基于PCA的SVM提升机故障诊断方法研究

Application and Research on Method of Support Vector Machine Mine Hoist Fault Diagnosis Based on Principal Component Analysis

如何提高可靠性与安全性一直是提升机诊断系统最关注的问题,从处理诊断的数据模型出发,提出了基于PCA的SVM提升机故障诊断方法,探讨了SVM方法,并结合实际验证方法的可行性。

The issues how to improve the diagnostic systems of mine hoists＇reliability and security have been most concerned ,dealing with the diagnosis of the starting data model is proposed based on PCA-SVM to enhance machine fault diagnosis method discussed SVM method, combined with the actual authentication method feasibility.