X-Plane Flight Simulator Engine Failure Dataset 核心 · 已核验

doi:10.21227/p9nj-a527

"This is a synthetic dataset generated using X-Plane flight simulator to model normal and engine failure scenarios in a twin-engine aircraft, specifically the Baron and King Air. The dataset includes normal operations as well as left- and right-engine failure conditions under varying flight parameters. It is designed to support research in fault detection, classification, and aircraft system modeling. By providing controlled and labeled data, this work enables the development and evaluation of machine learning and diagnostic algorithms for aviation safety applications. The dataset offers a flexible, cost-effective alternative to real-world data collection for studying engine failure behavior in multi-engine aircraft."

落地页
https://ieee-dataport.org/documents/x-plane-flight-simulator-engine-failure-dataset
许可证
CC-BY-4.0 (判读置信:inferred)
国内可访问性
国内直连:可达 (2026-07-11 检测) 代理通道:可达 (2026-07-11 检测)
检测口径:lychee 双通道单轮探测;「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。
设备类型
aero_engine
PHM 任务
fault_detection fault_diagnosis

故障工况

fault_type: healthy_baseline
溯源(PROV,6 条)
source_url: https://ieee-dataport.org/documents/x-plane-flight-simulator-engine-failure-datasetsource_citation: quarry_mining_pool datacite#10.21227/p9nj-a527retrieved_on: 2026-07-09asserted_by: automated_harvestnote: 反向挖掘 v3(KLS-018,词表圈选+全量人工复核):level=L0 score=0.44999999999999996;候选区,晋升需人工核验
about_field: equipment_typessource_citation: graphrag 抽取自论文 doi:10.21227/p9nj-a527(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: aero_engine;候选区,晋升需人工核验(ADR-26)
about_field: fault_conditionssource_citation: graphrag 抽取自论文 doi:10.21227/p9nj-a527(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: healthy_baseline;候选区,晋升需人工核验(ADR-26)
about_field: taskssource_citation: graphrag 抽取自论文 doi:10.21227/p9nj-a527(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: fault_detection, fault_diagnosis;候选区,晋升需人工核验(ADR-26)
about_field: source_citation: 人工核验:zfbin(委托批准 2026-07-10)retrieved_on: 2026-07-10asserted_by: human_curatorconfidence_level: human_verifiednote: 晋升核心区。晋升批次 05:KLS-018 挖掘池卡,逐卡逐断言对照自述核验(evidence/KLS-016/08)
about_field: china_accessibilitysource_citation: KLS-009 链接健康扫描(lychee 双通道)retrieved_on: 2026-07-11asserted_by: automated_harvestnote: 定期刷新标注,仅覆盖本字段;历史结果以最新扫描为准