03547nam 2200925z- 450 991055734690332120220111(CKB)5400000000042421(oapen)https://directory.doabooks.org/handle/20.500.12854/76345(oapen)doab76345(EXLCZ)99540000000004242120202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierImproving Energy Efficiency through Data-Driven Modeling, Simulation and OptimizationBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (201 p.)3-0365-1207-1 3-0365-1206-3 In October 2014, the EU leaders agreed upon three key targets for the year 2030: a reduction by at least 40% in greenhouse gas emissions, savings of at least 27% for renewable energy, and improvements by at least 27% in energy efficiency. The increase in computational power combined with advanced modeling and simulation tools makes it possible to derive new technological solutions that can enhance the energy efficiency of systems and that can reduce the ecological footprint. This book compiles 10 novel research works from a Special Issue that was focused on data-driven approaches, machine learning, or artificial intelligence for the modeling, simulation, and optimization of energy systems.Technology: general issuesbicsscant colony optimizationanti-icingappliance classificationappliance featurebig data processbuilding energy consumptionbuilding load forecastingclusteringCO2 reductionconvolutional neural networkdesignenclosure structureenergyenergy baselinesenergy consumptionenergy efficiencyexperimental validationfield measurementforecastingfracturing roofs to maintain entry (FRME)fuelheat and mass transferheat load reductionheat transfer coefficientheating power distributionmachine learningmanufacturingmeta-heuristicsmodellingmulti-objective combinatorial optimizationn/aneural methodsnon-intrusive load monitoringnumerical simulationoptimization methodpassive housepredictionpredictive maintenancerangerecurrence graphregionalside abutment pressuresmart intelligent systemsstrata movementthermal improved of buildingsturbo-propellerV-I trajectoryweightweighted recurrence graphTechnology: general issuesDeschrijver Dirkedt1290181Deschrijver DirkothBOOK9910557346903321Improving Energy Efficiency through Data-Driven Modeling, Simulation and Optimization3021396UNINA