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Stefan Meisenbacher

Observed name: Meisenbacher, Stefan
Observed institution: Karlsruhe Institute of Technology
ORCID: 0000-0002-9320-5341
Observed ORCID: 0000-0002-9320-5341
OpenAlex ID: A5073745910
Integrating Battery Aging in the Optimization for Bidirectional Charging of Electric Vehicles
2021 · Karl Schwenk, Stefan Meisenbacher, et al. · IEEE Transactions on Smart Grid · 89
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Review of automated time series forecasting pipelines
2022 · Stefan Meisenbacher, Marian Turowski, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 81
A Lightweight User Interface for Smart Charging of Electric Vehicles: A Real-World Application
2021 · Stefan Meisenbacher, Karl Schwenk, et al. · International Conference on Smart Grid and Clean Energy Technologies · 14
AutoPV: Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models
2023 · Stefan Meisenbacher, Benedikt Heidrich, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 13
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pyWATTS: Python Workflow Automation Tool for Time Series
2021 · Heidrich, Benedikt, Bartschat, Andreas, et al. · arXiv (Cornell University) · 9
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Smart Charging of Electric Vehicles with Cloud-based Optimization and a Lightweight User Interface
2021 · Stefan Meisenbacher, Karl Schwenk, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 6
Development and Validation of Grey-Box Multi-Zone Thermal Building Models
2022 · Moritz Frahm, Elena Klumpp, et al. · Proceedings of BauSIM · 5
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Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation
2023 · Kaleb Phipps, Stefan Meisenbacher, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 4
Multi-zone grey-box thermal building identification with real occupants
2022 · Moritz Frahm, Stefan Meisenbacher, et al. · ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) · 4
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AutoPQ: Automating quantile estimation from point forecasts in the context of sustainability
2025 · Stefan Meisenbacher, Kaleb Phipps, et al. · Applied Energy · 2
A Real-World District Community Platform as a Cyber-Physical-Social Infrastructure Systems in the Energy Domain
2023 · Johannes Galenzowski, Simon Waczowicz, et al. · ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) · 2
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AutoWP: Automated wind power forecasts with limited computing resources using an ensemble of diverse wind power curves
2024 · Stefan Meisenbacher, Silas Selzer, et al. · 1
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Concepts for Automated Machine Learning in Smart Grid Applications
2021 · Stefan Meisenbacher, Janik Pinter, et al. · 1
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On autoregressive deep learning models for day-ahead wind power forecasts with irregular shutdowns due to redispatching
2025 · Stefan Meisenbacher, Silas Aaron Selzer, et al. · at - Automatisierungstechnik
Reducing Imbalance Energy by Spatial Balance Area Forecasting
2025 · Jonathan Kolar, Matthias Hertel, et al.
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Correction to: Automation Level Taxonomy for Time Series Forecasting Services: Guideline for Real-World Smart Grid Applications
2025 · Stefan Meisenbacher, Johannes Galenzowski, et al. · Lecture notes in computer science
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On autoregressive deep learning models for day-ahead wind power forecasting with irregular shutdowns due to redispatching
2024 · Meisenbacher, Stefan, Selzer, Silas Aaron, et al. · arXiv (Cornell University)
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AutoPQ: Automating Quantile estimation from Point forecasts in the context of sustainability
2024 · Meisenbacher, Stefan, Phipps, Kaleb, et al. · arXiv (Cornell University)
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Automation Level Taxonomy for Time Series Forecasting Services: Guideline for Real-World Smart Grid Applications
2024 · Stefan Meisenbacher, Johannes Galenzowski, et al. · Lecture notes in computer science
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Works count: 31
Citation count: 232
H-index: 6
I10-index: 4
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