JP6166883B2 - 予測された欠陥分析 - Google Patents

予測された欠陥分析 Download PDF

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JP6166883B2
JP6166883B2 JP2012234304A JP2012234304A JP6166883B2 JP 6166883 B2 JP6166883 B2 JP 6166883B2 JP 2012234304 A JP2012234304 A JP 2012234304A JP 2012234304 A JP2012234304 A JP 2012234304A JP 6166883 B2 JP6166883 B2 JP 6166883B2
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variable
graph
quality
process control
candidate
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JP2013093027A (ja
JP2013093027A5 (enrdf_load_stackoverflow
Inventor
チョウ リン
チョウ リン
ケー ダリー ポール
ケー ダリー ポール
ビー ハブコスト ロバート
ビー ハブコスト ロバート
エル ブレビンズ テレンス
エル ブレビンズ テレンス
ケー ウォシュニス ウィルヘルム
ケー ウォシュニス ウィルヘルム
ジェー ニクソン マーク
ジェー ニクソン マーク
ジェー ウォレク クリストファー
ジェー ウォレク クリストファー
アール ムストン ポール
アール ムストン ポール
Original Assignee
フィッシャー−ローズマウント システムズ，インコーポレイテッド
フィッシャー−ローズマウント システムズ，インコーポレイテッド
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Priority claimed from US13/279,881 external-priority patent/US9323234B2/en
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Publication of JP2013093027A5 publication Critical patent/JP2013093027A5/ja
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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
    • 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
    • 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
    • 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 OR CALCULATING; 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 OR CALCULATING; 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—Information and communication technology [ICT] specially adapted for implementation of business processes of 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Automation & Control Theory (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Theoretical Computer Science (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • General Health & Medical Sciences (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Development Economics (AREA)
  • Manufacturing & Machinery (AREA)
  • Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Primary Health Care (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • General Factory Administration (AREA)
JP2012234304A 2011-10-24 2012-10-24 予測された欠陥分析 Active JP6166883B2 (ja)

Applications Claiming Priority (2)

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

Publications (3)

Publication Number Publication Date
JP2013093027A JP2013093027A (ja) 2013-05-16
JP2013093027A5 JP2013093027A5 (enrdf_load_stackoverflow) 2015-12-10
JP6166883B2 true JP6166883B2 (ja) 2017-07-19

Family

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JP2012234304A Active JP6166883B2 (ja) 2011-10-24 2012-10-24 予測された欠陥分析

Country Status (4)

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

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US20170248943A1 (en) * 2014-09-02 2017-08-31 Bombardier Inc. Method and system for determining sampling plan for inspection of composite components
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
CN112689600B (zh) * 2018-09-27 2022-06-21 利乐拉瓦尔集团及财务有限公司 在包装机中进行故障预测的方法
WO2020152741A1 (ja) * 2019-01-21 2020-07-30 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
EP3764179B1 (en) * 2019-07-08 2024-11-13 ABB Schweiz AG Assessing conditions of industrial 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
JP7717501B2 (ja) * 2021-06-15 2025-08-04 キヤノンメディカルシステムズ株式会社 医用情報処理装置、医用情報処理システム、医用情報処理方法及び医用情報処理プログラム
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
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Also Published As

Publication number Publication date
JP2013093027A (ja) 2013-05-16
CN103116277A (zh) 2013-05-22
GB2496040A (en) 2013-05-01
CN103116277B (zh) 2018-04-13
GB201219049D0 (en) 2012-12-05
DE102012110166A1 (de) 2013-04-25
GB2496040B (en) 2019-04-03

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