Fault Diagnosis and Fault Tolerant Control of High Power Variable Frequency Speed Control System Based on Data Driven

2019 ◽  
pp. 245-253
Author(s):  
Yuedou Pan ◽  
Yongliang Li
Keyword(s):  
Control System ◽  
Fault Diagnosis ◽  
High Power ◽  
Fault Tolerant ◽  
Fault Tolerant Control ◽  
Speed Control ◽  
Data Driven ◽  
Variable Frequency ◽  
Speed Control System

The Application of PSO-BP Neural Network PID Controller in Variable Frequency Speed Regulation System

2014 ◽  
Vol 599-601 ◽  
pp. 1090-1093 ◽  
Author(s):  
Chun Hua Li ◽  
Shao Xiong Xu ◽  
Yang Xie ◽  
Jie Zhao
Keyword(s):  
Neural Network ◽  
Control System ◽  
Bp Neural Network ◽  
Pid Controller ◽  
Speed Control ◽  
Regulation System ◽  
Particle Swarm Algorithm ◽  
Variable Frequency ◽  
Speed Control System ◽  
Neural Network Pid

Variable frequency speed control system hold good stability,more efficient,more energy conservation etc, so it has been widely used in the industrial areas,but the control strategy of traditional was difficult to achieve the desired control effect.This paper adopt particle swarm algorithm and BP neural network to construct the PID controller of PSO-BP neural network , the M-Files of PSO-BP neural network PID based on MATLAB through S-Function, and the mode of PSO-BP neural network PID variable frequency speed control system was established in SIMULINK platform.Simulation results show that the controller hold well robustness, follow and stability,and the dynamic characteristics of the original system was improved, the application value of this method in the variable frequency speed control system was proved.

scholarly journals Data Driven Fault Diagnosis and Fault Tolerant Control: Some Advances and Possible New Directions

2009 ◽  
Vol 35 (6) ◽  
pp. 739-747
Author(s):  
Hongm WANG ◽  
Tian-You CHAI ◽  
Jin-Liang DING ◽  
Martin BROWN
Keyword(s):  
Fault Diagnosis ◽  
Fault Tolerant ◽  
Fault Tolerant Control ◽  
Data Driven ◽  
New Directions
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