Marco Castangia

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 36^th cycle (2020-2023)
Department of Control and Computer Engineering (DAUIN)

Machine learning techniques for the analysis of energy consumption and production

Tecniche di programmazione. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
Tecniche di programmazione. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
Tecniche di programmazione. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso

Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; ... (2023)
Transformer neural networks for interpretable flood forecasting. In: ENVIRONMENTAL MODELLING & SOFTWARE, vol. 160. ISSN 1364-8152
Contributo su Rivista
Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; ... (2023)
Clustering appliance operation modes with unsupervised deep learning techniques. In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, vol. 19, pp. 8196-8204. ISSN 1941-0050
Contributo su Rivista
Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Macii, Enrico; Patti, Edoardo; ... (2022)
Solar radiation forecasting with deep learning techniques integrating geostationary satellite images. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 116. ISSN 0952-1976
Contributo su Rivista
Castangia, Marco; Sappa, Riccardo; Girmay, Awet Abraha; Camarda, Christian; Macii, ... (2022)
Anomaly detection on household appliances based on variational autoencoders. In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS, vol. 32. ISSN 2352-4677
Contributo su Rivista
Castangia, Marco; Urbanelli, Angelica; Abraha Girmay, Awet; Camarda, Christian; Macii, ... (2022)
Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances. In: ENERGY INFORMATICS, vol. 5. ISSN 2520-8942
Contributo su Rivista

Method for anomaly detection in electric appliances, corresponding system and computer program product. national and international Patent
Inventors: Marco Castangia Edoardo Patti