CN103180793B - 异常诊断装置以及工业机械 - Google Patents

异常诊断装置以及工业机械 Download PDF

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Publication number
CN103180793B
CN103180793B CN201180052092.2A CN201180052092A CN103180793B CN 103180793 B CN103180793 B CN 103180793B CN 201180052092 A CN201180052092 A CN 201180052092A CN 103180793 B CN103180793 B CN 103180793B
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diagnosis
result
diagnostic
time
series data
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Chinese (zh)
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CN103180793A (zh
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铃木英明
中村浩三
汤田晋也
内山宏树
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Hitachi Ltd
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Hitachi Ltd
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0208—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the configuration of the monitoring system
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
    • G05B23/0237—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions based on parallel systems, e.g. comparing signals produced at the same time by same type systems and detect faulty ones by noticing differences among their responses
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0267—Fault communication, e.g. human machine interface [HMI]
    • G05B23/0272—Presentation of monitored results, e.g. selection of status reports to be displayed; Filtering information to the user
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221—Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0264—Control of logging system, e.g. decision on which data to store; time-stamping measurements
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C3/00—Registering or indicating the condition or the working of machines or other apparatus, other than vehicles

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Quality & Reliability (AREA)
  • General Engineering & Computer Science (AREA)
  • Testing And Monitoring For Control Systems (AREA)
CN201180052092.2A 2010-10-28 2011-10-20 异常诊断装置以及工业机械 Active CN103180793B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2010242180A JP5455866B2 (ja) 2010-10-28 2010-10-28 異常診断装置および産業機械
JP2010-242180 2010-10-28
PCT/JP2011/074218 WO2012057001A1 (ja) 2010-10-28 2011-10-20 異常診断装置および産業機械

Publications (2)

Publication Number Publication Date
CN103180793A CN103180793A (zh) 2013-06-26
CN103180793B true CN103180793B (zh) 2016-01-20

Family

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CN201180052092.2A Active CN103180793B (zh) 2010-10-28 2011-10-20 异常诊断装置以及工业机械

Country Status (5)

Country Link
US (1) US9678845B2 (cg-RX-API-DMAC7.html)
EP (1) EP2634660B1 (cg-RX-API-DMAC7.html)
JP (1) JP5455866B2 (cg-RX-API-DMAC7.html)
CN (1) CN103180793B (cg-RX-API-DMAC7.html)
WO (1) WO2012057001A1 (cg-RX-API-DMAC7.html)

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TWI727554B (zh) 2018-12-27 2021-05-11 日商三菱電機股份有限公司 異常診斷裝置及異常診斷方法

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JP5836222B2 (ja) * 2012-08-14 2015-12-24 日立オートモティブシステムズ株式会社 車両制御装置および車両制御システム
JP5914382B2 (ja) * 2013-02-20 2016-05-11 日立建機株式会社 状態監視システム、状態監視装置、および端末装置
US20160169771A1 (en) * 2013-06-24 2016-06-16 Hitachi, Ltd. Condition Monitoring Apparatus
JP2015084176A (ja) * 2013-10-25 2015-04-30 日立建機株式会社 故障診断装置および稼働機械
EP2887236A1 (en) * 2013-12-23 2015-06-24 D square N.V. System and method for similarity search in process data
JP5863763B2 (ja) * 2013-12-27 2016-02-17 三菱重工業株式会社 油圧機械の診断方法及び診断装置
WO2015132838A1 (ja) * 2014-03-03 2015-09-11 株式会社日立製作所 機械の材料疲労の表示方法、及びその装置
JP6445859B2 (ja) * 2014-12-16 2018-12-26 株式会社東芝 プラント監視装置
FR3041326B1 (fr) * 2015-09-18 2019-05-10 Safran Aircraft Engines Systeme et procede d'aide a la decision pour la maintenance d'une machine avec apprentissage d'un modele de decision supervise par avis d'experts
WO2018042616A1 (ja) * 2016-09-02 2018-03-08 株式会社日立製作所 診断装置、診断方法及び診断プログラム
US10430021B2 (en) * 2016-10-05 2019-10-01 Snap-On Incorporated System and method for providing an interactive vehicle diagnostic display
JP6842299B2 (ja) * 2016-12-28 2021-03-17 三菱パワー株式会社 診断装置、診断方法及びプログラム
WO2018135171A1 (ja) * 2017-01-19 2018-07-26 株式会社日立製作所 保全管理システム及びそれに用いる保全管理確認装置
CN110168461B (zh) * 2017-02-24 2022-01-11 株式会社日立制作所 异常诊断系统
JP6829158B2 (ja) * 2017-07-18 2021-02-10 株式会社東芝 データ処理装置、データ処理方法、およびプログラム
CN110096036A (zh) * 2018-01-29 2019-08-06 阿里巴巴集团控股有限公司 一种设备状态的确定方法、装置及设备
JP7074489B2 (ja) * 2018-02-08 2022-05-24 株式会社Ｓｃｒｅｅｎホールディングス データ処理方法、データ処理装置、および、データ処理プログラム
JP7186518B2 (ja) * 2018-06-05 2022-12-09 株式会社東芝 異常診断装置、異常診断システムおよび異常診断方法
CN112334924A (zh) * 2018-07-10 2021-02-05 住友重机械工业株式会社 施工机械的显示方法及施工机械的支持装置
WO2020021587A1 (ja) * 2018-07-23 2020-01-30 三菱電機株式会社 時系列データ診断装置、追加学習方法およびプログラム
DE102018121270B4 (de) 2018-08-31 2023-12-21 Volkswagen Aktiengesellschaft Diagnoseverfahren, Diagnosesystem und Kraftfahrzeug
CN111340250A (zh) * 2018-12-19 2020-06-26 富泰华工业（深圳）有限公司 设备检修装置、方法及计算机可读存储介质
DE102019219727A1 (de) 2018-12-26 2020-07-02 Presenso Ltd. System und Verfahren zum Detektieren von Anomalien in Sensordaten von industriellen Maschinen, die in einer vorbestimmten Umgebung angeordnet sind
JP7357450B2 (ja) * 2019-02-28 2023-10-06 コマツ産機株式会社 学習データを収集するためのシステム、及び方法
CN112988501B (zh) * 2019-12-17 2023-02-03 深信服科技股份有限公司 一种告警信息生成方法、装置、电子设备及存储介质
KR102340395B1 (ko) * 2020-01-02 2021-12-15 두산중공업 주식회사 플랜트의 고장을 진단하기 위한 장치 및 이를 위한 방법
JP7489615B2 (ja) * 2020-09-29 2024-05-24 パナソニックＩｐマネジメント株式会社 診断システム、診断方法及びプログラム
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TWI727554B (zh) 2018-12-27 2021-05-11 日商三菱電機股份有限公司 異常診斷裝置及異常診斷方法

Also Published As

Publication number Publication date
JP5455866B2 (ja) 2014-03-26
US9678845B2 (en) 2017-06-13
US20130218522A1 (en) 2013-08-22
EP2634660A4 (en) 2016-04-13
EP2634660A1 (en) 2013-09-04
EP2634660B1 (en) 2017-12-27
CN103180793A (zh) 2013-06-26
WO2012057001A1 (ja) 2012-05-03
JP2012094044A (ja) 2012-05-17

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