A digital twin of a local energy system based on real smart meter data D Bayer, M Pruckner Energy Informatics 6 (1), 8, 2023 | 25 | 2023 |
Enhancing the performance of multi-agent reinforcement learning for controlling HVAC systems D Bayer, M Pruckner 2022 IEEE Conference on Technologies for Sustainability (SusTech), 187-194, 2022 | 14 | 2022 |
Modeling of Annual and Daily Electricity Demand of Retrofitted Heat Pumps based on Gas Smart Meter Data DR Bayer, M Pruckner Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 5 | 2023 |
Data-driven heat pump retrofit analysis in residential buildings: Carbon emission reductions and economic viability DR Bayer, M Pruckner Applied Energy 373, 123823, 2024 | 4 | 2024 |
Analyzing the Impact of Electric Vehicles on Local Energy Systems Using Digital Twins DR Bayer, M Pruckner 2024 Winter Simulation Conference (WSC), 738-749, 2024 | | 2024 |
Electricity Demand Forecasting in Future Grid States: A Digital Twin-Based Simulation Study DR Bayer, F Haag, M Pruckner, K Hopf 2024 9th International Conference on Smart and Sustainable Technologies …, 2024 | | 2024 |
Estimating the seasonal performance and electricity consumption of retrofitted heat pumps DR Bayer, M Pruckner Data-Centric Engineering 5, e39, 2024 | | 2024 |