In the first step, the ARX models are established for known faults and unknown faults.The auto-regressive parameters extracted from the model are regarded as the fault feature.

• 在故障特征提取中，针对已知故障和测试故障分别建立ARX模型，提取ARX模型的自回归系数作为故障特征。