PL3652855T3 - Metoda samodzielnej nauki profilu obciążenia silnikowego - Google Patents

Metoda samodzielnej nauki profilu obciążenia silnikowego

Info

Publication number
PL3652855T3
PL3652855T3 PL18755947.1T PL18755947T PL3652855T3 PL 3652855 T3 PL3652855 T3 PL 3652855T3 PL 18755947 T PL18755947 T PL 18755947T PL 3652855 T3 PL3652855 T3 PL 3652855T3
Authority
PL
Poland
Prior art keywords
technique
motor load
load profile
self learning
learning motor
Prior art date
Application number
PL18755947.1T
Other languages
English (en)
Inventor
Dean Patrick WILLIAMS
Naveen George
Ken HAUENSTEIN
Original Assignee
Itt Manufacturing Enterprises Llc
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 Itt Manufacturing Enterprises Llc filed Critical Itt Manufacturing Enterprises Llc
Publication of PL3652855T3 publication Critical patent/PL3652855T3/pl

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/34—Testing dynamo-electric machines
    • G01R31/343—Testing dynamo-electric machines in operation
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/34—Testing dynamo-electric machines
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00—Arrangements or instruments for measuring magnetic variables
    • G01R33/02—Measuring direction or magnitude of magnetic fields or magnetic flux
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
    • H02H7/00—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions
    • H02H7/08—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions for dynamo-electric motors
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P23/00—Arrangements or methods for the control of AC motors characterised by a control method other than vector control
    • H02P23/0004—Control strategies in general, e.g. linear type, e.g. P, PI, PID, using robust control
    • H02P23/0031—Control strategies in general, e.g. linear type, e.g. P, PI, PID, using robust control implementing a off line learning phase to determine and store useful data for on-line control
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P29/00—Arrangements for regulating or controlling electric motors, appropriate for both AC and DC motors
    • H02P29/02—Providing protection against overload without automatic interruption of supply
    • H02P29/024—Detecting a fault condition, e.g. short circuit, locked rotor, open circuit or loss of load
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P29/00—Arrangements for regulating or controlling electric motors, appropriate for both AC and DC motors
    • H02P29/02—Providing protection against overload without automatic interruption of supply
    • H02P29/024—Detecting a fault condition, e.g. short circuit, locked rotor, open circuit or loss of load
    • H02P29/0241—Detecting a fault condition, e.g. short circuit, locked rotor, open circuit or loss of load the fault being an overvoltage

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Power Engineering (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Condensed Matter Physics & Semiconductors (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Control Of Electric Motors In General (AREA)
  • Control Of Ac Motors In General (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Control Of Non-Positive-Displacement Pumps (AREA)
PL18755947.1T 2017-07-13 2018-07-12 Metoda samodzielnej nauki profilu obciążenia silnikowego PL3652855T3 (pl)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/648,838 US10353005B2 (en) 2017-07-13 2017-07-13 Technique for self learning motor load profile
PCT/US2018/041798 WO2019014435A1 (en) 2017-07-13 2018-07-12 MOTOR LOAD PROFILE SELF-LEARNING TECHNIQUE

Publications (1)

Publication Number Publication Date
PL3652855T3 true PL3652855T3 (pl) 2025-02-17

Family

ID=63244948

Family Applications (1)

Application Number Title Priority Date Filing Date
PL18755947.1T PL3652855T3 (pl) 2017-07-13 2018-07-12 Metoda samodzielnej nauki profilu obciążenia silnikowego

Country Status (13)

