JP7848810B2 - 機械設備監視システム及び機械設備監視方法 - Google Patents

機械設備監視システム及び機械設備監視方法

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Publication number
JP7848810B2
JP7848810B2 JP2023577585A JP2023577585A JP7848810B2 JP 7848810 B2 JP7848810 B2 JP 7848810B2 JP 2023577585 A JP2023577585 A JP 2023577585A JP 2023577585 A JP2023577585 A JP 2023577585A JP 7848810 B2 JP7848810 B2 JP 7848810B2
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Japan
Prior art keywords
sensor
actuator
detection data
data
information
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Application number
JP2023577585A
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English (en)
Japanese (ja)
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JPWO2024236827A1 (https=
Inventor
真聖 大堀
正和 杉ノ原
隆之 兼松
圭悟 阿部
邦彦 笹尾
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NSK Ltd
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NSK Ltd
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Publication of JP7848810B2 publication Critical patent/JP7848810B2/ja
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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
    • G05B19/00—Program-control systems
    • G05B19/02—Program-control systems electric
    • G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form
    • G05B19/406—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form characterised by monitoring or safety
    • G05B19/4062—Monitoring servoloop, e.g. overload of servomotor, loss of feedback or reference
    • 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—Program-control systems
    • G05B19/02—Program-control systems electric
    • G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form
    • G05B19/406—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form characterised by monitoring or safety
    • G05B19/4065—Monitoring tool breakage, life or condition
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M99/00—Subject matter not provided for in other groups of this 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
    • G05B19/00—Program-control systems
    • G05B19/02—Program-control systems electric
    • G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form
    • G05B19/416—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form characterised by control of velocity, acceleration or deceleration
    • 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—Program-control systems
    • G05B19/02—Program-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]
    • G05B19/4183—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 data acquisition, e.g. workpiece identification
    • 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—Program-control systems
    • G05B19/02—Program-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]
    • G05B19/41865—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 job scheduling, process planning, material flow
    • G05B19/4187—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 job scheduling, process planning, material flow by tool management
    • 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
    • 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
    • G05B2219/37—Measurements
    • G05B2219/37429—Temperature of motor
    • 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
    • G05B2219/37—Measurements
    • G05B2219/37432—Detected by accelerometer, piezo 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
    • 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]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Manufacturing & Machinery (AREA)
  • Human Computer Interaction (AREA)
  • General Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Numerical Control (AREA)
JP2023577585A 2023-05-15 2023-08-30 機械設備監視システム及び機械設備監視方法 Active JP7848810B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2023080376 2023-05-15
JP2023080376 2023-05-15
PCT/JP2023/031625 WO2024236827A1 (ja) 2023-05-15 2023-08-30 機械設備監視システム及び機械設備監視方法

Publications (2)

Publication Number Publication Date
JPWO2024236827A1 JPWO2024236827A1 (https=) 2024-11-21
JP7848810B2 true JP7848810B2 (ja) 2026-04-21

Family

ID=93519461

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2023577585A Active JP7848810B2 (ja) 2023-05-15 2023-08-30 機械設備監視システム及び機械設備監視方法

Country Status (6)

Country Link
EP (1) EP4715362A1 (https=)
JP (1) JP7848810B2 (https=)
KR (1) KR20240166454A (https=)
CN (1) CN119325557A (https=)
TW (1) TWI907897B (https=)
WO (1) WO2024236827A1 (https=)

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002268728A (ja) 2001-03-08 2002-09-20 Yamatake Sangyo Systems Co Ltd 同期診断監視システム、同期診断監視装置、および同期診断監視プログラム
JP2005218154A (ja) 2004-01-27 2005-08-11 Hitachi Global Storage Technologies Netherlands Bv 記憶装置の制御方法、モータ制御方法及び記憶装置
JP2012098213A (ja) 2010-11-04 2012-05-24 Nsk Ltd 転がり直動要素用稼働状態監視装置および転がり直動要素の稼働状態監視方法
JP5659812B2 (ja) 2011-01-19 2015-01-28 株式会社デンソーウェーブ ロボットコントローラ
JP2020169818A (ja) 2019-04-01 2020-10-15 株式会社日進製作所 異常診断システム、異常診断装置および異常診断方法
JP2020177378A (ja) 2019-04-17 2020-10-29 株式会社ジェイテクト 異常予兆検知装置及び異常予兆検知方法
JP7000135B2 (ja) 2017-11-24 2022-01-19 オークマ株式会社 送り軸の異常診断方法及び異常診断装置
JP2022065606A (ja) 2020-10-15 2022-04-27 旭化成エンジニアリング株式会社 信号検出システム
US20220187164A1 (en) 2020-12-15 2022-06-16 University Of Cincinnati Tool condition monitoring system
JP2023004345A (ja) 2021-06-25 2023-01-17 株式会社Kmc 受電装置、センサデバイス、給電システム及び受電方法

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5363213B2 (ja) * 2009-06-30 2013-12-11 東京エレクトロン株式会社 異常検出システム、異常検出方法、記憶媒体及び基板処理装置
WO2018042940A1 (ja) * 2016-09-01 2018-03-08 富士電機株式会社 設備管理装置、設備管理システム、プログラムおよび設備管理方法
CN116888545A (zh) 2021-03-31 2023-10-13 山崎马扎克公司 机床、机床的诊断系统和机床的诊断方法

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002268728A (ja) 2001-03-08 2002-09-20 Yamatake Sangyo Systems Co Ltd 同期診断監視システム、同期診断監視装置、および同期診断監視プログラム
JP2005218154A (ja) 2004-01-27 2005-08-11 Hitachi Global Storage Technologies Netherlands Bv 記憶装置の制御方法、モータ制御方法及び記憶装置
JP2012098213A (ja) 2010-11-04 2012-05-24 Nsk Ltd 転がり直動要素用稼働状態監視装置および転がり直動要素の稼働状態監視方法
JP5659812B2 (ja) 2011-01-19 2015-01-28 株式会社デンソーウェーブ ロボットコントローラ
JP7000135B2 (ja) 2017-11-24 2022-01-19 オークマ株式会社 送り軸の異常診断方法及び異常診断装置
JP2020169818A (ja) 2019-04-01 2020-10-15 株式会社日進製作所 異常診断システム、異常診断装置および異常診断方法
JP2020177378A (ja) 2019-04-17 2020-10-29 株式会社ジェイテクト 異常予兆検知装置及び異常予兆検知方法
JP2022065606A (ja) 2020-10-15 2022-04-27 旭化成エンジニアリング株式会社 信号検出システム
US20220187164A1 (en) 2020-12-15 2022-06-16 University Of Cincinnati Tool condition monitoring system
JP2023004345A (ja) 2021-06-25 2023-01-17 株式会社Kmc 受電装置、センサデバイス、給電システム及び受電方法

Also Published As

Publication number Publication date
CN119325557A (zh) 2025-01-17
EP4715362A1 (en) 2026-03-25
TW202449536A (zh) 2024-12-16
KR20240166454A (ko) 2024-11-26
WO2024236827A1 (ja) 2024-11-21
TWI907897B (zh) 2025-12-11
JPWO2024236827A1 (https=) 2024-11-21

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