DocumentCode :
2951639
Title :
Direct and efficient neuro-controlled three-phase PFC in ABC frame
Author :
Yazdani, D. ; Bakhshai, A.R. ; Jain, P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Isfahan Univ. of Technol., Iran
Volume :
3
fYear :
2004
fDate :
2004
Firstpage :
1465
Abstract :
Performance criteria of three-phase boost rectifiers improve significantly with increasing the switching frequency, and highly depend on the control strategy used. This paper introduces a simple and fast control strategy for three-phase boost rectifiers. The proposed method maintains the advantages of the other schemes, including high efficiency, fast dynamic response, unity power factor, sinusoidal input currents and regulated output voltage. In particular, by the introduction of a modified vector classification algorithm nonlinear function generations, and also abc-dq and dq-αβ transformation carried out in conventional SVM-based strategies are avoided. Therefore, there is no need for current regulators in the d-q frame, and control difficulties associated with them are removed. In addition, proposed scheme needs no current sensor and extra calculation for identification the highest current carrying phase that must not be switched. Moreover, to reduce the switching and conduction losses a novel switching pattern is presented in this paper. Simulation results on PSCAD/EMTDC software program confirm the validity of the analytical work.
Keywords :
EMTP; PWM power convertors; dynamic response; neurocontrollers; power engineering computing; power factor correction; power system CAD; rectifying circuits; switching convertors; voltage control; EMTDC software program; PFC; PSCAD; SVM; abc-dq transformation; conduction losses; control strategy; dq-αβ transformation; dynamic response; modified vector classification algorithm; nonlinear function generation; output voltage regulation; power factor correction; sinusoidal input current; space vector modulation; switching frequency; switching losses; three-phase boost rectifier; unity power factor; Classification algorithms; Pulse width modulation; Reactive power; Rectifiers; Regulators; Sampling methods; Support vector machine classification; Support vector machines; Switching frequency; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applied Power Electronics Conference and Exposition, 2004. APEC '04. Nineteenth Annual IEEE
Print_ISBN :
0-7803-8269-2
Type :
conf
DOI :
10.1109/APEC.2004.1296057
Filename :
1296057
Link To Document :
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