Hybrid Modeling in Process Industries [Hardcover]

This title introduces the underlying theory and demonstrates practical applications in different process industries using hybrid modeling.

It reviews hybrid modeling approach applicability in wide range of process industries, recommends how to increase hybrid model performance and throw Insights into cost efficient practices in modeling techniques

Discusses advance process operation maximizing the benefits of available process knowledge and Includes real-life and practical case studies

Chapter 1: Benefits and challenges of hybrid modelling in the process industries: An introduction

Moritz von Stosch, Jarka Glassey

1.1 An intuitive introduction to hybrid modelling

1.2 Key-properties and challenges of hybrid modelling

1.3 Benefits and challenges of hybrid modelling in the process industries

1.4 Hybrid modelling, the idea and its history

1.5 Setting the stage

Moritz von Stosch, Rui M.C. Portela, Rui Oliveira

2.1. Introduction

2.2. Hybrid semi-parametric model structures

2.3. Examples

2.4. Concluding remarks

Moritz von Stosch

3.1. Introduction

3.2. Design of Experiments (DoE)

3.3. The Validity/Applicability Domain of hybrid models

3.4. Hybrid model based (Optimal) Experimental Design

3.5. Conclusions

Schuppert and Th. Mrziglod

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