Design, transient simulation, and multi-objective optimization using artificial neural networks and genetic algorithms of a solar-assisted building energy system integrating energy storage: a case study of Xi'an, China
Gang Du, Waqed H. Hassan, Narinderjit Singh Sawaran Singh, Kamal Sharma, Abdullah Abed Hussein, Walid Aich, Wajdi Rajhi, Saleh Alhumaid, Shaher Alshammrei
Topics & Concepts
TRNSYSPhotovoltaic systemRenewable energyEngineeringAutomotive engineeringHybrid systemArtificial neural networkSimulationTransient (computer programming)Computer scienceGenetic algorithmSobol sequenceThermal energy storageControl engineeringBuilding automationChillerParametric statisticsBuilding envelopeEnergy consumptionSolar energyPower (physics)Thermal energyCooling loadReliability engineeringEfficient energy useHeuristicReduction (mathematics)Solar thermal collectorSolar powerElectric powerScalabilityParametric modelWork (physics)Thermal comfortEnergy (signal processing)DatasheetElectricity generationBuilding Energy and Comfort OptimizationSolar Thermal and Photovoltaic SystemsSolar Radiation and Photovoltaics