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PROTECT-90 dataset released for power system protection research

By PulseAugur Editorial · [2 sources] ·

Researchers have introduced PROTECT-90, a new dataset designed to facilitate the development and evaluation of data-driven methods for power system protection. This open dataset features 9,022 electromagnetic transient simulations of short-circuit events on a 90 kV topology, complete with synchronized voltage and current waveforms and detailed metadata. The dataset aims to provide a standardized and reproducible benchmark for the power systems community, addressing the current lack of such resources. AI

IMPACT Enables reproducible research and development of AI-driven methods for power system protection.

RANK_REASON The cluster describes the release of a new dataset for research purposes, specifically for power system protection.

Read on arXiv cs.LG →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

PROTECT-90 dataset released for power system protection research

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The cluster describes the release of a new dataset for research purposes, specifically for power system protection.
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COVERAGE [2]

  1. arXiv cs.LG TIER_1 English(EN) · Julian Oelhaf, Georg Kordowich, Christian Bergler, Andreas Maier, Johann J\"ager, Siming Bayer ·

    PROTECT-90: A Fault Dataset for Power System Protection

    arXiv:2606.24298v1 Announce Type: cross Abstract: The increasing interest in data-driven methods for power system protection is accompanied by a lack of standardized, publicly available high-voltage waveform datasets that enable transparent and reproducible evaluation. To address…

  2. arXiv cs.LG TIER_1 English(EN) · Siming Bayer ·

    PROTECT-90: A Fault Dataset for Power System Protection

    The increasing interest in data-driven methods for power system protection is accompanied by a lack of standardized, publicly available high-voltage waveform datasets that enable transparent and reproducible evaluation. To address this gap, this paper introduces the PROTECT-90 da…

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