Country Link
US (1) US10353005B2 (pl)
EP (1) EP3652855B1 (pl)
JP (1) JP2020527018A (pl)
KR (1) KR20200028444A (pl)
CN (1) CN111034029B (pl)
AU (1) AU2018300986A1 (pl)
BR (1) BR112020000623A2 (pl)
CA (1) CA3069302A1 (pl)
MX (1) MX2020000460A (pl)
PL (1) PL3652855T3 (pl)
PT (1) PT3652855T (pl)
RU (1) RU2020106610A (pl)
WO (1) WO2019014435A1 (pl)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR3088439B1 (fr) * 2018-11-12 2020-11-13 Electricite De France Detection de defaut electrique dans une generatrice
KR102266447B1 (ko) * 2019-12-30 2021-06-16 고려대학교 산학협력단 전동기, 전동기 고장 진단 장치 및 방법
CN117223214A (zh) * 2021-04-27 2023-12-12 凯撒空压机股份有限公司 用于非接触地测定运行状态的方法
WO2022228656A1 (de) 2021-04-27 2022-11-03 Kaeser Kompressoren Se Verfahren zur kontaktlosen ermittlung eines betriebszustandes
KR102666076B1 (ko) * 2021-09-03 2024-05-14 손대락 이상 진단 기능을 구비한 이동체 스테이션 장치
CN120958328A (zh) * 2023-04-18 2025-11-14 三菱电机株式会社 异常诊断装置以及异常诊断方法
US12394260B2 (en) 2023-10-03 2025-08-19 Robert Bosch Gmbh Signal expected range for a vehicle
EP4614802A1 (en) * 2024-03-06 2025-09-10 Abb Schweiz Ag A method for tracking the time of a drive outside limits

