Data-driven Multivariate Power Curve Modeling of Offshore Wind Turbines

a) Description: A synthetic dataset consisting of 20.000 power and wind speed values. The goal of this dataset is to objectively quantify power curve modelling techniques for wind turbines.

b) Size: 580.0 kB

c) Platform: Any OS or programming language can read a txt file
d) Environment: As this is a txt file, any modern OS will do. The txt file consists of comma seperated values so all modern programming languages can be used to read this file.

e) Major Component Description: There are 20.001 rows in the txt file. The first row indicates the headers of the columns. The other 20.000 lines indicate the corresponding values of the column. There are two columns, the first is the power and the second the wind speed.

f) Detailed Set-up Instructions: This depends on the platform and programming language. Since this is a txt file with tab seperated values, a broad range of options are possible and can be looked up.

g) Detailed Run Instructions: /
h) Output Description: When plotting the wind speed values vs the power values using a scatter plot (e.g. matlab or python matplotlib), a power curve can be seen.

{'a': '描述：本数据集为由20,000个功率和风速值构成的合成数据集。本数据集旨在客观量化风力涡轮机功率曲线建模技术。', 'b': '大小：580.0 kB', 'c': '平台：任何操作系统或编程语言均能读取txt文件', 'd': '环境：鉴于本数据集为txt文件，任何现代操作系统均可满足需求。该txt文件包含以逗号分隔的值，因此所有现代编程语言均可用于读取此文件。', 'e': '主要组成部分描述：txt文件中共有20,001行。第一行指示列标题，其余20,000行则表示相应列的数值。数据集包含两列，第一列为功率，第二列为风速。', 'f': '详细设置说明：此说明取决于平台和编程语言。由于本数据集为以制表符分隔的值的txt文件，因此存在多种可能的读取选项，并可进行查阅。', 'g': '详细运行说明：/', 'h': '输出描述：当使用散点图（例如MATLAB或Python的matplotlib）绘制风速值与功率值的关系时，可观察到功率曲线。'}