高速列车多维感知与数字孪生虚拟仿真实验设计与教学实践OA
Design and Teaching Practice of a Multidimensional Perception and Digital Twin Virtual Simulation Experiment for High-Speed Trains
基于数字孪生与Unity可视化技术的虚拟仿真实验教学是完善高等教育教学数字化体系和提升数字化应用能力重要举措之一.为满足"自动检测技术"工程引导式综合实验教学需求,以高速列车高维感知、智能诊断与预警的挑战性工程为引导,开发了高速列车多维感知与数字孪生虚拟仿真实验,采用离线训练与模型预制、虚拟现实与人机交互方式,将工程场景搬进本科实验室、教室、学生宿舍等任意场地随时供学生学习,解决了实验室内工程验证实验对象难以获取、实验过程危险程度高、实验成本过高的问题,有效支撑了自动化类专业学生系统构思、自主设计、拓展创新和工程实践能力培养.
Virtual simulation experiment teaching based on digital twin and Unity visualization technology is one of the important measures to improve the digital system of higher education teaching and enhance digital application capabilities.To meet the teaching needs of engineering-guided comprehensive experiments in the field of"Automatic Detection Technology",guided by the challenging engineering problems of high-dimensional perception,intelligent diagnosis and early warning of high-speed trains,a multidimensional perception and digital twin virtual simulation experiment for high-speed trains has been developed.Through offline training and model prefabrication,virtual reality,and human-computer interaction,the engineering scenario is brought into undergraduate laboratories,classrooms,student dormitories,and any other location for students to learn at any time.This solves the problems of difficulty in obtaining experimental objects,high risk during the experimental process,and high experimental costs in laboratory engineering verification,effectively supporting the cultivation of systematic conception,independent design,expansion and innovation,and engineering practice abilities for automation majors.
张法业;姜明顺;耿湘宜;朱文兴;荣海林;王小宁
山东大学 控制科学与工程学院,济南 250061山东大学 控制科学与工程学院,济南 250061山东大学 (青岛)公共(创新)实验教学中心,青岛 266237山东大学 控制科学与工程学院,济南 250061山东大学 控制科学与工程学院,济南 250061山东大学 资产与实验室管理部,济南 250100
信息技术与安全科学
虚拟仿真实验多维感知与数字孪生损伤识别故障诊断状态预警
virtual simulation experimentmultidimensional perception and digital twindamage identificationfault diagnosiscondition warning
《实验科学与技术》 2026 (2)
72-80,9
教育部产学合作协同育人项目(230803132250420)山东大学本科教育教学改革研究项目(2023Y173)山东大学研究生教育教学改革研究项目(SYJG2023071).
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