Fixed-term tenure-track assistant professor
Interuniversity Department of Regional and Urban Studies and Planning (DIST)
- Member of Interdepartmental Center Ec-L - Energy Center Lab
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Edile. Componente invitato
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica (ETF). Componente invitato
- Collegio di Ingegneria Gestionale e della Produzione. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
- Collegio di Pianificazione e Progettazione. Componente
Teachings
PhD
- IoT platforms for spatial analytics in smart energy systems. A.A. 2023/24, URBAN AND REGIONAL DEVELOPMENT. Teaching assistant
- IoT platforms for spatial analytics in smart energy systems. A.A. 2022/23, URBAN AND REGIONAL DEVELOPMENT. Main teacher
- IoT platforms for spatial analytics in smart energy systems. A.A. 2021/22, URBAN AND REGIONAL DEVELOPMENT. Main teacher
- IoT platforms for spatial analytics in smart energy systems. A.A. 2020/21, URBAN AND REGIONAL DEVELOPMENT. Main teacher
- IoT platforms for spatial analytics in smart energy systems. A.A. 2019/20, URBAN AND REGIONAL DEVELOPMENT. Teaching assistant
Master of Science
- IoT and Cloud for sustainable communities. A.A. 2023/24, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- ICT in building design. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Knowledge of the built heritage in the era of the climate changes. A.A. 2023/24, INGEGNERIA EDILE. Collaboratore del corso
- ICT in building design. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Knowledge of the built heritage in the era of the climate changes. A.A. 2022/23, INGEGNERIA EDILE. Collaboratore del corso
- IoT and Cloud for sustainable communities. A.A. 2022/23, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- ICT in building design. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Knowledge of the built heritage in the era of the climate changes. A.A. 2021/22, INGEGNERIA EDILE. Collaboratore del corso
- ICT in building design. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Knowledge of the built heritage in the era of the climate changes. A.A. 2020/21, INGEGNERIA EDILE. Collaboratore del corso
- ICT in building design. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
- Informatica. A.A. 2023/24, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
- Informatica. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2018/19, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research projects
Projects funded by competitive calls
- DTF4EA - Digital Twin Factory for energy assessment, (2021-2022) - Responsabile Scientifico
Corporate-funded and donor-funded research - BDFA - Building digitalization forenergy assessment, (2020-2021) - Responsabile Scientifico
Corporate-funded and donor-funded research
Projects funded by commercial contracts
- Studio e sviluppo di algoritmi di LLMs (Large language Models) specializzati nel task ti text to SQL, (2024-2025) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Andrea Bellagarda. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Investigation of innovative IoT technologies for complex manufacturing process modelling and optimization
Life sciences Life sciences
Publications
Latest publications View all publications in Porto@Iris
- Solinas, Francesco M.; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo (2024)
An online reinforcement learning approach for HVAC control. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 238, Part A. ISSN 0957-4174
Contributo su Rivista - Eiraudo, Simone; Schiera, Daniele Salvatore; Mascali, Lorenzo; Barbierato, Luca; ... (2023)
Neural network-based energy signatures for non-intrusive energy audit of buildings: Methodological approach and a real-world application. In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS, vol. 36. ISSN 2352-4677
Contributo su Rivista - Bellagarda, Andrea; Grassi, Donato; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, ... (2023)
Effectiveness of neural networks and transfer learning to forecast photovoltaic power production. In: APPLIED SOFT COMPUTING, vol. 149, part A. ISSN 1568-4946
Contributo su Rivista - Mascali, Lorenzo; Schiera, DANIELE SALVATORE; Eiraudo, Simone; Barbierato, Luca; ... (2023)
A Machine Learning-based Anomaly Detection Framework for Building Electricity Consumption Data. In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS, vol. 36. ISSN 2352-4677
Contributo su Rivista - Minuto, Francesco Demetrio; Lazzeroni, Paolo; Borchiellini, Romano; Olivero, Sergio; ... (2021)
Modeling technology retrofit scenarios for the conversion of condominium into an energy community: An Italian case study. In: JOURNAL OF CLEANER PRODUCTION, vol. 282. ISSN 0959-6526
Contributo su Rivista