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

On the computation of compressible multiphase flows with heat and mass transfer in elastic pipelines

A deep reinforcement learning-based method for predictive management of demand response in natural gas pipeline networks

天然气长输管道防腐涂层性能检测及剩余寿命预测

Resilience Assessment of China's Natural Gas Supply System Based on Ecological Network Analysis

Dynamic Prediction of Natural Gas Calorific Value Based on Deep Learning

Probabilistic simulation model of resilience assessment of natural gas pipeline systems

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

基于费用函数的天然气管道系统供气可靠性优化分配

Reliability of net-zero energy systems for South Wales