Developments in Model-Based Optimization and Control

Language: English

Published by Springer, Springer Dez 2015, 2015

3319266853 / 9783319266855

Series: Book 20 of 40 - Lecture Notes in Control and Information Sciences

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This item is printed on demand - Print on Demand Titel. Neuware -This book deals with optimization methods as tools for decision making and control in the presence of model uncertainty. It is oriented to the use of these tools in engineering, specifically in automatic control design with all its components: analysis of dynamical systems, identification problems, and feedback control design.Developments in Model-Based Optimization and Control takes advantage of optimization-based formulations for such classical feedback design objectives as stability, performance and feasibility, afforded by the established body of results and methodologies constituting optimal control theory. It makes particular use of the popular formulation known as predictive control or receding-horizon optimization.The individual contributions in this volume are wide-ranging in subject matter but coordinated within a five-part structure covering material on: complexity and structure in model predictive control (MPC); collaborative MPC; distributed MPC; optimization-based analysis and design; and applications to bioprocesses, multivehicle systems or energy management.The various contributions cover a subject spectrum including inverse optimality and more modern decentralized and cooperative formulations of receding-horizon optimal control. Readers will find fourteen chapters dedicated to optimization-based tools for robustness analysis, and decision-making in relation to feedback mechanisms-fault detection, for example-and three chapters putting forward applications where the model-based optimization brings a novel perspective.Developments in Model-Based Optimization and Control is a selection of contributions expanded and updated from the Optimisation-based Control and Estimation workshops held in November 2013 and November 2014. It forms a useful resource for academic researchers and graduate students interested in the state of the art in predictive control. Control engineers working in model-based optimization and control, particularly in its bioprocess applications will also find this collection instructive.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 400 pp. Englisch.

Seller Inventory # 9783319266855

Title
Developments in Model-Based Optimization and Control
Author
Sorin Olaru
Publisher
Springer, Springer Dez 2015
Publication year
2015
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319266853
ISBN 13
9783319266855
Item weight
604 grams
Dimensions
235x155x22 mm
Series
Book 20 of 40: Lecture Notes in Control and Information Sciences

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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