04554nam 2201249z- 450 991055729770332120210501(CKB)5400000000041062(oapen)https://directory.doabooks.org/handle/20.500.12854/69162(oapen)doab69162(EXLCZ)99540000000004106220202105d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierComputational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic ApplicationsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20201 online resource (280 p.)3-03943-200-1 3-03943-201-X This book is a Special Issue Reprint edited by Prof. Massimo Vitelli and Dr. Luigi Costanzo. It contains original research articles covering, but not limited to, the following topics: maximum power point tracking techniques; forecasting techniques; sizing and optimization of PV components and systems; PV modeling; reconfiguration algorithms; fault diagnosis; mismatching detection; decision processes for grid operators.History of engineering and technologybicsscadaptive neuro-fuzzy inference systemsANFISartificial neural networkartificial neural networksclear sky irradianceclustering-based PV fault detectionCOAcomplex network analysisdata fusiondeteriorationdeterministic optimization algorithmdiffractive gratingdiffractive optical elementdouble flames generation (DFG) strategyduty cycleenvironmental parametersfault prognosisfeed-forward neural networksfinite difference time domaingenetic algorithmglobal horizontal irradianceglobal optimizationgradient descenthot spotimage processingimplicit model solutionintegrated energy systemslinear approximationlong short-term memoryLSTM cellmachine learningmathematical modelingmaximum power point trackingmetaheuristic optimization algorithmmoth-flame optimizationMPPT algorithmmultiple regression modelnational power systemoptical modellingparameter extractionpartial shadingparticle swarm optimization-artificial neural networksperformances evaluationpersistent predictorphotovoltaic arrayphotovoltaic modelphotovoltaic modulephotovoltaic plantsphotovoltaic power predictionphotovoltaic systemphotovoltaic systemsphotovoltaicspublicly available weather reportsPV fleetPV power predictionPVs power output forecastingrecurrent neural networksrenewable energyself-imputationsensor networkseries-parallelsingle stage grid connected systemssingle-diode modelsmart energy managementsolar cell optimizationSolar cell parameterssolar concentratorsolar irradiationspectral beam splittingstatistical methodsustainable developmentthermal imagetwo-diode modelunsupervised learningHistory of engineering and technologyVitelli Massimoedt1297561Costanzo LuigiedtVitelli MassimoothCostanzo LuigiothBOOK9910557297703321Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications3024546UNINA