MX351680B - Metodos y aparatos para el diagnostico de defectos en un sistema mecanico. - Google Patents

Metodos y aparatos para el diagnostico de defectos en un sistema mecanico.

Info

Publication number
MX351680B
MX351680B MX2014014577A MX2014014577A MX351680B MX 351680 B MX351680 B MX 351680B MX 2014014577 A MX2014014577 A MX 2014014577A MX 2014014577 A MX2014014577 A MX 2014014577A MX 351680 B MX351680 B MX 351680B
Authority
MX
Mexico
Prior art keywords
diagnosis
mechanical system
defect diagnosis
defects
components
Prior art date
Application number
MX2014014577A
Other languages
English (en)
Other versions
MX2014014577A (es
Inventor
Elbert Smith Boone
X Gao Robert
Wang Jinjiang
Yan Ruqiang
Abelardo Sanchez Puente José
Charles Ellis Brian
Original Assignee
Univ Connecticut
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
Application filed by Univ Connecticut filed Critical Univ Connecticut
Publication of MX2014014577A publication Critical patent/MX2014014577A/es
Publication of MX351680B publication Critical patent/MX351680B/es

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Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M13/00Testing of machine parts
    • G01M13/02Gearings; Transmission mechanisms
    • G01M13/028Acoustic or vibration analysis
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M99/00Subject matter not provided for in other groups of this subclass
    • G01M99/005Testing of complete machines, e.g. washing-machines or mobile phones
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M13/00Testing of machine parts
    • G01M13/04Bearings
    • G01M13/045Acoustic or vibration analysis
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M99/00Subject matter not provided for in other groups of this subclass
    • G01M99/008Subject matter not provided for in other groups of this subclass by doing functionality tests

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Acoustics & Sound (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Tests Of Circuit Breakers, Generators, And Electric Motors (AREA)

Abstract

Se describen múltiples métodos y los aparatos correspondientes para el diagnóstico eficiente y confiable de los defectos en los componentes de los sistemas mecánicos. De acuerdo a un aspecto, el espectrograma de orden de envolvente de escala múltiple, es utilizado para diagnosticar o detectar los defectos en un componente móvil de un sistema mecánico. De acuerdo a otro aspecto más, la identificación y el diagnóstico de defectos en un motor es realizada con base en las características espectrales de la envolvente de la corriente del motor. De acuerdo a otro aspecto más, un modelo de regla lógica, que emplea la clasificación de las características asociadas con datos de un solo sensor de múltiples sensores, es empleado para el diagnóstico de los defectos en los componentes de los sistemas mecánicos.
MX2014014577A 2012-05-31 2012-05-31 Metodos y aparatos para el diagnostico de defectos en un sistema mecanico. MX351680B (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2012/040290 WO2013180723A1 (en) 2012-05-31 2012-05-31 Methods apparatuses for defect diagnosis in a mechanical system

Publications (2)

Publication Number Publication Date
MX2014014577A MX2014014577A (es) 2015-07-23
MX351680B true MX351680B (es) 2017-10-25

Family

ID=46604521

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2014014577A MX351680B (es) 2012-05-31 2012-05-31 Metodos y aparatos para el diagnostico de defectos en un sistema mecanico.

Country Status (4)

Country Link
US (1) US10520397B2 (es)
CA (1) CA2874991A1 (es)
MX (1) MX351680B (es)
WO (1) WO2013180723A1 (es)

