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dc.contributor.editorVitelli, Massimo
dc.contributor.editorCostanzo, Luigi
dc.date.accessioned2021-05-01T15:42:45Z
dc.date.available2021-05-01T15:42:45Z
dc.date.issued2020
dc.identifierONIX_20210501_9783039432004_908
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/69162
dc.description.abstractThis 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.
dc.languageEnglish
dc.subject.classificationbic Book Industry Communication::T Technology, engineering, agriculture::TB Technology: general issues::TBX History of engineering & technology
dc.subject.othersensor network
dc.subject.otherdata fusion
dc.subject.othercomplex network analysis
dc.subject.otherfault prognosis
dc.subject.otherphotovoltaic plants
dc.subject.otherANFIS
dc.subject.otherstatistical method
dc.subject.othergradient descent
dc.subject.otherphotovoltaic system
dc.subject.othersustainable development
dc.subject.otherPV power prediction
dc.subject.otherartificial neural network
dc.subject.otherrenewable energy
dc.subject.otherenvironmental parameters
dc.subject.othermultiple regression model
dc.subject.othermoth-flame optimization
dc.subject.otherparameter extraction
dc.subject.otherphotovoltaic model
dc.subject.otherdouble flames generation (DFG) strategy
dc.subject.otherSolar cell parameters
dc.subject.othersingle-diode model
dc.subject.othertwo-diode model
dc.subject.otherCOA
dc.subject.otherphotovoltaic systems
dc.subject.othermaximum power point tracking
dc.subject.othersingle stage grid connected systems
dc.subject.othersolar concentrator
dc.subject.otherspectral beam splitting
dc.subject.otherdiffractive optical element
dc.subject.otherdiffractive grating
dc.subject.otherPVs power output forecasting
dc.subject.otheradaptive neuro-fuzzy inference systems
dc.subject.otherparticle swarm optimization-artificial neural networks
dc.subject.othersolar irradiation
dc.subject.otherphotovoltaic power prediction
dc.subject.otherpublicly available weather reports
dc.subject.othermachine learning
dc.subject.otherlong short-term memory
dc.subject.otherintegrated energy systems
dc.subject.othersmart energy management
dc.subject.otherPV fleet
dc.subject.otherclustering-based PV fault detection
dc.subject.otherunsupervised learning
dc.subject.otherself-imputation
dc.subject.otherimplicit model solution
dc.subject.otherphotovoltaic array
dc.subject.otherseries–parallel
dc.subject.otherglobal optimization
dc.subject.otherpartial shading
dc.subject.otherdeterministic optimization algorithm
dc.subject.othermetaheuristic optimization algorithm
dc.subject.othergenetic algorithm
dc.subject.othersolar cell optimization
dc.subject.otherfinite difference time domain
dc.subject.otheroptical modelling
dc.subject.otherthermal image
dc.subject.otherphotovoltaic module
dc.subject.otherhot spot
dc.subject.otherimage processing
dc.subject.otherdeterioration
dc.subject.otherlinear approximation
dc.subject.otherMPPT algorithm
dc.subject.otherduty cycle
dc.subject.otherglobal horizontal irradiance
dc.subject.othermathematical modeling
dc.subject.otherfeed-forward neural networks
dc.subject.otherrecurrent neural networks
dc.subject.otherLSTM cell
dc.subject.otherperformances evaluation
dc.subject.otherclear sky irradiance
dc.subject.otherpersistent predictor
dc.subject.otherphotovoltaics
dc.subject.otherartificial neural networks
dc.subject.othernational power system
dc.titleComputational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications
dc.typebook
oapen.identifier.doi10.3390/books978-3-03943-201-1
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn9783039432004
oapen.relation.isbn9783039432011
oapen.pages280
oapen.place.publicationBasel, Switzerland


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