Giacomo Capizzi
Giacomo Capizzi
Ricercatore Universitario elettrotecnica, Università di Catania
Verified email at diees.unict.it
TitleCited byYear
Innovative second-generation wavelets construction with recurrent neural networks for solar radiation forecasting
G Capizzi, C Napoli, F Bonanno
IEEE Transactions on neural networks and learning systems 23 (11), 1805-1815, 2012
1212012
A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module
F Bonanno, G Capizzi, G Graditi, C Napoli, GM Tina
Applied Energy 97, 956-961, 2012
1152012
Recurrent neural network-based modeling and simulation of lead-acid batteries charge–discharge
G Capizzi, F Bonanno, GM Tina
IEEE Transactions on Energy Conversion 26 (2), 435-443, 2011
472011
Recurrent neural network-based control strategy for battery energy storage in generation systems with intermittent renewable energy sources
G Capizzi, F Bonanno, C Napoli
2011 International Conference on Clean Electrical Power (ICCEP), 336-340, 2011
322011
Automatic classification of fruit defects based on co-occurrence matrix and neural networks
G Capizzi, GL Sciuto, C Napoli, E Tramontana, M Wo¼niak
2015 Federated Conference on Computer Science and Information Systems …, 2015
312015
A wavelet based prediction of wind and solar energy for long-term simulation of integrated generation systems
G Capizzi, F Bonanno, C Napoli
SPEEDAM 2010, 586-592, 2010
312010
Advanced and adaptive dispatch for smart grids by means of predictive models
G Capizzi, GL Sciuto, C Napoli, E Tramontana
IEEE Transactions on Smart Grid 9 (6), 6684-6691, 2017
282017
A cascade neural network architecture investigating surface plasmon polaritons propagation for thin metals in openmp
F Bonanno, G Capizzi, GL Sciuto, C Napoli, G Pappalardo, E Tramontana
International Conference on Artificial Intelligence and Soft Computing, 22-33, 2014
282014
A novel cloud-distributed toolbox for optimal energy dispatch management from renewables in igss by using wrnn predictors and gpu parallel solutions
F Bonanno, G Capizzi, GL Sciuto, C Napoli, G Pappalardo, E Tramontana
2014 International Symposium on Power Electronics, Electrical Drives …, 2014
272014
A neuro wavelet-based approach for short-term load forecasting in integrated generation systems
F Bonanno, G Capizzi, GL Sciuto
2013 International Conference on Clean Electrical Power (ICCEP), 772-776, 2013
272013
Optimal management of various renewable energy sources by a new forecasting method
F Bonanno, G Capizzi, A Gagliano, C Napoli
International Symposium on Power Electronics Power Electronics, Electrical …, 2012
272012
Hybrid neural networks architectures for SOC and voltage prediction of new generation batteries storage
G Capizzi, F Bonanno, C Napoli
2011 International Conference on Clean Electrical Power (ICCEP), 341-344, 2011
272011
A multiscale image compressor with rbfnn and discrete wavelet decomposition
M Wozniak, C Napoli, E Tramontana, G Capizzi, GL Sciuto, RK Nowicki, ...
2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015
262015
Optimal thicknesses determination in a multilayer structure to improve the SPP efficiency for photovoltaic devices by an hybrid FEM—cascade neural network based approach
F Bonanno, G Capizzi, S Coco, C Napoli, A Laudani, GL Sciuto
2014 International Symposium on Power Electronics, Electrical Drives …, 2014
262014
An innovative hybrid neuro-wavelet method for reconstruction of missing data in astronomical photometric surveys
G Capizzi, C Napoli, L Paternò
International Conference on Artificial Intelligence and Soft Computing, 21-29, 2012
252012
An hybrid neuro-wavelet approach for long-term prediction of solar wind
C Napoli, F Bonanno, G Capizzi
Proceedings of the International Astronomical Union 6 (S274), 153-155, 2010
252010
Long-term operation optimization of integrated generation systems by fuzzy logic-based management
G Capizzi, G Tina
Energy 32 (7), 1047-1054, 2007
252007
Some remarks on the application of rnn and prnn for the charge-discharge simulation of advanced lithium-ions battery energy storage
F Bonanno, G Capizzi, C Napoli
International Symposium on Power Electronics Power Electronics, Electrical …, 2012
242012
A new design methodology to predict wind farm energy production by means of a spiking neural network–based system
S Brusca, G Capizzi, G Lo Sciuto, G Susi
Int. J. Numer. Model. Electron. Netw. Devices Fields, 2017
222017
Exploiting solar wind time series correlation with magnetospheric response by using an hybrid neuro-wavelet approach
C Napoli, F Bonanno, G Capizzi
Proceedings of the International Astronomical Union 6 (S274), 156-158, 2010
222010
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