A physics-informed neural network surrogate model and many-objective optimization algorithm for coupled multi-energy systems in smart grids
Jingbo Zhang, Xingjuan Cai, Zhihua Cui, Jinjun Chen
Topics & Concepts
Computer scienceEvolutionary algorithmMathematical optimizationSurrogate modelProbabilistic logicDifferential evolutionScheduling (production processes)Partial differential equationArtificial neural networkOptimization problemPopulationScheduleSmart gridEvolutionary computationFunction approximationRepresentation (politics)Electric power systemAlgorithmEconomic dispatchFunction (biology)Transmission (telecommunications)Physical systemDynamic programmingEvolutionary programmingCoupling (piping)Job shop schedulingEnergy managementIntegrated Energy Systems OptimizationEnergy Load and Power ForecastingPower Systems and Renewable Energy