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Stefan Meisenbacher
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Integrating battery aging in the optimization for bidirectional charging of electric vehicles
K Schwenk, S Meisenbacher, B Briegel, T Harr, V Hagenmeyer, R Mikut
IEEE Transactions on Smart Grid 12 (6), 5135-5145, 2021
532021
Review of automated time series forecasting pipelines
S Meisenbacher, M Turowski, K Phipps, M Rätz, D Müller, V Hagenmeyer, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (6 …, 2022
382022
pyWATTS: Python workflow automation tool for time series
B Heidrich, A Bartschat, M Turowski, O Neumann, K Phipps, ...
arXiv preprint arXiv:2106.10157, 2021
232021
A lightweight user interface for smart charging of electric vehicles: A real-world application
S Meisenbacher, K Schwenk, J Galenzowski, S Waczowicz, R Mikut, ...
2021 9th International Conference on Smart Grid and Clean Energy …, 2021
102021
Smart charging of electric vehicles with cloud-based optimization and a lightweight user interface: A real-world application in the energy lab 2.0: Poster
S Meisenbacher, K Schwenk, J Galenzowski, S Waczowicz, R Mikut, ...
Proceedings of the Twelfth ACM International Conference on Future Energy …, 2021
82021
AutoPV: Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models
S Meisenbacher, B Heidrich, T Martin, R Mikut, V Hagenmeyer
Proceedings of the 14th ACM International Conference on Future Energy …, 2023
52023
Multi-zone grey-box thermal building identification with real occupants
M Frahm, S Meisenbacher, E Klumpp, R Mikut, J Matthes, V Hagenmeyer
Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022
42022
Development and validation of grey-box multi-zone thermal building models
M Frahm, E Klumpp, S Meisenbacher, J Matthes, R Mikut, V Hagenmeyer
BauSIM2022-9. Deutsch-Österreichische IBPSA-Konferenz: Tagungsband, 2022
42022
Concepts for automated machine learning in smart grid applications
S Meisenbacher, J Pinter, T Martin, V Hagenmeyer, R Mikut
Proceedings of the 31st Workshop on Computational Intelligence, Berlin, 25-26, 2021
42021
A real-world district community platform as a cyber-physical-social infrastructure systems in the energy domain
J Galenzowski, S Waczowicz, S Meisenbacher, R Mikut, V Hagenmeyer
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
12023
Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation
K Phipps, S Meisenbacher, B Heidrich, M Turowski, R Mikut, ...
Proceedings of the 14th ACM International Conference on Future Energy …, 2023
12023
Automating day-ahead forecasting of photovoltaic power generation: Model design, monitoring, and adaption
S Meisenbacher, T Martin, B Heidrich, R Mikut, V Hagenmeyer
ETG Congress 2023, 1-8, 2023
2023
Non-Sequential Machine Learning Pipelines with pyWATTS
B Heidrich, K Phipps, S Meisenbacher, M Turowski, O Neumann, R Mikut, ...
2023
Comparison of methods used for forecasting time series based on air quality data. Development of a tool for predicting PM10 air pollution concentration levels.
S Meisenbacher, M Turowski, K Phipps, M Rätz, D Müller, V Hagenmeyer, ...
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