CN107710089B - 工厂设备诊断装置以及工厂设备诊断方法 - Google Patents

工厂设备诊断装置以及工厂设备诊断方法 Download PDF

Info

Publication number
CN107710089B
CN107710089B CN201680036343.0A CN201680036343A CN107710089B CN 107710089 B CN107710089 B CN 107710089B CN 201680036343 A CN201680036343 A CN 201680036343A CN 107710089 B CN107710089 B CN 107710089B
Authority
CN
China
Prior art keywords
diagnostic
plant equipment
abnormality
diagnosis
state
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
CN201680036343.0A
Other languages
English (en)
Chinese (zh)
Other versions
CN107710089A (zh
Inventor
关合孝朗
林喜治
前田达矢
定江和贵
村上正博
深井雅之
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hitachi Ltd
Original Assignee
Hitachi Ltd
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 Hitachi Ltd filed Critical Hitachi Ltd
Publication of CN107710089A publication Critical patent/CN107710089A/zh
Application granted granted Critical
Publication of CN107710089B publication Critical patent/CN107710089B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/04Manufacturing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Tourism & Hospitality (AREA)
  • Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Health & Medical Sciences (AREA)
  • Economics (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Automation & Control Theory (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
CN201680036343.0A 2015-06-22 2016-05-25 工厂设备诊断装置以及工厂设备诊断方法 Active CN107710089B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2015-124353 2015-06-22
JP2015124353A JP6523815B2 (ja) 2015-06-22 2015-06-22 プラント診断装置及びプラント診断方法
PCT/JP2016/065373 WO2016208315A1 (fr) 2015-06-22 2016-05-25 Dispositif de diagnostic d'installation et procédé de diagnostic d'installation

Publications (2)

Publication Number Publication Date
CN107710089A CN107710089A (zh) 2018-02-16
CN107710089B true CN107710089B (zh) 2020-07-10

Family

ID=57585493

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201680036343.0A Active CN107710089B (zh) 2015-06-22 2016-05-25 工厂设备诊断装置以及工厂设备诊断方法

Country Status (3)

Country Link
JP (1) JP6523815B2 (fr)
CN (1) CN107710089B (fr)
WO (1) WO2016208315A1 (fr)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6930195B2 (ja) * 2017-04-17 2021-09-01 富士通株式会社 モデル同定装置、予測装置、監視システム、モデル同定方法および予測方法
JP6772963B2 (ja) * 2017-06-05 2020-10-21 トヨタ自動車株式会社 異常診断装置及び異常診断方法
JP7042056B2 (ja) * 2017-10-25 2022-03-25 株式会社日立製作所 プラントの運転支援装置及び運転支援方法
WO2019239542A1 (fr) 2018-06-14 2019-12-19 三菱電機株式会社 Appareil de détection d'anomalie, procédé de détection d'anomalie, et programme de détection d'anomalie
JP7184636B2 (ja) * 2018-12-27 2022-12-06 三菱重工業株式会社 データ選別装置及び方法、ならびに監視診断装置
US11361218B2 (en) * 2019-05-31 2022-06-14 International Business Machines Corporation Noise and signal management for RPU array
JP7473343B2 (ja) * 2020-01-08 2024-04-23 株式会社日立製作所 運転管理支援装置及び運転管理支援方法

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101194388A (zh) * 2005-06-06 2008-06-04 丰田自动车株式会社 异常判断设备
CN103617110A (zh) * 2013-11-11 2014-03-05 国家电网公司 服务器设备状态检修系统
CN105122164A (zh) * 2013-04-02 2015-12-02 株式会社日立制作所 工厂设备管理系统以及工厂设备管理系统的控制方法

