Stefan Meisenbacher

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Electric Vehicles

Top Venues

BuildSys@SenSys

WIREs Data Mining Knowl. Discov.

Publications

Kaleb Phipps, Stefan Meisenbacher, Benedikt Heidrich, Marian Turowski, Ralf Mikut, Veit Hagenmeyer
Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation. e-Energy (2023)
Stefan Meisenbacher, Benedikt Heidrich, Tim Martin, Ralf Mikut, Veit Hagenmeyer
AutoPV: Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models. e-Energy (2023)
Johannes Galenzowski, Simon Waczowicz, Stefan Meisenbacher, Ralf Mikut, Veit Hagenmeyer
A Real-World District Community Platform as a Cyber-Physical-Social Infrastructure Systems in the Energy Domain. BuildSys@SenSys (2023)
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut
Review of automated time series forecasting pipelines. WIREs Data Mining Knowl. Discov. 12 (6) (2022)
Stefan Meisenbacher, Benedikt Heidrich, Tim Martin, Ralf Mikut, Veit Hagenmeyer
AutoPV: Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models. CoRR (2022)
Moritz Frahm, Stefan Meisenbacher, Elena Klumpp, Ralf Mikut, Jörg Matthes, Veit Hagenmeyer
Multi-zone grey-box thermal building identification with real occupants. BuildSys@SenSys (2022)
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut
Review of automated time series forecasting pipelines. CoRR (2022)
Stefan Meisenbacher, Karl Schwenk, Johannes Galenzowski, Simon Waczowicz, Ralf Mikut, Veit Hagenmeyer
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. e-Energy (2021)
Benedikt Heidrich, Andreas Bartschat, Marian Turowski, Oliver Neumann, Kaleb Phipps, Stefan Meisenbacher, Kai Schmieder, Nicole Ludwig, Ralf Mikut, Veit Hagenmeyer
pyWATTS: Python Workflow Automation Tool for Time Series. CoRR (2021)
Stefan Meisenbacher, Janik Pinter, Tim Martin, Veit Hagenmeyer, Ralf Mikut
Concepts for Automated Machine Learning in Smart Grid Applications. CoRR (2021)
Karl Schwenk, Stefan Meisenbacher, Benjamin Briegel, Tim Harr, Veit Hagenmeyer, Ralf Mikut
Integrating Battery Aging in the Optimization for Bidirectional Charging of Electric Vehicles. IEEE Trans. Smart Grid 12 (6) (2021)