Condition Monitoring of Hydraulic Systems (ZeMA, UCI) 核心 · 已核验
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ZeMA 液压系统状态监测(UCI #447):恒定 60 s 负载循环 2205 次,15 传感器(压力 100 Hz/流量 10 Hz/温度振动等 1 Hz),标注冷却器/阀/泵内漏/蓄能器四组件退化等级与稳定性标志
- 落地页
- https://archive.ics.uci.edu/dataset/447/condition+monitoring+of+hydraulic+systems
- 许可证
- CC-BY-4.0 (置信:未知)
- 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
- 2015
- 发布方
- UCI Machine Learning Repository
- 设备类型
hydraulic_system- PHM 任务
condition_monitoringfault_diagnosis
故障工况
| description: 阀门开关行为退化fault_type: valve_fault |
| description: 泵内漏fault_type: seal_leakage |
| description: 冷却器效能退化/蓄能器气压退化fault_type: other |
传感器
| sensor_type: pressure_transducerobserved_property: pressure |
| sensor_type: flow_meterobserved_property: flow_rate |
| sensor_type: thermocoupleobserved_property: temperature |
| sensor_type: accelerometerobserved_property: vibration_acceleration |
运行工况
| description: 60 s 恒定工作循环重复condition_type: duty_cycle |
关联论文(859 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。
- Condition monitoring of hydraulic systems Data Set at ZeMA 2018 · 首发该数据集
- Condition monitoring of hydraulic systems Data Set at ZeMA 2018 · 首发该数据集
- Anomaly Detection and Fault Diagnosis Based on Action States for Excavators 2026 · 用于方法验证
- Deep Domain Adaptation for Cross-Condition Fault Diagnosis in Hydraulic Systems under Data Scarcity 2026 · 用于迁移/跨工况
- Universal Soft-Sensor: Un Pipeline Agnóstico con Gaussian Processes para Pronostico Industrial Validado en Múltiples Dominios 2026 · 用于方法验证
- Universal Soft-Sensor: Un Pipeline Agnóstico con Gaussian Processes para Pronostico Industrial Validado en Múltiples Dominios 2026 · 用于方法验证
- Universal Soft-Sensor: Un Pipeline Agnóstico con Gaussian Processes para Pronostico Industrial Validado en Múltiples Dominios 2026 · 用于方法验证
- Leakage-Robust Evaluation and Data-Scale Sensitivity of Attention-Enhanced Multi-Task Learning for Joint Fault Diagnosis and Remaining Useful Life Estimation 2026 · 用于方法验证
- Low‐intensity prescribed fire has no immediate impact on soil physical and chemical properties or enzymatic activity in the Post Oak Savanna ecoregion, Texas, USA 2026 · 候选引用(未核验)
- A Comparative Analysis of Ensemble Learning Approaches for Predictive Maintenance in Hydraulic Systems 2026 · 候选引用(未核验)
- Phenology, growth, and drought: how species interactions shape intra-annual tree dynamics in mediterranean forests 2026 · 候选引用(未核验)
- An Intelligent predictive maintenance framework for fault prediction in industrial internet of things environments 2026 · 候选引用(未核验)
- Physics-guided graph neural networks for nextgen manufacturing: enhancing rare-fault detection in industrial manipulators 2026 · 候选引用(未核验)
- Monitoring of torrent control structures through a multi-parameter index 2026 · 候选引用(未核验)
- Short-Term Effects of Burn Severity on Post-Fire Runoff and Soil Erosion in Pine Forests 2026 · 候选引用(未核验)
- Post-fire short-term treatments on a hillslope burnt soil: a case in the NW Iberian Atlantic transition region 2026 · 候选引用(未核验)
- Assessment of soil erosion processes by applying IntErO model within the Mkhdach catchment (Middle Atlas of Morocco) 2026 · 候选引用(未核验)
- A multi-compartment pulsatile drug delivery system for sequential release: in vitro and in vivo evaluation 2026 · 候选引用(未核验)
- Average Volatility Dimensioning (AVD): dimension reduction technique for multivariate time series 2026 · 候选引用(未核验)
- Optimizing Leafy Vegetable Production with Minimal Fertilizer Use: Insights from Biochar and Compost Amendments 2026 · 候选引用(未核验)
仅列前 20 篇(首发/综述优先,按年份倒序);全量见 API。
溯源(9 条)
| 日期: 2026-07-08 |
| 来源链接: https://api.datacite.org/dois/10.24432/C5CW21 日期: 2026-07-08 |
| 日期: 2026-07-08 |
| 日期: 2026-07-08 |
| 日期: 2026-07-09 |
| 日期: 2026-07-11 |
| 日期: 2026-07-11 |
| 日期: 2026-07-25 |
| 日期: 2026-07-26 |