Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications

doi:10.3390/books978-3-03943-201-1

dc.contributor.editor	Vitelli, Massimo
dc.contributor.editor	Costanzo, Luigi
dc.date.accessioned	2021-05-01T15:42:45Z
dc.date.available	2021-05-01T15:42:45Z
dc.date.issued	2020
dc.identifier	ONIX_20210501_9783039432004_908
dc.identifier.uri	https://directory.doabooks.org/handle/20.500.12854/69162
dc.description.abstract	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.
dc.language	English
dc.subject.classification	bic Book Industry Communication::T Technology, engineering, agriculture::TB Technology: general issues::TBX History of engineering & technology
dc.subject.other	sensor network
dc.subject.other	data fusion
dc.subject.other	complex network analysis
dc.subject.other	fault prognosis
dc.subject.other	photovoltaic plants
dc.subject.other	ANFIS
dc.subject.other	statistical method
dc.subject.other	gradient descent
dc.subject.other	photovoltaic system
dc.subject.other	sustainable development
dc.subject.other	PV power prediction
dc.subject.other	artificial neural network
dc.subject.other	renewable energy
dc.subject.other	environmental parameters
dc.subject.other	multiple regression model
dc.subject.other	moth-flame optimization
dc.subject.other	parameter extraction
dc.subject.other	photovoltaic model
dc.subject.other	double flames generation (DFG) strategy
dc.subject.other	Solar cell parameters
dc.subject.other	single-diode model
dc.subject.other	two-diode model
dc.subject.other	COA
dc.subject.other	photovoltaic systems
dc.subject.other	maximum power point tracking
dc.subject.other	single stage grid connected systems
dc.subject.other	solar concentrator
dc.subject.other	spectral beam splitting
dc.subject.other	diffractive optical element
dc.subject.other	diffractive grating
dc.subject.other	PVs power output forecasting
dc.subject.other	adaptive neuro-fuzzy inference systems
dc.subject.other	particle swarm optimization-artificial neural networks
dc.subject.other	solar irradiation
dc.subject.other	photovoltaic power prediction
dc.subject.other	publicly available weather reports
dc.subject.other	machine learning
dc.subject.other	long short-term memory
dc.subject.other	integrated energy systems
dc.subject.other	smart energy management
dc.subject.other	PV fleet
dc.subject.other	clustering-based PV fault detection
dc.subject.other	unsupervised learning
dc.subject.other	self-imputation
dc.subject.other	implicit model solution
dc.subject.other	photovoltaic array
dc.subject.other	series–parallel
dc.subject.other	global optimization
dc.subject.other	partial shading
dc.subject.other	deterministic optimization algorithm
dc.subject.other	metaheuristic optimization algorithm
dc.subject.other	genetic algorithm
dc.subject.other	solar cell optimization
dc.subject.other	finite difference time domain
dc.subject.other	optical modelling
dc.subject.other	thermal image
dc.subject.other	photovoltaic module
dc.subject.other	hot spot
dc.subject.other	image processing
dc.subject.other	deterioration
dc.subject.other	linear approximation
dc.subject.other	MPPT algorithm
dc.subject.other	duty cycle
dc.subject.other	global horizontal irradiance
dc.subject.other	mathematical modeling
dc.subject.other	feed-forward neural networks
dc.subject.other	recurrent neural networks
dc.subject.other	LSTM cell
dc.subject.other	performances evaluation
dc.subject.other	clear sky irradiance
dc.subject.other	persistent predictor
dc.subject.other	photovoltaics
dc.subject.other	artificial neural networks
dc.subject.other	national power system
dc.title	Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications
dc.type	book
oapen.identifier.doi	10.3390/books978-3-03943-201-1
oapen.relation.isPublishedBy	46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn	9783039432004
oapen.relation.isbn	9783039432011
oapen.pages	280
oapen.place.publication	Basel, Switzerland

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