KR101733708B1 - 시스템으로부터 획득되는 측정 값들을 평가하기 위한 방법 및 시스템 - Google Patents

시스템으로부터 획득되는 측정 값들을 평가하기 위한 방법 및 시스템 Download PDF

Info

Publication number
KR101733708B1
KR101733708B1 KR1020167010225A KR20167010225A KR101733708B1 KR 101733708 B1 KR101733708 B1 KR 101733708B1 KR 1020167010225 A KR1020167010225 A KR 1020167010225A KR 20167010225 A KR20167010225 A KR 20167010225A KR 101733708 B1 KR101733708 B1 KR 101733708B1
Authority
KR
South Korea
Prior art keywords
forming
measurements
score
learning
function
Prior art date
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.)
Active
Application number
KR1020167010225A
Other languages
English (en)
Korean (ko)
Other versions
KR20160058891A (ko
Inventor
번하드 뢰레인
메흐란 로스한델
하메드 케타브다
마틴 쉬슬러
타직 샤힌
Original Assignee
도이체 텔레콤 악티엔 게젤샤프트
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 도이체 텔레콤 악티엔 게젤샤프트 filed Critical 도이체 텔레콤 악티엔 게젤샤프트
Publication of KR20160058891A publication Critical patent/KR20160058891A/ko
Application granted granted Critical
Publication of KR101733708B1 publication Critical patent/KR101733708B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/18Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/07Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703Error 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
    • G06F11/0706Error 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
    • G06F11/0721Error 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]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/07Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703Error 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
    • G06F11/079Root cause analysis, i.e. error or fault diagnosis
    • G06F15/18
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/245Classification techniques relating to the decision surface
    • G06K9/6285
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • G06N99/005

Landscapes

  • 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)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
  • Machine Translation (AREA)
KR1020167010225A 2013-09-27 2014-08-13 시스템으로부터 획득되는 측정 값들을 평가하기 위한 방법 및 시스템 Active KR101733708B1 (ko)

Applications Claiming Priority (3)

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

Publications (2)

Publication Number Publication Date
KR20160058891A KR20160058891A (ko) 2016-05-25
KR101733708B1 true KR101733708B1 (ko) 2017-05-10

Family

ID=49303764

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020167010225A Active KR101733708B1 (ko) 2013-09-27 2014-08-13 시스템으로부터 획득되는 측정 값들을 평가하기 위한 방법 및 시스템

Country Status (7)

Country Link
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)

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
US10990879B2 (en) 2019-09-06 2021-04-27 Digital Asset Capital, Inc. Graph expansion and outcome determination for graph-defined program states
US20210073286A1 (en) 2019-09-06 2021-03-11 Digital Asset Capital, Inc. Multigraph verification
US11132403B2 (en) 2019-09-06 2021-09-28 Digital Asset Capital, Inc. Graph-manipulation based domain-specific execution environment
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 (3)

* 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
US20130046727A1 (en) 2011-08-19 2013-02-21 Richard Bradley Jones Dynamic outlier bias reduction system and method
US20130198119A1 (en) 2012-01-09 2013-08-01 DecisionQ Corporation Application of machine learned bayesian networks to detection of anomalies in complex systems

Family Cites Families (6)

* 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
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
WO2012164075A2 (de) * 2011-06-03 2012-12-06 Siemens Aktiengesellschaft Verfahren zur rechnergestützten generierung eines datengetriebenen modells eines technischen systems, insbesondere einer gasturbine oder windturbine
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

Patent Citations (3)

* 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
US20130046727A1 (en) 2011-08-19 2013-02-21 Richard Bradley Jones Dynamic outlier bias reduction system and method
US20130198119A1 (en) 2012-01-09 2013-08-01 DecisionQ Corporation Application of machine learned bayesian networks to detection of anomalies in complex systems

