Research on Speed Control of Three-Phase Alternating Current Asynchronous Motor Based on Back Propagation Neural Network Tuning Proportion Integration Differentiation Control-Reference-Cited by-同舟云学术

Research on Speed Control of Three-Phase Alternating Current Asynchronous Motor Based on Back Propagation Neural Network Tuning Proportion Integration Differentiation Control

Published:2022-06-01 Issue:6 Volume:17 Page:958-966
ISSN:1555-130X
Container-title:Journal of Nanoelectronics and Optoelectronics
language:en
Short-container-title:Journal of Nanoelectronics and Optoelectronics

Author:

Gao Peichang¹,Yang Peihong²

Affiliation:

1. Communication Signal System, Baotou Inner Mongolia, 014010, China

2. College of Information Engineering, Inner Mongolia University of Science and Technology, Baotou Inner Mongolia, 014010, China

Abstract

In order to optimize the speed control effect of three-phase AC asynchronous motor, the speed control method of three-phase AC asynchronous motor based on BP neural network tuning PID control is studied. The mathematical model of the three-phase AC asynchronous motor is constructed. After the three-phase AC asynchronous motor is transformed into a computer analytical calculation mode in the mathematical model mode, the current operating speed of the three-phase AC asynchronous motor is measured by the speed tracking measurement method of the three-phase AC asynchronous motor. The speed control method of three-phase AC asynchronous motor based on BP neural network tuning PID control is adopted to realize the speed control of three-phase AC asynchronous motor. The experimental results show that the proposed method can accurately measure the current running speed of three-phase AC asynchronous motor and complete the speed regulation of three-phase AC asynchronous motor within 15 s. It has significant application value in similar methods.

Publisher

American Scientific Publishers

Subject

Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials

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