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An automated production line is, in a broad sense, a typical mechatronic device; it is related to the teaching and practical training in fields such as mechanical and electrical automation as well as mechatronics. The structure adopted by the automated assembly line is a profiled structure. The installation process of the automated production line consists of: multi-station assembly, shaft-type feeding, cutting processing, pneumatic mechanical manual handling workstations, corresponding power supply modules, PLC templates, button templates, and industrial-specific sensor detection units. The communication technology used in automated assembly line systems is PLC industrial network communication technology, which enables the coordination of the system’s components. It realistically and objectively depicts the processes of inspection, feeding, assembly, handling, sorting, and transportation in industrial automation production lines. Automated production lines are brought close to the actual environment of industrial manufacturing, and on this basis, they are scientifically designed specifically for teaching and training. This can enhance the installation and debugging of automated production lines, better meet the needs of industrial manufacturing, and also provide improved on-site conditions for practical training of students majoring in mechatronics and automation. Through this type of simulation training, staff can develop their teamwork skills as well as their abilities in installation and debugging. It also enhances their professional competence and safety awareness. Moreover, simulation of automated production lines meets the requirements for training in the core skills of automation technology, emphasizing the comprehensive application of such technologies. The installation and debugging of automated production lines meet the requirements of industrial cities, and they are quite common types of automated production lines. It starts from actual industrial settings, fully takes into account the regulatory requirements of industrial design and aesthetics, and integrates various technologies such as mechanics, pneumatics, electricity, and sensing devices. The overall structure of the automated production line is modular and open, featuring a distinct training function for disassembly and assembly. It allows for the disassembly and assembly of each component as well as tiny screws, which effectively improves the practical skills of staff and interns, helping them to adapt to their work more quickly. Automated production lines have strong reconfiguration capabilities, allowing them to be assembled using different modules according to various industrial requirements. Introduction to the components and functions of the automated assembly line: The entire automated assembly line is composed of thirteen parts. It is specifically divided into a material handling station, a processing station, and an assembly station. In addition, there are a transportation station, a finished product sorting station, frequency converter modules, power supply modules, PLC modules, as well as button modules and motor driver modules. Various sensors are also available, and finally, solenoid valves along with input and output interfaces are provided. Through these components, the automated assembly line can handle the feeding and processing steps in production, as well as sorting, assembly, and transportation. 1. Composition and specific functions of the handling station: The main function of the handling station is to transport various components that require processing. The components of a handling station generally include stepper motor drivers, mechanical parts, linear guides for positioning and switching functions, while the supporting elements consist of brackets and four-degree-of-freedom handling manipulators. 2. Composition and specific functions of the material station. The main role of the material station is to supply raw materials for the production processes in automated assembly lines. It generally consists of a well-type workpiece magazine, a material table, push cylinders, as well as solenoid valves, photoelectric sensors, brackets, and various mechanical components.