ES2568052T3 - Procedimiento y sistema para la evaluación de valores medidos registrados de un sistema - Google Patents

Procedimiento y sistema para la evaluación de valores medidos registrados de un sistema Download PDF

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Publication number
ES2568052T3
ES2568052T3 ES13186464.7T ES13186464T ES2568052T3 ES 2568052 T3 ES2568052 T3 ES 2568052T3 ES 13186464 T ES13186464 T ES 13186464T ES 2568052 T3 ES2568052 T3 ES 2568052T3
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Spain
Prior art keywords
values
measured values
punctuation
measured
learning
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Active
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ES13186464.7T
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English (en)
Spanish (es)
Inventor
Bernhard LÖHLEIN
Mehran Roshandel
Hamed Ketabdar
Martin Schüssler
Tajik Shahin
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Deutsche Telekom AG
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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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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • 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)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)
  • Machine Translation (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
ES13186464.7T 2013-09-27 2013-09-27 Procedimiento y sistema para la evaluación de valores medidos registrados de un sistema Active ES2568052T3 (es)

Applications Claiming Priority (1)

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

Publications (1)

Publication Number Publication Date
ES2568052T3 true ES2568052T3 (es) 2016-04-27

Family

ID=49303764

Family Applications (1)

Application Number Title Priority Date Filing Date
ES13186464.7T Active ES2568052T3 (es) 2013-09-27 2013-09-27 Procedimiento y sistema para la evaluación de valores medidos registrados de un sistema

Country Status (7)

Country Link
US (1) US20160239753A1 (https=)
EP (1) EP2854045B1 (https=)
JP (1) JP6200076B2 (https=)
KR (1) KR101733708B1 (https=)
CN (1) CN105765563B (https=)
ES (1) ES2568052T3 (https=)
WO (1) WO2015043823A1 (https=)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
US10990879B2 (en) 2019-09-06 2021-04-27 Digital Asset Capital, Inc. Graph expansion and outcome determination for graph-defined program states
US12339904B2 (en) 2019-09-06 2025-06-24 Digital Asset Capital, Inc Dimensional reduction of categorized directed graphs
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

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
IL161217A (en) * 2004-04-01 2013-03-24 Cvidya 2010 Ltd Detection of outliers in communication networks
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
JP5832644B2 (ja) * 2011-06-03 2015-12-16 シーメンス アクチエンゲゼルシヤフトＳｉｅｍｅｎｓ Ａｋｔｉｅｎｇｅｓｅｌｌｓｃｈａｆｔ 殊にガスタービンまたは風力タービンのような技術システムのデータドリブンモデルを計算機支援で形成する方法
US9069725B2 (en) * 2011-08-19 2015-06-30 Hartford Steam Boiler Inspection & Insurance Company Dynamic outlier bias reduction system and method
US9659250B2 (en) * 2011-08-31 2017-05-23 Hitachi Power Solutions Co., Ltd. Facility state monitoring method and device for same
CN102436542B (zh) * 2011-09-22 2015-11-04 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
US9349103B2 (en) * 2012-01-09 2016-05-24 DecisionQ Corporation Application of machine learned Bayesian networks to detection of anomalies in complex systems

Also Published As

Publication number Publication date
JP6200076B2 (ja) 2017-09-20
JP2016537702A (ja) 2016-12-01
KR20160058891A (ko) 2016-05-25
CN105765563B (zh) 2018-06-12
WO2015043823A1 (de) 2015-04-02
KR101733708B1 (ko) 2017-05-10
EP2854045B1 (de) 2016-04-06
EP2854045A1 (de) 2015-04-01
US20160239753A1 (en) 2016-08-18
CN105765563A (zh) 2016-07-13

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