IL127686A - Fault detection system for electric motors - Google Patents
Fault detection system for electric motorsInfo
- Publication number
- IL127686A IL127686A IL12768697A IL12768697A IL127686A IL 127686 A IL127686 A IL 127686A IL 12768697 A IL12768697 A IL 12768697A IL 12768697 A IL12768697 A IL 12768697A IL 127686 A IL127686 A IL 127686A
- Authority
- IL
- Israel
- Prior art keywords
- motor
- motors
- fault
- operating
- model
- Prior art date
Links
- 238000001514 detection method Methods 0.000 title claims abstract description 30
- 238000012544 monitoring process Methods 0.000 claims abstract description 16
- 238000000034 method Methods 0.000 claims description 47
- 238000012360 testing method Methods 0.000 claims description 31
- 238000004519 manufacturing process Methods 0.000 claims description 15
- 238000005259 measurement Methods 0.000 claims description 12
- 230000004044 response Effects 0.000 claims description 12
- 230000008859 change Effects 0.000 claims description 11
- 238000003745 diagnosis Methods 0.000 claims description 6
- 230000003534 oscillatory effect Effects 0.000 claims description 3
- 238000005070 sampling Methods 0.000 claims description 3
- 235000009434 Actinidia chinensis Nutrition 0.000 claims 1
- 244000298697 Actinidia deliciosa Species 0.000 claims 1
- 235000009436 Actinidia deliciosa Nutrition 0.000 claims 1
- 238000012937 correction Methods 0.000 claims 1
- 230000008878 coupling Effects 0.000 claims 1
- 238000010168 coupling process Methods 0.000 claims 1
- 238000005859 coupling reaction Methods 0.000 claims 1
- 238000007670 refining Methods 0.000 claims 1
- 238000012216 screening Methods 0.000 claims 1
- 238000000275 quality assurance Methods 0.000 description 11
- 230000000694 effects Effects 0.000 description 8
- 239000011159 matrix material Substances 0.000 description 8
- 238000011161 development Methods 0.000 description 6
- 238000012423 maintenance Methods 0.000 description 6
- 230000008569 process Effects 0.000 description 5
- 230000000875 corresponding effect Effects 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 238000003908 quality control method Methods 0.000 description 4
- 230000002950 deficient Effects 0.000 description 3
- 230000001419 dependent effect Effects 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 230000000737 periodic effect Effects 0.000 description 3
- 239000000523 sample Substances 0.000 description 3
- 230000015556 catabolic process Effects 0.000 description 2
- 238000001816 cooling Methods 0.000 description 2
- 238000006731 degradation reaction Methods 0.000 description 2
- 238000006073 displacement reaction 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
- 238000013178 mathematical model Methods 0.000 description 2
- 230000008439 repair process Effects 0.000 description 2
- 230000000717 retained effect Effects 0.000 description 2
- 238000004804 winding Methods 0.000 description 2
- 230000006399 behavior Effects 0.000 description 1
- 230000001010 compromised effect Effects 0.000 description 1
- 230000001143 conditioned effect Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000001186 cumulative effect Effects 0.000 description 1
- 238000003066 decision tree Methods 0.000 description 1
- 238000012774 diagnostic algorithm Methods 0.000 description 1
- 239000000428 dust Substances 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 230000006698 induction Effects 0.000 description 1
- 238000012804 iterative process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 239000003973 paint Substances 0.000 description 1
