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Wind Farm Optimization Using Evolutionary Algorithms, Carlos Marco Ituarte-Villarreal
Wind Farm Optimization Using Evolutionary Algorithms, Carlos Marco Ituarte-Villarreal
Open Access Theses & Dissertations
In recent years, the wind power industry has focused its efforts on solving the Wind Farm Layout Optimization (WFLO) problem. Wind resource assessment is a pivotal step in optimizing the wind-farm design and siting and, in determining whether a project is economically feasible or not. In the present work, three (3) different optimization methods are proposed for the solution of the WFLO: (i) A modified Viral System Algorithm applied to the optimization of the proper location of the components in a wind-farm to maximize the energy output given a stated wind environment of the site. The optimization problem is formulated …