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Knowledge discovery method applicable to power grid management system

A technology of knowledge discovery and power grid management, applied in information technology support systems, data processing applications, instruments, etc., can solve problems such as difficult integration, complex coordination and control rules, and achieve the effect of improving operational efficiency

Active Publication Date: 2013-08-21
STATE GRID CORP OF CHINA +4
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The coordination and control rules of the intelligent system in the massive data environment are becoming more and more complicated. The large amount of complex and redundant information exceeds the range that the system can accept, process and effectively use, and it is difficult to integrate and organize it in a timely and effective manner to monitor and control the power grid. knowledge needed to manage

Method used

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  • Knowledge discovery method applicable to power grid management system
  • Knowledge discovery method applicable to power grid management system
  • Knowledge discovery method applicable to power grid management system

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Embodiment Construction

[0043] The present invention will be described in further detail below in conjunction with the accompanying drawings.

[0044] Such as figure 1 , providing a knowledge discovery method suitable for a power grid management system, the method comprising the following steps:

[0045] Step 1: Select the decision-making event for knowledge discovery;

[0046] Step 2: Extract data related to decision-making events;

[0047] Step 3: Convert data related to decision-making events into examples for corresponding classification problems;

[0048] Step 4: Train a decision tree classification model;

[0049] Step 5: Extract knowledge corresponding to the decision event.

[0050] In the step 2, the data related to the decision-making event is extracted from the massive data of the power grid management system.

[0051] In the step 3, feature values ​​are extracted from the data related to the decision-making event, and corresponding category labels are added to the feature value, and ...

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Abstract

The invention provides a knowledge discovery method applicable to a power grid management system. The knowledge discovery method applicable to the power grid management system comprises the steps of selecting a decision event on which knowledge discovery is carried out, extracting data relevant to the decision event, converting the data relevant to the decision event into typical examples corresponding to a classification problem, training a decision tree classification model, and extracting knowledge corresponding to the decision event. According to the knowledge discovery method applicable to the power grid management system, implicit knowledge contained in the power grid management system is converted into explicit knowledge which can be analyzed by the system, and therefore the operation efficiency of a power system is improved and the integral intellectualization level of a power grid is improved.

Description

technical field [0001] The invention belongs to the technical field of power systems, and in particular relates to a knowledge discovery method suitable for a power grid management system. Background technique [0002] Smart grid is a major scientific and technological innovation in the power system in the 21st century, and the application of knowledge is one of the direct manifestations of grid intelligence. A large number of judgment logics and operating rules in the power system are solidified in the software and hardware systems, which reduces system flexibility and increases the cost of system update and maintenance. In the various production and operation management systems included in the power system, there are a large amount of basic knowledge of the power grid and expert experience knowledge, which cannot be accepted by the business application system in an effective and reasonable way, but exist in the documents in their own forms. or expert minds. If these know...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/06
CPCY02D10/00Y04S10/50
Inventor 黎铭杜科郭经红林为民黄莉黄凤姜远梁云彭林
Owner STATE GRID CORP OF CHINA
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