Research on Speed Regulation System of Underground Belt Conveyor Based on Genetic-Fuzzy Control

In order to improve the speed control effect of the underground belt conveyor under operating condition, to ensure the belt speed matches the detected coal flow in real time, and to prevent the occurrence of coal pile-up failure, the work in this paper proposes a method to optimize the fuzzy control...

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Bibliographic Details
Main Authors: Huang, Xiangdong, Liu, Xie, Jiang, Wei, Pan, Hongguang
Format: Conference Proceeding
Language:English
Subjects:
Belts
Coal
Fuzzy control
Genetic algorithm
Production
Real-time systems
Regulation
Software packages
Speed regulation control
Underground belt conveyor
Velocity control
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Summary:In order to improve the speed control effect of the underground belt conveyor under operating condition, to ensure the belt speed matches the detected coal flow in real time, and to prevent the occurrence of coal pile-up failure, the work in this paper proposes a method to optimize the fuzzy control rules using genetic algorithm to realize the belt conveyor speed control. The fuzzy controller optimized by the genetic algorithm program is simulated and analyzed in Simulink. The experimental results show that when the Genetic Algorithm optimizes the Fuzzy Controller, the overshoot of the system is reduced to 1%, the steady-state error is eliminated, and the control effect is better.
ISSN:2693-2776
DOI:10.1109/IMCEC55388.2022.10019971