Family Cites Families (65)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4506218A (en) 1981-01-12 1985-03-19 Rotron Incorporated Condition sensing arrangement for ac machines
US4495448A (en) 1981-11-06 1985-01-22 Dumbeck Robert F Means and method of sensing motor rotation speed from stray escaping flux
US4761703A (en) 1987-08-31 1988-08-02 Electric Power Research Institute, Inc. Rotor fault detector for induction motors
US4823067A (en) 1988-02-16 1989-04-18 Weber Harold J Energy conserving electric induction motor control method and apparatus
US5033012A (en) 1989-02-22 1991-07-16 Wohld Peter R Motor-operated valve evaluation unit
CA2173375C (en) 1989-08-23 1998-06-30 Larry Thomas Bashark Electronic control for an appliance
US5239874A (en) 1990-06-19 1993-08-31 Westinghouse Electric Corp. Method of monitoring the condition of a motor operated valve system
DE4107207A1 (de) 1991-03-04 1992-09-10 Elektro App Werke Veb Verfahren und einrichtung zum schutz und fuehren von elektromotoren, anderen elektrischen betriebsmitteln oder elektroanlagen nach kriterien der lebensdauer
US5245496A (en) 1991-08-16 1993-09-14 Kim Nam H Self-programming non-invasive motor overload prevention system
FR2681942B1 (fr) 1991-09-27 1993-12-31 Sollac Procede et dispositif de surveillance de l'etat mecanique d'une machine tournante.
DE4316783C2 (de) 1993-05-19 1996-07-18 Fraunhofer Ges Forschung Verfahren und Meßgerät zur Ermittlung der Schlupffrequenz von Asynchronmotoren
US5629870A (en) 1994-05-31 1997-05-13 Siemens Energy & Automation, Inc. Method and apparatus for predicting electric induction machine failure during operation
US5680025A (en) 1994-10-07 1997-10-21 Csi Technology, Inc. Proactive motor monitoring for avoiding premature failures and for fault recognition
US6128583A (en) 1996-05-20 2000-10-03 Crane Nuclear, Inc. Motor stator condition analyzer
US6144924A (en) 1996-05-20 2000-11-07 Crane Nuclear, Inc. Motor condition and performance analyzer
US5739698A (en) 1996-06-20 1998-04-14 Csi Technology, Inc. Machine fault detection using slot pass frequency flux measurements
US6138078A (en) 1996-08-22 2000-10-24 Csi Technology, Inc. Machine monitor with tethered sensors
US6035265A (en) 1997-10-08 2000-03-07 Reliance Electric Industrial Company System to provide low cost excitation to stator winding to generate impedance spectrum for use in stator diagnostics
US6323658B1 (en) 1997-10-08 2001-11-27 Reliance Electric Technologies, Llc Method of conducting broadband impedance response tests to predict stator winding failure
US6260004B1 (en) 1997-12-31 2001-07-10 Innovation Management Group, Inc. Method and apparatus for diagnosing a pump system
US6087796A (en) 1998-06-16 2000-07-11 Csi Technology, Inc. Method and apparatus for determining electric motor speed using vibration and flux
US6529135B1 (en) 1999-10-12 2003-03-04 Csi Technology, Inc. Integrated electric motor monitor
US6262550B1 (en) 1999-12-17 2001-07-17 General Electric Company Electrical motor monitoring system and method
US6559654B2 (en) 2001-03-29 2003-05-06 General Electric Company Method and system for automatic determination of inductance
US6727725B2 (en) 2001-05-01 2004-04-27 Square D Company Motor bearing damage detection via wavelet analysis of the starting current transient
US6774601B2 (en) 2001-06-11 2004-08-10 Predictive Systems Engineering, Ltd. System and method for predicting mechanical failures in machinery driven by an induction motor
US6721683B2 (en) 2002-03-08 2004-04-13 Insightek, Llc Pump motor diagnosis
JP3880455B2 (ja) 2002-05-31 2007-02-14 中国電力株式会社 転がり軸受の余寿命診断方法及びこの余寿命診断装置
US7112037B2 (en) 2002-12-20 2006-09-26 Itt Manufacturing Enterprises, Inc. Centrifugal pump performance degradation detection
US7075327B2 (en) 2003-06-18 2006-07-11 Eaton Corporation System and method for proactive motor wellness diagnosis
US7135830B2 (en) 2003-09-30 2006-11-14 Reliance Electric Technologies, Llc System and method for identifying operational parameters of a motor
US7184902B2 (en) 2003-09-30 2007-02-27 Reliance Electric Technologies, Llc Motor parameter estimation method and apparatus
KR100556754B1 (ko) 2004-01-16 2006-03-10 엘지전자 주식회사 회전체의 진동 분석 방법
US8219335B2 (en) 2004-03-23 2012-07-10 Marti Jose R Electric winding displacement detection method and apparatus
JP4504065B2 (ja) 2004-03-31 2010-07-14 中国電力株式会社 転がり軸受の余寿命診断方法
US7080508B2 (en) 2004-05-13 2006-07-25 Itt Manufacturing Enterprises, Inc. Torque controlled pump protection with mechanical loss compensation
US7254514B2 (en) 2005-05-12 2007-08-07 General Electric Company Method and system for predicting remaining life for motors featuring on-line insulation condition monitor
DE102005032720B4 (de) 2005-07-13 2007-04-05 Siemens Ag Schnittstellenmodulvorrichtung für eine elektrische Maschine zur Lebensdauerberechnung eines Lagers
CN101389285B (zh) 2006-02-22 2012-10-03 航生医疗公司 用于测量工作仪器上的远端力的系统和装置
US7508159B2 (en) 2006-05-31 2009-03-24 General Electric Company Method for controlling a cycle-skipping control system including computer readable code and controller for performing such method
US7208910B1 (en) 2006-05-31 2007-04-24 General Electric Company Method for modifying baseline circuit architecture for a cycle-skipping control system including computer readable code and controller for performing such method
KR100812303B1 (ko) 2006-09-29 2008-03-13 부산대학교 산학협력단 웨이블릿 변환을 이용한 유도전동기의 고장 진단 장치 및방법
MX2009013288A (es) 2007-06-04 2010-02-24 Eaton Corp Sistema y metodo para deteccion de falla de cojinete usando cancelacion de ruido de corriente del estator.
US8154417B2 (en) 2007-10-05 2012-04-10 Itt Manufacturing Enterprises, Inc. Compact self-contained condition monitoring device
GB2466472B (en) 2008-09-18 2012-08-29 Wrc Plc Electric motor power sensor
CN101363901B (zh) 2008-09-23 2010-12-01 中国人民解放军国防科学技术大学 利用电流特征增强变换对电机进行早期故障检测的方法
US9261562B2 (en) 2008-10-04 2016-02-16 Skf Usa, Inc. Portable system for immotive multiphasic motive force electrical machine testing
US8675321B2 (en) 2009-04-28 2014-03-18 Darby Group Inc. Start test electronic device and system and method of use thereof
AU2015249207B2 (en) 2011-07-06 2017-02-02 Ge Global Sourcing Llc System and method for predicting mechanical failure of a motor
US9050894B2 (en) 2011-07-06 2015-06-09 General Electric Company System and method for predicting mechanical failure of a motor
RU2473921C1 (ru) 2011-09-20 2013-01-27 Федеральное государственное бюджетное образовательное учреждение высшего профессионального образования "Тольяттинский государственный университет" Учебно-лабораторный стенд для изучения электрических машин и электроприводов
DE102011083568A1 (de) 2011-09-28 2013-03-28 BSH Bosch und Siemens Hausgeräte GmbH Verfahren zum Identifizieren einer Eigenschaft einer periodisch schwingenden Einheit
US20130096853A1 (en) 2011-10-14 2013-04-18 General Electric Company Systems and methods for monitoring electrical contacts
RU2485534C1 (ru) 2011-10-24 2013-06-20 Федеральное государственное бюджетное образовательное учреждение высшего профессионального образования "Иркутская государственная сельскохозяйственная академия" Способ определения технического состояния асинхронного двигателя в процессе пуска
US9207001B1 (en) 2012-06-29 2015-12-08 Mainstream Engineering Corporation Retrofit device to improve vapor compression cooling system performance by dynamic blower speed modulation
US9484791B2 (en) 2012-08-08 2016-11-01 Infineon Technologies Ag Remote rotor parameter sensor for electric drives
DE102013102648A1 (de) 2013-03-14 2014-09-18 Ebm-Papst Mulfingen Gmbh & Co. Kg "Elektromotor mit Funktionsüberwachung der Motorlager"
US9276515B2 (en) 2013-08-15 2016-03-01 Thomas I. Yeh Motor controller with integrated metering function
EP3090269B1 (en) 2013-12-30 2023-07-12 ABB Schweiz AG System for condition monitoring of electric machine, mobile phone and method thereof
EP3102959A4 (en) 2014-02-07 2017-10-04 Nidec Motor Corporation Systems, devices, and methods for motor monitoring
US9160260B1 (en) 2014-06-16 2015-10-13 Moog Inc. Adaptive actuator control system
CN104502757B (zh) 2014-12-16 2017-08-25 河北工业大学 智能电动机保护器性能状态监测装置
US10180463B2 (en) 2015-02-27 2019-01-15 Ethicon Llc Surgical apparatus configured to assess whether a performance parameter of the surgical apparatus is within an acceptable performance band
US10159483B2 (en) 2015-02-27 2018-12-25 Ethicon Llc Surgical apparatus configured to track an end-of-life parameter
CN206178079U (zh) * 2016-05-30 2017-05-17 哈尔滨电机厂有限责任公司 裸转子漏磁通法转子绕组匝间短路测试仪

