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CN114341877A - Root cause analysis methods, apparatus, electronic equipment, media, and program products - Google Patents

Root cause analysis methods, apparatus, electronic equipment, media, and program products
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Publication number
CN114341877A
CN114341877ACN201980100087.0ACN201980100087ACN114341877ACN 114341877 ACN114341877 ACN 114341877ACN 201980100087 ACN201980100087 ACN 201980100087ACN 114341877 ACN114341877 ACN 114341877A
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CN
China
Prior art keywords
root cause
cause analysis
abnormal
media
nodes
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Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201980100087.0A
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Chinese (zh)
Inventor
王冬
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Siemens Ltd China
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Siemens Ltd China
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Publication of CN114341877ApublicationCriticalpatent/CN114341877A/en
Pendinglegal-statusCriticalCurrent

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Abstract

Root cause analysis method, apparatus, electronic device, medium, and program product. The root cause analysis method comprises the following steps: extracting a propagation graph from the knowledge graph added with the annotation, wherein the propagation graph comprises abnormal nodes with abnormal conditions and nodes with propagation relations with the abnormal nodes (S102); and analyzing the root cause of the abnormal node in the abnormal condition based on the attributes of the nodes in the propagation graph (S104).

Description

Translated fromChinese

PCT国内申请,说明书已公开。PCT domestic application, the description has been published.

Claims (18)

Translated fromChinese
PCT国内申请,权利要求书已公开。PCT domestic application, the claims have been published.
CN201980100087.0A2019-09-242019-09-24 Root cause analysis methods, apparatus, electronic equipment, media, and program productsPendingCN114341877A (en)

Applications Claiming Priority (1)

Application NumberPriority DateFiling DateTitle
PCT/CN2019/107571WO2021056197A1 (en)2019-09-242019-09-24Root cause analysis method and apparatus, electronic device, medium and program product

Publications (1)

Publication NumberPublication Date
CN114341877Atrue CN114341877A (en)2022-04-12

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Family Applications (1)

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CN201980100087.0APendingCN114341877A (en)2019-09-242019-09-24 Root cause analysis methods, apparatus, electronic equipment, media, and program products

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CN (1)CN114341877A (en)
WO (1)WO2021056197A1 (en)

Cited By (1)

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CN119743373A (en)*2024-11-272025-04-01珠海网芯信息科技有限公司Commercial operation management system and method

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CN113360720B (en)*2021-06-242023-11-21湖北华中电力科技开发有限责任公司Data asset visualization method, device and equipment based on data blood relationship
CN114238660B (en)*2021-12-212025-08-19云南昆船设计研究院有限公司Method and device for constructing knowledge graph in Pu' er tea field
CN114356703B (en)*2021-12-272025-04-04中国民航信息网络股份有限公司 A root cause analysis method and device
WO2023159574A1 (en)*2022-02-282023-08-31西门子股份公司Anomaly detection method and apparatus, computer-readable medium and electronic apparatus
CN114598539B (en)*2022-03-162024-03-01京东科技信息技术有限公司Root cause positioning method and device, storage medium and electronic equipment
CN114779747B (en)*2022-05-112024-09-17中国第一汽车股份有限公司Vehicle fault cause determining system and method
CN115329089A (en)*2022-05-112022-11-11国网山东省电力公司电力科学研究院 Method and system for automatic identification of power quality influencing factors
CN119096251A (en)*2022-05-302024-12-06西门子股份公司 Method, device, and computer equipment for semi-automatic knowledge graph construction
CN114932929B (en)*2022-05-312024-05-03交控科技股份有限公司Train control method, device, equipment, storage medium and program product
CN115168605A (en)*2022-06-282022-10-11青岛海尔科技有限公司 Method and device for determining map, storage medium and electronic device
CN115828756B (en)*2022-12-092025-07-29西安电子科技大学Phased array antenna excitation inversion method based on design and fault knowledge graph
CN115987810A (en)*2022-12-212023-04-18深圳市网联安瑞网络科技有限公司 A multi-level propagation analysis method and analysis system combining nodes and communities
CN116360387B (en)*2023-01-182023-09-15北京控制工程研究所Fault positioning method integrating Bayesian network and performance-fault relation map
CN116467493B (en)*2023-04-242024-06-18中煤科工集团重庆研究院有限公司 A mine disaster tracing method based on knowledge graph
CN118569695A (en)*2023-04-272024-08-30中国科学院信息工程研究所Service effect sensing and evaluating method and system for distributed system
CN116628103B (en)*2023-05-172025-09-19安徽大学Industrial anomaly detection and solution knowledge graph construction method
CN120450374A (en)*2025-07-022025-08-08厦门金名节能科技有限公司 A knowledge graph-based HVAC system inspection system and method

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CN108933707A (en)*2017-05-262018-12-04西门子(中国)有限公司A kind of safety monitoring system and method for industrial network
CN109460010A (en)*2018-12-182019-03-12彩虹无线(北京)新技术有限公司The vehicle fault detection method, apparatus and storage medium of knowledge based map
CN110110870A (en)*2019-06-052019-08-09厦门邑通软件科技有限公司A kind of equipment fault intelligent control method based on event graphical spectrum technology

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US8190543B2 (en)*2008-03-082012-05-29Tokyo Electron LimitedAutonomous biologically based learning tool
CN109522192B (en)*2018-10-172020-08-04北京航空航天大学 A prediction method based on the combination of knowledge graph and complex network
CN109992440A (en)*2019-04-022019-07-09北京睿至大数据有限公司A kind of IT root accident analysis recognition methods of knowledge based map and machine learning

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Publication numberPriority datePublication dateAssigneeTitle
CN102496028A (en)*2011-11-142012-06-13华中科技大学Breakdown maintenance and fault analysis method for complicated equipment
CN103698657A (en)*2013-12-192014-04-02湖南大学Power distribution network fault positioning fault tolerance method based on information completion and correction
WO2017118380A1 (en)*2016-01-082017-07-13Huawei Technologies Co., Ltd.Fingerprinting root cause analysis in cellular systems
CN108933707A (en)*2017-05-262018-12-04西门子(中国)有限公司A kind of safety monitoring system and method for industrial network
CN109460010A (en)*2018-12-182019-03-12彩虹无线(北京)新技术有限公司The vehicle fault detection method, apparatus and storage medium of knowledge based map
CN110110870A (en)*2019-06-052019-08-09厦门邑通软件科技有限公司A kind of equipment fault intelligent control method based on event graphical spectrum technology

Cited By (2)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN119743373A (en)*2024-11-272025-04-01珠海网芯信息科技有限公司Commercial operation management system and method
CN119743373B (en)*2024-11-272025-09-16珠海网芯信息科技有限公司Commercial operation management system and method

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Publication numberPublication date
WO2021056197A1 (en)2021-04-01

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