吴瀛.基于决策树算法的关口计量装置运行状态评估[J].电测与仪表,2021,58(2):183-189. WU Ying.Assess the state of the gateway metering device based on Decision Tree Algorithm[J].Electrical Measurement & Instrumentation,2021,58(2):183-189.
基于决策树算法的关口计量装置运行状态评估
Assess the state of the gateway metering device based on Decision Tree Algorithm
In view of the large number of gateway metering devices, large cycle inspection workload, low efficiency of manual inspection, high inspection cost, long fault location period, and uncontrollable operation status of the gate metering device, this paper proposes to establish a monitoring system for the gate metering device based on decision tree algorithm. The decision tree algorithm implements a rapid evaluation method for the operating state of the gateway metering device. In this paper, the demand analysis of the condition monitoring system of the gateway metering device is carried out, then the decision tree algorithm is introduced. Finally, the decision tree algorithm is applied to study the historical operation data of the gateway measuring device, and finally the result is run in the monitoring system of the gateway measuring device. The results show that the decision tree algorithm can be used to quickly assess the state of the gateway metering device.
