Title :
A parallel implementation of a parametric optimization environment-numerical optimization of an inductor for traction drive systems
Author :
Pahner, Uwe ; Hameyer, Kay ; Belmans, Ronnie
Author_Institution :
Katholieke Univ., Leuven, Belgium
fDate :
12/1/1999 12:00:00 AM
Abstract :
Optimum design is defined as a design that is the best possible solution. All design variables are determined simultaneously to satisfy a set of constraints and optimize a set of objectives. Two parametric FE pre-processors and a general purpose optimization environment are presented. Due to its open architecture, finite element as well as analytical models can be implemented. Stochastic algorithms usually require substantially more function evaluations compared to gradient methods, which increases the elapsed computation time. However, the stochastic algorithms feature unmatched simplicity in the setup of an optimization model. A parallel implementation of the evolution strategy is presented, which offers one way to reduce the elapsed computation time. An optimization task is discussed to outline the general application range of the developed tools. The optimum design of an inductor used in a traction drive system is described in detail. Special attention is paid to the formulation of the quality function
Keywords :
finite element analysis; machine theory; optimisation; power inductors; stochastic processes; traction motor drives; analytical models; computation time; design optimisation; evolution strategy; finite element models; finite element pre-processors; function evaluations; gradient methods; numerical optimization; open architecture; optimization task; parallel implementation; parametric optimization environment; quality function formulation; stochastic algorithms; traction motor drive system inductors; Analytical models; Constraint optimization; Design engineering; Design optimization; Electromagnetic devices; Finite element methods; Inductors; Optimization methods; Process design; Stochastic processes;
Journal_Title :
Energy Conversion, IEEE Transactions on