CityLearn Challenge 2022
收藏arXiv2025-09-30 收录
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https://www.aicrowd.com/challenges/neurips-2022-citylearn-challenge/leaderboards
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资源简介：
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.
提供机构：
CityLearn Challenge
