003e), which leads to increasing energy consumption in buildings used for cooling and heating purposes. In developed countries, residential and commercial buildings consume almost 30% of the total energy consumption. Therefore, the design of building envelopes affects energy consumption (Shams et al., \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). The aim of this research is to analyze the effect of five cases scenarios of Curtain wall fa\u0026ccedil;ade design toward the reduction of thermal bridges and the thermal energy performance of buildings located in hot arid climate as shown in Fig.\u0026nbsp;1.\u003c/p\u003e \u003cp\u003e \u003c/p\u003e"},{"header":"2. THERMAL BRIDGE","content":"\u003cp\u003eThe increasing greenhouse gas (GHG) emissions have become a global concern over the past century. Countries all over the world have made many attempts to reduce greenhouse gases globally. In 2019\u0026ndash;2020, the building sector in Egypt has produced almost 16.4\u0026nbsp;million metric tons of CO\u003csub\u003e2\u003c/sub\u003e emissions (Liu et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Moussa, \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2022\u003c/span\u003eb).\u003c/p\u003e \u003cp\u003eIn Egypt, more than 64% of the energy consumed in building is for cooling purposes (Moussa, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). For zero energy buildings, thermal insulation of the building envelop is important to reduce the electricity consumption in buildings (Alaa et al., \u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). The building exterior walls, roof, and floor are the key elements that need thermal insulation, especially exterior walls as it generally covers the largest area in buildings that is exposed to solar radiation all day long(Fouad et al., \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) Most external walls have thermal bridges even after using proper insulation (B. H. Choi \u0026amp; Song, \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). The thermal bridge is a leak in building envelop through which heat is transferred from the outdoor space into indoor space (Smusz \u0026amp; Korzeniowski, \u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e2018\u003c/span\u003e). Opening is the most common element in building envelop with high thermal bridge, the occurrence of thermal bridge in curtain wall is higher than that in brick or concrete wall (Park, et. al., 2015). It is most common to have high thermal bridges in joints between building bricks and windows or curtain walls (Choi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). As a result of poor indoor air quality, it can have several detrimental effects, including high energy consumption, and condensation on cold surfaces which may result in fungus growth and humidity, it may lead to health issues(Alhawari \u0026amp; Mukhopadhyaya, \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2018\u003c/span\u003e). According to (Theodosiou et al., \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2019\u003c/span\u003e), these constructions require a comparatively high number of points where the external envelope must be fastened to the internal wall of the envelope, where steel or aluminum brackets break through the insulation layer. Both the frame of the structure and the interior wall behind the heat insulation face a severe thermal bridge heat flow due to the brackets' heat transmissivity, which can exceed 2000 times that of the insulation layers despite their small volume (Larbi, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2005\u003c/span\u003e). According to recent studies, depending on various factors, it shows that overlooking point thermal bridges can result in more than 20% underestimation of the real heat flow amount (Theodosiou et al., \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). This study focuses on measuring the efficiency of different Curtain wall fa\u0026ccedil;ade designs to reduce thermal bridges and achieve thermal comfort in indoor spaces located in hot arid regions.\u003c/p\u003e"},{"header":"3. METHODS","content":"\u003cp\u003eThis research used a simulation to analysis the thermal bridging of residential building located in hot arid climate through analyzing five different scenarios for building fa\u0026ccedil;ade cladding, using \u0026ldquo;Design Builder\u0026rdquo; software as a simulation tool to run the required thermal simulations, and quantify the impact of thermal bridge on energy consumption. This research intends to measure different building materials and identify the optimum fa\u0026ccedil;ade cladding design for buildings located in hot arid climate to reduce thermal bridges and thus propose strategies to enhance building energy performance. The three main factors of building fa\u0026ccedil;ade cladding that affects the most percentage of thermal bridge discussed in the literature review were applied as five different cases during the simulation process, in addition a comparison between these parameters was conducted to assess how thermal bridging affects building cooling loads.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e3.1 Case Study\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNowadays, most of the office buildings facades are covered with large glass windows or curtain walls and depend on mechanical ventilation, which affects the air quality and thermal comfort of employees and, therefore, their health, and productivity. Figure 2 illustrates the design of existing office building located in New Cairo, Egypt. The area of the case study is 650m\u003csup\u003e2\u003c/sup\u003e where approximately 80% of its facade is covered with a single-glazed surface area. The climate was characterized by hot arid climate typical of a desert region as shown in table 1. The five cases scenarios were applied on office buildings located in hot arid climate.