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GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA

Artificial Inteliges algorithms for optimizing heating and cooling energy consumption in buildings.

keywords ARTIFICIAL INTELLIGENCE, BUILDING PERFORMANCE SIMULATION, MACHINE LEARNING, REINFORCEMENT LEARNING, SMART CITIES, SMART GRID

Reference persons LORENZO BOTTACCIOLI

Research Groups DAUIN - GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA, ELECTRONIC DESIGN AUTOMATION - EDA, Energy Center Lab, GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA, ICT4SS - ICT FOR SMART SOCIETIES

Description Development and comparison of Artificial intelligence algorithms for the characterization and optimization of the energy consumption of heating and cooling of buildings.
In the characterization phase, the candidate will test and develop algorithms for learning the energy behaviour of buildings. In the optimization phase, the candidate will test and develop reinforcement learning algorithms for optimizing energy consumption.

Deadline 15/12/2024      PROPONI LA TUA CANDIDATURA