The problem of state estimations for electric distribution system is considered. A collaborative filtering approach is proposed in this paper to integrate the slow time-scale smart meter measurements in the distribution system state estimation, in which the deep Gaussian process is incorporated to infer the fast time-scale pseudo measurements and avoid anomalies. Numerical tests have demonstrated the higher estimation accuracy of the proposed method.
@article{arxiv.2209.15239,
title = {Smart Meters Integration in Distribution System State Estimation with Collaborative Filtering and Deep Gaussian Process},
author = {Yifei Xu and Ye Guo and Wenjun Tang and Hongbin Sun and Shiming Li and Yue Dai},
journal= {arXiv preprint arXiv:2209.15239},
year = {2023}
}