SK179098A3 - Model-based fault detection system for electric motors - Google Patents
Model-based fault detection system for electric motors Download PDFInfo
- Publication number
- SK179098A3 SK179098A3 SK1790-98A SK179098A SK179098A3 SK 179098 A3 SK179098 A3 SK 179098A3 SK 179098 A SK179098 A SK 179098A SK 179098 A3 SK179098 A3 SK 179098A3
- Authority
- SK
- Slovakia
- Prior art keywords
- motor
- engine
- model
- failure
- steps
- Prior art date
Links
- 238000001514 detection method Methods 0.000 title claims abstract description 30
- 238000000034 method Methods 0.000 claims abstract description 51
- 238000012360 testing method Methods 0.000 claims abstract description 29
- 238000012544 monitoring process Methods 0.000 claims abstract description 17
- 238000005259 measurement Methods 0.000 claims abstract description 16
- 238000004519 manufacturing process Methods 0.000 claims abstract description 13
- 238000003745 diagnosis Methods 0.000 claims abstract description 9
- 230000008569 process Effects 0.000 claims description 12
- 230000008859 change Effects 0.000 claims description 10
- 230000004044 response Effects 0.000 claims description 10
- 238000005070 sampling Methods 0.000 claims description 3
- 230000003534 oscillatory effect Effects 0.000 claims 2
- 238000011156 evaluation Methods 0.000 claims 1
- 238000007670 refining Methods 0.000 claims 1
- 238000012423 maintenance Methods 0.000 abstract description 7
- 238000003908 quality control method Methods 0.000 abstract description 3
- 238000000275 quality assurance Methods 0.000 description 11
- 239000000523 sample Substances 0.000 description 8
- 238000000354 decomposition reaction Methods 0.000 description 6
- 230000000694 effects Effects 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 238000009434 installation Methods 0.000 description 4
- 239000011159 matrix material Substances 0.000 description 4
- 230000000737 periodic effect Effects 0.000 description 4
- 230000002950 deficient Effects 0.000 description 3
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- 238000006073 displacement reaction Methods 0.000 description 3
- 238000001816 cooling Methods 0.000 description 2
- 238000013480 data collection Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 238000013399 early diagnosis Methods 0.000 description 2
- 230000007613 environmental effect Effects 0.000 description 2
- 238000010438 heat treatment Methods 0.000 description 2
- 230000007257 malfunction Effects 0.000 description 2
- 238000013178 mathematical model Methods 0.000 description 2
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- 230000036541 health Effects 0.000 description 1
- 230000001771 impaired effect Effects 0.000 description 1
- 238000013339 in-process testing Methods 0.000 description 1
- 238000010338 mechanical breakdown Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000010355 oscillation Effects 0.000 description 1
- 230000001151 other effect Effects 0.000 description 1
- 239000003973 paint Substances 0.000 description 1
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Classifications
