I am an Energy and Nuclear Engineer, PhD Student at BAEDA Lab at the Department of Energy of Politecnico di Torino.
I am actually involved in projects dealing with advanced data analytics of building energy data through Artifical Intelligence algorithms. My main focus is the creation and implementation of Automated Anomaly Detection and Diagnosis methods on buildings energy data.
Check my Publications
Chiosa, R., Piscitelli, M. S., Fan, C., & Capozzoli, A. (2022). Towards a self-tuned data analytics-based process for an automatic context-aware detection and diagnosis of anomalies in building energy consumption timeseries. Energy and Buildings, 270, 112302. https://doi.org/10.1016/j.enbuild.2022.112302.
C Fan; Y Lei; Y Sun; MS Piscitelli; R Chiosa; A Capozzoli; Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context. Energy, 122775, 2021 https://doi.org/10.1016/j.energy.2021.122775
Chiosa, R.; Piscitelli, M.S.; Capozzoli, A. A Data Analytics-Based Energy Information System (EIS) Tool to Perform Meter-Level Anomaly Detection and Diagnosis in Buildings. Energies 2021, 14, 237. https://doi.org/10.3390/en14010237