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5566092A (en) * 1993-12-30 1996-10-15 Caterpillar Inc. Machine fault diagnostics system and method
JP2003295937A (ja) * 2002-03-29 2003-10-17 Hitachi Ltd プラント監視装置とプラント監視方法
JP4034195B2 (ja) * 2003-01-23 2008-01-16 株式会社日立製作所 プラントの運転方法およびその運転装置
JP2006277185A (ja) * 2005-03-29 2006-10-12 Osaka Gas Co Ltd 故障予測診断支援システム
JP4873985B2 (ja) * 2006-04-24 2012-02-08 三菱電機株式会社 設備機器用故障診断装置
US7827006B2 (en) * 2007-01-31 2010-11-02 Fisher-Rosemount Systems, Inc. Heat exchanger fouling detection
EP2813913A1 (fr) * 2007-03-22 2014-12-17 Nec Corporation Dispositif de diagnostic
US8532865B2 (en) * 2007-08-09 2013-09-10 Hitachi Construction Machinery Co., Ltd. Apparatus and system for diagnosing devices included in working machine
JP2011060088A (ja) * 2009-09-11 2011-03-24 Toshiba Corp 保守計画作成装置および保守計画作成方法
WO2011089649A1 (fr) * 2010-01-22 2011-07-28 株式会社日立製作所 Appareil de diagnostic et procédé de diagnostic
CN201714747U (zh) * 2010-06-13 2011-01-19 宝山钢铁股份有限公司 一种液压流量报警装置
CN102036287B (zh) * 2011-01-11 2013-09-25 大唐移动通信设备有限公司 终端设备的异常状态的检测方法和设备
CN105278526B (zh) * 2015-11-19 2017-12-01 东北大学 一种基于正则化架构的工业过程故障分离方法

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101194388A (zh) * 2005-06-06 2008-06-04 丰田自动车株式会社 异常判断设备
CN105122164A (zh) * 2013-04-02 2015-12-02 株式会社日立制作所 工厂设备管理系统以及工厂设备管理系统的控制方法
CN103617110A (zh) * 2013-11-11 2014-03-05 国家电网公司 服务器设备状态检修系统

Also Published As

Publication number Publication date
JP6523815B2 (ja) 2019-06-05
CN107710089A (zh) 2018-02-16
WO2016208315A1 (fr) 2016-12-29
JP2017010232A (ja) 2017-01-12

Similar Documents

Publication Publication Date Title
CN107710089B (zh) 工厂设备诊断装置以及工厂设备诊断方法
JP7069269B2 (ja) デジタル・ツイン・シミュレーション・データを利用した時系列データに基づく、大規模な産業用監視システム向けの半教師あり深層異常検出のための方法およびシステム
CN107111311B (zh) 利用稀疏编码方法的燃气涡轮机传感器故障检测
US9483049B2 (en) Anomaly detection and diagnosis/prognosis method, anomaly detection and diagnosis/prognosis system, and anomaly detection and diagnosis/prognosis program
EP2905665B1 (fr) Appareil de traitement d'informations, procédé de diagnostic et programme
US8682616B2 (en) Identifying failures in an aeroengine
EP1982301B1 (fr) Procédé de surveillance d'état
CN102999038B (zh) 发电设备的诊断装置、以及发电设备的诊断方法
CN107111309B (zh) 利用监督式学习方法的燃气涡轮机故障预测
JP6856443B2 (ja) 設備機器の異常診断システム
CN102880170A (zh) 基于基线模型和贝叶斯因子的系统故障早期预警方法
US20120296605A1 (en) Method, computer program, and system for performing interpolation on sensor data for high system availability
WO2011089649A1 (fr) Appareil de diagnostic et procédé de diagnostic
JP6088131B2 (ja) タービン性能診断システム及び方法
WO2017138238A1 (fr) Dispositif de surveillance et procédé de commande de surveillance
CN113574358B (zh) 异常检测装置及异常检测方法
KR20200005206A (ko) 기계 학습 기반의 설비 이상 분류 시스템 및 방법
KR20200010671A (ko) 기계 학습 기반의 설비 이상 진단 시스템 및 방법
JP2011070334A (ja) 異常診断装置及び異常診断方法
WO2023072724A1 (fr) Système, appareil et procédé de surveillance de l'état d'un actif dans une installation technique
WO2023044770A1 (fr) Procédé et appareil d'avertissement précoce d'indisponibilité de pompe à sec, dispositif électronique, support de stockage et programme
WO2019003703A1 (fr) Dispositif de diagnostic et méthode de diagnostic
JP2017117034A (ja) 診断装置及び診断方法
Wang et al. An intelligent process fault diagnosis system integrating Andrews plot, PCA and neural networks
Eklund Using synthetic data to train an accurate real-world fault detection system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant