zenodo-20395488 eng Pozza, Cristian Accademia Europea https://orcid.org/0000-0002-1220-7047 WWW:LINK-1.0-http--link ORCID 0000-0002-1220-7047 2026-07-13T17:01:20Z ISO 19115:2003/19139 1.0 MODERATE Synthetic energy consumption profiles 2026-01-01 10.5281/zenodo.20395488 Synthetic dataset with 500 users hourly profile of energy metering data. The original training dataset contains both residential and non residential buildings, from 5000 users. Meaning of the columns: A+: Active energy consumed from the grid (Wh) A-: Active energy exported to the grid (Wh) R1: Consumed inductive reactive energy R2: Generated inductive reactive energy R3: Consumed cpacitive reactive energy R4: Generated capacitive reactive energy NOTE: The two variants "cpu" and "xpu" do not differ statistically from each other. They are both result obtained by MOSTLY.AI library running on a local instance, run with pytorch in the CPU (multi-thread) mode, vs a XPU pytorch run. Specific statistical metrics shows that the synthetic dataset is significantly different from original profiles. While daily and weekly patterns are maintained from the synthetization process set up, in this first release the seasonal and monthly patterns are not represented in the synthetic dataset. Funder: European Commission; Crossref Funder ID: 10.13039/501100000780; Award: Marketable Open Data Solutions for Optimized Building-Related Energy Services; Grant/Award number: 101069834 Pozza, Cristian Accademia Europea https://orcid.org/0000-0002-1220-7047 WWW:LINK-1.0-http--link ORCID 0000-0002-1220-7047 Guillo Sansano, Efren https://zenodo.org/api/communities/ffca4a71-b05f-4319-88e8-f00506fe72e7/logo Thumbnail di default della community MODERATE Creative Commons Attribution 4.0 International License identifier: cc-by-4.0 https://creativecommons.org/licenses/by/4.0/legalcode info:eu-repo/semantics/openAccess eng environment Zenodo https://doi.org/10.5281/zenodo.20395488 WWW:LINK-1.0-http--link Zenodo record Landing page / DOI https://creativecommons.org/licenses/by/4.0/legalcode WWW:LINK-1.0-http--link Creative Commons Attribution 4.0 International License information https://doi.org/10.5281/zenodo.20395487 WWW:LINK-1.0-http--link IsVersionOf Relation: IsVersionOf; Identifier type: DOI https://zenodo.org/communities/eu/ WWW:LINK-1.0-http--link IsPartOf Relation: IsPartOf; Identifier type: URL https://zenodo.org/communities/moderate/ WWW:LINK-1.0-http--link IsPartOf Relation: IsPartOf; Identifier type: URL