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Benedikt Heidrich

mercedes-benz tech innovation

7H-index
29Paper Count
150Citation Count
Published Papers 7
Publication Date
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Decision-focused fine-tuning of time series foundation models for dispatchable feeder optimization
errEnergy and AI
IF9.6
err2025-06-25
err0
errOAAI
errMaximilian Beichter; Nils Friederich; Janik Pinter; Dorina Werling; Kaleb Phipps; Sebastian Beichter; Oliver Neumann; Ralf Mikut; Veit Hagenmeyer; Benedikt Heidrich
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errSave
Generating synthetic energy time series: A review☆
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2024-12-01
err0
errOAAI
errTurowski, M.; Heidrich, B.; Weingaertner, L.; Springer, L.; Phipps, K.; Schaefer, B.; Mikut, R.; Hagenmeyer, V.
errShare
errSave
Generating probabilistic forecasts from arbitrary point forecasts using a conditional invertible neural network
errAPPLIED INTELLIGENCE
IF3.5
err2024-05-13
err0
errOAAI
errPhipps, Kaleb; Heidrich, Benedikt; Turowski, Marian; Wittig, Moritz; Mikut, Ralf; Hagenmeyer, Veit
errShare
errSave
Automating Value-Oriented Forecast Model Selection by Meta-learning: Application on a Dispatchable Feeder
errENERGY INFORMATICS, EI.A 2023, PT I
IF0
err2023-12-02
err0
errOAAI
errWerling, Dorina; Beichter, Maximilian; Heidrich, Benedikt; Phipps, Kaleb; Mikut, Ralf; Hagenmeyer, Veit
errShare
errSave
The Impact of Forecast Characteristics on the Forecast Value for the Dispatchable Feeder
errE-ENERGY '23 COMPANION-PROCEEDINGS OF THE 2023 THE 14TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS
IF0
err2023-06-28
err3
PREAI
errWerling, Dorina; Beichter, Maximilian; Heidrich, Benedikt; Phipps, Kaleb; Mikut, Ralf; Hagenmeyer, Veit
errShare
errSave
Controlling non-stationarity and periodicities in time series generation using conditional invertible neural networks
errAPPLIED INTELLIGENCE
IF3.5
err2022-08-03
err10
errOAAI
errHeidrich, Benedikt; Turowski, Marian; Phipps, Kaleb; Schmieder, Kai; Suess, Wolfgang; Mikut, Ralf; Hagenmeyer, Veit
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errSave
Towards Line-Restricted Dispatchable Feeders using Probabilistic Forecasts for PV-Dominated Low-Voltage Distribution Grids
errproceedings of the
IF0
err2022-06-28
err4
errOAAI
errWerling, Dorina; Heidrich, Benedikt; Cakmak, Huseyin K.; Hagenmeyer, Veit
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
R
Ralf Mikut
H-index: 42 · Papers: 630
V
Veit Hagenmeyer
H-index: 34 · Papers: 599
H
Hüseyin Çakmak
H-index: 20 · Papers: 189
K
Kaleb Phipps
H-index: 10 · Papers: 49
O
Oliver Neumann
H-index: 9 · Papers: 32
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