Antonello Rosato

Pubblicazioni

Titolo Pubblicato in Anno
Prediction of photovoltaic time series by recurrent neural networks and genetic embedding 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings 2020
ADMM consensus for deep LSTM networks Proceedings of the International Joint Conference on Neural Networks 2020
Deep Neural Networks for Multivariate Prediction of Photovoltaic Power Time Series IEEE ACCESS 2020
A review of the enabling methodologies for knowledge discovery from smart grids data ENERGIES 2020
Deep Learning for local damage identification in large space structures via sensor-measured time responses Proceedings of the International Astronautical Congress, IAC 2020
A distributed algorithm for the cooperative prediction of power production in PV plants IEEE TRANSACTIONS ON ENERGY CONVERSION 2019
A neural network based prediction system of distributed generation for the management of microgrids IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS 2019
RETI NEURALI QUANTISTICHE RANDOM VECTOR FUNCTIONAL-LINK Memorie ET2019 2019
DEEP LEARNING PER IL CONTROLLO PREDITTIVO NELLA GESTIONE DELLE RISORSE ENERGETICHE DISTRIBUITE Memorie ET2019 2019
A training procedure for quantum random vector functional-link networks ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2019
2-D convolutional deep neural network for multivariate energy time series prediction Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 2019
Predictive analysis of photovoltaic power generation using deep learning Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019 2019
A fuzzy neural network approach to quality assessment of water reservoirs Progress in Electromagnetics Research Symposium 2019
Decentralized prediction of electrical time series in smart grids using long short-term memory neural networks Progress in Electromagnetics Research Symposium 2019
Multivariate prediction of PM10 concentration by LSTM neural networks 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings 2019
Multivariate prediction in photovoltaic power plants by a stacked deep neural network 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings 2019
Apprendimento sparso di reti neurofuzzy Memorie ET2018 2018
Apprendimento on-line di reti neurali su architetture a precisione numerica finita Memorie ET2018 2018
On-line learning of RVFL neural networks on finite precision hardware Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 2018) 2018
A smart grid in Ponza island: battery energy storage management by echo state neural network Proc. of IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (IEEE EEEIC / I&CPS Europe 2018) 2018

Progetti di Ricerca

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