智能化控制技术在风电场运维优化中的应用

Application of Intelligent Control Technology in Wind Farm Operation and Maintenance Optimization

阐述智能化控制技术在风电场运维优化中的应用,包括实时监测和故障预测、运行控制优化、远程监控和管理、事故预警和安全管理。从数据分析和特征提取、故障预测与诊断模型、优化控制算法、远程监控与决策支持、场景模拟与仿真方面,分析智能化控制的算法与模型。

This paper expounds the application of intelligent control technology in wind farm operation and maintenance optimization,including real-time monitoring and fault prediction,optimized operation control,remote monitoring and management,accident warning,and safety management.It analyzes intelligent control algorithms and models from the aspects of data analysis and feature extraction,fault prediction and diagnosis models,optimization control algorithms,remote monitoring and decision support,scenario simulation and emulation.