CN105765563B - 用于对从系统取得的测量值进行评级的方法和系统 - Google Patents

用于对从系统取得的测量值进行评级的方法和系统 Download PDF

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CN105765563B
CN105765563B CN201480053481.0A CN201480053481A CN105765563B CN 105765563 B CN105765563 B CN 105765563B CN 201480053481 A CN201480053481 A CN 201480053481A CN 105765563 B CN105765563 B CN 105765563B
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measured value
function
modified
value
equipment
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CN105765563A (zh
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B·勒莱因
M·罗尚德尔
H·凯特博达
M·须斯勒
T·沙海恩
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Deutsche Telekom AG
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0706—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation the processing taking place on a specific hardware platform or in a specific software environment
    • G06F11/0721—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation the processing taking place on a specific hardware platform or in a specific software environment within a central processing unit [CPU]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/079—Root cause analysis, i.e. error or fault diagnosis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/245—Classification techniques relating to the decision surface
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

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  • Theoretical Computer Science (AREA)
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  • Bioinformatics & Computational Biology (AREA)
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  • Computer Vision & Pattern Recognition (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Computing Systems (AREA)
  • Operations Research (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Quality & Reliability (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
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CN201480053481.0A 2013-09-27 2014-08-13 用于对从系统取得的测量值进行评级的方法和系统 Active CN105765563B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP13186464.7A EP2854045B1 (de) 2013-09-27 2013-09-27 Verfahren und System zum Bewerten von erhobenen Messwerten eines Systems
EP13186464.7 2013-09-27
PCT/EP2014/067352 WO2015043823A1 (de) 2013-09-27 2014-08-13 Verfahren und system zum bewerten von erhobenen messwerten eines systems

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CN105765563A CN105765563A (zh) 2016-07-13
CN105765563B true CN105765563B (zh) 2018-06-12

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US (1) US20160239753A1 (enExample)
EP (1) EP2854045B1 (enExample)
JP (1) JP6200076B2 (enExample)
KR (1) KR101733708B1 (enExample)
CN (1) CN105765563B (enExample)
ES (1) ES2568052T3 (enExample)
WO (1) WO2015043823A1 (enExample)

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CN108268979B (zh) * 2018-02-01 2021-11-19 北京科技大学 一种基于演化模糊关联规则的中厚板质量预测方法
US11132403B2 (en) 2019-09-06 2021-09-28 Digital Asset Capital, Inc. Graph-manipulation based domain-specific execution environment
US20210073286A1 (en) 2019-09-06 2021-03-11 Digital Asset Capital, Inc. Multigraph verification
US10990879B2 (en) 2019-09-06 2021-04-27 Digital Asset Capital, Inc. Graph expansion and outcome determination for graph-defined program states
JP7310673B2 (ja) 2020-03-23 2023-07-19 横河電機株式会社 データ管理システム、データ管理方法、および、データ管理プログラム
WO2022014916A1 (ko) * 2020-07-15 2022-01-20 한양대학교 에리카산학협력단 패킷전송 결정 장치 및 패킷전송 스케줄 결정 방법
US11429798B2 (en) * 2020-08-10 2022-08-30 Innolux Corporation Wireless tag location system and method thereof
JP7380654B2 (ja) * 2021-07-15 2023-11-15 株式会社豊田中央研究所 評価装置、評価システム、評価方法及びそのプログラム
KR20250103986A (ko) * 2023-12-29 2025-07-08 주식회사 퀀텀솔루션 적응형 머신 러닝 기반 이상 감지 기능을 갖춘 해양 관측 장비 모니터링 시스템 및 방법

Citations (2)

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EP1583314A2 (en) * 2004-04-01 2005-10-05 Ectel Ltd. Detection of outliers in communication networks
CN102436542A (zh) * 2011-09-22 2012-05-02 河南中医学院 一种基于格拉布斯规则和矩阵实验室语言的药学测试数据中异常值的剔除方法

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JP3832281B2 (ja) * 2001-06-27 2006-10-11 日本電気株式会社 外れ値ルール生成装置と外れ値検出装置、その外れ値ルール生成方法と外れ値検出方法及びそのプログラム
JP2005181928A (ja) * 2003-12-24 2005-07-07 Fuji Xerox Co Ltd 機械学習システム及び機械学習方法、並びにコンピュータ・プログラム
JP5186278B2 (ja) * 2008-05-14 2013-04-17 アズビル株式会社 外れ値検出方法、外れ値検出装置およびプログラム
EP2697695B1 (de) * 2011-06-03 2019-05-08 Siemens Aktiengesellschaft Verfahren zur rechnergestützten generierung eines datengetriebenen modells eines technischen systems, insbesondere einer gasturbine oder windturbine
US9069725B2 (en) * 2011-08-19 2015-06-30 Hartford Steam Boiler Inspection & Insurance Company Dynamic outlier bias reduction system and method
EP2752722B1 (en) * 2011-08-31 2019-11-06 Hitachi Power Solutions Co., Ltd. Facility state monitoring method and device for same
US9349103B2 (en) * 2012-01-09 2016-05-24 DecisionQ Corporation Application of machine learned Bayesian networks to detection of anomalies in complex systems

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1583314A2 (en) * 2004-04-01 2005-10-05 Ectel Ltd. Detection of outliers in communication networks
CN102436542A (zh) * 2011-09-22 2012-05-02 河南中医学院 一种基于格拉布斯规则和矩阵实验室语言的药学测试数据中异常值的剔除方法

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Publication number Publication date
JP2016537702A (ja) 2016-12-01
JP6200076B2 (ja) 2017-09-20
ES2568052T3 (es) 2016-04-27
EP2854045B1 (de) 2016-04-06
KR101733708B1 (ko) 2017-05-10
KR20160058891A (ko) 2016-05-25
EP2854045A1 (de) 2015-04-01
WO2015043823A1 (de) 2015-04-02
US20160239753A1 (en) 2016-08-18
CN105765563A (zh) 2016-07-13

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