-
- 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
- G01M13/04—Bearings
- G01M13/045—Acoustic or vibration analysis
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| TR96/00527A TR199600527A2 (xx) | 1996-06-24 | 1996-06-24 | Elektrik motorlar� i�in model bazl� hata tespit ve te�his sistemi. |
| PCT/TR1997/000008 WO1997049977A1 (en) | 1996-06-24 | 1997-06-20 | Model-based fault detection system for electric motors |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SK179098A3 true SK179098A3 (en) | 2000-02-14 |
Family
ID=21620853
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SK1790-98A SK179098A3 (en) | 1996-06-24 | 1997-06-20 | Model-based fault detection system for electric motors |
Country Status (17)
| Country | Link |
|---|---|
| EP (1) | EP0909380B1 (ja) |
| JP (1) | JP2000513097A (ja) |
| CN (1) | CN1143126C (ja) |
| AT (1) | ATE289681T1 (ja) |
| AU (1) | AU3201797A (ja) |
| BR (1) | BR9710152A (ja) |
| CA (2) | CA2356538C (ja) |
| CZ (1) | CZ295659B6 (ja) |
| DE (1) | DE69732569T2 (ja) |
| HU (1) | HU223725B1 (ja) |
| IL (1) | IL127686A (ja) |
| PL (1) | PL331205A1 (ja) |
| RU (1) | RU2155328C1 (ja) |
| SI (1) | SI9720042A (ja) |
| SK (1) | SK179098A3 (ja) |
| TR (2) | TR199600527A2 (ja) |
| WO (1) | WO1997049977A1 (ja) |
Families Citing this family (66)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| ES2127153B1 (es) * | 1997-07-29 | 1999-12-01 | Univ Oviedo | Metodo para la proteccion y deteccion de fallos incipientes en el aislamiento de motores electricos mediante automatas programables. |
| US6529135B1 (en) * | 1999-10-12 | 2003-03-04 | Csi Technology, Inc. | Integrated electric motor monitor |
| WO2002012969A1 (fr) * | 2000-08-07 | 2002-02-14 | Mitsui Chemicals, Inc. | Procede de controle de production |
| US7031950B2 (en) * | 2000-12-14 | 2006-04-18 | Siemens Corporate Research, Inc. | Method and apparatus for providing a virtual age estimation for remaining lifetime prediction of a system using neural networks |
| EP1752898A3 (en) * | 2001-03-08 | 2009-07-22 | California Institute Of Technology | Exception analysis for multimissions |
| CA2438834C (en) * | 2001-03-08 | 2012-05-15 | California Institute Of Technology | Real-time spatio-temporal coherence estimation for autonomous mode identification and invariance tracking |
| EP1724717A3 (en) * | 2001-03-08 | 2009-07-22 | California Institute Of Technology | Real-time spatio-temporal coherence estimation for autonomous mode identification and invariance tracking |
| US6892127B2 (en) * | 2003-02-28 | 2005-05-10 | General Electric Company | Methods and apparatus for assessing gas turbine engine damage |
| DE102006025010A1 (de) † | 2006-05-26 | 2007-11-29 | Khs Ag | Stellantrieb |
| US8676356B2 (en) * | 2009-01-09 | 2014-03-18 | Eaton Corporation | System and method for motor parameter estimation |
| DE102009054959B4 (de) * | 2009-12-18 | 2022-08-25 | Robert Bosch Gmbh | Verfahren zur Fehlererkennung in einem Steuergerät |
| KR20120049672A (ko) * | 2010-11-09 | 2012-05-17 | 현대자동차주식회사 | 정기적 차량 관리 시스템 및 그 방법 |
