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The design goal of an assembly line production line is to achieve the highest labor productivity with the smallest number of workers. Since the design of manual assembly production lines can vary from person to person, which directly affects the performance and efficiency of such lines, major manufacturers have adopted machine-based assembly production lines. At the same time, the layout of the assembly line must be combined with modern management practices; it is necessary to consider how to manage it, as advanced management methods are directly related to the layout of the assembly line. An assembly line is an effective combination of humans and machines that demonstrates the flexibility of equipment; it enables the organic integration of conveyor systems, accompanying fixtures, specialized in-line machines, and inspection devices to meet the assembly requirements of different products. The layout of the assembly line production line must be precise; otherwise, the products designed will affect the layout of the assembly line. An assembly line production line is a special product-oriented layout format. It is a continuous production line connected by various material handling equipment. The assembly line is a very important technology; it can be said that any final product whose components can be manufactured in large quantities relies to some extent on assembly line production methods. The assembly of different products varies greatly.