Applied Predictive Control
By: by Huang Sunan, Tan Kok Kiong, Lee Tong Heng
Contributors: Kiong, Tan Kok; Heng, Lee Tong
Series: Advances in Industrial Control; Advances in industrial control
Publisher: Springer London; Imprint; Springer
Published: 2002
Place of publication: London
Language: eng
Format: [electronic resource] /
Number of pages: 264
ISBN-13: 9781447137252; 9781849968645
Subjects: Engineering; Computer simulation
Description: The presence of considerable time delays in the dynamics of many industrial processes, leading to difficult problems in the associated closed-loop control systems, is a well-recognized phenomenon. The performance achievable in conventional feedback control systems can be significantly degraded if an industrial process has a relatively large time delay compared with the dominant time constant. Under these circumstances, advanced predictive control is necessary to improve the performance of the control system significantly. The book is a focused treatment of the subject matter, including the fundamentals and some state-of-the-art developments in the field of predictive control. Three main schemes for advanced predictive control are addressed in this book: Smith Predictive Control; Generalised Predictive Control; a form of predictive control based on Finite Spectrum Assignment. A substantial part of the book addresses application issues in predictive control, providing several interesting case studies for more application-oriented readers. Thus, while the book is written to serve as an advanced control reference on predictive control for researchers, postgraduates and senior undergraduates, it should be equally useful to those industrial practitioners who are keen to explore the use of advanced predictive control in real problems. The prerequisite for gaining maximum benefit from this book is a basic knowledge of control systems, such as that imparted by a first undergraduate course on control systems engineering. Advances in Industrial Control aims to report and encourage 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.
Table of contents: title: Introduction; title: Dead Time Compensators; title: Generalised Predictive Controller; title: Observer-augmented Generalised Predictive Controller; title: Optimal PID Control Based on a Predictive Control Approach; title: Predictive Iterative Learning Control; title: Adaptive Predictive Control of a Class of SISO Non-linear Systems; title: Case Studies.