ABSTRACT

A presentation of techniques in advanced process modelling, identification, prediction, and parameter estimation for the implementation and analysis of industrial systems. The authors cover applications for the identification of linear and non-linear systems, the design of generalized predictive controllers (GPCs), and the control of multivariable

part |2 pages

Part I Identification

chapter 1|10 pages

Introduction to Identification

chapter 2|34 pages

Regression

Linear

chapter 3|30 pages

Dynamic Systems

Linear

chapter 4|36 pages

Non-linear Systems

chapter 5|24 pages

Non-linear Dynamic Structures

chapter 6|42 pages

Estimation of Parameters

part |2 pages

Part II Control

chapter 7|22 pages

Predictive Control

to model-based control

chapter 8|20 pages

Multivariable Systems

chapter 9|50 pages

Time-varying and Non-linear Systems