GB2496040B - Predicted fault analysis - Google Patents

Predicted fault analysis

Info

Publication number
GB2496040B
GB2496040B GB1219049.2A GB201219049A GB2496040B GB 2496040 B GB2496040 B GB 2496040B GB 201219049 A GB201219049 A GB 201219049A GB 2496040 B GB2496040 B GB 2496040B
Authority
GB
United Kingdom
Prior art keywords
fault analysis
predicted fault
predicted
analysis
fault
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
GB1219049.2A
Other languages
English (en)
Other versions
GB2496040A (en
GB201219049D0 (en
Inventor
Zhou Ling
Kenneth Daly Paul
B Havekost Robert
Lynn Blevins Terrence
K Wojsznis Wilhelm
John Nixon Mark
J Worek Christopher
Richard Muston Paul
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.)
Fisher Rosemount Systems Inc
Original Assignee
Fisher Rosemount Systems Inc
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
Priority claimed from US13/279,881 external-priority patent/US9323234B2/en
Application filed by Fisher Rosemount Systems Inc filed Critical Fisher Rosemount Systems Inc
Publication of GB201219049D0 publication Critical patent/GB201219049D0/en
Publication of GB2496040A publication Critical patent/GB2496040A/en
Application granted granted Critical
Publication of GB2496040B publication Critical patent/GB2496040B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric
    • 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
    • G05B15/00—Systems controlled by a computer
    • G05B15/02—Systems controlled by a computer electric
    • 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
    • G05B23/0235—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 a comparison with predetermined threshold or range, e.g. "classical methods", carried out during normal operation; threshold adaptation or choice; when or how to compare with the threshold
    • 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
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION 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
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION 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
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/04—Manufacturing
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/32—Operator till task planning
    • G05B2219/32187—Correlation between controlling parameters for influence on quality parameters
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/32—Operator till task planning
    • G05B2219/32194—Quality prediction
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/32—Operator till task planning
    • G05B2219/32201—Build statistical model of past normal proces, compare with actual process
    • Y—GENERAL 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
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30—Computing systems specially adapted for manufacturing
GB1219049.2A 2011-10-24 2012-10-23 Predicted fault analysis Active GB2496040B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US13/279,881 US9323234B2 (en) 2009-06-10 2011-10-24 Predicted fault analysis

Publications (3)

Publication Number Publication Date
GB201219049D0 GB201219049D0 (en) 2012-12-05
GB2496040A GB2496040A (en) 2013-05-01
GB2496040B true GB2496040B (en) 2019-04-03

Family

ID=47359349

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1219049.2A Active GB2496040B (en) 2011-10-24 2012-10-23 Predicted fault analysis

Country Status (4)

Country Link
JP (1) JP6166883B2 (ja)
CN (1) CN103116277B (ja)
DE (1) DE102012110166A1 (ja)
GB (1) GB2496040B (ja)

