MODERATE community

Part of EU Open Research Repository
Published May 22, 2026 | Version v1
Computational notebook Open

Synthetic Load Profile GAN

Authors/Creators

  • 1. ROR icon e-think energy research

Contributors

  • 1. e-think energy research
  • 2. e-think energy research GmbH
  • 3. Zentrum für Energiewirtschaft und Umwelt (e-think)
  • 4. ROR icon TU Wien

Description

A Generative Adversarial Network (GAN) that synthesizes realistic annual electrical load profiles at hourly resolution. Developed within the MODERATE project, it enables privacy-preserving generation of synthetic energy consumption data for research and scenario analysis.

Files

Synthetic-Load-Profiles-main.zip

Files (302.0 MB)

Name Size
md5:c9b9e9f1cb06aa77b296cec441760b78
302.0 MB Preview Download

Additional details

Funding

European Commission
MODERATE - Marketable Open Data Solutions for Optimized Building-Related Energy Services 101069834

Software

Repository URL
https://github.com/MODERATE-Project/Synthetic-Load-Profiles
Programming language
Python