Research on Aviation Synchronous Generator's Dynamic Performance Based on Empirical Mode Decomposition and Support Vector Machine
Guo Chuang · Small & Special Electrical Machines · 2012
Based on the in-depth study of empirical mode decomposition and support vector machine algorithm,a model for aviation synchronous generator's dynamic performance was presented.The EMD method was 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 show that the dynamic transient process of aviation synchronous generator's voltage regulation is successfully described by the model,and the method is correct and reliable.