Adjunct lecturer/Adjunct instructor
Publications
Latest publications View all publications in Porto@Iris
- Ghione, Giorgia (2026)
Deep Learning and Reinforcement Learning for Industrial Microgrid Energy Management. relatore: BARDELLA, PAOLO; BADAMI, MARCO; , 38. XXXVIII Ciclo, P.: 227
Doctoral Thesis - Ghione, G.; Randazzo, V.; Pasero, E.; Badami, M. (2025)
Comparison of LSTM-Based Models for the 6-Hour-Ahead and Day-Ahead Forecasting of Photovoltaic Power Generation. In: Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G., Singapore, Springer Nature, pp. 45-54. ISBN: 9789819609932
Contributo in Volume - Ghione, Giorgia; Randazzo, Vincenzo; Badami, Marco; Pasero, Eros (2024)
Optimizing Battery Storage Systems in Energy Microgrids: A Reinforcement Learning Approach Comparing Multiple Reward Functions. In: 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024, Politecnico di Milano - Polo Territoriale di Lecco, ita, 2024, pp. 642-646
Contributo in Atti di Convegno (Proceeding) - Di Nezio, G.; Di Benedetto, M.; Ghione, G.; Randazzo, V.; Solero, L. (2024)
Digital Twin Based Identification of Passive Parameters of Three-phase Boost Rectifier using a GRU Neural Network. In: 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024, Phoenix (USA), 20-24 October 2024, pp. 4431-4436. ISBN: 979-8-3503-7606-7
Contributo in Atti di Convegno (Proceeding) - Ghione, G.; Judge, M. A.; Badami, M.; Pasero, E.; Franzitta, V.; Cirrincione, G. (2024)
A Comparison of Univariate Methods for Day-Ahead Short-Term Load Forecasting. In: 22nd IEEE Mediterranean Electrotechnical Conference, MELECON 2024, Porto (Portugal), 25-27 June 2024, pp. 662-667. ISSN 2158-8481. ISBN: 979-8-3503-8702-5
Contributo in Atti di Convegno (Proceeding)