Aiming at the actual situation of the on-line monitoring and controlling system of the electric information acquisition system, the paper introduces a method of detecting the anomaly of the electric energy meter based on the LOF outlier detection algorithm, which can be used to detect the occasional anomaly or the trend anomaly. This method can effectively improve the accuracy of this kind of anomaly judgment, avoid the fault of the fault, and improve the working efficiency of the fault treatment.