1st Edition

Spark Ignition Engine Modeling and Control System Design A Guide to Model-in-the-Loop Hierarchical Control Methodology

192 Pages 129 B/W Illustrations
by CRC Press

192 Pages 129 B/W Illustrations
by CRC Press

192 Pages 129 B/W Illustrations
by CRC Press

This book presents a step-by-step guide to the engine control system design, providing case studies and a thorough analysis of the modeling process using machine learning, and model predictive control (MPC). Covering advanced processes alongside the theoretical foundation, MPC enables engineers to improve performance in both hybrid and non-hybrid vehicles. Control system improvement is one of... Read more
Chapter 1 Introduction

Chapter 2 Control-Oriented Modeling

Chapter 3 Mid-Level Controller Design: Calibration

Chapter 4 Low-Level Controller Design: Fuel Injection Control

Chapter 5 High-Level Controller Design: Torque Control

Appendix A: A Short Review of Neural Networks Design

Appendix B: A Short Review of Some Optimization Algorithms


Biography

Amir-Mohammad Shamekhi received his PhD in Automobile Control from K. N. Toosi University of Technology, Tehran, Iran, in 2021, and was chosen as the superior researcher of the Department of Mechanical Engineering. His works concern Control and Machine Learning, and their applications particularly in vehicles, about which he has published in several journal papers.

Amir Hossein Shamekhi received his B.Sc. in Mechanical Engineering from Tehran University, Tehran, Iran, in 1993. Carrying on his studies, he obtained M.Sc. from K. N. Toosi University of Technology, Tehran, Iran, in 1997. Receiving his PhD in 2004, Dr. Shamekhi was the first PhD alumni of Mechanical Engineering in K. N. Toosi University of Technology, where he is currently Associate Professor in the faculty of Mechanical Engineering. His fields of study include internal combustion engines, mechatronics, and automotive transmission.