Families Citing this family (62)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
MX351680B (es) 2012-05-31 2017-10-25 Univ Connecticut Metodos y aparatos para el diagnostico de defectos en un sistema mecanico.
CN103678680B (zh) * 2013-12-25 2016-09-14 吉林大学 基于感兴趣区域多元空间关系模型的图像分类方法
GB201404226D0 (en) * 2014-03-11 2014-04-23 Rolls Royce Plc Fault detection in induction machines
US10648735B2 (en) 2015-08-23 2020-05-12 Machinesense, Llc Machine learning based predictive maintenance of a dryer
US20160245279A1 (en) 2015-02-23 2016-08-25 Biplab Pal Real time machine learning based predictive and preventive maintenance of vacuum pump
US20160313216A1 (en) * 2015-04-25 2016-10-27 Prophecy Sensors, Llc Fuel gauge visualization of iot based predictive maintenance system using multi-classification based machine learning
US20160245686A1 (en) 2015-02-23 2016-08-25 Biplab Pal Fault detection in rotor driven equipment using rotational invariant transform of sub-sampled 3-axis vibrational data
US10638295B2 (en) 2015-01-17 2020-04-28 Machinesense, Llc System and method for turbomachinery preventive maintenance and root cause failure determination
US11334789B2 (en) * 2015-03-17 2022-05-17 Qualcomm Incorporated Feature selection for retraining classifiers
EP3104152B1 (en) * 2015-06-08 2019-08-14 ABB Schweiz AG Method and controller for determining an undesired condition in an electrical drive system
DE102015210911A1 (de) * 2015-06-15 2016-12-15 Volkswagen Aktiengesellschaft Verfahren und Vorrichtung zum Erkennen von Veränderungen in einem elektrisch betriebenen Antrieb
CN105258789B (zh) * 2015-10-28 2018-05-11 徐州医学院 一种振动信号特征频率带的提取方法及装置
CN105628358A (zh) * 2015-12-28 2016-06-01 北华大学 基于参数自适应随机共振的离心机转子故障诊断方法
JP6539594B2 (ja) * 2016-01-18 2019-07-03 株式会社神戸製鋼所 回転機異常検出装置および該方法ならびに回転機
US10672154B2 (en) 2016-02-24 2020-06-02 Nabors Drilling Technologies Usa, Inc. 3D toolface wellbore steering visualization
US11022633B2 (en) * 2016-05-11 2021-06-01 Mcmaster University Enhanced system and method for conducting PCA analysis on data signals
CN106126774A (zh) * 2016-06-14 2016-11-16 中山大学 基于bmo算法的结构损伤识别方法
DE102016210547A1 (de) * 2016-06-14 2017-12-14 Zf Friedrichshafen Ag Verfahren zur Detektion defekter Lager
JP6630653B2 (ja) * 2016-10-06 2020-01-15 株式会社神戸製鋼所 回転機異常検出装置および該方法ならびに回転機
US20180268291A1 (en) * 2017-03-14 2018-09-20 Wipro Limited System and method for data mining to generate actionable insights
CN107870892A (zh) * 2017-07-01 2018-04-03 南京理工大学 一种城轨列车滚动轴承故障诊断方法
US10921792B2 (en) 2017-12-21 2021-02-16 Machinesense Llc Edge cloud-based resin material drying system and method
CN108171263B (zh) * 2017-12-26 2019-08-30 合肥工业大学 基于改进变分模态分解和极限学习机的滚动轴承故障诊断方法
KR102472134B1 (ko) * 2018-03-29 2022-11-29 삼성전자주식회사 심층학습을 기반으로 한 설비 진단 시스템 및 방법
RU2686257C1 (ru) * 2018-04-27 2019-04-24 Ационерное общество "РОТЕК" (АО "РОТЕК") Способ и система удалённой идентификации и прогнозирования развития зарождающихся дефектов объектов
CN108896287A (zh) * 2018-06-20 2018-11-27 浙江工业大学 一种基于多尺度分析的控制阀故障检测方法
CN109255333B (zh) * 2018-09-25 2022-01-28 内蒙古工业大学 一种大型风电机组滚动轴承故障混合诊断方法
DE102018126553A1 (de) * 2018-10-24 2020-04-30 Dürr Dental SE Sensoreneinheit und Druckluftkompressorsystem mit einer solchen
