ArcSafe-60 核心 · 已核验

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"The ArcSafe-60 dataset is a meticulously curated experimental collection designed for series arc fault detection using low-frequency (60 Hz) current signals in residential electrical environments. Data acquisition was conducted on a multi-branch AC arc fault test platform incorporating representative household appliances such as microwave ovens, rice cookers, and air conditioners under both single-branch and multi-branch parallel configurations. The dataset comprises synchronized current waveforms sampled at 60 Hz using high-precision Hall-effect sensors with comprehensive preprocessing including band-pass filtering and normalization to ensure signal integrity. ArcSafe-60 offers a diverse range of normal and fault conditions, facilitating robust training, validation, and cross-domain transfer learning for arc fault detection models. By addressing practical hardware constraints and providing realistic low-sampling-rate measurements, ArcSafe-60 serves as a valuable benchmark for developing lightweight, reliable, and real-time arc fault detection methods applicable to smart grid and IoT-enabled edge devices."

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落地页

https://ieee-dataport.org/documents/arcsafe-60

国内可访问性

国内直连:可达 (2026-07-11 检测) 非直连:可达 (2026-07-11 检测)
「直连超时」表示检测窗口内未完成,系慢或不稳定证据,不构成封锁证据。

PHM 任务

fault_detection

传感器