基于机理建模与大数据技术的风电设备故障诊断与预测分析

Analysis of Fault Diagnosis and Prediction of Wind Power Equipment Based on Mechanism Modeling and Big Data

阐述风电设备故障诊断与预测的特点、机理建模技术和大数据技术的原理。探讨基于机理建模与大数据技术的风电设备故障诊断与预测方法、典型案例和实践应用,分析挑战和未来发展。

This paper describes the characteristics,mechanism modeling techniques,and principles of big data technology for fault diagnosis and prediction of wind power equipment.It explores the fault diagnosis and prediction methods,typical cases,and practical applications of wind power equipment based on mechanism modeling and big data technology,analyzes challenges and future development.