A new fuzzy control system based on the adaptive immersion and invariance control for brushless DC motors
Autor: | Mehdi Siahi, Akram Sedaghati, Naser Pariz, Roohollah Barzamini |
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Rok vydání: | 2020 |
Předmět: |
Lyapunov stability
0209 industrial biotechnology Control and Optimization Computer science Mechanical Engineering 02 engineering and technology Fuzzy control system 01 natural sciences Fuzzy logic Stability (probability) DC motor 020901 industrial engineering & automation Control and Systems Engineering Approximation error Control theory Modeling and Simulation 0103 physical sciences Electrical and Electronic Engineering Constant (mathematics) 010301 acoustics Civil and Structural Engineering |
Zdroj: | International Journal of Dynamics and Control. 9:807-817 |
ISSN: | 2195-2698 2195-268X |
DOI: | 10.1007/s40435-020-00663-6 |
Popis: | In this study a novel type-2 fuzzy control approach on basis of the adaptive immersion and invariance (I&I) control method is proposed to control of brushless DC motors (BLDCMs). The parameters of the mathematical model of the BLDCM are considered to be unknown and furthermore the dynamics of BLDCM are disturbed by changes of some variables such load torque and phases resistance. The stability is analyzed based on the adaptive I&I theorem and some tuning laws are derived for uncertain parameters. Furthermore, the approximation error is tackled by the proposed fuzzy compensator. The parameters of the fuzzy compensator are tuned through the Lyapunov stability method. The reference signal tracking performance of the suggested control technique is examined in three cases. In the first case the load torque and phases resistance are constant, in the second case the phases resistance is considered to be time-varying and the load torque is abruptly changed and finally in the third case, a comparison with some other well-known control techniques is taken to account. It is shown that the proposed controller results in desired performance. |
Databáze: | OpenAIRE |
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