| CN102680233A (zh) * | 2011-03-17 | 2012-09-19 | 北汽福田汽车股份有限公司 | 电动机故障诊断设备及方法 |
| RU2479096C2 (ru) * | 2011-04-18 | 2013-04-10 | Государственное образовательное учреждение высшего профессионального образования "Южно-Российский государственный технический университет (Новочеркасский политехнический институт)" | Способ диагностирования электрических и механических повреждений асинхронного двигателя с короткозамкнутым ротором |
| KR101218441B1 (ko) * | 2011-05-04 | 2013-01-04 | 한양대학교 산학협력단 | 매입형 영구자석 동기 모터 제어 시스템 및 그의 센서 고장 검출 방법 |
| JP5644666B2 (ja) * | 2011-05-17 | 2014-12-24 | 東芝三菱電機産業システム株式会社 | 電動機の予防保全装置 |
| EP2538376B1 (fr) * | 2011-06-20 | 2019-06-12 | Safran Helicopter Engines | Système de prescription de maintenance d'un moteur d'hélicoptère |
| US9845012B2 (en) * | 2011-07-06 | 2017-12-19 | General Electric Company | System and method for predicting mechanical failure of a motor |
| CN102435948B (zh) * | 2011-09-30 | 2014-07-09 | 深圳众为兴技术股份有限公司 | 一种动负荷模拟测试仪及模拟测试方法 |
| EP2729927A4 (en) | 2011-10-06 | 2014-07-30 | Cae Inc | METHOD FOR DEVELOPING A MATHEMATIC DYNAMIC MODEL OF A VEHICLE FOR USE IN A COMPUTER-CONTROLLED VEHICLE SIMULATOR |
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| EP2788624B1 (en) * | 2011-12-07 | 2020-03-18 | Flow Control LLC. | Pump using multi voltage electronics with run dry and over current protection |
| CN102866016B (zh) * | 2012-10-18 | 2015-07-22 | 徐州重型机械有限公司 | 移动起重机发动机故障快速诊断仪以及诊断方法 |
| KR101432786B1 (ko) | 2013-11-14 | 2014-09-23 | 엠앤디테크놀로지 주식회사 | 모터의 고장진단방법 및 그 시스템 |
| EP2933647A1 (en) | 2014-04-14 | 2015-10-21 | ABB Technology AG | A model based diagnostic of induction machine |
| EP2988187B1 (en) * | 2014-08-22 | 2017-03-29 | ABB Schweiz AG | A method for assessing the condition of rotating machinery connected to an electric motor |
| CN104680232A (zh) * | 2014-10-28 | 2015-06-03 | 芜湖杰诺瑞汽车电器系统有限公司 | 基于rvm的发动机故障检测方法 |
| CN104569819B (zh) * | 2015-01-12 | 2017-06-16 | 清华大学 | 一种异步牵引电机的故障检测方法 |
| KR102034652B1 (ko) * | 2015-05-21 | 2019-10-21 | 카스타니엔바움 게엠바하 | 엑추에이터에 의해 구동되는 로봇 관절을 개루프/폐루프 제어하는 방법 및 장치 |
| WO2016198128A1 (en) * | 2015-06-12 | 2016-12-15 | Siemens Aktiengesellschaft | A method and apparatus for performing a model-based failure analysis of a complex industrial system |
| EP3151072B1 (de) * | 2015-09-29 | 2020-07-29 | Siemens Aktiengesellschaft | Verfahren und system zur fehlererkennung und überwachung bei einem elektronisch geregelten oder gesteuerten maschinenteil |
| CN105277883A (zh) * | 2015-10-28 | 2016-01-27 | 林蓉瑶 | 一种电机故障监测及报警装置 |
| JP6583057B2 (ja) * | 2016-03-02 | 2019-10-02 | トヨタ自動車株式会社 | 車両の制御装置 |
| CN105974796A (zh) * | 2016-06-16 | 2016-09-28 | 航天恒星科技有限公司 | 一种多驱动网络设备的故障诊断与容错控制方法 |
| CN106199261B (zh) * | 2016-07-04 | 2019-03-05 | 芯海科技（深圳）股份有限公司 | 基于互联网的电器老化度持续检测系统及检测方法 |
| CN109477869B (zh) | 2016-07-25 | 2021-02-26 | 三菱电机株式会社 | 电动机的诊断装置 |
| CN106646192A (zh) * | 2016-11-25 | 2017-05-10 | 广州周立功单片机科技有限公司 | 电机驱动器硬件自检方法和系统 |
| CN110036418B (zh) * | 2016-12-02 | 2021-06-04 | 塞阿姆斯特朗有限公司 | 护理装备和系统的性能参数化 |