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US20140379626A1 (en) * 2013-06-20 2014-12-25 Rockwell Automation Technologies, Inc. Information platform for industrial automation stream-based data processing
US10018997B2 (en) * 2013-06-28 2018-07-10 Fisher-Rosemount Systems, Inc. Non-intrusive data analytics in a process control system
CN106796432B (zh) * 2014-09-02 2019-08-23 庞巴迪公司 确定用于检查复合部件的采样方案的方法和系统
US11042128B2 (en) * 2015-03-18 2021-06-22 Accenture Global Services Limited Method and system for predicting equipment failure
WO2017039667A1 (en) * 2015-09-03 2017-03-09 General Electric Company Method and apparatus for providing case histories and case progressions
WO2017039665A1 (en) * 2015-09-03 2017-03-09 General Electric Company Method and apparatus for rating failure data structures
WO2017044118A1 (en) * 2015-09-11 2017-03-16 General Electric Company Method and appartus for providing case assessments of threats versus work plans
CN105740975B (zh) * 2016-01-26 2019-08-27 云南电网有限责任公司电力科学研究院 一种基于数据关联关系的设备缺陷评估与预测方法
EP3246777A1 (de) * 2016-05-19 2017-11-22 ETM professional control GmbH System zum steuern und überwachen technischer prozesse und anlagen
JP6780576B2 (ja) * 2017-04-27 2020-11-04 トヨタ自動車株式会社 解析手法提示システム、方法及びプログラム
CN107817684A (zh) * 2017-11-21 2018-03-20 北京宇航系统工程研究所 一种运载火箭快速故障检测策略优化方法
US11537271B2 (en) * 2018-04-16 2022-12-27 Ebay Inc. System and method for aggregation and comparison of multi-tab content
KR102244169B1 (ko) * 2018-04-19 2021-04-23 미쓰비시덴키 가부시키가이샤 이상 설비를 특정하는 장치, 방법, 및 기록 매체에 저장된 컴퓨터 프로그램
DE102018109816B3 (de) * 2018-04-24 2019-10-24 Yxlon International Gmbh Verfahren zur Gewinnung mindestens eines signifikanten Merkmals in einer Serie von Bauteilen gleichen Typs und Verfahren zur Klassifikation eines Bauteils eienr solchen Serie
CN108919776B (zh) * 2018-06-19 2021-04-09 深圳市元征科技股份有限公司 一种故障评估方法及终端
JP7163117B2 (ja) * 2018-09-14 2022-10-31 株式会社東芝 プロセス監視支援装置、プロセス監視支援システム、プロセス監視支援方法及びプロセス監視支援プログラム
JP7398443B2 (ja) * 2018-09-27 2023-12-14 テトラ ラバル ホールディングス アンド ファイナンス エス エイ 包装機における故障予測の方法
JP7012888B2 (ja) * 2019-01-21 2022-01-28 三菱電機株式会社 異常要因推定装置、異常要因推定方法、及びプログラム
US11899417B2 (en) * 2019-05-02 2024-02-13 Fisher-Rosemount Systems, Inc. Methods and apparatus to implement predictive analytics for continuous control system processes
JP2020190956A (ja) * 2019-05-22 2020-11-26 株式会社東芝 製造条件出力装置、品質管理システム及びプログラム
EP3764179A1 (en) * 2019-07-08 2021-01-13 ABB Schweiz AG Assessing conditions of instustrial equipment and processes
CN113721557B (zh) * 2020-05-25 2022-12-20 中国石油化工股份有限公司 基于关联参数的石化装置运行工艺参数监测方法及装置
CN112233420B (zh) * 2020-10-14 2023-12-15 腾讯科技（深圳）有限公司 一种智能交通控制系统的故障诊断的方法及装置
CN113433907B (zh) * 2021-06-24 2022-05-10 中国航空综合技术研究所 基于可靠性关键特性的航空机电产品设计可靠性控制方法
WO2023136032A1 (ja) * 2022-01-14 2023-07-20 富士フイルム株式会社 情報処理装置、方法及びプログラム

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US20050159835A1 (en) * 2003-12-26 2005-07-21 Kentaro Yamada Device for and method of creating a model for determining relationship between process and quality
WO2006018741A2 (en) * 2004-08-20 2006-02-23 Pdf Solutions Sa A method for improving efficiency of a manufacturing process such as a semiconductor fab process
US20080102147A1 (en) * 2006-10-27 2008-05-01 Nissei Plastic Industrial Co., Ltd. Support apparatus of injection-molding machine
WO2008106071A1 (en) * 2007-02-27 2008-09-04 Exxonmobil Research And Engineering Company Method and system of using inferential measurements for abnormal event detection in continuous industrial processes
US20090149981A1 (en) * 2007-08-14 2009-06-11 Wayne Errol Evans System and methods for continuous, online monitoring of a chemical plant or refinery
US20100318934A1 (en) * 2009-06-10 2010-12-16 Terrence Lynn Blevins Methods and apparatus to predict process quality in a process control system

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EP1955830B1 (en) * 2007-02-06 2014-04-09 Abb Research Ltd. A method and a control system for monitoring the condition of an industrial robot
CN201898519U (zh) * 2010-09-01 2011-07-13 燕山大学 带有风险控制的设备维修预警装置

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050159835A1 (en) * 2003-12-26 2005-07-21 Kentaro Yamada Device for and method of creating a model for determining relationship between process and quality
WO2006018741A2 (en) * 2004-08-20 2006-02-23 Pdf Solutions Sa A method for improving efficiency of a manufacturing process such as a semiconductor fab process
US20080102147A1 (en) * 2006-10-27 2008-05-01 Nissei Plastic Industrial Co., Ltd. Support apparatus of injection-molding machine
WO2008106071A1 (en) * 2007-02-27 2008-09-04 Exxonmobil Research And Engineering Company Method and system of using inferential measurements for abnormal event detection in continuous industrial processes
US20090149981A1 (en) * 2007-08-14 2009-06-11 Wayne Errol Evans System and methods for continuous, online monitoring of a chemical plant or refinery
US20100318934A1 (en) * 2009-06-10 2010-12-16 Terrence Lynn Blevins Methods and apparatus to predict process quality in a process control system

Also Published As

Publication number Publication date
CN103116277B (zh) 2018-04-13
CN103116277A (zh) 2013-05-22
DE102012110166A1 (de) 2013-04-25
GB2496040A (en) 2013-05-01
JP2013093027A (ja) 2013-05-16
GB201219049D0 (en) 2012-12-05
JP6166883B2 (ja) 2017-07-19

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