DocumentCode :
2028433
Title :
A hybrid adaptive Neural-Fuzzy tuned P.I. controller based Unidirectional Boost P.F.C. converter feeds B.L.D.C. drive
Author :
Kaboli, S. Hr Aghay ; Mansouri, M. ; Selvaraj, Jeyraj ; Rahim, N.B.A.
Author_Institution :
UMPEDAC, Univ. Malaysia, Kuantan, Malaysia
fYear :
2013
fDate :
13-14 Feb. 2013
Firstpage :
176
Lastpage :
181
Abstract :
The demand for solid state A.C.-D.C. converters to enhance power quality in the expression of P.F.C. (Power Factor Correction) impels the proposal of miscellaneous topologies. This paper presents a hybrid Neural-Fuzzy Controller (N.F.C.) tuned P.I. controller based Unidirectional Boost P.F.C. converter not only for regulating the drawn current, minimizing harmonics pollutions (that deteriorating the system power quality) and enhancing the circuit efficiency but also for B.L.D.C. (Brush Less D.C.) machine speed controlling. The paper first presents a mathematical model and P.F.C. circuit; besides it depicts the way of hybrid controlling system evolves the controlling of drives performance at both transient and steady state conditions. It is important to be concerned that an integral robust S.S.E.E. (Steady State Error Eliminator) is paralleled to the system developing the controlling process wholly. Minimizing A.C. supply current distortion as close as to unity P.F. over a wide range of rotational speed is one of the advantages of this enhanced system. The presented modeled system contains Hybrid Neural-Fuzzy Controlling units, P.F.C. unit, unidirectional Boost Converter and B.L.D.C. machine; that simulated MATLAB model is proposed and discussed in details. Simulation results significantly depict the impressiveness of the proposed controlling system in T.H.D. reduction.
Keywords :
AC-DC power convertors; PI control; adaptive control; angular velocity control; brushless machines; control system synthesis; electric current control; electric drives; fuzzy control; harmonic distortion; neurocontrollers; power factor correction; power supply quality; robust control; transient analysis; BLDC drive; PI controller; THD reduction; brush less DC machine; circuit efficiency enhancement; current regulation; harmonics pollution minimization; hybrid adaptive neural fuzzy controller; integral robust SSEE; mathematical model; power factor correction; power quality enhancement; rotational speed control; solid state AC-DC converter; steady state condition; steady state error eliminator; transient condition; unidirectional boost PFC converter; Adaptation models; Fluctuations; Gold; Inverters; Velocity control; Voltage control; Voltage fluctuations; Boost Inverter; Brushless D.C. motors; Hybrid Neural-Fuzzy; P.I.; Power Factor Correction; Total Harmonic Distortion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics, Drive Systems and Technologies Conference (PEDSTC), 2013 4th
Conference_Location :
Tehran
Print_ISBN :
978-1-4673-4481-4
Electronic_ISBN :
978-1-4673-4483-8
Type :
conf
DOI :
10.1109/PEDSTC.2013.6506698
Filename :
6506698
Link To Document :
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