Supporting data for “Multi-scale analysis of offshore wind farm: fine-scale dynamic performance and coarse-scale cooperative control”

Three projects are included:

Dynamic simulation of the offshore wind turbine, considering different foundation modeling approaches and wave spectra;

Yawed wake modeling using machine learning;

Cooperative yaw control of the large-scale wind farm in collaboration with a smart control scheme.

The data mainly includes finite element (FE) models using different foundation modeling approaches and wave spectra, the corresponding dynamic response data, the computational fluid dynamic (CFD) model, the ANN model and analytical model for wake simulation, and the corresponding control optimization results for the wind farm.

本数据集包含三项研究项目：
1. 考虑不同基础建模方法和波浪谱的离岸风力涡轮机动态模拟；
2. 利用机器学习进行偏航尾流建模；
3. 与智能控制方案协作进行大规模风力农场协同偏航控制。
数据主要包括采用不同基础建模方法和波浪谱的有限元（FE）模型、相应的动态响应数据、计算流体动力学（CFD）模型、用于尾流模拟的ANN模型和分析模型，以及风力农场相应的控制优化结果。