State discrimination method for gateway electrical energy metering device based on the multiple agents
An electric energy metering device and multi-agent technology, applied in the direction of measuring devices, measuring electric variables, instruments, etc., can solve the problems of inconsistent use of electric energy metering devices, heavy workload, affecting the fairness and fairness of metering, etc., and achieve improvement State recognition rate, accurate error discrimination, and the effect of reducing economic losses
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[0032] Below in conjunction with accompanying drawing, the present invention is further described:
[0033] Such as figure 1 As shown, a method for state recognition of a gateway electric energy metering device based on a multi-agent, is characterized in that: comprising the following steps,
[0034] S1, data collection: real-time collection of current, voltage data and power data of the monitored gateway;
[0035] S2, feature extraction: perform feature extraction on the current, voltage data and power data collected in step S1, the feature parameters include power factor, total harmonic distortion, peak value of 50HZ period sampling data and standard deviation of 50HZ period sampling data;
[0036] S3, state classification: classify the state of the gateway electric energy metering device into normal state, error state and error trend state;
[0037] S4, building a database: based on historical data statistics and expert experience, each group of feature data collected in ...
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