Electric energy meter appearance rapid identification method based on neural network
An identification method and neural network technology, applied in the field of electric energy meter automatic verification system, can solve problems such as the increase in the number of faults, achieve the effects of reducing manpower and material resources, improving work accuracy and work efficiency, and improving efficiency
Inactive Publication Date: 2020-09-22
国网河北省电力有限公司营销服务中心 +2
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Problems solved by technology
Since the implementation of centralized bidding and procurement of electric energy meters in 2010, with the increase of operating time, the number of faults has gradually increased, posing new challenges to high-quality services
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[0038]The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. The following description of at least one exemplary embodiment is merely illustrative in nature and in no way serves as any limitation of the application, its application or uses. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.
[0039] It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, an...
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The invention relates to an electric energy meter appearance rapid identification method based on a neural network. The method comprises the steps of: carrying out graying and binarization edge detection and correction on an original image, carrying out image cutting, changing a cut image into a plurality of subdivided verification classification problems for processing according to the cut image,and recognizing and collecting the appearance information of an electric energy meter through employing a means. According to the invention, a large amount of manpower, material resources, and repeated and mechanical sorting work are reduced; the working accuracy and the working efficiency are improved; and corresponding verification units and verification schemes are changed and added on an original line body, and an automatic appearance verification system compatible with new and old electric energy meters can realize simultaneous online verification of new and old meters.
Description
technical field [0001] The invention relates to the technical field of an electric energy meter automatic verification system, in particular to a method for quickly identifying the appearance of an electric energy meter based on a neural network. Background technique [0002] With the rapid promotion of big data in many fields and the comprehensive construction of smart grids, new technologies such as "big cloud and material movement" are continuously applied in the power industry, and various marketing data, power consumption data, power distribution data, etc. resources utilized. "According to the construction requirements of the State Grid Corporation's large-scale marketing system, 27 grid provincial companies have completed the provincial concentration of metering business, and the centralized verification and distribution quality control of metering assets has become one of the core businesses of the metering center. Lean management needs to rely on the whole life cycl...
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IPC IPC(8): G06K9/46G06K9/40G06K9/34G06T7/13G06T7/11G06N3/04G06K9/62G06K9/42G06K9/32
CPCG06T7/13G06T7/11G06T2207/20084G06V30/153G06V10/32G06V10/30G06V10/25G06V10/44G06V10/56G06V30/10G06N3/045G06F18/22
Inventor 马红明史轮李倩陶鹏赵国鹏马笑天张知杨丽
Owner 国网河北省电力有限公司营销服务中心