| LU93350B1 (de) * | 2016-12-12 | 2018-07-03 | Phoenix Contact Gmbh & Co Kg Intellectual Property Licenses & Standards | Verfahren zur Überwachung einer elektromechanischen Komponente eines Automatisierungssystems |
| CN106707119A (zh) * | 2016-12-23 | 2017-05-24 | 中国二冶集团有限公司 | 大型电机轴承的绝缘检测方法 |
| US10928814B2 (en) | 2017-02-24 | 2021-02-23 | General Electric Technology Gmbh | Autonomous procedure for monitoring and diagnostics of machine based on electrical signature analysis |
| CN107178514B (zh) * | 2017-05-04 | 2019-08-20 | 山东大学 | 风机机组非侵入式能效诊断方法与系统 |
| CN108983090B (zh) * | 2017-06-02 | 2022-04-08 | 天津市松正电动汽车技术股份有限公司 | 一种电机霍尔零点调节装置及其调节方法 |
| US10403116B2 (en) | 2017-06-20 | 2019-09-03 | General Electric Company | Electrical signature analysis of electrical rotating machines |
| RU181087U1 (ru) * | 2017-10-19 | 2018-07-04 | федеральное государственное бюджетное образовательное учреждение высшего образования "Санкт-Петербургский горный университет" | Устройство диагностики двигателей переменного тока с преобразователем частоты |
| RU2716172C2 (ru) * | 2018-03-14 | 2020-03-06 | Федеральное государственное бюджетное образовательное учреждение высшего образования Иркутский государственный университет путей сообщения (ФГБОУ ВО ИрГУПС) | Способ диагностики асинхронных двигателей с короткозамкнутым ротором |
| DE102018204669A1 (de) * | 2018-03-27 | 2019-10-02 | Continental Teves Ag & Co. Ohg | Verfahren zum Überwachen einer Steuerung |
| CN108777556B (zh) * | 2018-06-29 | 2022-03-18 | 江苏大学 | 两电机调速系统的无模型自适应鲁棒解耦控制方法 |
| EP3648337B1 (en) * | 2018-10-30 | 2022-06-08 | Roche Diagnostics GmbH | Method of estimating an operating state of a drive system and drive system |
| US10495544B1 (en) * | 2019-01-15 | 2019-12-03 | Caterpillar Inc. | Failure detection device for detecting an issue with a part of a machine |
| CN110007232B (zh) * | 2019-05-23 | 2021-09-03 | 广东工业大学 | 一种鼠笼式异步电机运行效率的预测方法及相关装置 |
| CN110907824A (zh) * | 2019-11-06 | 2020-03-24 | 天津工业大学 | 一种基于高频信号耦合注入的电机故障检测系统 |
| DE102020200667A1 (de) | 2020-01-21 | 2021-07-22 | Volkswagen Aktiengesellschaft | Verfahren zur Bestimmung des Verbrauchs eines elektrischen Antriebsmotors |
| CN111459906B (zh) * | 2020-03-02 | 2022-11-15 | 西安工业大学 | 一种电机数据库的建立方法 |
| CN111476471B (zh) * | 2020-03-30 | 2023-10-27 | 北京四方继保工程技术有限公司 | 一种基于综合能源模型的综合能源故障诊断系统及方法 |
| CN111409113A (zh) * | 2020-05-09 | 2020-07-14 | 廊坊市智恒机器人科技有限公司 | 一种机器人故障检测系统 |
| JP7409222B2 (ja) * | 2020-05-14 | 2024-01-09 | マツダ株式会社 | 移動体の制御装置 |
| CN112648140B (zh) * | 2020-12-21 | 2022-03-18 | 北京华能新锐控制技术有限公司 | 基于信号重构的风电机组桨距角编码器故障容错方法 |
| CN112684235B (zh) * | 2020-12-24 | 2024-02-23 | 浙江可胜技术股份有限公司 | 定日镜用减速机在线智能故障诊断方法及系统 |
| CN112688608B (zh) * | 2020-12-25 | 2022-08-02 | 北京航空航天大学 | 一种三相永磁同步电机控制系统的故障诊断方法 |
| WO2022186382A1 (ja) * | 2021-03-05 | 2022-09-09 | 株式会社タダノ | 故障予兆検出システムおよび作業車 |
| EP4305391A1 (en) * | 2021-03-10 | 2024-01-17 | KSB SE & Co. KGaA | Method of detecting vibration anomalies in an electronic device and associated system |
| CN114063456B (zh) * | 2021-11-15 | 2023-06-02 | 哈尔滨工业大学 | 利用自回归模型和卡尔曼滤波算法的故障预测与预警方法 |
