Abstract: The technological innovation and patent protection of new energy vehicles in the logistics industry are showing a trend of collaborative development. The integration of electric logistics vehicles, hydrogen fuel cell vehicles, and intelligent connected technologies is reshaping the transportation ecosystem. Patent applications are concentrated in core areas such as power batteries and charging technologies, forming a diversified protection matrix. Technological innovation drives the optimization of patent layouts, while patent protection promotes innovation investment, establishing a virtuous cycle development mechanism.