NASA C-MAPSS (Turbofan Engine Degradation Simulation Data Set)

使用c-mapss进行了发动机退化模拟。在操作条件和故障模式的不同组合下模拟了四个不同的集合。记录几个传感器通道以表征故障演变。数据集由NASA Ames的预测CoE提供。

Engine degradation simulations were conducted using C-MAPSS. Four distinct datasets were simulated under varying combinations of operating conditions and fault modes. Several sensor channels were recorded to characterize the evolution of faults. This dataset was provided by the Prognostics CoE at NASA Ames.

搜集汇总

背景与挑战

背景概述

该数据集是NASA发布的涡扇发动机退化模拟数据集，使用C-MAPSS工具模拟了不同操作条件和故障模式下的发动机退化过程，包含四个模拟集合和多个传感器通道数据，用于表征故障演变，适用于预测性维护和故障诊断研究。