Mingju Gong

Load forecasting of district heating system based on Informer

Mingju Gong, Yin Zhao, Jiawang Sun et al. · Energy · 2022 · 211 citations

Engineering, Mechanical Engineering, Energy Management +12

Gradient boosting machine for predicting return temperature of district heating system: A case study for residential buildings in Tianjin

Mingju Gong, Yin Bai, Juan Qin et al. · Journal of Building Engineering · 2019 · 107 citations

Engineering, Building Science, Data Science +14

Heat load prediction of residential buildings based on discrete wavelet transform and tree-based ensemble learning

Mingju Gong, Jin Wang, Yin Bai et al. · Journal of Building Engineering · 2020 · 69 citations

Architecture, Architectural Engineering, Building Science +17

District heating systems load forecasting: a deep neural networks model based on similar day approach

Mingju Gong, Haojie Zhou, Qilin Wang et al. · Advances in Building Energy Research · 2019 · 23 citations

Computing, Data Science, Forecasting +16

A hybrid deep reinforcement learning ensemble optimization model for heat load energy-saving prediction

Jiawang Sun, Mingju Gong, Yin Zhao et al. · Journal of Building Engineering · 2022 · 21 citations

Computing, Computational Engineering, Mechanical Engineering +15