TY - BOOK ID - 133647968 TI - Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications AU - Vitelli, Massimo AU - Costanzo, Luigi PY - 2020 PB - Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute DB - UniCat KW - History of engineering & technology 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 UR - https://www.unicat.be/uniCat?func=search&query=sysid:133647968 AB - 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. ER -