Software platform applying CART algorithm to realize electric energy meter detection data management

A software platform and technology for detecting data, applied in computer components, computing, measuring devices, etc.

Active Publication Date: 2020-08-21
宁夏隆基宁光仪表股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Conventional technology of electric energy meter detection big data management often adopts manual management method. With the development of

Method used

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  • Software platform applying CART algorithm to realize electric energy meter detection data management
  • Software platform applying CART algorithm to realize electric energy meter detection data management
  • Software platform applying CART algorithm to realize electric energy meter detection data management

Examples

Experimental program
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Effect test

Embodiment 1

[0079] Embodiment 1 platform

[0080] Such as Figure 1-Figure 3 Shown, a kind of application CART algorithm realizes the software platform of electric energy meter detection data management, described software platform is the database management platform based on SQL Server, wherein said software platform comprises:

[0081] Data layer, wherein at least be provided with database, described database is provided with multi-communication data interface, described multi-communication data interface at least comprises GPRS communication interface, CDMA communication interface, optical fiber transmission communication interface, RS485 communication interface, RS232 communication interface, infrared The communication interface or the carrier communication interface is used to receive various electric energy meter data information transmitted by the external equipment layer; wherein the electric energy meter data types in the database include at least electric energy meter fault data...

Embodiment 2

[0087] Example 2 method

[0088] Such as Figure 4 Shown, a kind of electric energy meter detection data management method, comprises the following steps:

[0089] (1) Obtain various data information of the electric energy meter through the data layer, and carry out information fusion to the various data information of the electric energy meter;

[0090] (2) Construct a software platform through the basic component layer, and store various electric energy meter data information in the database;

[0091] (3) realize the processing and classification of electric energy meter big data by CART algorithm model and BP neural network algorithm model; The output end of described CART algorithm model is connected with the input end of described BP neural network algorithm model;

[0092] (4) Apply the data processed by the CART algorithm model and the BP neural network algorithm model through the data application layer, so as to realize the rapid classification and processing of vari...

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Abstract

The invention discloses a software platform applying a CART algorithm to realize electric energy meter detection data management. The invention relates to the technical field of electric energy metering detection. A cloud big data management platform is adopted, and information in mass data is fully mined to realize big data analysis, mining and processing, a cloud computing technology is adoptedto process hundreds of millions of data types within a few seconds, the classification capability and calculation precision of different data are improved through a CART algorithm and an improved CARTalgorithm, the construction of a distributed hierarchical model of big data can be realized through the CART algorithm, and the data identification capability is simplified. According to the invention, a data fusion algorithm is adopted to reflect various data of the electric energy meter with diversified information representation forms, huge information quantity and complicated information relationship timely, accurately and reliably, through a BP neural network algorithm model, the error of a direct leading layer of an output layer is estimated by using an output error, and the learning algorithm precision is improved.

Description

technical field [0001] The invention relates to the technical field of electric energy metering and detection, and more specifically relates to a software platform for implementing electric energy meter detection data management by applying a CART algorithm. Background technique [0002] With the increasing number of smart meter manufacturers and types of meters, the meter verification devices are often deployed in a distributed manner when performing meter verification. Distributed local testing is not conducive to integrated analysis and system management of test data. Therefore, how to integrate distributed test resources and solutions, improve test efficiency, and reduce costs is the key and difficult problem facing the current smart meter embedded software test. Due to the variety of energy meter verification data, how to extract useful information from these massive data to create value has become a key issue. Conventional technology of electric energy meter detection...

Claims

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Application Information

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IPC IPC(8): G01R35/04G06K9/62
CPCG01R35/04G06F18/24323
Inventor 李建炜曹献炜王娜林福平王再望党政军杨杰屈子旭李全堂刘贵平
Owner 宁夏隆基宁光仪表股份有限公司
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