New technique for Maximum Efficiency and Minimum Operating Cost of induction motors based on Particle Swarm Optmization (PSO)

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 operatin...

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Main Authors: Hamid, R.H.A., Amin, A.M.A., Ahmed, R.S., El-Gammal, A.A.A.
Format: Conference Proceeding
Language:English
Subjects:
Air gaps
Copper
Core loss
Costs
Induction Motor
Induction motors
Iron
Maximum Efficiency
operating cost
Particle swarm optimization
Particle Swarm Optimization {PSO
Rotors
Stator cores
Torque
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creator Hamid, R.H.A.
Amin, A.M.A.
Ahmed, R.S.
El-Gammal, A.A.A.
description 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.
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Air gaps
Copper
Core loss
Costs
Induction Motor
Induction motors
Iron
Maximum Efficiency
operating cost
Particle swarm optimization
Particle Swarm Optimization {PSO
Rotors
Stator cores
Torque
title New technique for Maximum Efficiency and Minimum Operating Cost of induction motors based on Particle Swarm Optmization (PSO)
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