Energy Disaggregation data set in a Non-Residential Room in Shanghai, China (SC-EDNRR)

Dataset

Description

Energy consumption data of a single room in China, which consists of six appliances: freezer, fridge, washer, air conditioner, central air conditioner (CAC), and computer server. The dataset is dubbed "Energy Disaggregation data set in a Non-Residential Room in Shanghai, China" (SC-EDNRR). It covers a four-month period from 17/Sep/2021 to 13/Jan/2022 and is sampled once per second. Data may be missing in some moments when the device was temporarily disconnected.

Seven files are included in each file folder.
1.csv: the main meter
2.csv: freezer
3.csv: fridge
4.csv: washer
5.csv: air conditioner
6.csv: central air conditioner (CAC)
7.csv: computer server

When using this dataset please cite the following paper in Elsevier Applied Energy, Dandan Li, Jiangfeng Li, Xin Zeng, Vladimir Stankovic, Lina Stankovic, Changjiang Xiao, Qingjiang Shi, "Transfer learning for multi-objective non-intrusive load monitoring in smart building", Applied Energy.
Date made available25 Oct 2022
PublisherUniversity of Strathclyde
Temporal coverage17 Sept 2021 - 13 Jan 2022
Geographical coverageChina

Cite this