Data Mining for Power Electronics Health Monitoring

电力电子健康监测的数据挖掘技术该项目将使用来自制药、能源和航空航天工业的创新数据挖掘技术，与嵌入式数据收集系统合作，测试检测高可用性应用（如风力涡轮机、电力机车、高压输电和大型电机驱动）中运行电力电子系统健康长期变化的可行性。目的是提高这些系统的可用性，在减少维护和操作成本的同时增加资产回报。

Data mining techniques for Power Electronics Health MonitoringThe project will use innovative data mining techniques from the pharmaceutical, energy and aerospace industries in collaboration with an embedded data collection system to test the feasibility of detecting long term changes in the health of operational power electronics systems that are used in high availability applications such as wind turbines, electric locomotives, high voltage transmission and large motor drives.The aim is to improve the availability of these systems to increase the return on the assets at the same time as reducing maintenance and operational costs.