- 230000003094 perturbing effect Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
- 238000012956 testing procedure Methods 0.000 description 1
- 238000001845 vibrational spectrum Methods 0.000 description 1
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
Landscapes
- Physics & Mathematics (AREA)
- Acoustics & Sound (AREA)
- General Physics & Mathematics (AREA)
- Control Of Multiple Motors (AREA)
- Control Of Electric Motors In General (AREA)
- Tests Of Circuit Breakers, Generators, And Electric Motors (AREA)
- Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
- Combined Controls Of Internal Combustion Engines (AREA)
- Electric Propulsion And Braking For Vehicles (AREA)
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 (2)
Publication Number | Publication Date |
---|---|
IL127686A0 IL127686A0 (en) | 1999-10-28 |
IL127686A true IL127686A (en) | 2001-04-30 |
Family
ID=21620853
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
IL12768697A IL127686A (en) | 1996-06-24 | 1997-06-20 | Fault detection system for electric motors |
Country Status (17)
Country | Link |
---|---|
EP (1) | EP0909380B1 (hu) |
JP (1) | JP2000513097A (hu) |
CN (1) | CN1143126C (hu) |
AT (1) | ATE289681T1 (hu) |
AU (1) | AU3201797A (hu) |
BR (1) | BR9710152A (hu) |
CA (2) | CA2356538C (hu) |
CZ (1) | CZ295659B6 (hu) |
DE (1) | DE69732569T2 (hu) |
HU (1) | HU223725B1 (hu) |
IL (1) | IL127686A (hu) |
PL (1) | PL331205A1 (hu) |
RU (1) | RU2155328C1 (hu) |
SI (1) | SI9720042A (hu) |
SK (1) | SK179098A3 (hu) |
TR (2) | TR199600527A2 (hu) |
WO (1) | WO1997049977A1 (hu) |
Families Citing this family (68)
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 |
US7191037B2 (en) | 2000-08-07 | 2007-03-13 | Mitsui Chemicals, Inc. | Method for controlling production process |
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 |
PL2538376T3 (pl) * | 2011-06-20 | 2019-11-29 | Safran Helicopter Engines | System nakazywania konserwacji silników śmigłowców |
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 |
US9760660B2 (en) | 2011-10-06 | 2017-09-12 | Cae Inc. | Methods of developing a mathematical model of dynamics of a vehicle for use in a computer-controlled vehicle simulator |
CN102494894A (zh) * | 2011-11-17 | 2012-06-13 | 高丙团 | 风力发电机组音频监测和故障诊断系统及其方法 |
US10024325B2 (en) * | 2011-12-07 | 2018-07-17 | 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 |
DK3297794T3 (da) * | 2015-05-21 | 2022-02-21 | Kastanienbaum GmbH | Fremgangsmåde og indretning til styring/regulering af et aktuatordrevet robotled |
JP2018526713A (ja) * | 2015-06-12 | 2018-09-13 | シーメンス アクチエンゲゼルシヤフトSiemens Aktiengesellschaft | 複合工業システムのモデルベースの故障解析を実行するための方法および装置 |
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 |
JP7501777B2 (ja) * | 2021-03-05 | 2024-06-18 | 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 |
CN114962172B (zh) * | 2022-04-28 | 2024-09-03 | 西安热工研究院有限公司 | 一种风力机塔筒螺栓故障预警方法及系统 |
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 |
CN117332233B (zh) * | 2023-10-07 | 2024-05-31 | 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 |
CN117791971B (zh) * | 2023-12-11 | 2024-06-21 | 爱克玛电驱动系统(苏州)有限公司 | 一种具有故障诊断报警功能的筒轴电机 |
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 CA CA002356538A patent/CA2356538C/en not_active Expired - Lifetime
- 1997-06-20 TR TR1998/02541T patent/TR199802541T2/xx unknown
- 1997-06-20 EP EP97927586A patent/EP0909380B1/en not_active Expired - Lifetime
- 1997-06-20 BR BR9710152-4A patent/BR9710152A/pt not_active Application Discontinuation
- 1997-06-20 PL PL97331205A patent/PL331205A1/xx unknown