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTable 1:\u003c/strong\u003e Climate Characteristics of the building location \u0026ndash; New Cairo\u003c/p\u003e\n\u003cp\u003e\u003cimg 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\" height=\"254\" width=\"658\"\u003e\u003c/p\u003e\n\u003cp\u003eSource: weather and climate.com\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e3.2 Building Description\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe office building is a rectangular building with a curtain wall fa\u0026ccedil;ade system. The building consists of three floors with a total area of 650 m2. It is a daytime use building; the occupancies are using this office building daily from 8:30 am to 5:00 pm and most of the electricity consumption of this building is used for cooling purposes. The building fa\u0026ccedil;ades are covered with single clear glazing, and the clear floor height of both first and second floor is 3.5 m as shown in figure (2).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e3.3 Simulation\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe case study was simulated using Design-Builder software as shown in figure (3). The simulation was conducted for four office rooms located on the first floor as shown in Figure 3. The rooms were choses to cover all building orientations such as North, South, East-North and West. The research intends to study the thermal performance of the chosen four spaces and compare them to human thermal comfort limits. The simulation took place between April and September 2023. The weather in great Cairo city is generally warm or hot in the summer, with an average temperature of (35 \u0026deg;C) as shown before in table (1).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eDuring the simulation process, the external Walls, interior walls, and opening parameters were considered according to the Egyptian code as shown below in table (2).\u003c/p\u003e\n\u003cp\u003e\u003cimg 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\" height=\"526\" width=\"682\"\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e3.4 Thermal bridge parameters under investigation\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eTo achieve energy efficiency in buildings located in hot arid climate, five building case scenarios were considered in this research as shown in table 3. The five cases scenarios considered in this research were summarized from previous research identifying the designing components that affect the thermal bridge in interior spaces.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eThe cases scenarios considered in this research focused on the following design parameters:\u003c/p\u003e\n\u003cul\u003e\n \u003cli\u003eGlazing type\u0026nbsp;\u003c/li\u003e\n \u003cli\u003eFrame U-value.\u003c/li\u003e\n \u003cli\u003eThermal Break\u003c/li\u003e\n \u003cli\u003eWindow wall ratio\u003c/li\u003e\n \u003cli\u003eSystem joint thermal insulation\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cimg 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\" width=\"742\" height=\"421\"\u003e\u003c/p\u003e"},{"header":"4. RESULTS","content":"\u003cp\u003eA comparison between the five cases took place in this research, measuring the relative humidity, indoor temperature, and the amount of solar gain from exterior windows which is the parameters for measuring the thermal bridge in indoor spaces as shown in table 4. As shown in the simulation results presented in table 4, it is concluded that Case 4 is the most effective scenario to enhance the building thermal performance. As Shown in case 4 almost 6% of the temperature was reduced in the north and east-north offices, while 9% was reduced in the west office. As for the solar gains exterior windows, the values are reduced by almost 74% in the north, south and west offices and reduced by almost 63% in east north office, this is due to using low-e double glazing fa\u0026ccedil;ade along with reducing (wwr) from 8\u0026ndash;4%, thus reducing heat gain.\u003c/p\u003e\n\u003ctable style=\"width:688.25pt;border-collapse:collapse;border:none;\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"16\" style=\"width: 688.25pt;border: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;height: 17.3pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eTable (4):\u0026nbsp;\u003c/span\u003e\u003c/strong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eSimulation data output for the office building\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 45.05pt;border-right: 1pt solid rgb(191, 191, 191);border-bottom: 1pt solid rgb(191, 191, 191);border-left: 1pt solid rgb(191, 191, 191);border-image: initial;border-top: none;background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eCase Studies\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd colspan=\"5\" style=\"width:207.9pt;border-top:none;border-left: none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eRelative Humidity (%)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e(Maximum values)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd colspan=\"5\" style=\"width:2.9in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOperative Temperature (\u0026deg;C )\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e(Maximum values)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd colspan=\"5\" style=\"width:226.5pt;border-top:none;border-left: none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eSolar Gains Exterior Windows (KWh)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e(Maximum values)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd rowspan=\"2\" style=\"width:45.05pt;border:solid #BFBFBF 1.0pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eBase