张雅,樊艳芳,刘群杰.智能电能表故障预警系统的设计与开发[J].电测与仪表,2021,58(1):183-188. Zhang Ya,Fan Yanfang,Liu Qunjie.Design and Development of Smart Meter Fault early warning system[J].Electrical Measurement & Instrumentation,2021,58(1):183-188.
智能电能表故障预警系统的设计与开发
Design and Development of Smart Meter Fault early warning system
Smart meter are widely used owing to the convenience of information collection and the perfection of their functions. How to maintain such a large number of smart meters efficiently and pertinently is a challenge for power operation enterprises. In order to solve this problem, a fault early-warning method of smart meter based on data mining technology is proposed in this paper. The fault early-warning model of smart meter is constructed by using c5.0 algorithm, and the model is trained through a large number of training sets, and then the early-warning accuracy of the model is obtained by using the test sets. A fault early-warning system is built through VS 2016 platform. The simulation results show that the system can accurately warn the running state of smart meter. According to the early-warning results, the electric power operation enterprises can carry on the key inspection to the abnormal meter according to the early-warning result, thus saving the manpower and material resources wasted due to the household investigation.
