Title :
New Technique for Maximum Efficiency and Minimum Operating Cost of Induction Motors Based on Particle Swarm Optmization (PSO)
Author :
Hamid, Radwan H A ; Amin, Amr M A ; Ahmed, Refaat S. ; El-Gammal, Adel A A
Author_Institution :
Fac. of Eng., Helwan Univ., Cairo
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 machine´s 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; cost reduction; induction motor drives; losses; machine control; magnetic flux; particle swarm optimisation; PSO; cost minimization control; cost savings; induction motor drives; induction motors; maximum efficiency; minimum operating cost; optimum flux level; particle swarm optimization; speed control; Air gaps; Copper; Core loss; Costs; Induction motors; Iron; Particle swarm optimization; Rotors; Stators; Torque; Induction Motor; Maximum Efficiency; Particle Swarm Optimization (PSO); operating cost;
Conference_Titel :
IEEE Industrial Electronics, IECON 2006 - 32nd Annual Conference on
Conference_Location :
Paris
Print_ISBN :
1-4244-0390-1
DOI :
10.1109/IECON.2006.347550