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Electronic parking algorithm of new energy vehicle on slope based on FMPC
Since the unique structure and transmission mode of new energy vehicles, the problem of parking prediction and control has always been the focus of its research. Therefore, to handle the predictive control problem of new energy vehicles in slope environments, the FMPC algorithm is applied to replace...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643481/ https://www.ncbi.nlm.nih.gov/pubmed/38027786 http://dx.doi.org/10.1016/j.heliyon.2023.e21587 |
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author | Wang, Biao Zhang, Shangyue Ji, Wujun Gao, Yun |
author_facet | Wang, Biao Zhang, Shangyue Ji, Wujun Gao, Yun |
author_sort | Wang, Biao |
collection | PubMed |
description | Since the unique structure and transmission mode of new energy vehicles, the problem of parking prediction and control has always been the focus of its research. Therefore, to handle the predictive control problem of new energy vehicles in slope environments, the FMPC algorithm is applied to replace the core PID controller of new energy vehicles, and it is effectively validated using automotive simulation software on different slopes and vehicle masses. The experimental results indicate that new energy vehicles with FMPC algorithm can complete parking in about 6 s under different slopes and vehicle masses, while the PID algorithm may experience shaking and displacement. The FMPC algorithm proposed in the study achieves better results in electronic parking control of new energy vehicles on slopes, effectively improving the parking stability of new energy vehicles, which has practicality in practical slope parking of new energy vehicles. |
format | Online Article Text |
id | pubmed-10643481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-106434812023-10-30 Electronic parking algorithm of new energy vehicle on slope based on FMPC Wang, Biao Zhang, Shangyue Ji, Wujun Gao, Yun Heliyon Research Article Since the unique structure and transmission mode of new energy vehicles, the problem of parking prediction and control has always been the focus of its research. Therefore, to handle the predictive control problem of new energy vehicles in slope environments, the FMPC algorithm is applied to replace the core PID controller of new energy vehicles, and it is effectively validated using automotive simulation software on different slopes and vehicle masses. The experimental results indicate that new energy vehicles with FMPC algorithm can complete parking in about 6 s under different slopes and vehicle masses, while the PID algorithm may experience shaking and displacement. The FMPC algorithm proposed in the study achieves better results in electronic parking control of new energy vehicles on slopes, effectively improving the parking stability of new energy vehicles, which has practicality in practical slope parking of new energy vehicles. Elsevier 2023-10-30 /pmc/articles/PMC10643481/ /pubmed/38027786 http://dx.doi.org/10.1016/j.heliyon.2023.e21587 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Wang, Biao Zhang, Shangyue Ji, Wujun Gao, Yun Electronic parking algorithm of new energy vehicle on slope based on FMPC |
title | Electronic parking algorithm of new energy vehicle on slope based on FMPC |
title_full | Electronic parking algorithm of new energy vehicle on slope based on FMPC |
title_fullStr | Electronic parking algorithm of new energy vehicle on slope based on FMPC |
title_full_unstemmed | Electronic parking algorithm of new energy vehicle on slope based on FMPC |
title_short | Electronic parking algorithm of new energy vehicle on slope based on FMPC |
title_sort | electronic parking algorithm of new energy vehicle on slope based on fmpc |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643481/ https://www.ncbi.nlm.nih.gov/pubmed/38027786 http://dx.doi.org/10.1016/j.heliyon.2023.e21587 |
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