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LianeMarilin/ALE-Multi-Condition-Dual-Fault-Aero-Engine-RUL-Release-Audit

ALE-多工况双故障航空发动机剩余寿命模型发布审计 这是一道完整的 ALE 候选 L1 长程任务样例。它不是单纯的数据整理题,而是一个从论文与真实公开数据实体出发,覆盖数据泄漏审计、模型训练、隐藏测试、不确定性、浏览器仪表盘、DOCX 报告和案例审核的专业工作流。 任务目标 答题者需要审计一个存在发动机实体泄漏的初始 RUL 模型,在冻结的发动机级切分上重新训练,并交付可复算模型、248 台发动机的预测与 80% 区间、离线仪表盘、可编辑报告和 12 个冻结案例审核记录。 真实来源 NASA C-MAPSS 数据页:https://data.nasa.gov/dataset/cmapss-jet-engine-simulated-data NASA PCoE 数据仓库:https://www.nasa.gov/intelligent-systems-division/discovery-and-systems-health/pcoe/pcoe-data-set-repository/… See the full description on the dataset page: https://huggingface.co/datasets/LianeMarilin/ALE-Multi-Condition-Dual-Fault-Aero-Engine-RUL-Release-Audi

Author / organizationLianeMarilin
License (as declared)other
Downloads161 (as reported by Hugging Face)
Likes0
Created20 September 2026
Last updated at source20 September 2026
ALEagent-benchmarkNASAC-MAPSSprognosticsremaining-useful-lifelong-horizon-agent-task
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