Research on Autodisturbance-Rejection Control of Induction Motors Based on an Ant Colony Optimization Algorithm | IEEE Journals & Magazine | IEEE Xplore

Research on Autodisturbance-Rejection Control of Induction Motors Based on an Ant Colony Optimization Algorithm


Abstract:

An autodisturbance-rejection control (ADRC) of an induction motor based on an ant colony optimization (ACO) algorithm is proposed in this paper, in order to realize the p...Show More

Abstract:

An autodisturbance-rejection control (ADRC) of an induction motor based on an ant colony optimization (ACO) algorithm is proposed in this paper, in order to realize the precise decoupling of the induction motor and the disturbance compensation. A novel control method employs ACO as an automatic tune mechanism for an ADRC controller. According to the feedback information from the induction motor, an optimal solution can be achieved via the optimization mechanism and self-learning ability of ACO after the iterative calculation; therefore, the reliance of the ADRC controller on parameters can be reduced. The simulation and experimental results indicate that the robustness of the proposed optimal design method for ADRC is better than that of the conventional ADRC when the disturbances occur and that the method is feasible and effective.
Published in: IEEE Transactions on Industrial Electronics ( Volume: 65, Issue: 4, April 2018)
Page(s): 3077 - 3094
Date of Publication: 11 September 2017

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