Conditional Denoising Diffusion Model for Missing Value Imputation in Smart Meter Data

Overview

Applies conditional denoising diffusion to reconstruct missing smart-meter observations in high-resolution energy data.

Research context

This work contributes to Time Series & Energy. The publication record above is the authoritative source for its current status; accepted papers will be updated when final bibliographic metadata becomes public.

@article{ConditionalDiffusionImputation2026,
  title = {Conditional Denoising Diffusion Model for Missing Value Imputation in Smart Meter Data},
  author = {M. Buwaneswaran, M. U. Danish,, K. Grolinger},
  year = {2026},
  journal = {Engineering Applications of Artificial Intelligence}
}