Shixi Ma

Fault diagnosis of gas turbine based on partly interpretable convolutional neural networks

Dengji Zhou, Qinbo Yao, Hang Wu et al. · Energy · 2020 · 170 citations

Computing, Computer Science, Computer Vision +15

An electricity load forecasting model for Integrated Energy System based on BiGAN and transfer learning

Dengji Zhou, Shixi Ma, Jiarui Hao et al. · Energy Reports · 2020 · 84 citations · Full text

Computing, Data Science, Electrical Engineering +17

Dynamic simulation of natural gas pipeline network based on interpretable machine learning model

Dengji Zhou, Xingyun Jia, Shixi Ma et al. · Energy · 2022 · 66 citations

Computing, Computer Science, Petroleum Engineering +16

Modeling and Operational Optimization Based on Energy Hubs for Complex Energy Networks With Distributed Energy Resources

Shixi Ma, Dengji Zhou, Huisheng Zhang et al. · Journal of Energy Resources Technology · 2018 · 30 citations

Engineering, Computational Engineering, Energy Management +16

An operating state estimation model for integrated energy systems based on distributed solution

Dengji Zhou, Shixi Ma, Dawen Huang et al. · Frontiers in Energy · 2020 · 23 citations

Engineering, Computer Science, Systems Engineering +16