Stefan Meisenbacher

Orcid: 0000-0002-9320-5341

According to our database1, Stefan Meisenbacher authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Automation Level Taxonomy for Time Series Forecasting Services: Guideline for Real-World Smart Grid Applications.
Proceedings of the Energy Informatics - 4th Energy Informatics Academy Conference, 2024

2023
A Real-World District Community Platform as a Cyber-Physical-Social Infrastructure Systems in the Energy Domain.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

AutoPV: Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

2022
Review of automated time series forecasting pipelines.
WIREs Data Mining Knowl. Discov., 2022

Multi-zone grey-box thermal building identification with real occupants.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021
Integrating Battery Aging in the Optimization for Bidirectional Charging of Electric Vehicles.
IEEE Trans. Smart Grid, 2021

Concepts for Automated Machine Learning in Smart Grid Applications.
CoRR, 2021

pyWATTS: Python Workflow Automation Tool for Time Series.
CoRR, 2021

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.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021


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