TY  - GEN
AU  - Vitelli,Massimo
AU  - Costanzo,Luigi
AU  - Vitelli,Massimo
AU  - Costanzo,Luigi
TI  - Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications
SN  - books978-3-03943-201-1
PY  - 2020///
CY  - Basel, Switzerland
PB  - MDPI - Multidisciplinary Digital Publishing Institute
KW  - History of engineering & technology
KW  - bicssc
KW  - sensor network
KW  - data fusion
KW  - complex network analysis
KW  - fault prognosis
KW  - photovoltaic plants
KW  - ANFIS
KW  - statistical method
KW  - gradient descent
KW  - photovoltaic system
KW  - sustainable development
KW  - PV power prediction
KW  - artificial neural network
KW  - renewable energy
KW  - environmental parameters
KW  - multiple regression model
KW  - moth-flame optimization
KW  - parameter extraction
KW  - photovoltaic model
KW  - double flames generation (DFG) strategy
KW  - Solar cell parameters
KW  - single-diode model
KW  - two-diode model
KW  - COA
KW  - photovoltaic systems
KW  - maximum power point tracking
KW  - single stage grid connected systems
KW  - solar concentrator
KW  - spectral beam splitting
KW  - diffractive optical element
KW  - diffractive grating
KW  - PVs power output forecasting
KW  - adaptive neuro-fuzzy inference systems
KW  - particle swarm optimization-artificial neural networks
KW  - solar irradiation
KW  - photovoltaic power prediction
KW  - publicly available weather reports
KW  - machine learning
KW  - long short-term memory
KW  - integrated energy systems
KW  - smart energy management
KW  - PV fleet
KW  - clustering-based PV fault detection
KW  - unsupervised learning
KW  - self-imputation
KW  - implicit model solution
KW  - photovoltaic array
KW  - series-parallel
KW  - global optimization
KW  - partial shading
KW  - deterministic optimization algorithm
KW  - metaheuristic optimization algorithm
KW  - genetic algorithm
KW  - solar cell optimization
KW  - finite difference time domain
KW  - optical modelling
KW  - thermal image
KW  - photovoltaic module
KW  - hot spot
KW  - image processing
KW  - deterioration
KW  - linear approximation
KW  - MPPT algorithm
KW  - duty cycle
KW  - global horizontal irradiance
KW  - mathematical modeling
KW  - feed-forward neural networks
KW  - recurrent neural networks
KW  - LSTM cell
KW  - performances evaluation
KW  - clear sky irradiance
KW  - persistent predictor
KW  - photovoltaics
KW  - artificial neural networks
KW  - national power system
N1  - Open Access
N2  - 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
UR  - https://mdpi.com/books/pdfview/book/2934
UR  - https://directory.doabooks.org/handle/20.500.12854/69162
ER  -