CN108572006B - 状态诊断装置 - Google Patents

状态诊断装置 Download PDF

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Publication number
CN108572006B
CN108572006B CN201810182482.5A CN201810182482A CN108572006B CN 108572006 B CN108572006 B CN 108572006B CN 201810182482 A CN201810182482 A CN 201810182482A CN 108572006 B CN108572006 B CN 108572006B
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China
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data
diagnostic
diagnostic model
model
diagnosis
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CN201810182482.5A
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Chinese (zh)
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CN108572006A (zh
Inventor
玉腰贵浩
上野浩
安藤知治
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Okuma Corp
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Okuma Corp
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    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M13/00—Testing of machine parts
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00—Measuring or testing not otherwise provided for
    • G01D21/02—Measuring two or more variables by means not covered by a single other subclass
    • 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
    • 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
    • G05B23/0275—Fault isolation and identification, e.g. classify fault; estimate cause or root of failure
    • 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
    • G05B23/0297—Reconfiguration of monitoring system, e.g. use of virtual sensors; change monitoring method as a response to monitoring results
    • 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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/4184—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by fault tolerance, reliability of production system
    • 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
    • Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
    • 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
    • Y02P90/80—Management or planning

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
CN201810182482.5A 2017-03-07 2018-03-06 状态诊断装置 Active CN108572006B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2017043108A JP6869755B2 (ja) 2017-03-07 2017-03-07 状態診断装置
JP2017-043108 2017-03-07

Publications (2)

Publication Number Publication Date
CN108572006A CN108572006A (zh) 2018-09-25
CN108572006B true CN108572006B (zh) 2021-08-06

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Family Applications (1)

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CN201810182482.5A Active CN108572006B (zh) 2017-03-07 2018-03-06 状态诊断装置

Country Status (4)

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US (1) US10725465B2 (enExample)
JP (1) JP6869755B2 (enExample)
CN (1) CN108572006B (enExample)
DE (1) DE102018203280A1 (enExample)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11126465B2 (en) * 2017-03-23 2021-09-21 Microsoft Technology Licensing, Llc Anticipatory collection of metrics and logs
WO2020234961A1 (ja) * 2019-05-20 2020-11-26 三菱電機株式会社 状態推定装置および状態推定方法
JP7187397B2 (ja) * 2019-07-18 2022-12-12 オークマ株式会社 工作機械における診断モデルの再学習要否判定方法及び再学習要否判定装置、再学習要否判定プログラム
DE102020205895B4 (de) 2020-05-11 2024-10-10 Iba Ag Verfahren sowie Vorrichtung zur automatischen Überwachung eines zyklischen Prozesses
DE102020112848A1 (de) 2020-05-12 2021-11-18 fos4X GmbH Verfahren zur Erfassung von Daten
DE102020208642A1 (de) 2020-07-09 2022-01-13 Robert Bosch Gesellschaft mit beschränkter Haftung Verfahren und Vorrichtung zur Anomaliedetektion in technischen Systemen
JP7498613B2 (ja) 2020-07-17 2024-06-12 ミネベアミツミ株式会社 モータ駆動制御装置、モータ駆動制御システム、ファンシステム、及びモータ駆動制御方法
DE102020210530A1 (de) 2020-08-19 2022-02-24 Kuka Deutschland Gmbh Überwachung bei einem robotergestützten Prozess
JP7093031B2 (ja) 2020-09-23 2022-06-29 ダイキン工業株式会社 情報処理装置、情報処理方法、及びプログラム
JP2022188345A (ja) * 2021-06-09 2022-12-21 富士電機株式会社 診断装置、診断方法、診断プログラム
DE102022210710A1 (de) 2022-10-11 2024-04-11 Robert Bosch Gesellschaft mit beschränkter Haftung Verfahren zum Ausgeben einer Zustandsinformation bezüglich eines Arbeitsbereitschaftszustands von Subsystemen einer landwirtschaftlichen Arbeitsmaschine
CN117707050B (zh) * 2023-12-25 2024-05-07 上海滨捷机电有限公司 基于云计算的数控机床实时监控与数据分析系统及方法

Citations (5)

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CN101048714A (zh) * 2004-08-27 2007-10-03 西门子共同研究公司 用于更新系统监控模型的系统、设备以及方法
CN101542518A (zh) * 2007-01-16 2009-09-23 株式会社东芝 远程监视·诊断系统
JP2009289154A (ja) * 2008-05-30 2009-12-10 Toshiba Corp モニタリング条件決定装置、モニタリング条件の決定方法および監視診断装置
JP2015203936A (ja) * 2014-04-14 2015-11-16 株式会社日立製作所 状態監視装置
WO2016157278A1 (ja) * 2015-03-27 2016-10-06 株式会社日立製作所 故障予兆診断システム、及びその方法

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JPS518116B1 (enExample) 1969-04-01 1976-03-13
JPH07124889A (ja) * 1993-10-29 1995-05-16 Yaskawa Electric Corp 産業用ロボットの制御装置
JP2002090267A (ja) 2000-09-21 2002-03-27 Mitsui Eng & Shipbuild Co Ltd 異常診断方法
GB0127552D0 (en) * 2001-11-16 2002-01-09 Abb Ab Analysing events
JP2003271233A (ja) * 2002-03-19 2003-09-26 Hitachi Ltd 電源設備及びその管理方法
CN101535909B (zh) * 2006-09-28 2012-08-29 费舍-柔斯芒特系统股份有限公司 热交换器中的异常情况预防
JP2008102005A (ja) * 2006-10-18 2008-05-01 Nsk Ltd 異常診断装置
JP5108116B2 (ja) 2009-01-14 2012-12-26 株式会社日立製作所 装置異常監視方法及びシステム
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Patent Citations (5)

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Publication number Priority date Publication date Assignee Title
CN101048714A (zh) * 2004-08-27 2007-10-03 西门子共同研究公司 用于更新系统监控模型的系统、设备以及方法
CN101542518A (zh) * 2007-01-16 2009-09-23 株式会社东芝 远程监视·诊断系统
JP2009289154A (ja) * 2008-05-30 2009-12-10 Toshiba Corp モニタリング条件決定装置、モニタリング条件の決定方法および監視診断装置
JP2015203936A (ja) * 2014-04-14 2015-11-16 株式会社日立製作所 状態監視装置
WO2016157278A1 (ja) * 2015-03-27 2016-10-06 株式会社日立製作所 故障予兆診断システム、及びその方法

Also Published As

Publication number Publication date
CN108572006A (zh) 2018-09-25
US10725465B2 (en) 2020-07-28
JP6869755B2 (ja) 2021-05-12
US20180259951A1 (en) 2018-09-13
DE102018203280A1 (de) 2018-09-13
JP2018146448A (ja) 2018-09-20

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