POLITECHNIKA WARSZAWSKA

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References Fast On-Line Random Training of a Neural Network," IEEE Trans. on Ind. Applications, Vol. 33, No. 3, pp. 697-704, 1997. [113] M. A. Dzieniakowski and P. Z. Grabowski, "Fuzzy Logic Controller with State Recognation for Three Phase PWM-VSI", in IEEE-ISIE'96 Conf., Warsaw, pp. 438-443, 1996. [114] M. A. Dzieniakowski, M. P. Kazmierkowski, "Self-tuned Fuzzy PI Current Controller for PWM-VSI", in Proc. EPE'95, Sevilla, pp. 1.308-1.313, 1995. [115] F. Harashima, Y. Demizu, S. Kondo and H. Hashimoto, "Application of neural networks to power converter control". IEEE IAS'89 Conf. Rec., San Diego, pp. 1087-1091, 1989. [116] Y. Ito, T. Furuhashi, S. Okuma and Y. Uchikawa, "A digital current controller for a PWM inverter using a neural network and its stability". IEEE-PESC Conf. Rec., San Antonio, pp. 219-224, 1990. [117] M. P. Kazmierkowski, D. L. Sobczuk, M. A. Dzieniakowski, "Neural Network Current Control of VS-PWM Inverters", in Proc. EPE'95, Sevilla, pp. 1.415- 1.420, 1995. [118] S. S. Min, K. C. Lee, J. W. Song and K. B. Cho, "A fuzzy current controller for field-oriented controlled induction machine by fuzzy rule". IEEE PESC'92 Conf. Rec., Toledo, pp. 265-270, 1992. [119] S. Saetieo, D. A. Torrey, "Fuzzy Logic Control of a Space Vector PWM Current Regulator for Three Phase Power Converters", in Proc. IEEE-APEC, 1997 [120] D. R. Seidl, D. A. Kaiser, R. D. Lorenz, "One-Step Optimal Space Vector PWM Current Regulation Using a Neural Network", in IEEE-IAS Ann. Mtg, Conf. Rec., pp.867-874, 1994. [121] Y. Y. Tzou, "Fuzzy-Tuning Current-Vector Control of a 3-Phase PWM Inverter", in Proc. IEEE-PESC, pp. 326-331, 1995. Field Oriented Control [122] F. Blaschke, "Das Verfahren der Feldorientirung zur Regleung der Asynchronmaschine", Siemens Forschungs und Ent-wicklungsberichte, 1(1): pp. 184-193, 1972. [123] R. De Doncker, D. W. Novotny, "The Universal Field Oriented Controller", IEEE Trans. on Ind. Applications, Vol. 30, No. 1, pp. 92-100, 1994 [124] G. O. Garcia, R. M. Stephan and E. H. Watanabe, "Comparing the Indirect Field Oriented Control with a Scalar Method. IEEE Trans. on Industrial Electronics, Vol. 41, No. 2, pp. 201-207, 1994 [125] F. Harashima, "Power Electronics and Motion Control - A Future Perspective", in Proceedings of the IEEE, vol. 82, no. 8, August 1994, pp.1107-1111. [126] K. Hasse: "Drehzahlgelverfahren fur schnelle Umkehrantriebe mit stromrichtergespeisten Asynchron - Kurzchlusslaufer-motoren", Reglungstechnik, 20: pp. 60-66, 1972. [127] J. Holtz, "Speed Estimation and Sensorless Control of AC Drives. IEEE/IECON'93 Conf. Rec., pp. 649-654, 1993 [128] M. P.. Kazmierkowski, W. Sulkowski, "Novel Vector Control Scheme for Transistor PWM Inverter-Fed Induction Motor Drive," IEEE Trans. on Ind. Electronics, Vol. 38, No. 1, pp. 41-47, 1991. 177
References [129] M. P. Kazmierkowski, M. A. Dzieniakowski, "Review of Current Regulation Techniques for Three Phase PWM Inverters", in Proc. IEEE/IECON'94, Bologna, pp. 567-575, 1994 Speed Sensorless [130] L. Ben-Brahim and R. Kurosawa, "Identification of induction motor speed using neural networks," in PCC-Yokohama, pp. 689-694, 1993. [131] L. Ben-Brahim, S. Tadakuma, A. Akdag, “Speed control of induction motor without rational transducers”, IEEE Trans. On Ind. App, vol 35, No 4, pp. 844- 850, jul/aug 1999. [132] A. B. Kasprowicz, M. P. Kazmierkowski, S. Kanoza, "Speed Sensorless Direct Torque Control of DC Link Resonant Inverter-Fed Induction Motor Drive," in Proc. IEEE Intern. Symposium on Industrial Electronics ISIE'96, Warsaw, Poland, pp. 186-189, 1996. [133] M. P. Kazmierkowski, H.