Research output per year
Research output per year
Description
The Plegma dataset provides whole-house aggregate loads and appliance-level consumption measurements at 10-second intervals from 13 different households over a period of one year.
It also includes environmental data such as humidity and temperature, building characteristics, demographic information, and user practices routines to enable quantitative as well as qualitative analysis.
Plegma is the first high-frequency electricity measurements dataset in Greece, capturing the consumption behavior of people in the Mediterranean area who use devices not commonly included in other datasets, such as AC and electric-water boilers.
The dataset comprises 218 million readings from 88 installed meters and sensors.
The collected data are cleaned to handle missing data and invalid measurements, and they are available in comma-separated values (CSV) format.
It also includes environmental data such as humidity and temperature, building characteristics, demographic information, and user practices routines to enable quantitative as well as qualitative analysis.
Plegma is the first high-frequency electricity measurements dataset in Greece, capturing the consumption behavior of people in the Mediterranean area who use devices not commonly included in other datasets, such as AC and electric-water boilers.
The dataset comprises 218 million readings from 88 installed meters and sensors.
The collected data are cleaned to handle missing data and invalid measurements, and they are available in comma-separated values (CSV) format.
| Date made available | 30 Nov 2023 |
|---|---|
| Publisher | University of Strathclyde |
| Temporal coverage | Jul 2022 - Sept 2023 |
| Date of data production | Sept 2022 - Sept 2023 |
| Geographical coverage | Greece |
Research output
- 1 Article
-
The Plegma dataset: domestic appliance-level and aggregate electricity demand with metadata from Greece
Athanasoulias, S., Guasselli, F., Doulamis, N., Doulamis, A., Ipiotis, N., Katsari, A., Stankovic, L. & Stankovic, V., 12 Apr 2024, In: Scientific Data. 11, 1, 17 p., 376.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)41 Downloads (Pure)
Projects
- 1 Active
-
building GrEener and more sustainable soCieties by filling the Knowledge gap in social science and engineering responsible artificial intelligence co-creatiOn (GECKO) MSCA-ITN-2020
Stankovic, V. (Principal Investigator) & Stankovic, L. (Co-investigator)
European Commission - Horizon Europe + H2020
1/01/21 → 30/06/25
Project: Research