CN109558442B (zh) * 2018-11-19 2020-10-20 中国科学院信息工程研究所 一种数据实时汇聚方法及系统
DE102019201971A1 (de) * 2019-02-14 2020-08-20 Robert Bosch Gmbh Antriebseinheit für ein Elektrofahrzeug und Verfahren zur Erkennung von Fehlern in einer Antriebseinheit
US11599103B2 (en) * 2019-02-21 2023-03-07 Dodge Industrial, Inc. Method and system for data driven machine diagnostics
WO2020232609A1 (zh) * 2019-05-20 2020-11-26 西门子股份公司 用于训练或测试状态监测模块的系统和方法
US11739626B2 (en) * 2019-09-30 2023-08-29 Saudi Arabian Oil Company Systems and methods to characterize well drilling activities
KR102126493B1 (ko) * 2019-11-22 2020-07-07 엠앤디테크놀로지 주식회사 모터 고장 원격 진단 시스템
CN111444805B (zh) * 2020-03-19 2023-03-17 哈尔滨工程大学 一种基于改进的多尺度小波熵数字信号调制识别方法
IT202000007249A1 (it) 2020-04-06 2021-10-06 Univ Politecnica Delle Marche Metodo e sistema per diagnosi di guasti in un macchinario azionato da un motore elettrico.
CN111812507B (zh) * 2020-05-27 2023-05-02 浙江工业大学 一种基于图卷积的电机故障诊断方法
CN111666892B (zh) * 2020-06-08 2023-04-25 西南交通大学 一种基于经验小波希尔伯特变换的电力机车空转识别方法
CN111783616B (zh) * 2020-06-28 2024-03-26 北京瓦特曼科技有限公司 一种基于数据驱动自学习的无损检测方法
CN111721835B (zh) * 2020-06-28 2023-03-31 上海理工大学 空心钻磨削砂轮状态智能监测方法
CN111795817A (zh) * 2020-07-27 2020-10-20 西安交通大学 一种基于多传感融合的rv减速器性能测试装置
EP3957970A1 (en) * 2020-08-17 2022-02-23 ABB Schweiz AG Method of detecting a bearing fault
CN114152454B (zh) * 2020-09-08 2024-03-22 中国科学院上海高等研究院 基于ceemdan-cse模型的机械设备故障诊断方法及该模型的建立方法
US11549360B2 (en) * 2020-09-10 2023-01-10 Baker Hughes Oilfield Operations Llc System and method for diagnosing borehole structure variances using independent component analysis
CN112651147B (zh) * 2020-09-27 2023-03-14 中国海洋大学 基于希尔伯特黄变换和支持向量机的海洋平台故障诊断方法
CN112183400B (zh) * 2020-09-30 2023-04-07 福州大学 一种新型的配电变压器潜伏性故障特征提取方法及系统
CN112269367B (zh) * 2020-10-13 2022-04-08 西安建筑科技大学 基于eemd-组合神经网络空气处理系统的故障检测方法及系统
CN112464712B (zh) * 2020-10-20 2022-07-22 浙江大学 一种基于盲抽取算法的旋转机械故障诊断方法
CN112541524B (zh) * 2020-11-18 2024-04-02 湖南大学 基于注意力机制改进的BP-Adaboost多源信息电机故障诊断方法
CN113111618B (zh) * 2021-03-09 2022-10-18 电子科技大学 一种基于改进的经验小波变换的模拟电路故障诊断方法
CN113465732B (zh) * 2021-08-13 2022-04-05 重庆大学 基于emd-dnn的振动台结构位移响应预测方法及装置
DE102021211493A1 (de) * 2021-10-12 2023-04-13 Aktiebolaget Skf Vorrichtung und Verfahren zum Abschätzen einer Last in einem Lager
CN113970444B (zh) * 2021-10-22 2024-04-09 北京航空航天大学 基于最小贝叶斯风险重分类和自适应权重的齿轮箱故障诊断方法
CN114969994B (zh) * 2021-11-09 2024-07-26 昆明理工大学 基于单测点多向数据融合的rv减速器故障诊断方法及系统
CN114186617B (zh) * 2021-11-23 2022-08-30 浙江大学 一种基于分布式深度学习的机械故障诊断方法
US12065922B2 (en) * 2021-12-22 2024-08-20 Baker Hughes Oilfield Operations Llc Estimation of maximum load amplitudes in drilling systems using multiple independent measurements
CN114354188A (zh) * 2022-01-10 2022-04-15 郑州大学 一种基于完全自适应噪声集合经验模态分解的旋转机械故障诊断方法
CN114662219B (zh) * 2022-03-23 2024-08-30 清华大学 基于小波网络模型的车轮磨损预测网络模型训练方法
DE102022115296B3 (de) 2022-06-20 2023-11-23 Ifm Electronic Gmbh Verfahren zur Detektion eines Lagerschadens
CN114911789B (zh) * 2022-07-15 2022-10-11 武汉大学 基于雷视多传感器数据的水位数据融合方法及装置
CN115615540B (zh) * 2022-12-20 2023-04-07 潍坊百特磁电科技有限公司 一种永磁自卸除铁器的托辊故障识别方法、设备及介质
CN117110989B (zh) * 2023-10-16 2024-02-06 国网浙江省电力有限公司宁波供电公司 用于电力设备的噪声故障定位检测方法及系统

