This is the official repo for our paper "Probabilistic State Estimation in District Heating Grids Using Deep Neural Network“. (https://www.sciencedirect.com/science/article/pii/S2352467724000821)
Pre install: optuna tensorflow
Citation: Gaowei Yi, Xinlin Zhuang, Yan Li, Probabilistic state estimation in district heating grids using deep neural network, Sustainable Energy, Grids and Networks, Volume 38, 2024, 101353, ISSN 2352-4677, https://doi.org/10.1016/j.segan.2024.101353.