Model\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eCase1\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd rowspan=\"6\" style=\"width: 30.1pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;margin-top:0in;margin-right:5.65pt;margin-bottom:.0001pt;margin-left:5.65pt;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eStandard Value (ASHRAE) 30 - \u0026nbsp;60 %\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 10 North Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 3 South Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 9 East North Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 24 West Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd rowspan=\"6\" style=\"width: 30.1pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eStandard Value (ASHRAE) 20 - \u0026nbsp; \u0026nbsp; 27\u0026nbsp;\u003c/span\u003e\u003c/strong\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;'\u003e\u0026deg;C\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 10 North Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 3 South Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 9 East North Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 24 West Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd rowspan=\"6\" style=\"width: 30.1pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eStandard: the less is the best\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 10 North Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 62.15pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 3 South Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 9 East North Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eOffice 24 West Facade\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e52.55 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e49.18 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e52.77 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e48.52 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e29.12 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e29.24 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e29.03 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e31.22 for June\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e688.77 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 62.15pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e1615.90 for September\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e971.94 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e848.52 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJune\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:45.05pt;border:solid #BFBFBF 1.0pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eCase 2\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e53.27 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e49.98\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003efor August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e53.39 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e49.56 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.83 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e30.00 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.74 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e30.39 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e688.77 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 62.15pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e1615.80 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eSeptember\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e642.36 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e567.97 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJune\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:45.05pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eCase 3\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e54.38\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003efor August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e51.06\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003efor August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e54.60 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e51.06 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.34 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e29.53 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.18 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e29.53 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e384.85 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 62.15pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e889.57 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eSeptember\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e425.45 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e348.63 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJune\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:45.05pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F7CAAC;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eCase 4\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e55.33 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e52.27 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e55.38 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e53.10 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e27.91 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.87 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e27.84 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.63 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e176.13 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 62.15pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e592.03 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eSeptember\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e253.71 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(247, 