Family Cites Families (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU1036870A (en) 1969-07-15 1971-07-22 INTERNATIONAL HARVESTER COMPANY. Actual Inventor W) JOHN JAMES CONNELLY, RAYMOND ANTHONY CHIOTTI and ERWIN JOSEPH PLOFSKY Gear vibration analyzer for noise detection
US3823407A (en) 1973-02-01 1974-07-09 Midland Ind Inc Depth penetration drilling recorder
GB2057694B (en) * 1979-08-29 1983-10-26 Yun Tak Chan Drilling rig monitoring system
US4387774A (en) 1981-05-04 1983-06-14 Smith International, Inc. Time recorder for in-hole motors
US5237539A (en) 1991-12-11 1993-08-17 Selman Thomas H System and method for processing and displaying well logging data during drilling
US5375098A (en) 1992-08-21 1994-12-20 Schlumberger Technology Corporation Logging while drilling tools, systems, and methods capable of transmitting data at a plurality of different frequencies
US6681633B2 (en) 2000-11-07 2004-01-27 Halliburton Energy Services, Inc. Spectral power ratio method and system for detecting drill bit failure and signaling surface operator
US6722450B2 (en) 2000-11-07 2004-04-20 Halliburton Energy Svcs. Inc. Adaptive filter prediction method and system for detecting drill bit failure and signaling surface operator
US6817425B2 (en) 2000-11-07 2004-11-16 Halliburton Energy Serv Inc Mean strain ratio analysis method and system for detecting drill bit failure and signaling surface operator
US7357197B2 (en) 2000-11-07 2008-04-15 Halliburton Energy Services, Inc. Method and apparatus for monitoring the condition of a downhole drill bit, and communicating the condition to the surface
US6727725B2 (en) 2001-05-01 2004-04-27 Square D Company Motor bearing damage detection via wavelet analysis of the starting current transient
US6847917B2 (en) 2001-05-24 2005-01-25 Simmonds Precision Products, Inc. Method and apparatus for selecting condition indicators in determining the health of a component
US7027953B2 (en) * 2002-12-30 2006-04-11 Rsl Electronics Ltd. Method and system for diagnostics and prognostics of a mechanical system
WO2004090557A2 (en) 2003-04-01 2004-10-21 Halliburton Energy Services, Inc. Abnormal pressure determination using nuclear magnetic resonance logging
US7231320B2 (en) 2004-11-22 2007-06-12 Papadimitriou Wanda G Extraction of imperfection features through spectral analysis
US7328741B2 (en) 2004-09-28 2008-02-12 Vetco Gray Inc. System for sensing riser motion
US7253580B2 (en) 2005-05-06 2007-08-07 Marvell International Technology Ltd. Method and apparatus for adaptive motor speed control
WO2007033258A2 (en) 2005-09-14 2007-03-22 University Of Massachusetts Multi-scale enveloping spectrogram signal processing for condition monitoring and the like
US10018712B2 (en) * 2006-05-26 2018-07-10 Queen's University At Kingston Method for improved ultrasonic detection
US8672055B2 (en) 2006-12-07 2014-03-18 Canrig Drilling Technology Ltd. Automated directional drilling apparatus and methods
FR2911398B1 (fr) 2007-01-12 2009-02-27 Renault Sas Procede de detection de defauts dans une boite de vitesses
US20110187556A1 (en) * 2007-04-02 2011-08-04 Halliburton Energy Services, Inc. Use of Micro-Electro-Mechanical Systems (MEMS) in Well Treatments
US9394784B2 (en) * 2007-04-02 2016-07-19 Halliburton Energy Services, Inc. Algorithm for zonal fault detection in a well environment
US7588100B2 (en) 2007-09-06 2009-09-15 Precision Drilling Corporation Method and apparatus for directional drilling with variable drill string rotation
EP2208981B1 (en) * 2009-01-14 2016-03-23 Alcatel Lucent Monitoring of rotating machines
GB201012175D0 (en) 2010-07-20 2010-09-01 Metrol Tech Ltd Procedure and mechanisms
WO2013180727A1 (en) 2012-05-31 2013-12-05 University Of Connecticut A method and a system for testing operational integrity of a drilling rig
MX351680B (es) 2012-05-31 2017-10-25 Univ Connecticut Metodos y aparatos para el diagnostico de defectos en un sistema mecanico.
US9022140B2 (en) 2012-10-31 2015-05-05 Resource Energy Solutions Inc. Methods and systems for improved drilling operations using real-time and historical drilling data
US9605527B2 (en) 2012-12-05 2017-03-28 Baker Hughes Incorporated Reducing rotational vibration in rotational measurements
US9850712B2 (en) 2013-12-12 2017-12-26 Schlumberger Technology Corporation Determining drilling state for trajectory control

Also Published As

Publication number Publication date
US10520397B2 (en) 2019-12-31
WO2013180723A1 (en) 2013-12-05
CA2874991A1 (en) 2013-12-05
US20150233792A1 (en) 2015-08-20
MX2014014577A (es) 2015-07-23

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