RESEARCH INITIATIVES SUPPORTED BY DENERG OR BAEDA lab
Research initiatives promoted by BAEDA Lab
Open-data 4 PoliTo
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Census of the monitoring infrastructure installed at PoliTo and development of an open energy information dashboard Status: ongoing People involved: Capozzoli Alfonso, Chiosa Roberto, Piscitelli Marco Savino,
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| “The goal is to turn data into information, and information into insight.” – C. Fiorina |
Implementation of RL control algorithms in real buildings
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Implementation of RL algorithms for the control of HVAC systems in office buildings. Status: ongoing In collaboration with: Enerbrain s.r.l. |
| "Properly used, positive reinforcement is extremely powerful." - B. F. Skinner |
Harnessing the power of Artificial intelligence and IoT
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Development of EIS tools for extracting knowledge from IoT devices in HVAC systems to enhance energy awareness and management in buildings. Status: ongoing In collaboration with: BELIMO Italia S.r.l. |
| “The internet is no longer a web that we connect to. Instead, it’s a computerized, networked, and interconnected world that we live in. This is the future, and what we’re calling the Internet of Things.” – B. Schneier |
Energy data analytics for everyone
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Development of an open dashboard (conceived for students) that embeds data analytics techniques for conducting advanced energy analysis. Status: ongoing People involved: Chiosa Roberto
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| “If you torture the data long enough, it will confess.”― R. H. Coase |
Multicriteria evaluation for the optimization of building energy problems
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Development of multi-criteria decision making methodologies for the design and optimization of building energy systems. The approach considers the effects of the uncertainties on the problem together with different economic and/or sustainability objectives. Status: ongoing In collaboration with: MAHTEP Lab Publications: Pinto et al., 2019, Pinto et al., 2020, Lerede et al., 2021 |
Extracting knowledge from energy performance certificates (EPCs) of buildings
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Development data analytics-based methodologies for the robust and systematic extraction of knowledge from EPCs databases to support public authorities in the decision making process. Status: ongoing In collaboration with: prof. Cerquitelli Tania Publications: Di Corso et al., 2017; Attanasio et al., 2019, Cerquitelli et al., 2019, Cerquitelli et al., 2020 |
COL.LAB: Collaborative network of Labs promoting research on intelligent buildings and AI
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Promote a network of Labs, around the world, sharing common interest on intelligent buildings and application of AI to support the transition to novel paradigms of energy management in smart grids. Status: ongoing In collaboration with: Dr. Fan Cheng |
| "No man is an island, entire of itself; every man is a piece of the continent, a part of the main" - J. Donne |
Projects co-funded by Energy Department of Politecnico di Torino involving BAEDA Lab
Health, wellness and indoor enviromental quality laboratory - H-IEQ
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H-IEQ is a research project co-funded by the Energy Department of Politecnico di Torino. The main objective of the project is the design of a laboratory for the analysis and control of the quality of the internal environment and energy consumption in relation to the use of innovative components of the casing, system and regulation Status: ongoing Project coordinator: prof. Pellegrino Anna |
