1. A High Performance Direct Torque Control of PMBLDC Motor using AI.
- Author
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Krishna, A. V. Sayee, Kumar, Sendil, and Henry, Joseph
- Subjects
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BRUSHLESS direct current electric motors , *TORQUE control , *ARTIFICIAL intelligence , *FUZZY logic , *PERMANENT magnet motors , *ALTERNATING current electric motors , *GENETIC algorithms - Abstract
This paper deals with the direct torque control (DTC) of PMBLDC motor using Artificial Intelligence (AI) to improve the performance of the DTC scheme. Though the conventional controllers are commonly used in practice, they have failed to perform satisfactorily under nonlinear conditions and parameter variations. In the proposed work, an AI based control scheme is introduced to control the torque and the flux linkage angle of the DTC scheme. Torque error and flux linkage angle of the DTC scheme are fuzzified and it is auto tuned by GA to improve the dynamic characteristic. Simulation results of the conventional control scheme are compared with the AI based control scheme and the later is found to be satisfactory with improved performance. [ABSTRACT FROM AUTHOR]
- Published
- 2015