202, 172);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e226.03 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJune\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:45.05pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eCase 5\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e55.37 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e52.38 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e55.41 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e53.14 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e27.90 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.83 for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e27.83 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e28.61 \u0026nbsp;for August\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e176.13 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 62.15pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e592.03 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eSeptember\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 44.45pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e253.71 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJuly\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 45.35pt;border-top: none;border-left: none;border-bottom: 1pt solid rgb(191, 191, 191);border-right: 1pt solid rgb(191, 191, 191);background: rgb(242, 242, 242);padding: 0in 5.4pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003e226.03 for\u003c/span\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Calibri Light\",sans-serif;color:black;'\u003eJune\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp style='margin:0in;text-align:center;line-height:12.0pt;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003c/p\u003e\n\u003cp\u003eTable 5 compares the electricity consumption used for cooling purposes before and after using the deferent designing cases. Table 5 revealed that the design presented in case 4 and 5 reduces the most amount of energy, it reduced more than 14% of the electricity consumed in building to cool indoor spaces and reach the human thermal comfort inside the space.\u003c/p\u003e\n\u003ctable style=\"width: 4.9e+2pt;border-collapse:collapse;border:none;\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"5\" style=\"width: 494.45pt;border: 1pt solid rgb(191, 191, 191);padding: 0in 5.4pt;height: 23.15pt;vertical-align: top;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eTable (5):\u0026nbsp;\u003c/span\u003e\u003c/strong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCooling energy consumption for the building (KWh)\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd rowspan=\"2\" style=\"width:89.75pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:25.6pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCase Studies\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd colspan=\"2\" style=\"width:2.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:25.6pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eEnergy Consumption (cooling) for five case studies (KWh)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd rowspan=\"2\" style=\"width:1.25in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:25.6pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eAverage heat loss when using joint thermal insulation (%)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd rowspan=\"2\" style=\"width:116.7pt;border-top:none;border-left: none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:25.6pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eTotal loss in Cooling Energy Consumption due to thermal insulation (KWh)\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:1.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:19.3pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eAmount\u0026nbsp;\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.0in;border-top:none;border-left:none;border-bottom: solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:19.3pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003ePercentage\u0026nbsp;\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:89.75pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.85pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eBase Model\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCase1\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.85pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e35007.94 for July\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.0in;border-top:none;border-left:none;border-bottom: solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.85pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e0%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.25in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.85pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e\u0026nbsp;\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:116.7pt;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.85pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e\u0026nbsp;\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:89.75pt;border:solid #BFBFBF 1.0pt;border-top:none;padding:0in 5.4pt 0in 5.4pt;height:26.15pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCase 2\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 26.15pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e33375.92 for July\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.0in;border-top:none;border-left:none;border-bottom: solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 26.15pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e4.66%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.25in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 26.15pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e36%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:116.7pt;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 