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制药、能源和航空航天行业的创新数据挖掘技术，并与嵌入式数据收集系统合作，测试检测运行中的电力电子系统健康状况长期变化的可行性，这些系统用于高可用性应用，如风力涡轮机、电力机车、高压输电和大型电机驱动。目的是提高这些系统的可用性，在降低维护和运营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.