In light of the growing global concerns over energy and climate change. new energy vehicles are confronted with both opportunities and challenges posed by industrial structural transformation. To foster the optimization of the new energy vehicle industry structure while considering environmental impact. this paper first uses an improved link prediction algorithm to construct an indust... https://www.houseandholders.shop/product-category/linear-lighting/