A graph neural network (GNN) method for assigning gas calorific values to natural gas pipeline networks
Zhaoming Yang, Zhe Liu, Jing Zhou, Chaofan Song, Qi Xiang, He Qian, Jingjing Hu, Michael Havbro Faber, Enrico Zio, Zhenlin Li, Huai Su, Jinjun Zhang
Topics & Concepts
Mean absolute percentage errorMean squared errorMetering modeNatural gasArtificial neural networkGraphPipeline (software)Computer scienceApproximation errorAlgorithmGeneralizationData miningArtificial intelligenceMathematicsEngineeringStatisticsTheoretical computer scienceMechanical engineeringWaste managementMathematical analysisProgramming languageAtmospheric and Environmental Gas DynamicsEnergy Load and Power ForecastingIntegrated Energy Systems Optimization