Modified CLARC based socio economic data for a 65 node test system
收藏DataCite Commons2025-04-02 更新2025-04-16 收录
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https://ieee-dataport.org/documents/modified-clarc-based-socio-economic-data-65-node-test-system
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This data set is a modified CLARC(Customizable Artificial Community )system data based on garden city kansas socio economic data.The dataset comprises two major parts.1.Load Data: This portion includes detailed hourly electricity demand profiles across 65 distinct load points, categorized into residential, commercial, industrial, and critical infrastructure loads. Each load profile reflects realistic consumption behaviors and demand fluctuations.2.Socioeconomic Data: This segment captures essential demographic and economic indicators for each corresponding load point. Key attributes include population size, average age, median household income, unemployment rate, percentage of residents living below the poverty level, and proportions of vulnerable populations, such as elderly individuals and young children.
本数据集为基于美国堪萨斯州花园城(Garden City, Kansas)社会经济数据修改得到的可定制人工社区(Customizable Artificial Community,CLARC)系统数据集。数据集包含两大核心组成部分:1. 负荷数据(Load Data):该部分涵盖65个不同负荷节点的详细逐小时用电负荷曲线,划分为居民、商业、工业及关键基础设施四类负荷,每条负荷曲线均体现了真实的用电消费行为与需求波动特征。2. 社会经济数据(Socioeconomic Data):该部分收录了各对应负荷节点的关键人口与经济指标,核心属性包括人口规模、平均年龄、家庭收入中位数、失业率、贫困线以下居民占比,以及老年群体与幼儿等脆弱人群的占比。
提供机构:
IEEE DataPort
创建时间:
2025-04-02



