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Novel long short-term memory neural network considering virtual data generation for production prediction and energy structure optimization of ethylene production processes

Yongming Han, Zilan Du, Zhiqiang Geng, Jinzhen Fan, Youqing Wang

2022Chemical Engineering Science35 citationsDOI

Topics & Concepts

Production (economics)Artificial neural networkProcess (computing)Energy (signal processing)Computer scienceMonte Carlo methodTerm (time)Energy conservationProcess engineeringArtificial intelligenceEngineeringMathematicsStatisticsQuantum mechanicsElectrical engineeringEconomicsMacroeconomicsPhysicsOperating systemAdvanced Data Processing TechniquesEnergy Efficiency and ManagementEnergy Load and Power Forecasting
Novel long short-term memory neural network considering virtual data generation for production prediction and energy structure optimization of ethylene production processes | Litcius