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Compensation methods of current and speed sensor faults for a vector controlled induction motor drive system

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Języki publikacji
EN
Abstrakty
EN
Chosen speed and current sensor fault detectors for a vector controlled induction motor drive system have been presented. Systems based on the artificial intelligence (neural network) and simple algorithmic systems were analyzed and tested in various drive conditions. The influence of chosen sensor faults on performance of the drive system has been presented. The compensation strategy was proposed and tested. A fault tolerant drive, based on hardware redundancy, has been developed and presented. Simulation and experimental results are obtained in direct field oriented control algorithm (DFOC) on the laboratory set-up with rapid prototyping card Micro Lab Box DS1202 by dSpace.
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Strony
57--69
Opis fizyczny
Bibliogr. 20 poz., rys., tab.
Twórcy
  • Wrocław University of Science and Technology, Department of Electrical Machines, Drives and Measurements, Wybrzeże Wyspiańskiego 27, 50-370 Wrocław, Poland
Bibliografia
  • [1] ADOUNI A., BEN HAMED M., FLAH A., SBITA L., Sensor and actuator fault detection and isolation based on artificial neural networks and fuzzy logic applicated on induction motor, 2013 International Conference on Control, Decision and Information Technologies (CoDIT), 2013.
  • [2] BERNIERI A., BETTA G., PIETROSANTO A., SANSONE C., A neural network approach to instrument fault detection and isolation, Proc. 10th Anniversary Conference on Instrumentation and measurement Technology IMTC/94, Hamamatsu, Japan, 1994, 139-144.
  • [3] RUSIECKI A., Neural networks learning algorithms robust to data errors, Ph.D. dissertation, Wroclaw University of Technology, Wrocław, Poland, 2007.
  • [4] SHICAI F., JIANXIAO Z., Sensor Fault detection and fault tolerant control of induction motor drivers for electric vehicles, IEEE 7th Int. Power Electronics and Motion Control Conference – ECCE, Asia, China, 2012, 1306-1309.
  • [5] ZIDANI F., DIALLO D., BENBOUZID M., BERTHELOT E., Diagnosis of speed sensor failure in induction motor drive, IEEE International Electric Machines & Drives Conference, 2007.
  • [6] BERRIRI H., NAOUAR M.W., SLAMA-BELKHODJA I., Easy and fast sensor fault detection and isolation algorithm for electrical drives, IEEE Trans. Power Electron., 2012, 27(2), 490-499.
  • [7] JIANG J., XIANG Y., Fault-tolerant control systems. A comparative study between active and passive approaches, Ann. Rev. Control, 2012, 36(1), 60-72.
  • [8] GAEID K., Fault Tolerant Control of Induction Motor, Modern Appl. Sci., 2011, 5(4), 83-94.
  • [9] KLIMKOWSKI K., DYBKOWSKI M., A comparative analysis of the chosen speed sensor faults detectors for induction motor drives, International Conference on Electrical Drives and Power Electronics (EDPE), Tatranska Lomnicá, Slovakia, 2015, 333-338.
  • [10] LEE K.S., RYU J.S., Instrument fault detection and compensation scheme for direct torque controlled induction motor drivers, IEE Proc.-Control Theory Appl., 2003, 150(4), 376–382.
  • [11] JIANG L., Sensor fault detection and isolation using system dynamics identification techniques, Ph.D. dissertation, The University of Michigan, 2011.
  • [12] ROMERO M.E., SERON M.M., DE DONA J.A., Sensor fault-tolerant vector control of induction motors, IET Control Theory Applications, April 2010, 4(9), 1707-1724.
  • [13] VAS P., Artificial-intelligence-based electrical machines and drives, Oxford University Press, Oxford 1999.
  • [14] ISERMANN R., Fault Diagnosis Systems. An Introduction from Fault Detection to Fault Tolerance, Springer, New York 2006.
  • [15] PETRELLA R., TURSINI M., PERETTI L., ZIGLIOTTO M., Speed measurement algorithms for low resolution incremental encoder equipped drives: a comparative analysis, Proc. International Aegean Conference on Electrical Machines and Power Electronics, ACEMP ’07, Bodrum, Turkey, 2007, 780-787.
  • [16] OSOWSKI S., Neural Networks for Information Processing, Oficyna Wydawnicza Politechniki Warszawskiej, Warsaw 2006.
  • [17] BROCK S., DESKUR J., The problem of measurement and control of speed in a drive with an inaccurate measuring position transducer, 10th IEEE International Workshop on Advanced Motion Control, AMC, Trento, Italy 2008, 132-136.
  • [18] BROCK S., ZAWIRSKI K., New approaches to selected problems of precise speed and position control of drives, 38th Annual Conference on IEEE Industrial Electronics Society IECON 2012, 6291-6296.
  • [19] ORŁOWSKA-KOWALSKA T., DYBKOWSKI M., Stator Current-based MRAS estimator for a wide range speed-sensorless induction motor drive, IEEE Trans. Ind. Electron., 2010, 57(4), 1296-1308.
  • [20] ORŁOWSKA-KOWALSKA T., Sensorless induction motor drives, Oficyna Wydawnicza Politechniki Wrocławskiej, Wrocław, Poland, 2003 (in Polish).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-b8f65d80-d36e-47c8-af91-361ead2e86e9
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