CN1910434B - 在机械中诊断机械问题的方法和装置 - Google Patents

在机械中诊断机械问题的方法和装置 Download PDF

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Publication number
CN1910434B
CN1910434B CN2005800024753A CN200580002475A CN1910434B CN 1910434 B CN1910434 B CN 1910434B CN 2005800024753 A CN2005800024753 A CN 2005800024753A CN 200580002475 A CN200580002475 A CN 200580002475A CN 1910434 B CN1910434 B CN 1910434B
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China
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vibration
operational factor
model
predetermined number
predicted value
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CN1910434A (zh
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唐纳德·弗雷里希斯
弗兰克·托特
史蒂文·约翰逊
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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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-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 programme 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 programme data in numerical form characterised by monitoring or safety
    • G05B19/4065—Monitoring tool breakage, life or condition
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01H—MEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H17/00—Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups
    • 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
    • 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
    • G05B2219/37435—Vibration of machine
    • 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]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Manufacturing & Machinery (AREA)
  • Automation & Control Theory (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
CN2005800024753A 2004-01-14 2005-01-13 在机械中诊断机械问题的方法和装置 Expired - Lifetime CN1910434B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US53635604P 2004-01-14 2004-01-14
US60/536,356 2004-01-14
PCT/US2005/001124 WO2005071620A2 (en) 2004-01-14 2005-01-13 Method and apparatus to diagnose mechanical problems in machinery

Publications (2)

Publication Number Publication Date
CN1910434A CN1910434A (zh) 2007-02-07
CN1910434B true CN1910434B (zh) 2012-02-15

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US (1) US7225109B2 (enExample)
EP (1) EP1706718A2 (enExample)
CN (1) CN1910434B (enExample)
IN (1) IN266758B (enExample)
WO (1) WO2005071620A2 (enExample)

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CN101968378A (zh) * 2010-09-30 2011-02-09 河南电力试验研究院 适用于双极一次风机现场振动测试的装置和方法
CN102063109B (zh) * 2010-11-29 2012-09-05 株洲南车时代电气股份有限公司 一种基于神经网络的地铁列车故障诊断装置及其方法
CN102183951A (zh) * 2011-03-25 2011-09-14 同济大学 基于虚拟仪器开发平台的回转支承状态监测与故障诊断装置
US9360864B2 (en) * 2012-04-11 2016-06-07 General Electric Company Turbine fault prediction
EP2690513B1 (de) * 2012-07-24 2016-08-31 Siemens Aktiengesellschaft Condition-Monitoring bei einer Maschine, insbesondere bei einer Produktions- oder Werkzeugmaschine
WO2014043391A1 (en) 2012-09-12 2014-03-20 Finley Lee Ledbetter System and method for vibration analysis
CN103389220B (zh) * 2013-08-01 2015-09-16 太原科技大学 大型桥式起重机降载当量试验检测方法
US10908014B2 (en) 2014-08-21 2021-02-02 Baker Hughes, A Ge Company, Llc Detecting rotor anomalies during transient speed operations
US9945755B2 (en) 2014-09-30 2018-04-17 Marquip, Llc Methods for using digitized sound patterns to monitor operation of automated machinery
CN104849078A (zh) * 2015-04-13 2015-08-19 句容五星机械制造有限公司 断油阀控制油路推土机无法再次启动故障检测方法
WO2017083141A1 (en) * 2015-11-10 2017-05-18 Schlumberger Technology Corporation Electric submersible pump health assessment
JP6590746B2 (ja) * 2016-03-22 2019-10-16 三菱日立パワーシステムズ株式会社 回転機械振動計測装置、回転機械振動計測方法及びプログラム
CN109791511A (zh) * 2016-09-29 2019-05-21 惠普发展公司，有限责任合伙企业 部件故障预测
US10963797B2 (en) * 2017-02-09 2021-03-30 Caterpillar Inc. System for analyzing machine data
DE102018204648A1 (de) * 2018-03-27 2019-10-02 Robert Bosch Gmbh Führung, Sensoranordnung und Verfahren
CN109724760B (zh) * 2018-12-21 2020-12-01 沈阳建筑大学 一种塔式起重机安全状态检测与评价系统
US20230074551A1 (en) * 2020-03-23 2023-03-09 Hewlett-Packard Development Company, L.P. Device failure prediction based on autoencoders
WO2022174441A1 (zh) * 2021-02-22 2022-08-25 罗伯特·博世有限公司 一种用于监测机械装置或机械部件的健康状态的方法及装置
CN113127298B (zh) * 2021-03-30 2023-01-06 山东英信计算机技术有限公司 一种保护机械硬盘的方法、系统、设备及介质
CN113916360B (zh) * 2021-09-26 2023-08-11 苏州浪潮智能科技有限公司 一种噪声检测方法、装置及介质
CN114323664A (zh) * 2021-12-13 2022-04-12 中国船舶重工集团公司第七0三研究所 一种燃气轮机燃气振动异常的检测方法
CN114818127B (zh) * 2022-04-18 2023-04-28 中节能工业节能有限公司 一种汽轮机劣化程度的量化方法

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WO2005071620A3 (en) 2005-10-13
US7225109B2 (en) 2007-05-29
CN1910434A (zh) 2007-02-07
IN266758B (enExample) 2015-05-29
WO2005071620A2 (en) 2005-08-04
US20050154542A1 (en) 2005-07-14
EP1706718A2 (en) 2006-10-04

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