中文说明：采用SVM支持向量机，对5种故障进行分类诊断，程序可实现判断故障是否发生，并发生的故障类型进行诊断，根据故障数据分析故障类型，相比于传统神经网络算法具有更强的小样本数据分类能力。
English Description：
SVM support vector machine is used to classify and diagnose five kinds of faults. The program can judge whether the fault occurs or not, and diagnose the types of faults. The fault types are analyzed according to the fault data. Compared with the traditional neural network algorithm, it has stronger classification ability of small sample data.