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math.OC2025
Towards high-fidelity wind farm layout optimization using polynomial chaos expansion and Kriging model
Yi-Xiao Shao, Zhen-Fan Wang, Shine Win Naung +3
This paper presents a wind farm layout optimization framework that integrates polynomial chaos expansion, a Kriging model, and the expected improvement algorithm. The proposed fram…
math.OC2025
An adaptive switch strategy for acquisition functions in Bayesian optimization of wind farm layout
Zhen-fan Wang, Yu Tu, Kai Zhang +2
Wind farm layout optimization (WFLO), which seeks to maximizing annual energy production by strategically adjusting wind turbines' location, is essential for the development of lar…