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Benedikt Heidrich

Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators

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Sep 29, 2024
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Transformer Training Strategies for Forecasting Multiple Load Time Series

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Jun 19, 2023
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ProbPNN: Enhancing Deep Probabilistic Forecasting with Statistical Information

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Feb 06, 2023
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Creating Probabilistic Forecasts from Arbitrary Deterministic Forecasts using Conditional Invertible Neural Networks

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Feb 03, 2023
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AutoPV: Automated photovoltaic forecasts with limited information using an ensemble of pre-trained models

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Dec 13, 2022
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Smart Data Representations: Impact on the Accuracy of Deep Neural Networks

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Nov 17, 2021
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pyWATTS: Python Workflow Automation Tool for Time Series

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Jun 18, 2021
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