Shiliang Peng

A systematic method for the optimization of gas supply reliability in natural gas pipeline network based on Bayesian networks and deep reinforcement learning

Lin Fan, Huai Su, Wei Wang et al. · Reliability Engineering & System Safety · 2022 · 82 citations

Artificial Intelligence, Model Optimization, Engineering +10

A systematic resilience assessment framework for multi-state systems based on physics-informed neural network

Yuxuan He, Enrico Zio, Zhaoming Yang et al. · Reliability Engineering & System Safety · 2025 · 70 citations · Full text

Physics-informed Neural Network, Engineering, Resilience Analysis +6

A systematic method of remaining useful life estimation based on physics-informed graph neural networks with multisensor data

Yuxuan He, Huai Su, Enrico Zio et al. · Reliability Engineering & System Safety · 2023 · 48 citations

Engineering, Machine Learning, Data Science +12

Supply resilience assessment of natural gas pipeline network systems

Zhaoming Yang, Huai Su, Xingkai Du et al. · Journal of Cleaner Production · 2022 · 28 citations

Engineering, Civil Engineering, Resilience Analysis +9

Supply reliability-driven joint optimization of maintenance and spare parts inventory in a gas pipeline system

Lin Fan, Huai Su, Enrico Zio et al. · Gas Science and Engineering · 2023 · 13 citations

Supply Chain Optimization, Reliability Engineering, Engineering +12