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, Enrico Zio, Li Zhang, Zhaoming Yang, Shiliang Peng, Weichao Yu, Lili Zuo, Jinjun Zhang
Topics & Concepts
Reinforcement learningMarkov decision processReliability (semiconductor)Bayesian networkPipeline (software)RandomnessComputer scienceMarkov processNatural gasReliability engineeringPreventive maintenanceProbabilistic logicMathematical optimizationEngineeringOperations researchMachine learningArtificial intelligenceMathematicsPhysicsProgramming languagePower (physics)StatisticsQuantum mechanicsWaste managementStructural Integrity and Reliability AnalysisWater Systems and OptimizationRisk and Safety Analysis