Faced with the fact that training samples belonging to normal operation status are much more than ones belonging to abnormal operation status,the weighted support vector machine is presented.

• 针对污水处理过程运行状态监控中的正常运行状态样本数多而异常运行状态样本数少的特点,提出加权支持向量机方法。