Data distribution based kernel parameter optimization for fault classifier

Aimed at parameter optimization of fault classifier, the principle of kernel parameter optimization based on data distribution was discussed. Then a simplified algorithm was proposed in order to achieve parameter optimization of fault classifier for turbo-generator sets. Testing results show that the classification capability of the fault classifier can be improved by using the simplified algorithm with high efficiency. But the adaptability of the simplified algorithm needs to be improved.