Functional Mock-Up Interface Support in Chrono

preprint OA: closed
Full text JSON View at publisher

Abstract

Abstract Adoption of a standardized co-simulation model exchange interface offers several advantages, including "one-time only" code development for model encapsulation, access to existing or future subsystem models with no changes to the co-simulation framework, and access to proprietary models and libraries. While there are several attempts at providing standard interfaces for model coupling and model exchange, the Functional Mock-up Interface (FMI) is arguably the standard with the largest user base, advocated by a large number of academic, governmental, and commercial entities. For these reasons, we opted to adopt FMI and implement a new Chrono::FMI module to provide the necessary functionality to both wrap Chrono models and simulations in so-called Functional Mock-up Units (FMU) and couple Chrono simulations to FMUs. We target both FMI 2.0 (because of its widespread use) and 3.0 (for new capabilities, useful in creating FMUs for models with large intput/output bandwidth, such as deformable terrain and sensors).This contribution describes the utility general-purpose library \ftools, its use in Chrono::FMI, and illustrates the use of Chrono FMUs in vehicle co-simulation as well as coupling external FMUs to Chrono simulations.
Full text 12,209 characters · extracted from preprint-html · click to expand
Functional Mock-Up Interface Support in Chrono | 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 Functional Mock-Up Interface Support in Chrono Radu Serban, Dario Mangoni This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6565111/v1 This work is licensed under a CC BY 4.0 License Status: Published Journal Publication published 10 Sep, 2025 Read the published version in Multibody System Dynamics → Version 1 posted 10 You are reading this latest preprint version Abstract Adoption of a standardized co-simulation model exchange interface offers several advantages, including "one-time only" code development for model encapsulation, access to existing or future subsystem models with no changes to the co-simulation framework, and access to proprietary models and libraries. While there are several attempts at providing standard interfaces for model coupling and model exchange, the Functional Mock-up Interface (FMI) is arguably the standard with the largest user base, advocated by a large number of academic, governmental, and commercial entities. For these reasons, we opted to adopt FMI and implement a new Chrono::FMI module to provide the necessary functionality to both wrap Chrono models and simulations in so-called Functional Mock-up Units (FMU) and couple Chrono simulations to FMUs. We target both FMI 2.0 (because of its widespread use) and 3.0 (for new capabilities, useful in creating FMUs for models with large intput/output bandwidth, such as deformable terrain and sensors).This contribution describes the utility general-purpose library \ftools, its use in Chrono::FMI, and illustrates the use of Chrono FMUs in vehicle co-simulation as well as coupling external FMUs to Chrono simulations. Functional Mock-Up Interface Project Chrono rigid and flexible dynamics co-simulation model exchange Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Published Journal Publication published 10 Sep, 2025 Read the published version in Multibody System Dynamics → Version 1 posted Editorial decision: Revision requested 21 Jul, 2025 Reviews received at journal 30 May, 2025 Reviews received at journal 12 May, 2025 Reviewers agreed at journal 06 May, 2025 Reviewers agreed at journal 05 May, 2025 Reviewers agreed at journal 05 May, 2025 Reviewers invited by journal 05 May, 2025 Editor assigned by journal 30 Apr, 2025 Submission checks completed at journal 30 Apr, 2025 First submitted to journal 30 Apr, 2025 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-6565111","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":452672609,"identity":"12cf14ac-3827-42e5-beba-9a8e41db3f19","order_by":0,"name":"Radu Serban","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAs0lEQVRIiWNgGAWjYHACNiC2AZMMUJIoLWmkazmMxCYE5Nt7nz34ueN8Yh//4QcMH8oOE9ZicOa4uWHvmduJbRJpBowzzhGjRSKNTYK37XZumwQPAzNvGxFa5Oc/Y5P823Yut43/DAPzX2K0MNxgY5PmbTuQ28aQw8DMSIwWgzNp7Maybcn1IL8c7DmXToTD2o+xPXzbZmcs33/44YMfZdZEOAwZHCBR/SgYBaNgFIwCXAAAK0o2c5GbC4MAAAAASUVORK5CYII=","orcid":"","institution":"University of Wisconsin–Madison","correspondingAuthor":true,"prefix":"","firstName":"Radu","middleName":"","lastName":"Serban","suffix":""},{"id":452672610,"identity":"22db5bd0-28c9-4e20-bdd3-bf4a86862d27","order_by":1,"name":"Dario Mangoni","email":"","orcid":"","institution":"Universita degli Studi di Parma","correspondingAuthor":false,"prefix":"","firstName":"Dario","middleName":"","lastName":"Mangoni","suffix":""}],"badges":[],"createdAt":"2025-04-30 13:01:40","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-6565111/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-6565111/v1","draftVersion":[],"editorialEvents":[{"content":"https://doi.org/10.1007/s11044-025-10106-9","type":"published","date":"2025-09-10T15:56:58+00:00"}],"editorialNote":"","failedWorkflow":false,"files":[{"id":91359155,"identity":"312e0db8-8223-460c-abcf-a772110b0303","added_by":"auto","created_at":"2025-09-15 16:05:22","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1724028,"visible":true,"origin":"","legend":"","description":"","filename":"SerbanMangoniChronoFMI.