15 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.CY2023★ 5 cited
Modeling of Annual and Daily Electricity Demand of Retrofitted Heat Pumps based on Gas Smart Meter Data
Daniel R. Bayer, Marco Pruckner
Currently, gas furnaces are common heating systems in Europe. Due to the efforts for decarbonizing the complete energy sector, heat pumps should continuously replace existing gas f…
cs.MA2023★ 15 cited
Enhancing the Performance of Multi-Agent Reinforcement Learning for Controlling HVAC Systems
Daniel Bayer, Marco Pruckner
Systems for heating, ventilation and air-conditioning (HVAC) of buildings are traditionally controlled by a rule-based approach. In order to reduce the energy consumption and the e…