Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor
An adaptive fuzzy control method is developed to control chaos in the permanent magnet synchronous motor drive system via backstepping. Fuzzy logic systems are used to approximate unknown nonlinearities, and an adaptive backstepping technique is employed to construct controllers. The proposed contro...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2010-01-01
|
| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2010/269283 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832552972873105408 |
|---|---|
| author | Jinpeng Yu Junwei Gao Yumei Ma Haisheng Yu Songfeng Pan |
| author_facet | Jinpeng Yu Junwei Gao Yumei Ma Haisheng Yu Songfeng Pan |
| author_sort | Jinpeng Yu |
| collection | DOAJ |
| description | An adaptive fuzzy control method is developed to control chaos in the permanent magnet synchronous motor drive system via backstepping. Fuzzy logic systems are used to approximate unknown nonlinearities, and an adaptive backstepping technique
is employed to construct controllers. The proposed controller can suppress the chaos of PMSM and track the reference signal successfully. The simulation results illustrate its effectiveness. |
| format | Article |
| id | doaj-art-3fc6ae526ed24de9bf8a641e9cebd178 |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2010-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-3fc6ae526ed24de9bf8a641e9cebd1782025-02-03T05:57:11ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2010-01-01201010.1155/2010/269283269283Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous MotorJinpeng Yu0Junwei Gao1Yumei Ma2Haisheng Yu3Songfeng Pan4Institute of Complexity Science, Qingdao University, Qingdao 266071, ChinaInstitute of Complexity Science, Qingdao University, Qingdao 266071, ChinaInstitute of Complexity Science, Qingdao University, Qingdao 266071, ChinaInstitute of Complexity Science, Qingdao University, Qingdao 266071, ChinaInstitute of Complexity Science, Qingdao University, Qingdao 266071, ChinaAn adaptive fuzzy control method is developed to control chaos in the permanent magnet synchronous motor drive system via backstepping. Fuzzy logic systems are used to approximate unknown nonlinearities, and an adaptive backstepping technique is employed to construct controllers. The proposed controller can suppress the chaos of PMSM and track the reference signal successfully. The simulation results illustrate its effectiveness.http://dx.doi.org/10.1155/2010/269283 |
| spellingShingle | Jinpeng Yu Junwei Gao Yumei Ma Haisheng Yu Songfeng Pan Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor Discrete Dynamics in Nature and Society |
| title | Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor |
| title_full | Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor |
| title_fullStr | Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor |
| title_full_unstemmed | Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor |
| title_short | Robust Adaptive Fuzzy Control of Chaos in the Permanent Magnet Synchronous Motor |
| title_sort | robust adaptive fuzzy control of chaos in the permanent magnet synchronous motor |
| url | http://dx.doi.org/10.1155/2010/269283 |
| work_keys_str_mv | AT jinpengyu robustadaptivefuzzycontrolofchaosinthepermanentmagnetsynchronousmotor AT junweigao robustadaptivefuzzycontrolofchaosinthepermanentmagnetsynchronousmotor AT yumeima robustadaptivefuzzycontrolofchaosinthepermanentmagnetsynchronousmotor AT haishengyu robustadaptivefuzzycontrolofchaosinthepermanentmagnetsynchronousmotor AT songfengpan robustadaptivefuzzycontrolofchaosinthepermanentmagnetsynchronousmotor |