High fidelity thermo-mechanical model of in-situ micro-rolling in laser-directed energy deposition: multi-track multi-layer case

preprint OA: closed CC-BY-4.0
📄 Open PDF Full text JSON View at publisher
AI-generated deep summary by claude@2026-07, 2026-07-03 · read from full text

The paper develops and validates a high-fidelity thermo-mechanical finite element framework to model in-situ micro-rolling during laser-directed energy deposition (DED) using a three-track, three-layer Ti-6Al-4V case, with thermal predictions compared against experiments. It reports ~95% accuracy for thermal behavior and finds that, unlike single-track or thin-wall multi-layer scenarios, rolling has only a minor effect on thermal cycles in multi-track conditions due to increased lateral heat diffusion. Across all three layers, in-situ rolling produces compressive plastic strain that significantly mitigates tensile residual stresses seen in unrolled cases, and deposition plus rolling at the top exerts greater influence than side effects. The paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

Read from the paper's body, not the abstract. Not a substitute for reading the paper. No clinical advice. How this works

Abstract

Abstract In-situ rolling during Directed Energy Deposition (DED) at elevated temperatures has been shown to enhance build quality. However, experimentally characterizing the deformation mechanisms that drive these improvements remains challenging. While previous thermo-mechanical finite element analyses (FEA) have focused on single-track and thin-wall multi-layer cases, the more realistic multi-track, multi-layer scenarios remain largely unexplored. This study develops and validates an FEA framework for in-situ rolled DED in a three-track, three-layer Ti-6Al-4V deposition, achieving thermal predictions with95% accuracy against experiments. Unlike single-track multi-layer cases reported in the literature, where in-situ rolling significantly influences thermal behaviour, its impact in the multi-track scenario is minor due to increased lateral heat diffusion. In-situ rolling effectively induces compressive plastic strain across all three layers, significantly mitigating tensile residual stresses that typically develop in unrolled cases. Furthermore, the study reveals that deposition and in-situ rolling at the top have a more pronounced influence on thermal and deformation cycles than at the side. These findings provide valuable insights for optimizing multi-track, multi-layer DED, enabling improved metallurgical and mechanical properties in additively manufactured components.
Full text 10,859 characters · extracted from preprint-html · click to expand
High fidelity thermo-mechanical model of in-situ micro-rolling in laser-directed energy deposition: multi-track multi-layer case | 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 Research Article High fidelity thermo-mechanical model of in-situ micro-rolling in laser-directed energy deposition: multi-track multi-layer case Ravi Raj, Louis Ngai Sum Chiu, Deepak Marla, Aijun Huang This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6216721/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 In-situ rolling during Directed Energy Deposition (DED) at elevated temperatures has been shown to enhance build quality. However, experimentally characterizing the deformation mechanisms that drive these improvements remains challenging. While previous thermo-mechanical finite element analyses (FEA) have focused on single-track and thin-wall multi-layer cases, the more realistic multi-track, multi-layer scenarios remain largely unexplored. This study develops and validates an FEA framework for in-situ rolled DED in a three-track, three-layer Ti-6Al-4V deposition, achieving thermal predictions with95% accuracy against experiments. Unlike single-track multi-layer cases reported in the literature, where in-situ rolling significantly influences thermal behaviour, its impact in the multi-track scenario is minor due to increased lateral heat diffusion. In-situ rolling effectively induces compressive plastic strain across all three layers, significantly mitigating tensile residual stresses that typically develop in unrolled cases. Furthermore, the study reveals that deposition and in-situ rolling at the top have a more pronounced influence on thermal and deformation cycles than at the side. These findings provide valuable insights for optimizing multi-track, multi-layer DED, enabling improved metallurgical and mechanical properties in additively manufactured components. Finite element methods Hybrid metal additive manufacturing Ti-6Al-4V In-situ forging Residual stress Full Text 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-6216721","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":436006007,"identity":"70e1af7d-8dac-4a66-bf89-ae34e4cf32c3","order_by":0,"name":"Ravi