Parameter identification of induction motors using differential evolution

Identification of Structural Systems Using Particle Swarm Optimization

“…Perry et al (2006) presented a modified GA to identify structural systems. DE has been successfully applied in induction motor identification problems (Ursem and Vadstrup (2003)) and structural system identification ).…”

Online estimation of Equivalent Model for cluster of induction generators: A MVMO-based approach

“…These include: non-linear least squares, Kalman Filters [5], genetic algorithms (GA) [6]- [8], local search algorithms (LSA), simulated annealing (SA), differential evolution and various forms of particle swarm optimization (PSO) [9]- [12]. Most of these techniques are applied to data gathered during the startup of the machine [7], [13], [10], [11]. Some approaches compare the results of the estimated model to data gathered by applying mechanical tests to the machine [12], [14].…”

Opposition-Based Differential Evolution

“…Then, they explored previously conducted eight benchmark-function-based comparative studies (namely, unconstraint optimization [Storn and Price 1997b;Paterlini and Krink 2004;Vesterstroem and Thomsen 2004;Ali and Törn 2004], multi-constraints nonlinear optimization [Lampinen 2004], mixed-variable optimization [Lampinen and Zelinka 1999b], multi-objective optimization [Kukkonen and Lampinen 2004], noisy-function optimization ) and also eleven application-oriented performance comparison studies (namely, multi-sensor fusion [Joshi and Sanderson 1999], earthquake relocation [Bohuslav and Michal 2001], DC operating point analysis for nonlinear circuits [Crutchley and Zwolinski 2004], estimation of heat transfer parameters in a trickle-bed reactor [Babu and Sastry 1999], aerodynamic optimization [Rogalsky et al 1999], image registration [Salomon 2001], identifying induction motor parameters [Ursem and Vadstrup 2004], optimization of neural networks [Fischer et al 1999;Plagianakos et al 2001], and optimization of carbon and silicon cluster geometry [Ali and Törn 2000;Chakraborti et al 2002]). Finally, they concluded as follows:…”