离散制造产线数字孪生可变实训装置数据集

离散制造业作为率先进行第四次工业革命的行业，以汽车、半导体为代表的制造企业中已经形成具有示范性的装置、车间、流水线、工厂、以及产线。通过深入应用数字化技术、通信技术、信息化工具，离散制造业在产线维度已逐渐形成众多具有参考价值的虚拟产线、数字化产线、智能产线、数字孪生产线原型，旨在通过在虚拟空间进行产线规划、生产运营、制造加工、产品全生命周期等多价值链的模拟和人机交互式生产、实验、研究、培训

As the industry that pioneered the Fourth Industrial Revolution, discrete manufacturing—with automotive and semiconductor enterprises as typical representatives—has already established demonstrative facilities, workshops, assembly lines, factories, and production lines. Through the in-depth application of digital technologies, communication technologies, and informatization tools, the discrete manufacturing sector has gradually developed a large number of reference-worthy prototypes including virtual production lines, digital production lines, intelligent production lines, and digital twin production lines at the production line level. These prototypes aim to simulate multiple value chains such as production line planning, production operation, manufacturing processing, and the entire product life cycle in virtual spaces, as well as conduct human-machine interactive production, experiments, research, and training.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于离散制造业的数字孪生技术应用，包含虚拟产线、数字化产线等模拟数据，旨在支持产线规划、生产运营等价值链活动。数据集由沈阳工业大学发布，数据量为10.93MB，包含2个文件，属于机械工程学科领域。