Title :
EM-Taguchi Module for Characterization of WAD
Author :
Arkadan, Abdul-Rahman A. ; Al-Aawar, Nizar ; Hariri, Abla O.
Author_Institution :
Marquette Univ., Milwaukee, WI, USA
Abstract :
Accurate performance characterization is critical in a design optimization environment. The electromagnetic (EM) design optimization of an ocean wave linear generator buoy or wave activated device (WAD) requires the use of large number of finite element-state space, design evaluations due to the stochastic behavior of the wave and the nonlinear nature of the device. This paper proposes the utilization of Taguchi orthogonal arrays method to reduce the EM, computational time needed to accurately characterize a WAD performance corresponding to a sea wave profile and for use in a design optimization environment.
Keywords :
Taguchi methods; computational electromagnetics; electromagnetic actuators; finite element analysis; ocean waves; particle swarm optimisation; wave power generation; EM reduction; EM-Taguchi module; PSO-EM design optimization environment; Taguchi orthogonal array method; WAD characterization; computational time; design evaluations; device nonlinear nature; electromagnetic design optimization; finite element-state space; ocean wave linear generator buoy; performance characterization; sea wave profile; wave activated device; wave stochastic behavior; Algorithm design and analysis; Design optimization; Generators; Mathematical model; Power generation; Windings; Computational electromagnetics (EMs); energy wave generators; performance prediction;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2014.2366558