As edge computing gains traction, the need for sustainable power sources for edge AI devices is paramount. Conventional wired connections often present challenges in terms of installation and portability. Battery-powered edge AI offers a compelling solution, enabling intelligent systems to operate independently in remote or resource-constrained env