An intelligent electric meter state evaluation method based on neural network health degree evaluation
A smart meter and neural network technology, applied in the field of smart meter status evaluation based on neural network health evaluation, can solve the problem that the quality data and monitoring data have not been fully valued and rationally utilized, and the objective evaluation of the operating status of the electric energy meter is not scientific. Authoritative methods and other issues to achieve the effect of increasing input-output ratio, reducing human interference, and improving management level
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[0036] Such as figure 1 As shown, this embodiment provides a smart meter operating state evaluation method based on neural network health evaluation, which mainly includes model initial input data acquisition (1), model input feature selection (2), model parameter determination and optimization (3) , application of status evaluation results (IV) and other four modules.
[0037] Among them, the initial input data acquisition of the model (1) is mainly to perform multi-source data fusion preprocessing on a large number of electricity meter operation related data acquired by the power grid marketing business system (1), as the initial input data of the model, and the input data includes evaluation through accelerated stress degradation tests The life value of the meter under normal stress (2), the result of judging / predicting the failure of the meter using machine learning algorithms (3), the product quality evaluation results of the meter supplier (4), the power consumption leve...
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