2022 PHM Conference Data Challenge (Rock Drill Fault Diagnosis) · MuxHub Atlas

2022 PHM Conference Data Challenge (Rock Drill Fault Diagnosis) 核心 · 已核验

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液压凿岩机故障分类挑战(Epiroc 台架):压力信号 11 类分类,训练与验证覆盖不同凿岩机配置。设备类型词表候选:rock_drill(暂置 other)

本卡描述如含来自官方页的原文片段,其版权归原作者,不在本站 CC-BY 4.0 许可范围(见关于与许可)。

落地页: https://data.phmsociety.org/2022-phm-conference-data-challenge/
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。
发布年份: 2022
设备类型: rock_drill
PHM 任务: fault_diagnosis

故障工况

传感器

运行工况

关联论文(8 篇)

仅表示这篇论文与本数据集在文献网络中相邻, 不代表该论文确实使用了本数据集。

Dataset for Fault Classification in Rock Drills, a Fast Oscillating Hydraulic System 2022 · 首发该数据集
Machine Learning Approaches for Diagnostics and Prognostics of Industrial Systems Using Open Source Data from PHM Data Challenges 2024 · 综述收录
Machine Learning Approaches for Diagnostics and Prognostics of Industrial Systems Using Open Source Data from PHM Data Challenges: A Review 2023 · 综述收录
LLMs as Pre-trained Models for Time-Series Applications in PHM 2025 · 候选引用(未核验)
Overview and Analysis of Publicly Available Degradation Data Sets for Tasks within Prognostics and Health Management 2025 · 候选引用(未核验)
Hydraulic Rock Drill Fault Classification Using X−Vectors 2023 · 用于方法验证
Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill 2023 · 用于方法验证
Novel Ensemble Domain Adaptation Methodology for Enhanced Multi-class Fault Diagnosis of Highly-Connected Fleet of Assets 2023 · 用于方法验证

溯源(8 条)