Photovoltaic power and weather parameters

This dataset includes PV power production measured on the SolarTech Lab, Politecnico di Milano, Italy. Data are freely available for scientific research purpose and further data validation.In particular, the dataset is composed of the following variables and specifics, with a time resolution of 1 minute:Timestamp: column with time recordings; the data format is “dd-MM-yyyy hh:mm:ss”, with the time always expressed in Central European Time (CET).Pm: power recordings from the PV module (W); module tilt: 30°.Tair: ambient temperature (°C) measured by the weather station described in SolarTech Lab website (http://www.solartech.polimi.it/instrumentation/).GHI: measured Global Horizontal Irradiance (W/m2).GPOA: global irradiance measured on the plane of array (30°).Ws: measured wind speed (m/s).Wd: measured wind direction (°), assuming 0° east, positive south.It is worth noticing that this dataset includes original measurements, i.e. these raw data can be used for any additional post-processing, validation and further research. When a value is missing in the original measurements recording, a “NaN” is reported.

本数据集收录了在意大利米兰理工大学SolarTech实验室进行的光伏发电量测量数据。数据免费提供给科学研究目的及进一步的数据验证。具体而言，该数据集由以下变量和详细信息组成，时间分辨率为每分钟一次：时间戳：包含时间记录的列；数据格式为“dd-MM-yyyy hh:mm:ss”，时间始终以中欧时间（CET）表示。Pm：光伏模块的功率记录（W）；模块倾角：30°。Tair：由SolarTech实验室网站（http://www.solartech.polimi.it/instrumentation/）描述的气象站测量的环境温度（°C）。GHI：测量的全球水平辐射（W/m2）。GPOA：在阵列平面测量的全局辐射（30°）。Ws：测量的风速（m/s）。Wd：测量的风向（°），假定0°为东方，正值表示南方。值得注意的是，该数据集包含原始测量值，即这些原始数据可用于任何附加的后处理、验证及进一步的研究。当原始测量记录中存在缺失值时，报告为“NaN”。

搜集汇总

背景与挑战

背景概述

该数据集包含意大利米兰理工大学SolarTech实验室的光伏发电功率和天气参数测量数据，时间分辨率为1分钟，涵盖功率、温度、辐照度、风速和风向等多个变量。数据为原始测量值，适用于科学研究和数据验证。