用电负荷与需求响应记录数据集

本数据集为天津大学以及研究团队在针对虚拟电厂中分布式资源的用能行为分析过程中，通过对于原始用电负荷与需求响应记录进行仿真得到的数据，在MATLAB仿真平台上产生。主要用于获取可调资源集群在各种不确定性因素影响下不同时间节点响应潜力的概率分布。
主要数据内容：用电功率时序数据包括时间戳（日期和时间）、电力功率值、用户所属区域、负荷类型、电压等级，15min/点；历史响应数据包括可调资源的响应降负荷数据、认定电量、电费抵扣。
数据集规模为6.19MB。

This dataset was generated on the MATLAB simulation platform by Tianjin University and its research team during the analysis of energy consumption behaviors of distributed resources in virtual power plants, through simulating original electricity load and demand response records. It is mainly used to obtain the probability distribution of response potential of adjustable resource clusters at different time nodes under the influence of various uncertainty factors. Main data content: The time-series electricity power data includes timestamp (date and time), electric power value, user's affiliated area, load type, and voltage level, with a sampling interval of 15 minutes per data point; the historical response data includes response load reduction data of adjustable resources, confirmed electricity quantity, and electric bill deduction. The dataset has a size of 6.19 MB.

搜集汇总

背景与挑战

背景概述

该数据集是天津大学通过MATLAB仿真平台生成的用电负荷与需求响应记录数据，主要用于研究虚拟电厂中分布式资源的用能行为，包含用电功率时序数据和历史响应数据，数据规模为6.19MB。