Electrical demand/consumption and climatological data of a small Mexican community
收藏Mendeley Data2024-01-31 更新2024-06-26 收录
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The present dataset contains electricity demand/consumption and meteorological data measured in a small community within the Mexican State of Puebla. The data is contained in two separate folders named electrical_demand_consumption and weather. The first one contains electricity demand (i.e. kW) data in 15-minute resolution, as well as data regarding the hourly and daily electricity consumption (i.e. kWh) for five different households. The data is contained within .csv files that have the following name convention: houseteh(household number) _(resolution).csv. All data was measured from May 2022 to May 2023 and is represented as a time series. In other words, each measurement is linked to a specific time, which is given using the format dd/mm/yyyy HH:MM and is contained in the first column of every .csv file. Please note that missing values are represented with a –1; these values were added by the authors to facilitate the identification of missing values. The second folder contains---as the name suggests—the weather measured within the community. This data is contained in two separate .csv files. The first one (weather_outdoor variables.csv) contains the outdoor variables: Outdoor Temperature (°C), Feels Like (°C), Dew Point (°C), Wind Speed (m/s), Wind Gust (m/s), Max Daily Gust (m/s), Wind Direction (°), Hourly Rain (mm/h), Event Rain (mm), Daily Rain (mm), Weekly Rain (mm), Monthly Rain (mm), Yearly Rain (mm), Absolute Pressure (hPa), Relative Pressure (hPa), Humidity (%), Ultra-Violet Radiation Index, Solar Radiation (W/m^2), Avg Wind Direction (10 min) (°), Avg Wind Speed (10 min) (m/s). The second one (weather_indoor variables.csv) contains indoor measurements: Indoor Temperature (°C), Indoor Humidity (%), Indoor Feels Like (°C), and Indoor Dew Point (°C). All data was measured from May 2022 to March 2023, with an irregular time interval sampling, using the format dd/mm/yyyy HH:MM in the first column of the .csv file. For these files, missing values are not included.
本数据集收录了墨西哥普埃布拉州(Puebla)某小型社区实测得到的电力需求/消耗量与气象数据。
数据分为两个独立文件夹,分别命名为电力需求与消耗(electrical_demand_consumption)与气象(weather)。
其中第一个文件夹包含15分钟分辨率的电力需求数据(单位:千瓦,kW),同时涵盖5户不同家庭的小时级、日级电力消耗量数据(单位:千瓦时,kWh)。所有数据以.csv格式文件存储,命名规则为:houseteh(家庭编号)_(分辨率).csv。
所有电力数据的采集时段为2022年5月至2023年5月,均为时间序列格式。换言之,每条测量数据均绑定特定时间戳,时间格式为dd/mm/yyyy HH:MM,且存储于每个.csv文件的第一列。
请注意,缺失值以-1标记,该标识由数据集作者添加,以便于快速识别缺失数据。
第二个文件夹顾名思义,存储该社区的实测气象数据,内含两个独立的.csv文件:
第一个文件为室外气象变量(weather_outdoor variables.csv),内含如下室外气象参数:室外温度(℃)、体感温度(℃)、露点温度(℃)、风速(m/s)、阵风风速(m/s)、单日最大阵风(m/s)、风向(°)、小时降雨量(mm/h)、事件降雨量(mm)、日降雨量(mm)、周降雨量(mm)、月降雨量(mm)、年降雨量(mm)、绝对气压(hPa)、相对气压(hPa)、湿度(%)、紫外线辐射指数、太阳辐射(W/m²)、10分钟平均风向(°)、10分钟平均风速(m/s)。
第二个文件为室内气象变量(weather_indoor variables.csv),内含如下室内实测参数:室内温度(℃)、室内湿度(%)、室内体感温度(℃)与室内露点温度(℃)。
所有气象数据的采集时段为2022年5月至2023年3月,采样间隔不规则,时间戳格式同样为dd/mm/yyyy HH:MM,存储于各.csv文件的第一列。此外,该气象数据集未包含缺失值。
创建时间:
2024-01-31



