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Giuseppe Pinto
Giuseppe Pinto
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Titel
Zitiert von
Zitiert von
Jahr
Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives
G Pinto, Z Wang, A Roy, T Hong, A Capozzoli
Advances in Applied Energy 5, 100084, 2022
1492022
Coordinated energy management for a cluster of buildings through deep reinforcement learning
G Pinto, MS Piscitelli, JR Vázquez-Canteli, Z Nagy, A Capozzoli
Energy 229, 120725, 2021
732021
Data-driven district energy management with surrogate models and deep reinforcement learning
G Pinto, D Deltetto, A Capozzoli
Applied Energy 304, 117642, 2021
632021
Ten questions concerning reinforcement learning for building energy management
Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ...
Building and Environment 241, 110435, 2023
252023
Exploring the potentialities of deep reinforcement learning for incentive-based demand response in a cluster of small commercial buildings
D Deltetto, D Coraci, G Pinto, MS Piscitelli, A Capozzoli
Energies 14 (10), 2933, 2021
252021
Enhancing energy management in grid-interactive buildings: A comparison among cooperative and coordinated architectures
G Pinto, A Kathirgamanathan, E Mangina, DP Finn, A Capozzoli
Applied Energy 310, 118497, 2022
232022
Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics
G Pinto, R Messina, H Li, T Hong, MS Piscitelli, A Capozzoli
Energy and Buildings 276, 112530, 2022
182022
Optimization and multicriteria evaluation of carbon-neutral technologies for district heating
G Pinto, E Abdollahi, A Capozzoli, L Savoldi, R Lahdelma
Energies 12 (9), 1653, 2019
152019
Application of a Stochastic Multicriteria Acceptability Analysis to support decision-making within a macro-scale energy model: Case study of the electrification of the road …
D Lerede, G Pinto, M Saccone, C Bustreo, A Capozzoli, L Savoldi
Energy 236, 121444, 2021
82021
Towards Coordinated Energy Management in Buildings via Deep Reinforcement Learning
G Pinto, S Brandi, A Capozzoli, J Vázquez-Canteli, Z Nagy
Proceedings of the 15th SDEWES Conference, Cologne, Germany, 1-5, 2020
42020
Optimization and multicriteria evaluation of carbon-neutral heat-only production technologies for district heating in Turin
G Pinto
Politecnico di Torino, 2019
12019
Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset
H Li, G Pinto, MS Piscitelli, A Capozzoli, T Hong
Engineering Applications of Artificial Intelligence 130, 107701, 2024
2024
CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities
K Nweye, K Kaspar, G Buscemi, G Pinto, H Li, T Hong, M Ouf, A Capozzoli, ...
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
2023
Scaling energy management in buildings with artificial intelligence
G Pinto
Politecnico di Torino, 2023
2023
Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat dataset
H Li, G Pinto, A Capozzoli, T Hong
Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022
2022
Implementation of an adaptive control strategy to regulate heating systems in residential building
D Borello
Politecnico di Torino, 2020
2020
Adaptive Control Strategies for enhancing energy efficiency and comfort in buildings
D Coraci
Politecnico di Torino, 2020
2020
The Impact of Stakeholder Preferences in Multicriteria Evaluation for the Retrofitting of Office Buildings in Italy
G Pinto, A Capozzoli, MS Piscitelli, L Savoldi
Sustainability in Energy and Buildings: Proceedings of SEB 2019, 581-591, 2020
2020
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