基于复杂工况下的发动机时序数据集

本数据集主要面向航空发动机状态监控与故障诊断研究需求建设。数据主要记录了发动机在复杂运行工况下的关键物理参数，包括发动机转速、输出功率等多种核心观测值，旨在为发动机任务指标测试及复杂工况下的可靠性分析提供高质量的数据支撑。数据主要包含“发动机正常运行”与“发动机故障运行”两类典型工况的对比数据。资源采用结构化管理，内含2个二级子文件夹及1份详细的PDF说明文档，数据文件均以 .xlsx 格式存储，总计包含2个数据表格，所有字段均为数字化表征，便于利用 Excel 或 PyCharm 进行后续的特征提取与模型训练。This dataset is tailored for research on aero-engine condition monitoring and fault diagnosis. It primarily records key physical parameters of engines under complex operating conditions, including core observed metrics such as engine speed and output power, aiming to provide high-quality data support for engine mission index testing and reliability analysis under such complex operating conditions. The dataset contains comparative data under two typical operating conditions: normal engine operation and faulty engine operation. The resource is managed in a structured manner, including 2 secondary subfolders and one detailed PDF instruction document. All data files are stored in .xlsx format, with a total of 2 data tables. All fields are digitally represented, which facilitates subsequent feature extraction and model training via Excel or PyCharm.

搜集汇总

背景与挑战

背景概述

该数据集专注于航空发动机的状态监控与故障诊断研究，记录了复杂工况下发动机的关键物理参数，如转速和输出功率，用于任务指标测试和可靠性分析。数据包含正常与故障两种工况的对比，以结构化的.xlsx格式存储，包含2个表格，便于后续特征提取和模型训练。