Also Published As

Publication number Publication date
EP2854045A1 (de) 2015-04-01
CN105765563A (zh) 2016-07-13
US20160239753A1 (en) 2016-08-18
WO2015043823A1 (de) 2015-04-02
CN105765563B (zh) 2018-06-12
KR20160058891A (ko) 2016-05-25
ES2568052T3 (es) 2016-04-27
JP2016537702A (ja) 2016-12-01
JP6200076B2 (ja) 2017-09-20
EP2854045B1 (de) 2016-04-06

Similar Documents

Publication Publication Date Title
KR101733708B1 (ko) 시스템으로부터 획득되는 측정 값들을 평가하기 위한 방법 및 시스템
JP6394726B2 (ja) 運用管理装置、運用管理方法、及びプログラム
JP7346176B2 (ja) データ系列の異常検出におけるビン分割された四分位数間範囲の分析のためのシステム及び方法
US10572512B2 (en) Detection method and information processing device
US9658916B2 (en) System analysis device, system analysis method and system analysis program
JP6183449B2 (ja) システム分析装置、及び、システム分析方法
JP6183450B2 (ja) システム分析装置、及び、システム分析方法
CN116089405B (zh) 一种基于dbscan和knn算法的用电数据离群点检测与清洗方法
KR101960755B1 (ko) 미취득 전력 데이터 생성 방법 및 장치
CN112911627A (zh) 无线网络性能检测方法、装置以及存储介质
CN113125903A (zh) 线损异常检测方法、装置、设备及计算机可读存储介质
JP2017130100A (ja) 情報処理装置、情報処理方法、及び、プログラム
US20050144537A1 (en) Method to use a receiver operator characteristics curve for model comparison in machine condition monitoring
CN116400244A (zh) 储能电池的异常检测方法及装置
JP6915693B2 (ja) システム分析方法、システム分析装置、および、プログラム
US20220366012A1 (en) Information processing device, information processing method, and program
US11042134B2 (en) Power system status estimation device and status estimation method
CN109587145B (zh) 一种电力网络中的虚假数据入侵检测方法、装置及设备
JP7193678B2 (ja) 情報処理装置、情報処理方法、情報処理システム、およびプログラム
US10372719B2 (en) Episode mining device, method and non-transitory computer readable medium of the same
CN118641986A (zh) 动力电池的热失控预警方法及装置
CN119697047B (zh) 网元健康评估方法、装置、设备及计算机可读存储介质
CN115460098B (zh) 基于时间间隔分布特征的网络管理系统故障模型建立方法
US20240111281A1 (en) Deterioration Prediction System and Deterioration Prediction Method for Semiconductor Manufacturing Equipment or Semiconductor Inspection Equipment
CN118296565A (zh) 基于数据挖掘的动力电池事故溯源管控系统

Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20160419

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20161031

Comment text: Request for Examination of Application

PA0302 Request for accelerated examination

Patent event date: 20161031

Patent event code: PA03022R01D

Comment text: Request for Accelerated Examination

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

Comment text: Notification of reason for refusal

Patent event date: 20161120

Patent event code: PE09021S01D

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

Patent event code: PE07011S01D

Comment text: Decision to Grant Registration

Patent event date: 20170206

PR0701 Registration of establishment

Comment text: Registration of Establishment

Patent event date: 20170428

Patent event code: PR07011E01D

PR1002 Payment of registration fee

Payment date: 20170502

End annual number: 3

Start annual number: 1

PG1601 Publication of registration
PR1001 Payment of annual fee

Payment date: 20200421

Start annual number: 4

End annual number: 4

PR1001 Payment of annual fee

Payment date: 20210416

Start annual number: 5

End annual number: 5

PR1001 Payment of annual fee

Payment date: 20220418

Start annual number: 6

End annual number: 6

PR1001 Payment of annual fee

Payment date: 20230418

Start annual number: 7

End annual number: 7

PR1001 Payment of annual fee

Payment date: 20240416

Start annual number: 8

End annual number: 8