基于智能控制的风电机组性能优化分析

Analysis of Performance Optimization of Wind Turbine Based on Intelligent Control

阐述风电机组的结构和原理,风机控制系统的概念,探讨智能控制在风电机组性能优化中的应用,包括模糊控制、神经网络控制、遗传算法优化控制和模型预测控制策略。仿真实验结果表明,智能控制技术在风电机组性能优化中具有优势。

This paper expounds the structure and principles of wind turbines,the concept of wind turbine control systems,and explores the application of intelligent control in wind turbine performance optimization,including fuzzy control,neural network control,genetic algorithm optimization control,and model predictive control strategies.The simulation experiment results show that intelligent control technology has advantages in optimizing the performance of wind turbines.