In recent years, Liuyang City in Hunan Province has been steadfastly expanding and fortifying its advanced manufacturing sector, propelling the high-end, intelligent and eco-friendly development of the industry. The city has been actively encouraging and guiding small and medium-sized enterprises to accelerate their breakthroughs in key technologies and improve their core competitiveness, thereby fostering high-quality