Advances in model identification using the block-oriented exact solution technique in a predictive modeling framework

Abstract

CHAPTER 1. INTRODUCTION 1. General Background and Organization 2. References CHAPTER 2. LITERATURE REVIEW 1. Modeling Approaches 2. Modeling Nonlinear Processes 3. Block-oriented Modeling 4. The Block-oriented Exact Solution Technique (BEST) 5. Application of Experimental Design in Dynamic Modeling 6. Motivations and Thesis Organization 7. References CHAPTER 3. ACCURATE MODEL IDENTIFICATION FOR MULTIPLE INPUT NON-INVERTIBLE HAMMERSTEIN-WIENER PROCESSES Abstract 1. Introduction 2. The Proposed Method 3. Process Examples 3.1 Example 1 3.2 Example 2 3.3 Example 3 3.4 Example 4 4. Closing Remarks 5. Nomenclature 6. References