Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

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

Inactive Publication Date: 2019-03-08
STATE GRID FUJIAN ELECTRIC POWER CO LTD +1
View PDF5 Cites 12 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, these large amounts of quality data and monitoring data have not been fully valued and rationally utilized. There is no scientific and authoritative method at home and abroad on how to use a large amount of basic data as a support to objectively evaluate the operating status of electric energy meters.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • An intelligent electric meter state evaluation method based on neural network health degree evaluation

Examples

Experimental program
Comparison scheme
Effect test

Embodiment

[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...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides an intelligent electric meter state evaluation method based on neural network health degree evaluation, which is a method for establishing and applying a model based on a neuralnetwork, and comprises the steps of A1 a model initial data acquisition method of acquiring network-accessed intelligent electric meter operation related data as initial input data of a neural network model through a power grid marketing business system; A2 screening model input data; A3 model parameter optimization of determining each parameter of the neural network model, and performing parameter training on the neural network model to establish an evaluation model based on the neural network, wherein the evaluation model comprises an electric meter index evaluation model and an electric meter state comprehensive evaluation model; A4 in the application of the state evaluation structure, according to the evaluation result of the evaluation model and the operation cycle of the electric meter participating in evaluation, analyzing the internal relation between the evaluation model and the operation cycle, and predicting the operation sampling inspection time and replacing selection parameters of the electric meter. According to the invention, the electric meter big data accumulated in power grid operation can be utilized to evaluate the on-grid electric meter.

Description

technical field [0001] The invention relates to the technical field of electric power facilities, in particular to a state evaluation method of a smart electric meter based on a neural network health degree evaluation. Background technique [0002] As the most important part of the smart grid construction, smart meters have a direct impact on the stability and security of the grid data collection system in terms of their quality and operating status. At present, in terms of the acquisition and management of data related to the quality information of smart energy meters, the electrical information collection system developed and put into use by the State Grid has accumulated a large number of data on the real-time operation status and quality of smart energy meters. These data cover more comprehensively All aspects of the quality management of smart energy meters. [0003] However, these large amounts of quality data and monitoring data have not been fully valued and rationa...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06
CPCG06Q10/06393G06Q10/06395Y04S10/50
Inventor 商曦文吉莹
Owner STATE GRID FUJIAN ELECTRIC POWER CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products