Automotive powertrain engineering is undergoing rapid transformation as manufacturers strive to deliver higher performance, improved fuel efficiency, and lower emissions simultaneously. While turbocharging remains popular, supercharging has re-emerged as a compelling forced-induction solution because of its immediate power delivery, predictable throttle response, and mechanical simplicity. From...