21 citations · 44 across the 4 of their papers we have counts for
4 papers
Benchmarking Aggregation-Disaggregation Pipelines for Smart Charging of Electric Vehicles
Leo Strobel, Marco Pruckner
As the global energy landscape shifts towards renewable energy and the electrification of the transport and heating sectors, national energy systems will include more controllable…
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…
OMOD: An open-source tool for creating disaggregated mobility demand based on OpenStreetMap
Leo Strobel, Marco Pruckner
In this paper, we introduce the OpenStreetMap Mobility Demand Generator (OMOD), a new open-source activity-based mobility demand generation tool. OMOD creates a population of agent…
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…