-J. Koepcke, "Current source inverter-fed induction motor drive system controlled without speed sensor," in European Conference on Power Electronics EPE, Brussels, Belgium, Conf. Rec., pp. 3.345-3.350, 1985. [134] M. P. Kazmierkowski, M. A. Dzieniakowski, A. B. Kasprowicz, S. Kanoza, "Speed Sensorless Control of DC Link Resonant Inverter-Fed Induction Motor Drives," in Proc. PEMC'96, Budapest, Hungary, pp. 110-114 , 1996. [135] K. Rajashekara et. al.: "Sensorless Control of AC Motor Drives. Speed and Position Sensorless Operation," IEEE Press, 1996. [136] Dariusz L. Sobczuk, Pawel Z. Grabowski: “DSP Implementation of Neural Network Speed estimator for Inverter fed Induction Motor”, IEEE-IECON Conference Record, pp. 981-985, 1998 [137] T. Orłowska-Kowalska, M. Pawlak, “Implementation of Neural Network speed estimator with help of TMS320C Digital Signal Procesor”, EDPE Conf. Rec., pp. 292-297, 1999 [138] T. Orłowska-Kowalska, P. Migas, “Influence of Neural Network structure on the induction motor speed estimator quality”, EDPE Conf. Rec., pp. 23-31, 1999 [139] T. Orłowska-Kowalska, M. Pawlak, “Induction motor speed estimation based on neural identification method”, Electrimacs Conf. Rec., pp. II-45-II-50, 1999 [140] T. Orłowska-Kowalska, P. Wojsznis, Cz. T. Kowalski, “Comparative study of different flux estimators for sensorless induction motor drive”, Electrimacs Conf. Rec., pp. II-51-II-56, 1999 Artificial Neural Networks basics [141] A. Abdulaziz and M. Farsi: "Dynamic modeling and control for a class of nonlinear systems using neural nets", in Proc. PESC’93 , pp.543-547, 1993 [142] Zhou Guozhong, Sun Yaming: “A Combined Learning Algorithm for Multi- Layered Neural Networks”, in Proc IEEE-IECON’91, pp. 1492-1495, 1991. [143] T. Fukuda, and T. Shibata, "Theory and application of neural networks for industrial control," IEEE Trans. on Ind. Electronics, vol. 39, no. 6, pp. 472-489, 1992. 178
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POLITECHNIKA WARSZAWSKA WARSAW UNIV
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Contents 1. Introduction 4 2. Mathe
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1. Introduction 1. INTRODUCTION The
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1. Introduction In the author’s o
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2. Mathematical description of indu
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3. Basics of Artificial Neural Netw
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4. ANN based Current Controllers (C
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4. ANN based Current Controllers 4.
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4. ANN based Current Controllers Ta
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4. ANN based Current Controllers Th
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4. ANN based Current Controllers As
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4. ANN based Current Controllers Fi
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4. ANN based Current Controllers a)
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4. ANN based Current Controllers th
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4. ANN based Current Controllers a)
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4. ANN based Current Controllers an
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4. ANN based Current Controllers Th
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5. Speed estimation of induction mo
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5.3.1.2. Improved method based on t
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Therefore, the discrete model of st
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6. ANN sensorless Field Oriented Co
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Page 171 and 172: References REFERENCES Books and Ove
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Page 175 and 176: References [66] A. Tripathi and P.
Page 177: References [97] J. W. Kolar, H. Ert
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Page 203 and 204: A3. Motor parameters A3. MOTOR PARA
Page 205 and 206: A4. Notation - u s - stator voltage
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