26.15pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e21360.59\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:89.75pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCase 3\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e31171.27 for July\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.0in;border-top:none;border-left:none;border-bottom: solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e10.96%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.25in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e36%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:116.7pt;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e199493.61\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:89.75pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F7CAAC;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCase 4\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F7CAAC;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e30074.93 for July\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.0in;border-top:none;border-left:none;border-bottom: solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e14.1%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.25in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e36%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:116.7pt;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;padding:0in 5.4pt 0in 5.4pt;height: 27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e19247.96\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width:89.75pt;border:solid #BFBFBF 1.0pt;border-top:none;background:#F7CAAC;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003eCase 5\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.75in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F7CAAC;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e30012.18 for July\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.0in;border-top:none;border-left:none;border-bottom: solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e14.3%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:1.25in;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e36%\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width:116.7pt;border-top:none;border-left:none;border-bottom:solid #BFBFBF 1.0pt;border-right:solid #BFBFBF 1.0pt;background:#F2F2F2;padding:0in 5.4pt 0in 5.4pt;height:27.7pt;\"\u003e\n \u003cp style='margin:0in;text-align:center;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cspan style='font-size:12px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e19207.79\u003c/span\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp style='margin:0in;text-align:justify;line-height:150%;font-size:14px;font-family:\"Calibri\",sans-serif;'\u003e\u003cstrong\u003e\u003cspan style='font-size:16px;line-height:150%;font-family:\"Times New Roman\",serif;color:black;'\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eA split air conditioning unit system is in use in this building. In Egypt, split-unit air conditioning systems are the most commonly installed in each room or working space of residential and office buildings. Table \u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e displays the energy performance statistics for the scenario with a split unit system during the summer. The simulation revealed that using a low-e double-glazing fa\u0026ccedil;ade along with 40% wwr, energy consumption for cooling will reduce 14% of the energy consumed in the office building.\u003c/p\u003e"},{"header":"5. CONCLUSION","content":"\u003cp\u003eIt is obvious from the published literature that achieving advanced fa\u0026ccedil;ade systems to be energy- efficient buildings requires an integrated perspective that focuses on offering sustainable buildings operating as predicted during the design stage. This research highlights the importance of reducing cooling loads and heat flow resulting from thermal bridging to decrease buildings\u0026rsquo; energy usage. According to the study, curtain wall facade system design parameters can contribute to a comparatively large amount of heat transfer through the building.\u003c/p\u003e \u003cp\u003eIn this research, various parameters related to the curtain wall facades in several simulations were examined and their impacts on energy consumption were analyzed. With the obtained analysis from the simulations, it was found that using low-e double glazing, UPVC frame with joint thermal insulation and window-wall ratio (wwr) 40% had the best performance with up to 50% decrease in total energy consumption than base model case. Future research on the effect of other facade design parameters, like wall insulation material and anchor material used in the facade seems to be an interesting research challenge to decrease cooling loads.\u003c/p\u003e"},{"header":"6. Limitations","content":"\u003cp\u003eThe limitation in this study was that the study showed the fa\u0026ccedil;ade performance in one climate. It is recommended for future studies to compare more than one climate to suggest design criteria according to each climate. Another limitation in this study was that the results only simulated one type of facade, more research may study other types of facades to compare energy performance.\u003c/p\u003e"},{"header":"Declarations","content":"\u003ch2\u003eAuthor Contribution\u003c/h2\u003e\u003cp\u003eAll authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Bassma Talal, Ayman Hassan Mahmoud and Rania Rushdy Moussa. The first draft of the manuscript was written by Bassma Talal and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.\u003c/p\u003e\u003ch2\u003eData Availability\u003c/h2\u003e\u003cp\u003eAll data are available from the corresponding author on reasonable request.