Identification and Control of Sheet and Film Processes

2000
ISBN: 978-1-85233-305-8
Verlag: Springer

Buch, Englisch, 170 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 453 g

Reihe: Advances in Industrial Control

Sheet and film processes include coating, papermaking, metal rolling, and polymer film extrusion. Products produced by these processes include paper, bumper stickers, plastic bags, windshield safety glass, and sheet metal. The total capitalization of industries that rely on these processes is well over $ 500 billion worldwide. These processes are notorious for being difficult to control. The goal of this book is to present the theoretical background and practical techniques for the identification and control of sheet and film processes. It is explained why many existing industrial control systems perform poorly for sheet and film processes. Identification and control algorithms are described and illustrated which provide consistent and reliable product quality. These algorithms include an experimental design technique that ensures that informative data are collected during input-output experimentation, model identification techniques that produce a process model and an estimate of its accuracy, and control techniques that take into account actuator constraints as well as robustness to model uncertainties. The algorithms covered in this book are truly the state of the art. Variations on some of the algorithms have been implemented on industrial sheet and film processes. Other algorithms are in various stages of implementation. All of the algorithms have been applied to realistic simulation models constructed from industrial plant data; many of these studies are included in this book.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Featherstone, Andrew P.

Braatz, Richard D.

VanAntwerp, Jeremy G.

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Sensorik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Überwachungstechnik
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Technologie der Papierverarbeitung und Zellstoffverarbeitung
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Verfahrenstechnik, Chemieingenieurwesen
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Verpackungstechnik

Inhaltsverzeichnis

I. Background.- 1. Sheet and Film Processes.- 2. Process Characteristics.- 3. Literature Review.- II. Identification and Control.- 4. Model Requirements and Process Identification.- 5. Design of Experiments.- 6. Robust Control.- 7. Model Predictive Control.- 8. Afterword.- References.