Enhancing Knock Detection and Combustion Diagnostics : A Machine Learning Approach with Ion Current Sensors
Achieving robust and efficient control of internal combustion engines is critical for meeting stringent environmental regulations and reducing greenhouse gas emissions. Natural gas engines, in particular, offer significant potential for cleaner energy but present unique challenges due to variations in fuel composition and combustion dynamics.This thesis investigates novel methods for improving com