Research on Optimization of Electrical Automation Control System Based on Artificial Intelligence
With the rapid development of artificial intelligence technology,applying it to electrical automation control systems has become an important research direction.This article conducts an optimization study of electrical automation control systems based on artificial intelligence technology.Firstly,it analyzes the characteristics and existing problems of electrical automation control systems.Secondly,it introduces the current application status of artificial intelligence technology in electrical automation control systems.Then,it proposes optimization methods for electrical automation control systems based on artificial intelligence,including control strategy optimization based on neural networks,intelligent decision-making optimization based on fuzzy logic,and parameter optimization based on genetic algorithms.The effectiveness of the proposed methods is verified through simulation experiments.The research results show that the optimization methods based on artificial intelligence can effectively improve the control performance and intelligence level of electrical automation control systems.
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