Research on Aviation Synchronous Generator Dynamic Performance Based on Empirical Mode Decomposition and Support Vector Machine

摘要：

Based on the in-depth study of empirical mode decomposition (EMD) and support vector machine (SVM) algorithm, a model for aviation synchronous generator dynamic performance was presented. The EMD method was firstly used to denoise the input signal of the model. The SVM method was used to establish the model of synchronous generator’s dynamic performance under the condition of instant load and unload. The results showed that the dynamic transient process of aviation synchronous generator’s voltage regulation was successfully described by the model, so this method was proven to be correct and reliable.

关键词： empirical mode decomposition dynamic performance support vector machine synchronous generator

作者: Wei Tang Dongchao Yan Chuang Guo

作者单位: College of Engineering, Air Force Engineering University12th team of Graduate Management Battalion o College of Engineering, Air Force Engineering University 12th team of Graduate Management Battalion

会议类型: 国际会议

会议名称: IEEE 10th International Conference on Industrial Informatics(第十届IEEE工业信息学国际学术会议 INDIN2012)

会议地点: 北京

会议语种:英文

页码: 729-734

在线出版日期: 2012-07-25（万方平台首次上网日期，不代表论文的发表时间）