• DocumentCode
    1693422
  • Title

    Optimized design of three phase IM using Rosenbrock´s method and GA

  • Author

    Krishnamoorthy, Akshay ; Dharmalingam, K.

  • Author_Institution
    Dept. of EEE, Sathyabama Univ., Chennai, India
  • fYear
    2010
  • Firstpage
    465
  • Lastpage
    469
  • Abstract
    In the design of electrical machinery, direct search methods of conventional optimization techniques are widely used. In the recent years, Genetic Algorithm (GA) has been successfully applied to the design optimization of electromagnetic devices and electrical machinery. In this paper, an optimal design method to optimize the cost of three phase Induction Motor (IM) is presented. The motor design procedure consists of a set of non linear equations, which imposes IM characteristics, motor performance, magnetic stresses and thermal limits, and also checks that certain constraints imposed are not violated. Optimization has been carried out using a conventional optimization method, Rosenbrock´s method and also using GA. A combination of conventional optimization technique with GA (i.e., results obtained in Rosenbrock´s method are fed as input data in GA process) has also been carried out. A comparative study and analysis of the end results obtained through computer simulations are presented in the paper.
  • Keywords
    genetic algorithms; induction motors; machine theory; nonlinear equations; Rosenbrock method; computer simulations; electrical machinery; electromagnetic devices; genetic algorithm; magnetic stresses; nonlinear equations; optimal design method; three phase IM optimized design; three phase induction motor; Design optimization; Gallium; Induction motors; Software; Stator cores; Cost Optimization; Genetic Algorithms (GA); Induction Motor (IM; Rosenbrock´s method; SUMT;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Control and Computing Technologies (ICCCCT), 2010 IEEE International Conference on
  • Conference_Location
    Ramanathapuram
  • Print_ISBN
    978-1-4244-7769-2
  • Type

    conf

  • DOI
    10.1109/ICCCCT.2010.5670597
  • Filename
    5670597