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Updated: Jun 3, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

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Published on: October 28, 2022

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在双区域的水力风力发电系统中,使用LSTM + GA-PID控制器与增强的拉格兰方法来增强负载频率控制的方法

Ritesh Dash1, Kalvakurthi Jyotheeswara Reddy1, Bhabasis Mohapatra2

  • 1School of EEE, REVA University, Bangalore, India.

Scientific reports
|January 8, 2025
PubMed
概括

本研究介绍了一种先进的负载频率控制 (LFC) 策略,使用混合长短期记忆 (LSTM) 神经网络和基因算法优化PID (GA-PID) 控制器用于水力风电系统. 这种新的方法显著减少了负载干扰期间的沉降时间和超标.

关键词:
调节频率的调节器遗传算法 遗传算法 遗传算法这是LSTM的LSTM.负载频率控制器负载频率控制器在PID控制器控制器中,PID控制器控制器电力系统控制系统的控制系统.

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