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FMI-based co-simulation method and test verification for tractor power-shift transmission
The tractor power-shift transmission (PST) research and development is a design process that incorporates many disciplines such as mechanical, control, and electronics. Modeling and simulation are typically dependent on various commercial tools for each discipline, making simulation, integration, an...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836372/ https://www.ncbi.nlm.nih.gov/pubmed/35148348 http://dx.doi.org/10.1371/journal.pone.0263838 |
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author | Wu, Yiwei Mao, Yawei Xu, Liyou |
author_facet | Wu, Yiwei Mao, Yawei Xu, Liyou |
author_sort | Wu, Yiwei |
collection | PubMed |
description | The tractor power-shift transmission (PST) research and development is a design process that incorporates many disciplines such as mechanical, control, and electronics. Modeling and simulation are typically dependent on various commercial tools for each discipline, making simulation, integration, and verification of system-level models problematic. Aiming at this, we propose a PST multi-domain co-simulation method based on the functional mock-up interface (FMI) standard, analyze the FMI-based simulation mechanism and the PST simulation system logical structure, and established the PST mechanical system model, control system model, tractor engine model, and tractor dynamic model. Based on FMI, these models are integrated into a PST co-simulation model. The starting speed, final drive half shaft speed and torque were simulated and tested. Among them, the simulation and the test starting time are 2.7s and 2.8s respectively, and the two speed curves are consistent; the simulation and the test final drive half shaft torque are approximately equal with a value of 1.5kN·m; the average Theil’s inequality coefficients (TIC) value of the simulation and the test final drive half shaft speed is 0.1375, which is less than 0.25. The results show that the simulation and the test results are consistent, the PST co-simulation model is accurate, and the co-simulation method is feasible, which can improve the efficiency of tractor PST system development. |
format | Online Article Text |
id | pubmed-8836372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-88363722022-02-12 FMI-based co-simulation method and test verification for tractor power-shift transmission Wu, Yiwei Mao, Yawei Xu, Liyou PLoS One Research Article The tractor power-shift transmission (PST) research and development is a design process that incorporates many disciplines such as mechanical, control, and electronics. Modeling and simulation are typically dependent on various commercial tools for each discipline, making simulation, integration, and verification of system-level models problematic. Aiming at this, we propose a PST multi-domain co-simulation method based on the functional mock-up interface (FMI) standard, analyze the FMI-based simulation mechanism and the PST simulation system logical structure, and established the PST mechanical system model, control system model, tractor engine model, and tractor dynamic model. Based on FMI, these models are integrated into a PST co-simulation model. The starting speed, final drive half shaft speed and torque were simulated and tested. Among them, the simulation and the test starting time are 2.7s and 2.8s respectively, and the two speed curves are consistent; the simulation and the test final drive half shaft torque are approximately equal with a value of 1.5kN·m; the average Theil’s inequality coefficients (TIC) value of the simulation and the test final drive half shaft speed is 0.1375, which is less than 0.25. The results show that the simulation and the test results are consistent, the PST co-simulation model is accurate, and the co-simulation method is feasible, which can improve the efficiency of tractor PST system development. Public Library of Science 2022-02-11 /pmc/articles/PMC8836372/ /pubmed/35148348 http://dx.doi.org/10.1371/journal.pone.0263838 Text en © 2022 Wu et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wu, Yiwei Mao, Yawei Xu, Liyou FMI-based co-simulation method and test verification for tractor power-shift transmission |
title | FMI-based co-simulation method and test verification for tractor power-shift transmission |
title_full | FMI-based co-simulation method and test verification for tractor power-shift transmission |
title_fullStr | FMI-based co-simulation method and test verification for tractor power-shift transmission |
title_full_unstemmed | FMI-based co-simulation method and test verification for tractor power-shift transmission |
title_short | FMI-based co-simulation method and test verification for tractor power-shift transmission |
title_sort | fmi-based co-simulation method and test verification for tractor power-shift transmission |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836372/ https://www.ncbi.nlm.nih.gov/pubmed/35148348 http://dx.doi.org/10.1371/journal.pone.0263838 |
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