Towards data-driven electricity management: multi-region harmonized data and knowledge graph
收藏DataCite Commons2025-01-10 更新2025-05-06 收录
下载链接：
https://springernature.figshare.com/articles/dataset/Towards_data-driven_electricity_management_multi-region_harmonized_data_and_knowledge_graph/27016456
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资源简介：
Metadata dump(1.2 GB): metadata.tar.gz
Triples dump (125 MB): triples.ttl
Harmonized data dump(80 GB): harmonized.tar.gz
REDD.pkl (300 MB) sample harmonized data for the REDD datset
Harmonized data dump contains all the household electricity consumption datasets
Metadata dump contains metadata needed to run our pre-processing scripts.
REDD.pkl contains 6 households from the REDD dataset and can be used as a sample of what is in the harmonized data dump
triples.ttl contains the Knowledge graph generated from the household electricity consumption data and enriched with metadata stored as RDF triples
Scripts to process the data and instructions are available on our GitHub repository (https://github.com/sensorlab/energy-knowledge-graph)
More information about the dataset is available in our paper (TODO link)
元数据转储包（1.2 GB）：metadata.tar.gz
三元组转储包（125 MB）：triples.ttl
标准化数据转储包（80 GB）：harmonized.tar.gz
REDD.pkl（300 MB）：REDD数据集的标准化数据样本
标准化数据转储包包含所有家庭用电量数据集。元数据转储包包含运行预处理脚本所需的元数据。REDD.pkl 包含 REDD 数据集中的6个家庭用电数据，可作为标准化数据转储包内数据的样本。triples.ttl 存储了基于家庭用电数据生成，并通过元数据丰富的知识图谱（Knowledge Graph），该知识图谱以RDF三元组（RDF Triples）格式存储。
数据处理脚本及操作说明可在我们的GitHub仓库获取：https://github.com/sensorlab/energy-knowledge-graph
该数据集的更多相关信息可参阅我们的学术论文（链接待补充）
提供机构：
figshare
创建时间：
2024-09-13
