Design and Development of Digital Twin for Manufacturing Assembly Lines

数字孪生是物理资产或系统的数字复制品，反映了物理系统的运行和条件状态，并允许基于模型、模拟和优化算法对其进行反馈和控制。该项目将与西门子能源合作开展，重点是制造/装配线的数字孪生体的设计、开发和部署。这个数字孪生的核心目的是了解制造的操作和工艺参数如何影响产品质量。因此，该项目将包括定义数据需求、开发适当的数据捕获解决方案，以及开发合适的模型，以创建有关制造过程的见解。预计该博士项目将系统地生成生产线数字孪生的蓝图

A Digital Twin is a digital replica of a physical asset or system that mirrors the operational and condition status of the physical system and allows for feedback and control to it based on models, simulations and optimization algorithms. This project will be carried out in collaboration with Siemens Energy, and will focus on the design, development and deployment of a digital twin of a manufacturing/assembly line. The core purpose of this digital twin is to understand how the operational and process parameters of manufacturing affects product quality. The project will therefore involve definition of data requirements, development of appropriate data capture solutions, and development of suitable models to create insights about the manufacturing process. It is expected that this PhD project will systematically produce a blueprint of digital twin of a manufacturing line