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

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"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."

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落地页

https://ieee-dataport.org/documents/x-plane-flight-simulator-engine-failure-dataset

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。

设备类型

aero_engine

PHM 任务

fault_detection fault_diagnosis

故障工况