Aiming at the different loss by error judge in fault diagnosis, the fuzzy membership based on the loss function is defined and optimal hyperplane is modified.

• 针对故障诊断等问题中误判造成的损失不同这一特点,定义了基于损失函数的模糊隶属度,并得出了修正后的最优分类面。