| CN114545908B (zh) * | 2022-04-28 | 2022-07-19 | 中汽研汽车检验中心（天津）有限公司 | 车用液压系统模型构建和仿真方法，及整车仿真系统 |
| CN117332233A (zh) * | 2023-10-07 | 2024-01-02 | 江苏丰昌机电科技有限公司 | 一种电机智能化维护系统 |
| CN117289129B (zh) * | 2023-11-27 | 2024-02-06 | 四川省医学科学院·四川省人民医院 | 用于手术机器人的微型减速电机检测实验台及检测方法 |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5519300A (en) * | 1993-06-29 | 1996-05-21 | Liberty Technologies, Inc. | Method and apparatus for analysis of polyphase electrical motor systems |
| DE4421950C2 (de) * | 1993-12-09 | 1998-06-04 | Peter Mueller | Einrichtung zum Diagnostizieren und Regeln eines Verbrennungs- oder Elektromotors |
-
1996
- 1996-06-24 TR TR96/00527A patent/TR199600527A2/xx unknown
-
1997
- 1997-06-20 WO PCT/TR1997/000008 patent/WO1997049977A1/en active IP Right Grant
- 1997-06-20 DE DE69732569T patent/DE69732569T2/de not_active Expired - Lifetime
- 1997-06-20 CN CNB971974519A patent/CN1143126C/zh not_active Expired - Fee Related
- 1997-06-20 CA CA002356538A patent/CA2356538C/en not_active Expired - Lifetime
- 1997-06-20 AU AU32017/97A patent/AU3201797A/en not_active Abandoned
- 1997-06-20 SK SK1790-98A patent/SK179098A3/sk unknown
- 1997-06-20 AT AT97927586T patent/ATE289681T1/de not_active IP Right Cessation
- 1997-06-20 RU RU99101059/06A patent/RU2155328C1/ru not_active IP Right Cessation
- 1997-06-20 BR BR9710152-4A patent/BR9710152A/pt not_active Application Discontinuation
- 1997-06-20 JP JP10502852A patent/JP2000513097A/ja not_active Abandoned
- 1997-06-20 CA CA002260773A patent/CA2260773C/en not_active Expired - Lifetime
- 1997-06-20 HU HU9903554A patent/HU223725B1/hu not_active IP Right Cessation
- 1997-06-20 CZ CZ19984308A patent/CZ295659B6/cs not_active IP Right Cessation
- 1997-06-20 PL PL97331205A patent/PL331205A1/xx unknown
- 1997-06-20 SI SI9720042A patent/SI9720042A/sl not_active IP Right Cessation
- 1997-06-20 EP EP97927586A patent/EP0909380B1/en not_active Expired - Lifetime
- 1997-06-20 TR TR1998/02541T patent/TR199802541T2/xx unknown
- 1997-06-20 IL IL12768697A patent/IL127686A/en not_active IP Right Cessation
Also Published As
| Publication number | Publication date |
|---|---|
| IL127686A0 (en) | 1999-10-28 |
| CZ295659B6 (cs) | 2005-09-14 |
| CA2260773C (en) | 2002-09-10 |
| DE69732569T2 (de) | 2006-01-26 |
| CA2260773A1 (en) | 1997-12-31 |
| HU223725B1 (hu) | 2004-12-28 |
| TR199802541T2 (xx) | 1999-02-22 |
| IL127686A (en) | 2001-04-30 |
| AU3201797A (en) | 1998-01-14 |
| DE69732569D1 (de) | 2005-03-31 |
| SI9720042A (sl) | 1999-12-31 |
| HUP9903554A2 (hu) | 2000-02-28 |
| CN1143126C (zh) | 2004-03-24 |
| CN1233325A (zh) | 1999-10-27 |
| EP0909380A1 (en) | 1999-04-21 |
| RU2155328C1 (ru) | 2000-08-27 |
| PL331205A1 (en) | 1999-07-05 |
| JP2000513097A (ja) | 2000-10-03 |
| CZ9804308A3 (cs) | 2005-01-12 |
| HUP9903554A3 (en) | 2000-05-29 |
| CA2356538A1 (en) | 1997-12-31 |
| EP0909380B1 (en) | 2005-02-23 |
| TR199600527A2 (xx) | 1998-01-21 |
| BR9710152A (pt) | 2000-01-11 |
| WO1997049977A1 (en) | 1997-12-31 |
| CA2356538C (en) | 2005-08-23 |
| ATE289681T1 (de) | 2005-03-15 |
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