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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Guven, M.K. Rehman, H. Derdiyok, A. Yu, L. |
| Copyright Year | 2001 |
| Description | Author affiliation: Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA (Guven, M.K.) |
| Abstract | An adaptive parallel distributed compensator (APDC) using Takagi-Sugeno fuzzy systems for indirect field oriented (IFO) induction machines is proposed. An on-line method is used to adjust the parameters of a Takagi-Sugeno identifier model to match the behavior of IFO induction machine drive system. Then, using the certainty equivalence principle, the parameters of the Takagi-Sugeno identifier model are employed in a standard control design method for the standard parallel distributed compensator to provide a global asymptotically stable equilibrium for the closed loop IFO drive system. In this way, identifier does not need to have any initial knowledge about the IFO drive system and as the identifier becomes more accurate, the controller parameters of the parallel distributed compensator will be adjusted, and if the identifier succeeds in its task, the controller will too. The proposed controller is simulated for a 5 hp induction machine drive system. The comparison of the standard PI and APDC is presented by simulation as well. These results prove that the proposed controller is robust to load changes and system disturbances and can also follow different command trajectories very well without any re-tuning of the controller. |
| Sponsorship | IEEE Ind. Applications, Power Electron., & Power Eng. Soc |
| Starting Page | 486 |
| Ending Page | 491 |
| File Size | 485823 |
| Page Count | 6 |
| File Format | |
| ISBN | 0780370910 |
| DOI | 10.1109/IEMDC.2001.939350 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2001-06-17 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Induction machines Drives Fuzzy control Takagi-Sugeno model Control systems Fuzzy systems Control design Fuzzy logic Robust control Electrical equipment industry |
| Content Type | Text |
| Resource Type | Article |
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