Diagnostics of Electrical Drives

被引:0
作者
Abramov, Ivan V. [1 ]
Abramov, Andrei I. [1 ]
Nikitin, Yuri R. [1 ]
Sosnovich, Ella [1 ]
Bozek, Pavol [2 ]
Stollmann, Vladimir [3 ]
机构
[1] Kalashnikov Izhevsk State Tech Univ, Dept Mechatron Syst, Izhevsk, Russia
[2] Slovak Univ Technol Bratislava, Inst Appl Informat Automat & Mechatron, Trnava, Slovakia
[3] Tech Univ Zvolen, Dept Harvesting Logist & Improvements, Zvolen, Slovakia
来源
2015 INTERNATIONAL CONFERENCE ON ELECTRICAL DRIVES AND POWER ELECTRONICS (EDPE) | 2015年
关键词
diagnostics; induction machines; artificial intelligence;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The article considered diagnostics of electrical drives on the basis of induction machines. The proposed AI model includes the description of the source of linguistic variables and technical conditions of database system fuzzy inference rules to identify the technical condition of electrical drives. The proposed new diagnostic parameter of electrical drives-the sum of the amplitudes of vibration acceleration for the frequency range from 6.3 to 1250 Hz of 1/3-octave filter.
引用
收藏
页码:364 / 367
页数:4
相关论文
共 15 条
  • [1] Abramov I., 2014, P INT C INN TECHN IN, P155
  • [2] Abramov I, 2014, ACTA FAC XYLOLOG ZVO, V56, P97
  • [3] CONTROL AND DIAGNOSTIC MODEL OF BRUSHLESS DC MOTOR
    Abramov, Ivan V.
    Nikitin, Yury R.
    Abramov, Andrei I.
    Sosnovich, Ella V.
    Bozek, Pavol
    [J]. JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2014, 65 (05): : 277 - 282
  • [4] Advances in Diagnostic Techniques for Induction Machines
    Bellini, Alberto
    Filippetti, Fiorenzo
    Tassoni, Carta
    Capolino, Gerard-Andre
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) : 4109 - 4126
  • [5] Modern Diagnostics Techniques for Electrical Machines, Power Electronics, and Drives
    Capolino, Gerard-Andre
    Antonino-Daviu, Jose A.
    Riera-Guasp, Martin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (03) : 1738 - 1745
  • [6] Condition Monitoring and Diagnosis of Rotor Faults in Induction Machines: State of Art and Future Perspectives
    Filippetti, Fiorenzo
    Bellini, Alberto
    Capolino, Gerard-Andre
    [J]. 2013 IEEE WORKSHOP ON ELECTRICAL MACHINES DESIGN, CONTROL AND DIAGNOSIS (WEMDCD), 2013, : 196 - 209
  • [7] Recent Advances in Modeling and Online Detection of Stator Interturn Faults in Electrical Motors
    Gandhi, Arun
    Corrigan, Timothy
    Parsa, Leila
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (05) : 1564 - 1575
  • [8] Hammer M, 2010, RECENT ADV MECHATRON, P139
  • [9] Trends in Fault Diagnosis for Electrical Machines A Review of Diagnostic Techniques
    Henao, Humberto
    Capolino, Gerard-Andre
    Fernandez-Cabanas, Manes
    Filippetti, Fiorenzo
    Bruzzese, Claudio
    Strangas, Elias
    Pusca, Remus
    Estima, Jorge
    Riera-Guasp, Martin
    Hedayati-Kia, Shahin
    [J]. IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2014, 8 (02) : 31 - 42
  • [10] KARVELIS P, 2013, P IND EL SOC IECON 3, P5526