EnergyDiff: Universal Time-Series Energy Data Generation Using Diffusion Models

Nan Lin, Peter Palensky, Pedro P. Vergara. EnergyDiff: Universal Time-Series Energy Data Generation Using Diffusion Models. IEEE Trans. Smart Grid, 16(5):4252-4265, September 2025. [doi]

@article{LinPV25,
  title = {EnergyDiff: Universal Time-Series Energy Data Generation Using Diffusion Models},
  author = {Nan Lin and Peter Palensky and Pedro P. Vergara},
  year = {2025},
  month = {September},
  doi = {10.1109/TSG.2025.3581472},
  url = {https://doi.org/10.1109/TSG.2025.3581472},
  researchr = {https://researchr.org/publication/LinPV25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Smart Grid},
  volume = {16},
  number = {5},
  pages = {4252-4265},
}