Development of a Digital Twin for an Induction Motor Bearing Voltage Simulation

被引:3
|
作者
Proksch, Daniel [1 ]
Stuetz, Leon [1 ]
Krotsch, Jens [1 ]
Hoefig, Bernhard [1 ]
Kley, Markus [1 ]
机构
[1] Aalen Univ, Aalen, Germany
关键词
ball bearings; simulation; induction motor; bearing voltage;
D O I
10.1109/JEEIT53412.2021.9634143
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents a digital twin of a 4-pole induction motor for modeling its bearing voltage and electric breakthroughs. The digital twin is created empirically using reference values from the literature. A sensitivity analysis and parameter optimization are performed to reduce the errors. The determination of the values does not require any modification of the motor or complex measurements. Directly measurable values of the motor are used as digital twin input and comparison measures.
引用
收藏
页码:103 / 107
页数:5
相关论文
共 50 条
  • [31] Development and Simulation of SPWM and SVPWM Control Induction Motor Drive
    Deshpande, Vaishnavi
    Chaudhari, J. G.
    Jagtap, P. P.
    2009 SECOND INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2009), 2009, : 1105 - 1109
  • [32] Development of induction heating systems in the metallurgical industry using digital twin technology
    Demidovich, V. B.
    METALLURGIST, 2024, 67 (11-12) : 1957 - 1963
  • [33] A DIGITAL TWIN DESIGN OF INDUCTION MOTOR WITH SQUIRREL-CAGE ROTOR FOR INSULATION CONDITION PREDICTION
    Pliuhin V.
    Zaklinskyy S.
    Plankovskyy S.
    Tsegelnyk Y.
    Aksonov O.
    Kombarov V.
    International Journal of Mechatronics and Applied Mechanics, 2023, 2023 (14): : 185 - 191
  • [34] Optimal induction motor bearing selection
    Finley, WR
    Hodowanec, MM
    CONFERENCE RECORD OF THE 2003 ANNUAL PULP AND PAPER INDUSTRY TECHNICAL CONFERENCE, 2003, : 29 - 41
  • [35] BEARING FAULT DIAGNOSIS OF INDUCTION MOTOR
    Boudinar, Ahmed Hamida
    Benouzza, Noureddine
    Bendiabdellah, Azeddine
    REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2015, 60 (01): : 39 - 48
  • [36] DIGITAL-SIMULATION OF VOLTAGE-CONTROLLED AC MOTOR-DRIVES
    SASTRY, VV
    PRABHAKARAN, N
    ELECTRIC MACHINES AND ELECTROMECHANICS, 1979, 4 (2-3): : 233 - 253
  • [37] An evaluation of the electrostatic shielded induction motor: A solution for rotor shaft voltage buildup and bearing current
    Busse, DF
    Erdman, JM
    Kerkman, RJ
    Schlegel, DW
    Skibinski, GL
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1997, 33 (06) : 1563 - 1570
  • [38] A Novel Bearing Condition Monitoring Method in Induction Motors Based on Instantaneous Frequency of Motor Voltage
    Dalvand, Fardin
    Kalantar, Asadollah
    Safizadeh, Mir Saeed
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (01) : 364 - 376
  • [39] Development of Artificial Neural Network Based Fault Diagnosis of Induction Motor Bearing
    Mahamad, Abd Kadir
    Hiyama, Takashi
    2008 IEEE 2ND INTERNATIONAL POWER AND ENERGY CONFERENCE: PECON, VOLS 1-3, 2008, : 1387 - 1392
  • [40] DIGITAL-SIMULATION OF A CURRENT SOURCE INVERTER FEEDING AN INDUCTION-MOTOR
    CONSOLI, A
    ABELA, A
    ELECTRIC MACHINES AND POWER SYSTEMS, 1984, 9 (4-5): : 251 - 268