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Author:

Shi, Zhaoyao (Shi, Zhaoyao.) | Zhang, Pan (Zhang, Pan.) | Lin, Jiachun (Lin, Jiachun.)

Indexed by:

EI

Abstract:

Aiming at the influence of nonlinear friction characteristics on position tracking accuracy in harmonic drive servo drive system, a method of nonlinear friction modeling and compensation was proposed, and the control accuracy of the system was improved combined with fuzzy active disturbance rejection control (ADRC). Firstly, the mathematical model of permanent magnet synchronous motor in electromechanical actuator was given, the dynamic model of harmonic drive was constructed, and the relationship between friction torque and control current was deduced. Then, the corresponding torque currents at different speeds were obtained by wavelet de-noising and Kalman filter, and the speed torque curve was obtained. The functional relationship between speed and control current was obtained by cubic Gaussian fitting. Then, according to the principle of ADRC and fuzzy control, the fuzzy rules were formulated and the Fuzzy-ADRC was designed. Thirdly, according to the fitted function, feedforward compensation was added to the Fuzzy-ADRC to suppress the nonlinear friction in the harmonic drive and improve the control accuracy of the system. Finally, the experimental results show that the root mean square value of position tracking error under no-load state and load state is reduced by about 180 and 176 compared with PI control method. © 2023 Editorial Department of Electric Machines and Control. All rights reserved.

Keyword:

Kalman filters Friction Fuzzy inference Fuzzy control Disturbance rejection Electromechanical devices Permanent magnets Harmonic analysis Tracking (position) Fuzzy filters Electromechanical actuators

Author Community:

  • [ 1 ] [Shi, Zhaoyao]Beijing Engineering Research Center of Precision Measurement Technology and Instruments, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Zhang, Pan]Beijing Engineering Research Center of Precision Measurement Technology and Instruments, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Lin, Jiachun]Beijing Engineering Research Center of Precision Measurement Technology and Instruments, Beijing University of Technology, Beijing; 100124, China

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Source :

Electric Machines and Control

ISSN: 1007-449X

Year: 2023

Issue: 12

Volume: 27

Page: 171-181 and 193

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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