Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO
The speed ratio of EM- CVT can be adjusted by controlling the motor angle and the power source of speed ratio change is provided by a single motor. The control strategy based on Fuzzy- PID is proposed to improve the control precision of speed ratio control system and the fuzzy- PID is optimized by P...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2016-01-01
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| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.12.006 |
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| _version_ | 1850069484726910976 |
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| author | Zhang Lanchun Liu Sen Wang Wei Shen Hongsheng Wang Shanfeng |
| author_facet | Zhang Lanchun Liu Sen Wang Wei Shen Hongsheng Wang Shanfeng |
| author_sort | Zhang Lanchun |
| collection | DOAJ |
| description | The speed ratio of EM- CVT can be adjusted by controlling the motor angle and the power source of speed ratio change is provided by a single motor. The control strategy based on Fuzzy- PID is proposed to improve the control precision of speed ratio control system and the fuzzy- PID is optimized by PSO algorithm. The Fuzzy PID speed ratio controller model is set up,whose parameter factors are optimized by the PSO algorithm to realize the optimization of the speed ratio control system. The simulation is carried out and the results show that the Fuzzy- PID controller optimized by PSO algorithm can improve the control precision of system and the performance of the speed ratio tracking performance. |
| format | Article |
| id | doaj-art-56d27dd8911941abb397eb6f00a3e82e |
| institution | DOAJ |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2016-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-56d27dd8911941abb397eb6f00a3e82e2025-08-20T02:47:46ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392016-01-0140273129927423Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSOZhang LanchunLiu SenWang WeiShen HongshengWang ShanfengThe speed ratio of EM- CVT can be adjusted by controlling the motor angle and the power source of speed ratio change is provided by a single motor. The control strategy based on Fuzzy- PID is proposed to improve the control precision of speed ratio control system and the fuzzy- PID is optimized by PSO algorithm. The Fuzzy PID speed ratio controller model is set up,whose parameter factors are optimized by the PSO algorithm to realize the optimization of the speed ratio control system. The simulation is carried out and the results show that the Fuzzy- PID controller optimized by PSO algorithm can improve the control precision of system and the performance of the speed ratio tracking performance.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.12.006EM-CVTPSOFuzzy PIDSpeed ratio control |
| spellingShingle | Zhang Lanchun Liu Sen Wang Wei Shen Hongsheng Wang Shanfeng Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO Jixie chuandong EM-CVT PSO Fuzzy PID Speed ratio control |
| title | Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO |
| title_full | Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO |
| title_fullStr | Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO |
| title_full_unstemmed | Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO |
| title_short | Study on the Speed Ratio Control of Fuzzy PID Control for EM- CVT based on PSO |
| title_sort | study on the speed ratio control of fuzzy pid control for em cvt based on pso |
| topic | EM-CVT PSO Fuzzy PID Speed ratio control |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.12.006 |
| work_keys_str_mv | AT zhanglanchun studyonthespeedratiocontroloffuzzypidcontrolforemcvtbasedonpso AT liusen studyonthespeedratiocontroloffuzzypidcontrolforemcvtbasedonpso AT wangwei studyonthespeedratiocontroloffuzzypidcontrolforemcvtbasedonpso AT shenhongsheng studyonthespeedratiocontroloffuzzypidcontrolforemcvtbasedonpso AT wangshanfeng studyonthespeedratiocontroloffuzzypidcontrolforemcvtbasedonpso |