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n\u003cli\u003eAlaa, H., Khaled, N., Rushdy, R., \u0026amp; Hatem, T. M. (2021). Zero Energy Educational Building: A Case Study of the Energy and Environmental Engineering Building in the British University in Egypt. \u003cem\u003eConference Record of the IEEE Photovoltaic Specialists Conference\u003c/em\u003e, 1913\u0026ndash;1915. https://doi.org/10.1109/PVSC43889.2021.9518995\u003c/li\u003e\n\u003cli\u003eAlhawari, A., \u0026amp; Mukhopadhyaya, P. (2018). Thermal bridges in building envelopes - An overview of impacts and solutions. \u003cem\u003eInternational Review of Applied Sciences and Engineering\u003c/em\u003e, \u003cem\u003e9\u003c/em\u003e(1), 31\u0026ndash;40. https://doi.org/10.1556/1848.2018.9.1.5\u003c/li\u003e\n\u003cli\u003eChoi, B. H., \u0026amp; Song, S. Y. (2021). Insulation performance comparison of curtain wall systems with existing pipe frames and truss-shaped insulation frames. \u003cem\u003eEnergies\u003c/em\u003e, \u003cem\u003e14\u003c/em\u003e(15). https://doi.org/10.3390/en14154682\u003c/li\u003e\n\u003cli\u003eChoi, J. S., Kim, C., Jang, H., \u0026amp; Kim, E. J. (2022). Dynamic thermal bridge evaluation of window-wall joints using a model-based thermography method. \u003cem\u003eCase Studies in Thermal Engineering\u003c/em\u003e, \u003cem\u003e35\u003c/em\u003e, 102117. https://doi.org/10.1016/J.CSITE.2022.102117\u003c/li\u003e\n\u003cli\u003eFouad, H. M., Mahmoud, A. H., \u0026amp; Moussa, R. R. (2023). 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Global carbon emissions in 2023. \u003cem\u003eNature Reviews Earth \u0026amp; Environment\u003c/em\u003e. https://doi.org/10.1038/s43017-024-00532-2\u003c/li\u003e\n\u003cli\u003eMicheal, A., \u0026amp; Moussa, R. R. (2022). Evaluating the Effect of Adding Sugarcane Bagasse to the Fire Clay Brick\u0026rsquo;s Properties. \u003cem\u003eCivil Engineering and Architecture\u003c/em\u003e, \u003cem\u003e10\u003c/em\u003e(1), 71\u0026ndash;78. https://doi.org/10.13189/cea.2022.100106\u003c/li\u003e\n\u003cli\u003eMoawad, D. R. M., \u0026amp; Moussa, R. R. (2023). The effect of using data palm waste fibers in plain concrete mixture by comparing three pre-treatment techniques. \u003cem\u003eScientific Reports\u003c/em\u003e, \u003cem\u003e13\u003c/em\u003e(1). https://doi.org/10.1038/s41598-023-37860-0\u003c/li\u003e\n\u003cli\u003eMoussa, R. R. (2019). 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Experimental investigation of thermal bridges in building at real conditions. \u003cem\u003eE3S Web of Conferences\u003c/em\u003e, \u003cem\u003e70\u003c/em\u003e. https://doi.org/10.1051/e3sconf/20187003013\u003c/li\u003e\n\u003cli\u003eTheodosiou, T., Tsikaloudaki, K., Tsoka, S., \u0026amp; Chastas, P. (2019). Thermal bridging problems on advanced cladding systems and smart building facades. \u003cem\u003eJournal of Cleaner Production\u003c/em\u003e, \u003cem\u003e214\u003c/em\u003e, 62\u0026ndash;69. https://doi.org/10.1016/j.jclepro.2018.12.286\u003c/li\u003e\n\u003cli\u003eZheng, W., Liu, Y., Zhang, C., Li, H., \u0026amp; Shao, C. (2024). Thermal bridging effect enhancing heat transport across graphene interfaces with pinhole defects. \u003cem\u003eInternational Journal of Heat and Mass Transfer\u003c/em\u003e, \u003cem\u003e226\u003c/em\u003e, 125527. https://doi.org/10.1016/J.IJHEATMASSTRANSFER.2024.125527\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Thermal bridge, Thermal comfort, energy consumption, Curtain walls","lastPublishedDoi":"10.21203/rs.3.rs-4195495/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-4195495/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eHeat transport is facilitated by thermal bridges, which raises air conditioning demands. The influence of thermal bridges and their detrimental effects on building energy efficiency are the main scope of this study. This study intends to identify and present the most effective design for curtain wall facades located in hot arid climate to reduce thermal bridge and enhance energy consumption. Based on previous studies, the five main variables affecting the percentage of thermal bridges in building facades are window wall ratio, glazing type, frame U-value, thermal Break, window wall ratio and system joint thermal insulation. In this study five scenarios using different curtain wall facades design for the five parameters were applied and simulated using design builder software for an existing office building located in Egypt as an example for hot arid climate. Results showed that scenario four is the most effective design for curtain wall facade which reduced thermal bridge up to 50% in hot arid climate. The design of case scenario four consists of double low-e glazing, frame made of aluminum with a thermal break, and 40% is the window to wall ratio, which reduced the energy consumption by 19247.96 kwh/month.\u003c/p\u003e","manuscriptTitle":"The Role of Curtain Wall Design on Reducing Thermal Bridges and Energy Consumption in Building Located in Hot Arid Climate","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2024-04-30 19:00:52","doi":"10.21203/rs.3.rs-4195495/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"0cb02331-a8f8-48e8-816d-d747a9aa9bf5","owner":[],"postedDate":"April 30th, 2024","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[{"id":31173596,"name":"Earth and environmental sciences/Environmental sciences"},{"id":31173597,"name":"Physical sciences/Engineering"}],"tags":[],"updatedAt":"2024-06-24T14:08:25+00:00","versionOfRecord":[],"versionCreatedAt":"2024-04-30 19:00:52","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-4195495","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-4195495","identity":"rs-4195495","version":["v1"]},"buildId":"qtupq5eGEP_6zYnWcrvyt","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}
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