3 papers
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…
physics.flu-dyn2024
Effects of Thom disk on alleviating ground effects of a wall-mounted rotating cylinder
Bao-Yuan Zhao, Kai Zhang, Dai Zhou +2
This study investigates the effects of Thom disks on alleviating ground effects by wall-mounted rotating cylinders, also known as Flettner rotors, which utilize wind energy for shi…