For chemical enterprises, automated production lines are no longer merely tools for “cost reduction and efficiency improvement,” but a necessary path to achieving intrinsic safety, environmental friendliness, and stable quality. Particularly against the backdrop of current industrial park management and digital transformation in the chemical sector, automation levels directly determine a company’s survival capabilities and market competitiveness.