The automotive landscape is on the verge of a revolution with innovations in engine technology driving this change. Internal combustion engines are facing stiff pressure from emerging technologies like hybrid, electric, and hydrogen fuel cell systems. These innovative advancements offer promising improvements in fuel efficiency, emissions reduction