IEEE

Data-Driven Modeling of Critical Engine Parameters and Intelligent Monitoring Applications ...

Abstract: This study proposes a data-driven framework for intelligent engine monitoring through the integration of Least Squares Support Vector Regression (LS-SVR) and variable-bandwidth kernel ...
IEEE

Data-Driven Model-Free Robust Predictive Control for Autonomous Vehicle Motion Control ...

Abstract: Motion control is a fundamental task in autonomous vehicle systems, and data-driven approaches offer the advantage of independence from explicit vehicle dynamics modeling. This paper ...