航空发动机风扇转子装配状态识别数据集

航空发动机风扇转子装配状态识别数据集主要面向装配运作虚实联动优化技术研究、数字孪生数据采集需求构建。基于某型号航空发动机风扇转子3D打印模型，根据装配指导工艺书，模型主要装配过程，并通过工业摄像机，实习采集装配过程图像信息源，主要记录了23个装配工步状态的图像数据，数据量共计303MB。A dataset for aero-engine fan rotor assembly state recognition is developed to support research on virtual-physical linkage optimization technology for assembly operations and meet the requirements of digital twin data collection. Based on a 3D printed model of a specific aero-engine fan rotor, following the assembly guidance technical manual, the main assembly procedures of the model are restored. Real-time collection of image data sources during the assembly process is conducted via industrial cameras. The dataset mainly records image data corresponding to 23 assembly step states, with a total data volume of 303 MB.

搜集汇总

背景与挑战

背景概述

该数据集旨在支持装配运作虚实联动优化和数字孪生数据采集研究，基于某型号航空发动机风扇转子的3D打印模型，通过工业摄像机采集了23个装配工步状态的图像数据，总数据量约为303MB。