遇见数据集

CityLearn Challenge 2022

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arXiv2025-09-30 收录
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该数据集涵盖了来自加利福尼亚州Fontana的17栋单体家庭建筑的一年电力需求和光伏发电数据。数据集被划分为训练集(建筑1-5)、验证集(建筑6-10)和测试集(建筑11-17)。评估指标包括排放成本、价格成本和电网成本。规模涉及17栋单体家庭建筑,任务旨在对建筑能源系统进行能源管理和优化。

This dataset contains one-year electricity demand and photovoltaic (PV) generation data from 17 single-family residential buildings located in Fontana, California. It is divided into three subsets: the training set (Buildings 1–5), validation set (Buildings 6–10), and test set (Buildings 11–17). The evaluation metrics include emission cost, price cost, and grid cost. Involving 17 single-family residential buildings, this dataset targets energy management and optimization of building energy systems.

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