Dynamic system modeling is the process of creating abstract models of real systems to predict their behavior over time using mathematical equations and computational simulations. It is crucial in designing and analyzing systems that change over time, such as mechanical, electrical, and biological systems, enabling improved control, efficiency, and innovation.