Design of Neutrosophic Self-Tuning PID Controller for AC Permanent Magnet Synchronous Motor Based on Neutrosophic Theory | Zendy

Zhongliang Fu | Zendy; Chunping Liu | Zendy; Shengyi Ruan | Zendy; Kun Chen | Zendy

Open Access

Design of Neutrosophic Self-Tuning PID Controller for AC Permanent Magnet Synchronous Motor Based on Neutrosophic Theory

Author(s) -

Zhongliang Fu,

Chunping Liu,

Shengyi Ruan,

Kun Chen

Publication year - 2021

Publication title -

mathematical problems in engineering

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.262

H-Index - 62

eISSN - 1026-7077

pISSN - 1024-123X

DOI - 10.1155/2021/5548184

Subject(s) - pid controller , control theory (sociology) , controller (irrigation) , control engineering , genetic algorithm , computer science , permanent magnet synchronous motor , magnet , control (management) , engineering , artificial intelligence , temperature control , machine learning , mechanical engineering , agronomy , biology

In practical control applications, AC permanent magnet synchronous motors need to work in different response characteristics. In order to meet this demand, a controller which can independently realize the different response characteristics of the motor is designed based on neutrosophic theory and genetic algorithm. According to different response characteristics, neutrosophic membership functions are constructed. Then, combined with the cosine measure theorem and genetic algorithm, the neutrosophic self-tuning PID controller is designed. It can adjust the parameters of the controller according to response requirements. Finally, three kinds of controllers with typical system response characteristics are designed by using Simulink. The effectiveness of the designed controller is verified by simulation results.

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