This document discusses the increasing energy consumption in automotive vehicles and the need for improved fuel efficiency by recovering waste heat through thermo-electric generators (TEGs). It highlights the principles of TEGs, their integration into hybrid energy systems, and their advantages, such as eco-friendliness and low maintenance. The future scope includes further research on utilizing waste heat and other external fields for improved battery charging without external power sources.