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6565111/v1_covered_94397219-f981-4818-a8fc-bbdcb988841b.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Functional Mock-Up Interface Support in Chrono","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"multibody-system-dynamics","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"mubo","sideBox":"Learn more about [Multibody System Dynamics](http://link.springer.com/journal/11044)","snPcode":"11044","submissionUrl":"https://submission.nature.com/new-submission/11044/3","title":"Multibody System Dynamics","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"Functional Mock-Up Interface, Project Chrono, rigid and flexible dynamics, co-simulation, model exchange","lastPublishedDoi":"10.21203/rs.3.rs-6565111/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-6565111/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eAdoption of a standardized co-simulation model exchange interface offers several advantages, including \"one-time only\" code development for model encapsulation, access to existing or future subsystem models with no changes to the co-simulation framework, and access to proprietary models and libraries. While there are several attempts at providing standard interfaces for model coupling and model exchange, the Functional Mock-up Interface (FMI) is arguably the standard with the largest user base, advocated by a large number of academic, governmental, and commercial entities. For these reasons, we opted to adopt FMI and implement a new Chrono::FMI module to provide the necessary functionality to both wrap Chrono models and simulations in so-called Functional Mock-up Units (FMU) and couple Chrono simulations to FMUs. We target both FMI 2.0 (because of its widespread use) and 3.0 (for new capabilities, useful in creating FMUs for models with large intput/output bandwidth, such as deformable terrain and sensors).This contribution describes the utility general-purpose library \\ftools, its use in Chrono::FMI, and illustrates the use of Chrono FMUs in vehicle co-simulation as well as coupling external FMUs to Chrono simulations.\u003c/p\u003e","manuscriptTitle":"Functional Mock-Up Interface Support in Chrono","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-05-08 18:18:13","doi":"10.21203/rs.3.rs-6565111/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2025-07-21T14:45:46+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2025-05-30T11:13:41+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2025-05-12T19:17:58+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"243976660039231148577142789118396464461","date":"2025-05-06T12:22:46+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"103402242922914706268503122360720448443","date":"2025-05-06T00:34:07+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"293300579244365464823003916058337047450","date":"2025-05-05T17:15:22+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2025-05-05T17:07:06+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2025-04-30T20:01:23+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2025-04-30T15:01:24+00:00","index":"","fulltext":""},{"type":"submitted","content":"Multibody System Dynamics","date":"2025-04-30T12:39:07+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"multibody-system-dynamics","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"mubo","sideBox":"Learn more about [Multibody System Dynamics](http://link.springer.com/journal/11044)","snPcode":"11044","submissionUrl":"https://submission.nature.com/new-submission/11044/3","title":"Multibody System Dynamics","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"7a2c36ae-dd0e-44d5-9efb-3db56ecdc0d9","owner":[],"postedDate":"May 8th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"published-in-journal","subjectAreas":[],"tags":[],"updatedAt":"2025-09-15T16:04:08+00:00","versionOfRecord":{"articleIdentity":"rs-6565111","link":"https://doi.org/10.1007/s11044-025-10106-9","journal":{"identity":"multibody-system-dynamics","isVorOnly":false,"title":"Multibody System Dynamics"},"publishedOn":"2025-09-10 15:56:58","publishedOnDateReadable":"September 10th, 2025"},"versionCreatedAt":"2025-05-08 18:18:13","video":"","vorDoi":"10.1007/s11044-025-10106-9","vorDoiUrl":"https://doi.org/10.1007/s11044-025-10106-9","workflowStages":[]},"version":"v1","identity":"rs-6565111","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-6565111","identity":"rs-6565111","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","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