Full load range neural network efficiency optimization of an induction motor with vector control using discontinuous PWM

IEEE International Symposium on Industrial Electronics

Volumn 1, Issue , 2006, Pages 166-170

  Perron, Marc ^a   Le Huy, Hoang ^a  

^a UNIVERSITÉ LAVAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AC MOTORS; BACKPROPAGATION; COUNTING CIRCUITS; DIESEL ENGINES; ELECTRIC INVERTERS; IMAGE CLASSIFICATION; INDUSTRIAL ELECTRONICS; MOTORS; NETWORK PROTOCOLS; NEURAL NETWORKS; OPTIMIZATION; PULSE MODULATION; PULSE WIDTH MODULATION; SENSOR NETWORKS; VECTORS;

ARTIFICIAL NEURAL NETWORK; DISCONTINUOUS PWM; EFFICIENCY OPTIMIZATION; FLUX CONTROLLERS; FLUX VECTORS; FULL LOADS; HARMONIC LOSSES; HIGH LOAD; INTERNATIONAL SYMPOSIUM; LIGHT LOADS; MODEL-BASED; NETWORK EFFICIENCY; OPTIMIZER; POWER LOSSES; SIMULATION MODELLING; SPACE-VECTOR PWM; SWITCHING LOSSES; TIME HARMONICS; VECTOR CONTROLS; VOLTAGE SOURCE INVERTER;

INDUCTION MOTORS;

EID: 34547977610     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIE.2006.295586     Document Type: Conference Paper

References (12)

1. NOLA, F., Power Factor Control System for AC Induction Motor, American patent #4,052,648, October 4 1977.
2. KUSKO, A., GALLER, D., Control Means for Minimization of Losses in AC and DC Motor Drives, IEEE Trans. on Ind. Appl., vol. IA-19, No. 4, July-August 1983.
3. HORI, Y, CHAKRABORTY, C., Fast Efficiency Optimization Techniques for the Indirect Vector-Controlled IM Drives, IEEE Trans. on Industry Applications, Vol. 39, No. 4 July/August 2003.
4. GARCIA, G.O., LUIS, J.C.M, STEPHAN, R.M., WANTANABE, E.H., An Efficient Controller for an Adjustable Speed IM Drive, IEEE Trans. on Industrial Electronics, Vol. 41, No. 5, p. 533-539, October 1994.
5. HASAN, K.M., SINGH, B., Neural Network control of IM drives for energy efficiency and high dynamic performance, 23rd Int. Conf. on Ind. Electr., Control and Instrumentation, Vol. 2, Nov. 1997.
6. PERACAULA, J., MORENO-EGUILAZ, J.M., PRYYMAK, B., Neural Network based Efficiency Optimization of an IM Motor Drive with Vector Control, IEEE 2002 28th Annual Conf. of the Ind. Electronics Society, Vol. 1, p.146-151, 2002.
7. PERACAULA, J., MORENO-EGUILAZ, J.M., PRYYMAK, B., Neural Network Flux Optimization using a Model of Losses in IM Drives, Proceedings of the ElectrIMACS'2005, Hammamet, Tunisia, 2005.
8. HAVA, A..M.. Carrier-Based PWM-VSI Drives in the Overmodulation Region, Ph.D. thesis, Wisconsin-Madison University (USA), 360 p., 1998.
9. BOSE, B.K., Modern Power Electronics and AC Drives, Prentice-Hall, 711 p., 2002.
10. ABRAHAMSEN, F., Energy Optimal Control of IM Drives, Ph.D. thesis, Institute of Energy Technology, Aalborg University (Danemark), 216 p., 2000.
11. BOLDEA, I., NASAR, S., The Induction Machine Handbook, CRC Press LCC, 800 p., 2002.
12. HOLTZ, J., Pulsewidth Modulation for Electronic Power Conversion, Proceedings of the IEEE, Vol. 82, No. 8, pp. 1194-1214, August 1994.