Wind AI Bench

This data lake contains multiple datasets related to fundamental problems in wind energy research. This includes data for wind plant power production for various layouts/wind flow scenarios, data for two- and three-dimensional flow around different wind turbine airfoils/blades, wind turbine noise production, among others. The purpose of these datasets is to establish a standard benchmark against which new AI/ML methods can be tested, compared, and deployed. Details regarding the generation and formatting of the data for each dataset is included in the metadata as well as example noteboo...

本数据湖包含多组与风能研究核心问题相关的数据集。其中涵盖不同布局与流场场景下的风电场发电量数据、不同风力涡轮机翼型/叶片周围的二维及三维流场数据，以及风力涡轮机噪声相关数据等。本数据集群的核心目标是构建一套标准化基准测试集，用于新型人工智能（Artificial Intelligence, AI）/机器学习（Machine Learning, ML）方法的测试、对比与部署验证。各数据集的生成流程与数据格式细节均收录于元数据及示例笔记（notebook）中，相关内容详见原文未完整呈现的部分。