COT-ANN-PWM single-phase synchronous rectifiers without line-voltage sensors

PESC Record - IEEE Annual Power Electronics Specialists Conference

Volumn 5, Issue , 2004, Pages 3859-3864

  Restrepo, J A ^a   Millan A J ^a   Harley, R G ^b   Habetler, T G ^b  

^a UNIVERSIDAD SIMÓN BOLÍVAR   (Venezuela)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUALLY-ONLINE TRAINED ARTIFICIAL NEURAL NETWORK (COT-ANN); LINE VOLTAGE SENSORS; SINGLE-PHASE RECTIFIERS;

ELECTRIC CURRENTS; ELECTRIC LOADS; ELECTRIC POTENTIAL; NEURAL NETWORKS; PULSE WIDTH MODULATION; SENSORS; SYNCHRONOUS MACHINERY;

ELECTRIC RECTIFIERS;

EID: 8744254697     PISSN: 02759306     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PESC.2004.1355157     Document Type: Conference Paper

References (10)

1. Marian P. Kazmierkowski and Luigi Malesani, "Current control techniques for three-phase voltage-source pwm converters: A survey," IEEE Trans. on Industrial Electronics, 45(5), October 1998.
2. M T.Wishart. "Identification and Control of InductionMachines Using Artificial Neural Networks". PhD thesis, University of Natal, 1993.
3. Bruce Burton. "Analysis and Practical implementation of a Continually Online Trained Artificial Neural Network to Identify and Control VSI Fed Induction Motor Stator Currents". Master's thesis, University of Natal, 1995.
4. Peter Vas. Artificial-Intelligence-Base Electrical Machines and Drives. Oxford University Press, 1999.
5. Bruce Burton, Farrukh Kamran, Ronald G. Harley, Thomas G. Habetler, and Martin A. Brooke. "Identification and control of induction motor stator currents using fast on-line random training of a neural network." IEEE Trans. Ind. Appl., 33(3):697-704, 1997.
6. Farruk Kamran, Ronald G. Harley, Bruce Burton, Thomas G. Habetler, and Martin A. Brooke. "A fast on-line neural-network training algorithm for a rectifier regulator." IEEE Trans. on Power Electr., 13(2):366-371, March 1998.
7. Thomas G. Habetler. "A space vector based rectifier regulator for AC/DC/AC converters." IEEE Trans on Power Electr., 8(l):30-36, January 1993.
8. Cedric Worthmann and Greg Diana. "Neural network current controller for a boost rectifier." In Proceedings ISIE'98, IEEE, pages 234-239, 1988.
9. Kurkova V., "Kolgomorov's theorem is relevant." Neural computation, 3,617-622.
10. José Restrepo et al. "PLATFORM III: A new version for the integrated test system for ac machine drives performance analysis". In Proceedings of the ICCDCS 2002, pages CD-ROM I036.pdf. IEEE, April 2002.