Loss reduction analysis processing method with privacy protection for synchronous line loss management system

Abstract

The invention provides a loss reduction analysis processing method with privacy protection for a synchronous line loss management system. The method specifically comprises the following steps that a data collection node scans running information of the synchronous line loss management system; noise data is added to privacy attributes in the operation information, and the operation information is processed to form discrete feature vectors; the discrete feature vectors are distributed to a processing server; the server inputs the discrete feature vector sequence of each node at the current t moments into a loss reduction model for processing to obtain an output vector with an implicit relationship among discrete features; and the output vector is sent to a loss reduction analysis node, and the node realizes line loss analysis and loss reduction space evaluation of a system research object to which the node belongs. According to the method, the availability of the data is effectively improved by combining privacy protection.

Description

technical field [0001] The invention relates to the technical field of electric power control, in particular to a loss reduction analysis and processing method with privacy protection for a synchronous line loss management system. Background technique [0002] The problem of line loss has always been one of the headaches for many power companies, and it has not been well resolved. As one of the economic and technical indicators that can have an important impact on the power industry, line loss can not only reflect the comprehensive management level of the enterprise, but also have a significant impact on the social and economic benefits of the power supply enterprise. It can even be said that under some conditions, line loss determines the economic and social benefits of power supply enterprises. If the power supply enterprise wants to achieve sustainable development, it must pay attention to reducing line loss; if the power supply enterprise hopes to achieve sustained and ...

AI Technical Summary

Problems solved by technology

[0002] The problem of line loss has always been one of the headaches for many power companies, and it has not been well resolved

[0004] At present, the contemporaneous management system partially solves the problem of unified data collection, but there are still some problems as follows: (1) Data such as power marketing and electricity consumption involve user privacy and business secrets, and the open application of this data faces greater privacy leakage risk

Unable to open data mining in a wider range; (2) The simultaneous line loss management system is often unable to effectively locate the cause of the loss, and cannot provide relevant measures for technical loss reduction or management loss reduction; (3) Faced with the massive data of the power grid, the simultaneous line loss The management system cannot effectively identify and mine high-loss data of the power grid

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