Title :
Realization on PSO Based Induction Motor Design Via SPEED/PC-IMD
Author :
Raj, C. Thanga ; Srivastava, S.P. ; Agarwal, Pramod
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Roorkee
Abstract :
This paper presents an optimal design and its realization of poly-phase induction motor using particle swarm optimization (PSO). The optimization algorithm considers the efficiency, starting torque and temperature rise as objective function (which are considered separately) and nine performance related items as constraints. The PSO algorithm was implemented on a test motor and the results are compared with the simulated annealing (SA) technique and normal design. From the test results PSO gave better results and more suitable to motorpsilas design optimization. Optimized variables are realized by PC-IMD (induction motor drives) of SPEED (Scottish Power Electronics and Electric Drives) software. C++ code is used for implementing entire algorithms.
Keywords :
electric machine CAD; induction motors; particle swarm optimisation; simulated annealing; C++ code; PC-IMD; SPEED software; induction motor drives; optimization algorithm; particle swarm optimization; poly-phase induction motor design; simulated annealing technique; Algorithm design and analysis; Constraint optimization; Design optimization; Induction motor drives; Induction motors; Particle swarm optimization; Simulated annealing; Temperature; Testing; Torque; Design; Induction motor; Particle Swarm Optimization; SPEED Software;
Conference_Titel :
Advanced Computer Control, 2009. ICACC '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3330-8
DOI :
10.1109/ICACC.2009.131