- 1997-06-20 HU HU9903554A patent/HU223725B1/hu not_active IP Right Cessation
- 1997-06-20 CN CNB971974519A patent/CN1143126C/zh not_active Expired - Fee Related
- 1997-06-20 JP JP10502852A patent/JP2000513097A/ja not_active Abandoned
- 1997-06-20 CZ CZ19984308A patent/CZ295659B6/cs not_active IP Right Cessation
- 1997-06-20 CA CA002260773A patent/CA2260773C/en not_active Expired - Lifetime
- 1997-06-20 RU RU99101059/06A patent/RU2155328C1/ru not_active IP Right Cessation
- 1997-06-20 IL IL12768697A patent/IL127686A/en not_active IP Right Cessation
- 1997-06-20 SI SI9720042A patent/SI9720042A/sl not_active IP Right Cessation
- 1997-06-20 SK SK1790-98A patent/SK179098A3/sk unknown
- 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 AU AU32017/97A patent/AU3201797A/en not_active Abandoned
- 1997-06-20 AT AT97927586T patent/ATE289681T1/de not_active IP Right Cessation
Also Published As
Publication number | Publication date |
---|---|
CZ295659B6 (cs) | 2005-09-14 |
CZ9804308A3 (cs) | 2005-01-12 |
DE69732569D1 (de) | 2005-03-31 |
CA2260773A1 (en) | 1997-12-31 |
WO1997049977A1 (en) | 1997-12-31 |
CA2356538A1 (en) | 1997-12-31 |
TR199600527A2 (xx) | 1998-01-21 |
TR199802541T2 (xx) | 1999-02-22 |
EP0909380A1 (en) | 1999-04-21 |
HU223725B1 (hu) | 2004-12-28 |
EP0909380B1 (en) | 2005-02-23 |
CA2260773C (en) | 2002-09-10 |
CN1143126C (zh) | 2004-03-24 |
ATE289681T1 (de) | 2005-03-15 |
CA2356538C (en) | 2005-08-23 |
HUP9903554A2 (hu) | 2000-02-28 |
SK179098A3 (en) | 2000-02-14 |
PL331205A1 (en) | 1999-07-05 |
HUP9903554A3 (en) | 2000-05-29 |
RU2155328C1 (ru) | 2000-08-27 |
IL127686A0 (en) | 1999-10-28 |
SI9720042A (sl) | 1999-12-31 |
DE69732569T2 (de) | 2006-01-26 |
AU3201797A (en) | 1998-01-14 |
CN1233325A (zh) | 1999-10-27 |
BR9710152A (pt) | 2000-01-11 |
JP2000513097A (ja) | 2000-10-03 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US6014598A (en) | Model-based fault detection system for electric motors | |
EP0909380B1 (en) | Model-based fault detection system for electric motors | |
US20230280740A1 (en) | Intelligent condition monitoring and fault diagnostic system for preventative maintenance | |
Silva et al. | Bearing failures diagnosis in three-phase induction motors by extended Park's vector approach | |
US7882394B2 (en) | Intelligent condition-monitoring and fault diagnostic system for predictive maintenance | |
KR20190072165A (ko) | 모터 고장 진단 시스템 | |
US20160245851A1 (en) | Anomaly Diagnosis System, Method, and Apparatus | |
KR100616272B1 (ko) | 전기 설비의 고조파 진단 방법 | |
KR100532237B1 (ko) | 전기모터용모델기초오류검출시스템 | |
Awad | Fault detection of fuel systems using polynomial regression profile monitoring | |
MXPA99000473A (en) | Fault detection system based on model for electri motors | |
Filbert | Advanced fault diagnosis for the mass production of small-power electric motors | |
RU2753578C1 (ru) | Способ диагностики технического состояния роторного оборудования | |
Albas et al. | In-process motor testing results using model based fault detection approach | |
EP4090921A1 (en) | Vibro-electric condition monitoring | |
Suter | An Approach To Condition Monitoring And Fault Diagnosis Of Induction Machines Using Key Performance Indicators. | |
Albas et al. | Application of a new fault detection technology for quality improvement of appliance motors | |
Yalowitz et al. | Predictive Fault Detection for Missile Defense Mission Equipment and Structures |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
FF | Patent granted | ||
KB | Patent renewed | ||
KB | Patent renewed | ||
MM9K | Patent not in force due to non-payment of renewal fees |