Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications
| Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications |
| Autore | Vitelli Massimo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (280 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
adaptive neuro-fuzzy inference systems
ANFIS artificial neural network artificial neural networks clear sky irradiance clustering-based PV fault detection COA complex network analysis data fusion deterioration deterministic optimization algorithm diffractive grating diffractive optical element double flames generation (DFG) strategy duty cycle environmental parameters fault prognosis feed-forward neural networks finite difference time domain genetic algorithm global horizontal irradiance global optimization gradient descent hot spot image processing implicit model solution integrated energy systems linear approximation long short-term memory LSTM cell machine learning mathematical modeling maximum power point tracking metaheuristic optimization algorithm moth-flame optimization MPPT algorithm multiple regression model national power system optical modelling parameter extraction partial shading particle swarm optimization-artificial neural networks performances evaluation persistent predictor photovoltaic array photovoltaic model photovoltaic module photovoltaic plants photovoltaic power prediction photovoltaic system photovoltaic systems photovoltaics publicly available weather reports PV fleet PV power prediction PVs power output forecasting recurrent neural networks renewable energy self-imputation sensor network series-parallel single stage grid connected systems single-diode model smart energy management solar cell optimization Solar cell parameters solar concentrator solar irradiation spectral beam splitting statistical method sustainable development thermal image two-diode model unsupervised learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557297703321 |
Vitelli Massimo
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Lo trovi qui: Univ. Federico II | ||
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Solar Radiation, Modelling and Remote Sensing / Dimitris Kaskaoutis, Jesús Polo
| Solar Radiation, Modelling and Remote Sensing / Dimitris Kaskaoutis, Jesús Polo |
| Autore | Kaskaoutis Dimitris |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (230 p.) |
| Soggetto non controllato |
PAR
motion vector field radiative transfer global horizontal irradiance evapotranspiration HRV Kato bands understory light condition California Delta validation aerosol impact remote sensing solar radiation nowcasting India cloud categories Clouds and the Earth Radiant Energy System (CERES) brightness temperature Himawari-8/Advanced Meteorological Imager (Himawari-8/AHI) water vapor clear sky index water resource management broadband albedo at the top of the atmosphere (TOA albedo) data fusion solar energy shortwave radiation AMESIS satellite-derived dataset insolation solar variability subcanopy light regime clustering analysis solar energy systems forest canopy radiance MSG GOES satellites radiation model solar radiation trends clear sky downward shortwave radiation reflected shortwave radiation at the top of the atmosphere (RSR) SEVIRI photosynthetically active radiation surface solar radiation solar irradiance earth observation high turbidity Geostationary Korea Multi-Purse Satellite/Advanced Meteorological Imager (GK-2A/AMI) Solis scheme solar radiation forecasting surface energy balance light attenuation |
| ISBN |
9783039210053
303921005X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346667903321 |
Kaskaoutis Dimitris
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Lo trovi qui: Univ. Federico II | ||
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