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Data filtering method and system for active power distribution network

A filtering method, technology of distribution network, applied in the field of electric power information transmission

Inactive Publication Date: 2018-05-22
NANJING UNIV OF POSTS & TELECOMM
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the present invention is to overcome the deficiencies of the prior art, provide a data filtering method and system for active distribution networks, and solve the security problem of data transmission in active distribution networks. By using this method, Classify and filter all kinds of business sensitive data of active distribution network, so as to actively protect sensitive data

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  • Data filtering method and system for active power distribution network
  • Data filtering method and system for active power distribution network
  • Data filtering method and system for active power distribution network

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Embodiment Construction

[0029] Embodiments of the present invention will be described below in conjunction with the accompanying drawings.

[0030] Such as figure 1 As shown, the present invention has designed a data filtering system oriented to active distribution network, which is divided into three parts: data cleaner, data attribute reducer, and data filter; The data filtering method of the distribution network includes the following steps:

[0031] Step (1), using a data cleaner to clean the data of the active distribution network.

[0032] In this embodiment, the data cleaner is used to clean the original data of the active distribution network. For the data of the active distribution network, fill in the missing values ​​of the corresponding attributes, smooth the noise data, etc. to clean the data; method converts active distribution network data into a form that can be used for classification filtering.

[0033] In order to ensure the safe operation of the active distribution network, pro...

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Abstract

The invention discloses a data filtering method and system for an active power distribution network. The method comprises the steps that active power distribution network data is cleaned; property reduction is performed on the cleaned active power distribution network data, and training data and to-be-filtered data containing condition properties in a minimum relative property set after reductionare determined and obtained; classified filtering is performed on the to-be-filtered data obtained after reduction, a genetic expression algorithm is utilized to perform data mining on the training data, and a classification function relation between the condition properties and known sensitive properties is obtained; and the condition properties in the to-be-filtered data are substituted into theobtained classification function relation, a function actual value is obtained through calculation, whether the properties are sensitive properties is judged according to the calculated function actual value, and sensitive data with the sensitive properties is filtered out. Through the data filtering method and system, classified filtering can be performed on all kinds of service sensitive data of the active power distribution network, so that proactive protection is performed on the sensitive data, and a data transmission problem of the active power distribution network is solved.

Description

technical field [0001] The invention relates to a data filtering method and system for an active distribution network, belonging to the technical field of electric power information transmission. Background technique [0002] As an important part of the power system, the distribution network is one of the core contents of the smart grid construction. Especially in recent years, with the widespread access of multiple distributed equipment components (such as microgrids, charging piles, etc.) units such as large-scale distributed energy, energy storage, and flexible loads, the distribution network is moving towards active distribution networks direction development. Compared with the traditional distribution network, the composition of the active distribution network and the interaction between the source network and the load are more frequent and complex. [0003] With the development of the economy and the progress of science and technology, the active distribution network...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30H02J13/00
CPCH02J13/0013G06F16/215G06F16/2465
Inventor 岳东李诗玥邓松葛辉张利平
Owner NANJING UNIV OF POSTS & TELECOMM
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