Design and implementation of a general batch simulation tool of SOWFA and its application in training a single-turbine surrogate

Design and implementation of a general batch simulation tool of SOWFA and its application in training a single-turbine surrogate

Simulator fOr Wind Farm Applications (SOWFA) is a powerful wind farm simulation tool. It is widely used in wake effect research. However, the integration between AI and SOWFA is weak. Without AI, it is difficult for us to fully use SOWFA. The installation, parameter settings, and calculation procedu...

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Bibliographic Details
Main Authors: Tannan Xiao, Yuqi Cao, Bingfeng Liang, Yang Wang, Jing Wang, Ying Chen
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Energy Reports
Subjects:
SOWFA simulation
Wake effect
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723005176

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