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English(EN) PROTECT-90: A Fault Dataset for Power System Protection

发布PROTECT-90数据集,用于供电系统保护研究

研究人员发布了PROTECT-90,一个旨在促进数据驱动的供电系统保护方法开发和评估的新数据集。该开放数据集包含一个90 kV拓扑上的短路事件的9,022次电磁暂态仿真,并附带同步的电压和电流波形以及详细的元数据。该数据集旨在为供电系统社区提供一个标准化和可复现的基准,以解决当前此类资源缺乏的问题。 AI

影响 支持供电系统保护领域人工智能驱动方法的可复现研究和开发。

排序理由 该集群描述了一个用于研究目的的新数据集的发布,特别是用于供电系统保护。

在 arXiv cs.LG 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

发布PROTECT-90数据集,用于供电系统保护研究

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该集群描述了一个用于研究目的的新数据集的发布,特别是用于供电系统保护。
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报道来源 [2]

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

    PROTECT-90:面向电力系统保护的故障数据集

    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:电力系统保护的故障数据集

    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…