Raj","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAvklEQVRIiWNgGAWjYFCCAyBCQg7MfECKFmMwM4EUuxIbQCRRWswbjz9grmyzSJ8fdvgh0BY7Od0GAlpkDpwxYDzbJpG78XaaAVBLsrHZAQJaJBjOMDA2nAFqmZ0A0nIgcRthLccfgLSkG85O/0CslgMGjA0VEgny0jlE23LG4CBQi+EG6ZyCAwkGxPhF4vjDhw0GdfLys9M3f/hQYSdHUAuDxAFIZBpASELKQYC/AULLNxCjehSMglEwCkYkAAADRET7gTEe7wAAAABJRU5ErkJggg==","orcid":"","institution":"Indian Institute of Technology Bombay","correspondingAuthor":true,"prefix":"","firstName":"Ravi","middleName":"","lastName":"Raj","suffix":""},{"id":436006009,"identity":"96553262-2dd6-41df-acac-0dfc4cf69ac7","order_by":1,"name":"Louis Ngai Sum Chiu","email":"","orcid":"","institution":"Monash University","correspondingAuthor":false,"prefix":"","firstName":"Louis","middleName":"Ngai Sum","lastName":"Chiu","suffix":""},{"id":436006011,"identity":"70735d26-5b3b-4846-ace0-dddd95527b7e","order_by":2,"name":"Deepak Marla","email":"","orcid":"","institution":"Indian Institute of Technology Bombay","correspondingAuthor":false,"prefix":"","firstName":"Deepak","middleName":"","lastName":"Marla","suffix":""},{"id":436006014,"identity":"33d0918f-d64c-406b-8cc5-57acc60e1aee","order_by":3,"name":"Aijun Huang","email":"","orcid":"","institution":"Monash University","correspondingAuthor":false,"prefix":"","firstName":"Aijun","middleName":"","lastName":"Huang","suffix":""}],"badges":[],"createdAt":"2025-03-13 05:53:18","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-6216721/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-6216721/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":89191188,"identity":"09a1b094-08a7-4e23-a212-f763c516f3d8","added_by":"auto","created_at":"2025-08-16 09:01:46","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":859463,"visible":true,"origin":"","legend":"","description":"","filename":"Threetrackthreelayercaseofinsiturollinghybridisation.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6216721/v1_covered_b94aa77b-379d-41bf-b404-63a8e37cef5e.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"High fidelity thermo-mechanical model of in-situ micro-rolling in laser-directed energy deposition: multi-track multi-layer case","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"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":"Finite element methods, Hybrid metal additive manufacturing, Ti-6Al-4V, In-situ forging, Residual stress","lastPublishedDoi":"10.21203/rs.3.rs-6216721/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-6216721/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eIn-situ rolling during Directed Energy Deposition (DED) at elevated temperatures has been shown to enhance build quality. However, experimentally characterizing the deformation mechanisms that drive these improvements remains challenging. While previous thermo-mechanical finite element analyses (FEA) have focused on single-track and thin-wall multi-layer cases, the more realistic multi-track, multi-layer scenarios remain largely unexplored. This study develops and validates an FEA framework for in-situ rolled DED in a three-track, three-layer Ti-6Al-4V deposition, achieving thermal predictions with95% accuracy against experiments. Unlike single-track multi-layer cases reported in the literature, where in-situ rolling significantly influences thermal behaviour, its impact in the multi-track scenario is minor due to increased lateral heat diffusion. In-situ rolling effectively induces compressive plastic strain across all three layers, significantly mitigating tensile residual stresses that typically develop in unrolled cases. Furthermore, the study reveals that deposition and in-situ rolling at the top have a more pronounced influence on thermal and deformation cycles than at the side. These findings provide valuable insights for optimizing multi-track, multi-layer DED, enabling improved metallurgical and mechanical properties in additively manufactured components.\u003c/p\u003e","manuscriptTitle":"High fidelity thermo-mechanical model of in-situ micro-rolling in laser-directed energy deposition: multi-track multi-layer case","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-03-31 17:29:23","doi":"10.21203/rs.3.rs-6216721/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":"bbb4dfc6-1460-4677-aecc-acdb60474074","owner":[],"postedDate":"March 31st, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2026-01-30T17:28:31+00:00","versionOfRecord":[],"versionCreatedAt":"2025-03-31 17:29:23","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-6216721","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-6216721","identity":"rs-6216721","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
unpaywall
last seen: 2026-05-28T02:00:01.590549+00:00
License: CC-BY-4.0