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A power grid accident correlation reason backtracking method based on data mining and visualization

A technology for data mining and power grid accidents, applied in the direction of visual data mining, data processing applications, structured data browsing, etc., can solve the problems of inability to trace the cause of safety accidents, lack of quantitative assessment basis, and technical evaluation of inoperable results

Pending Publication Date: 2019-05-07
GUIZHOU POWER GRID CO LTD
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0002] At present, due to the lack of support tools with closed-loop control functions such as operation instruction assistance and technical evaluation of operation results in the current power grid dispatching operation process, it is impossible to prevent the occurrence of failure problems in advance, and when equipment operation problems occur, resulting in equipment failure safety accidents, It is impossible to intuitively trace the cause of safety accidents, and it is impossible to conduct technical evaluation on the operation results of the next command issued by the same equipment to provide improvement measures
In addition, in the process of operation, there is no quantitative assessment basis for the operation efficiency and completion quality of the various disciplines of the system, and the operation efficiency of the power grid control and system operators cannot meet the requirements of the rapid development of the power grid

Method used

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  • A power grid accident correlation reason backtracking method based on data mining and visualization
  • A power grid accident correlation reason backtracking method based on data mining and visualization
  • A power grid accident correlation reason backtracking method based on data mining and visualization

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Embodiment Construction

[0061] The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings.

[0062] 1 Data Mining Technology

[0063] Data mining technology is a new type of information processing technology, which raises the use of data from low-level online query to a new level, that is, advanced applications such as analysis and prediction and decision support. Data mining can conduct micro- and macro-statistical analysis of data, and conduct comprehensive reasoning on data relationships, looking for correlations and development trends between data. Contains the following processes:

[0064] 1) Preprocessing a large amount of raw data, mainly including data selection and cleaning, to remove duplicate or conflicting information.

[0065] 2) Extract useful data for decision-making from the data set to form data samples.

[0066] 3) Use various methods of data mining to mine data samples, and discover hidden and useful data for ...

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Abstract

The invention relates to a power grid accident correlation reason backtracking method based on data mining and visualization, and belongs to the field of intelligent retrieval. The method comprises the following steps: S1, data mining; S2, accident event tracing retrieval; S3, displaying a tracing process in combination with a lexicon association rule; When the electric power system is in an operation state, if the system has a problem, the action information of the protection device can transmit the related information of the fault to the dispatching center; Fault information is imported intoan intelligent analysis system fault data mining algorithm is established, fault data can be analyzed, fault characteristics can be extracted, historical accident event data can be collected, mesh topology display can be carried out according to other operation information associated with the elements, and scheduling personnel can be assisted to investigate accident events, so that the system operation personnel can quickly judge and process power system faults.

Description

technical field [0001] The invention belongs to the field of intelligent retrieval and relates to a method for backtracking related causes of power grid accidents based on data mining and visualization. Background technique [0002] At present, due to the lack of support tools with closed-loop control functions such as operation instruction assistance and technical evaluation of operation results in the process of power grid dispatching operation, it is impossible to prevent the occurrence of failure problems in advance, and when equipment operation problems occur, resulting in equipment failure safety accidents, It is impossible to intuitively trace the causes of safety accidents, and it is impossible to conduct technical evaluation on the operation results of the next command issued by the same equipment to provide improvement measures. In addition, in the process of operation, there is no quantitative assessment basis for the operation efficiency and completion quality of...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/26G06Q50/06
CPCY04S10/50
Inventor 田年杰王宁代江赵倩李赟陈恩黔单克郑全朝王成佐李振邦张楠潘家满龙志敏缪伟明兰俊
Owner GUIZHOU POWER GRID CO LTD
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