Also Published As

Publication number Publication date
US20190018066A1 (en) 2019-01-17
MX2020000460A (es) 2020-08-13
JP2020527018A (ja) 2020-08-31
EP3652855B1 (en) 2024-11-06
CN111034029B (zh) 2024-03-19
CA3069302A1 (en) 2019-01-17
AU2018300986A1 (en) 2020-01-30
PT3652855T (pt) 2024-12-10
KR20200028444A (ko) 2020-03-16
US10353005B2 (en) 2019-07-16
EP3652855A1 (en) 2020-05-20
RU2020106610A (ru) 2021-08-13
WO2019014435A1 (en) 2019-01-17
CN111034029A (zh) 2020-04-17
BR112020000623A2 (pt) 2020-07-14

Similar Documents

Publication Publication Date Title
ZAA201800625S (en) Automobile
PL3652855T3 (pl) Metoda samodzielnej nauki profilu obciążenia silnikowego
ZAA201800915S (en) Automobile
GB2579539B (en) Vehicle controller
ZA201807207B (en) Fluid load stabiliser
EP3367557C0 (en) LOAD CONTROL SYSTEM
GB201617934D0 (en) Actuators
EP3483468A4 (en) LAST ENERGY ABSORBER
GB201703309D0 (en) Controller
GB2552979B (en) Driving variable capacitive loads
GB2568511B (en) Vehicle controller
GB201719062D0 (en) Vehicle controller
GB201504179D0 (en) Vehicle lift
GB2568508B (en) Vehicle controller
GB2570629B (en) Vehicle controller
GB2575099B (en) Load Controller
GB2568509B (en) Vehicle controller
GB2568512B (en) Vehicle controller
GB2568510B (en) Vehicle controller
GB201719066D0 (en) Vehicle controller
GB201719064D0 (en) Vehicle Controller
GB201805868D0 (en) Profiles
ZAA201800605S (en) Automobile
GB201703308D0 (en) Controller
PH32017001001S1 (en) Automobile