Automatic Differentiation of Variable and Fixed Speed Heat Pumps With Smart Meter Data T Brudermueller, F Wirth, A Weigert, T Staake 2022 IEEE International Conference on Communications, Control, and Computing …, 2022 | 3 | 2022 |
Making logic learnable with neural networks T Brudermueller, DL Shung, AJ Stanley, J Stegmaier, S Krishnaswamy arXiv preprint arXiv:2002.03847, 2020 | 3 | 2020 |
Large-scale monitoring of residential heat pump cycling using smart meter data T Brudermueller, M Kreft, E Fleisch, T Staake Applied Energy 350, 121734, 2023 | 2 | 2023 |
Smart Meter Data Analytics: Practical Use-Cases and Best Practices of Machine Learning Applications for Energy Data in the Residential Sector T Brudermueller, M Kreft ICLR 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 | 1 | 2023 |
Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data T Brudermueller, F Breer, T Staake Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | | 2023 |