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Title
Nonlinear model predictive control of combustion engines : from fundamentals to applications / Thivaharan Albin Rajasingham.
ISBN
9783030680107 (electronic bk.)
303068010X (electronic bk.)
3030680096
9783030680091
Published
Cham, Switzerland : Springer, [2021]
Language
English
Description
1 online resource (xvii, 330 pages) : illustrations (some color)
Item Number
10.1007/978-3-030-68010-7 doi
Call Number
TJ785
Dewey Decimal Classification
621.43
Summary
This book provides an overview of the nonlinear model predictive control (NMPC) concept for application to innovative combustion engines. Readers can use this book to become more expert in advanced combustion engine control and to develop and implement their own NMPC algorithms to solve challenging control tasks in the field. The significance of the advantages and relevancy for practice is demonstrated by real-world engine and vehicle application examples. The author provides an overview of fundamental engine control systems, and addresses emerging control problems, showing how they can be solved with NMPC. The implementation of NMPC involves various development steps, including: reduced-order modeling of the process; analysis of system dynamics; formulation of the optimization problem; and real-time feasible numerical solution of the optimization problem. Readers will see the entire process of these steps, from the fundamentals to several innovative applications. The application examples highlight the actual difficulties and advantages when implementing NMPC for engine control applications. Nonlinear Model Predictive Control of Combustion Engines targets engineers and researchers in academia and industry working in the field of engine control. The book is laid out in a structured and easy-to-read manner, supported by code examples in MATLAB®/Simulink®, thus expanding its readership to students and academics who would like to understand the fundamental concepts of NMPC. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 7, 2021).
Series
Advances in industrial control, 1430-9491
Available in Other Form
Print version: 9783030680091
Part I: Fundamentals for Engine Control Based on Nonlinear Model Predictive Control
Introduction
Nonlinear Model Predictive Control
NMPC-Based Engine Control
Part II: Airpath Control
Introduction to Airpath Control
Reduced-Order Modeling
In-Depth Case Study I: Two-Stage Turbocharging for SI Engines
In-Depth Case Study II: Dual-Loop EGR for Compression Ignition Engines
Part III: Combustion Control for Premixed Charge Compression Ignition Engines
Reduced-Order Modeling
In-Depth Case Study III: Premixed Compression Ignition Engines with Diesel-like Fuels
In-Depth Case Study IV: Premixed Compression Ignition Engines with Gasoline-like Fuels.
