Synchronous generator incipient fault prediction based on SVM

摘要

Aiming at the lack of technology for generator incipient condition monitoring and fault prediction, proposed SVM(Support Vector Machine) is introduced to generator incipient fault prediction. This paper takes the parametric faults of synchronous generator as an example, selects the output voltage as a monitoring signal, and combines with SVM regression prediction algorithms to achieve synchronous generators incipient fault prediction.