DocumentCode :
509939
Title :
New technique for Maximum Efficiency and Minimum Operating Cost of induction motors based on Particle Swarm Optmization (PSO)
Author :
Hamid, RadwanH A. ; Amin, Amr M A ; Ahmed, Refaat S. ; El-Gammal, Adel A A
Author_Institution :
Fac. of Eng., Helwan Univ., Cairo, Egypt
Volume :
2
fYear :
2006
fDate :
19-21 Dec. 2006
Firstpage :
416
Lastpage :
420
Abstract :
This paper presents the application of PSO for losses and operating cost minimization control in the induction motor drives. In this paper, two strategies for induction motor speed control are proposed. Those two strategies are based on PSO and called maximum efficiency strategy and minimum operating cost strategy. The proposed technique is based on the principle that the flux level in a machine can be adjusted to give the minimum amount of losses and minimum operating cost for a given value of speed and load torque. The main advantages of the proposed technique are; its simple structure and its straightforward maximization of induction motor efficiency and its operating cost for a given load torque. As will be demonstrated, PSO is so efficient in finding the optimum operating machines flux level. The optimum flux level is a function of the machine load and speed requirements. Simulation results show that a considerable energy and cost savings is achieved in comparison with the conventional method of operation under the condition of constant voltage to frequency ratio.
Keywords :
angular velocity control; induction motor drives; machine control; particle swarm optimisation; PSO; cost minimization control; frequency ratio; induction motor drives; induction motor efficiency; induction motor speed control; load torque; machine load; maximum efficiency strategy; minimum operating cost strategy; optimum operating machines flux level; particle swarm optimization; Air gaps; Copper; Core loss; Costs; Induction motors; Iron; Particle swarm optimization; Rotors; Stator cores; Torque; Induction Motor; Maximum Efficiency; Particle Swarm Optimization {PSO); operating cost;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Systems Conference, 2006. MEPCON 2006. Eleventh International Middle East
Conference_Location :
El-Minia
Print_ISBN :
978-1-4244-5111-1
Type :
conf
Filename :
5372450
Link To Document :
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