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Economic Model Predictive Control: Theory, Formulations and Chemical Process App

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
ISBN-13
9783319411071
Type
NA
Publication Name
NA
ISBN
9783319411071
Publication Year
2016
Format
Hardcover
Language
English
Book Title
Economic Model Predictive Control
Author
Matthew Ellis, Panagiotis D. Christofides, Jinfeng Liu
Item Length
9.3in
Publisher
Springer International Publishing A&G
Genre
Technology & Engineering, Science, Business & Economics
Topic
Automation, Electrical, Econometrics, Production & Operations Management, Chemistry / Industrial & Technical
Item Width
6.1in
Item Weight
230.9 Oz
Number of Pages
Xxiv, 292 Pages

About this product

Product Information

This book presents general methods for the design of economic model predictive control (EMPC) systems for broad classes of nonlinear systems that address key theoretical and practical considerations including recursive feasibility, closed-loop stability, closed-loop performance, and computational efficiency. Specifically, the book proposes: Lyapunov-based EMPC methods for nonlinear systems; two-tier EMPC architectures that are highly computationally efficient; and EMPC schemes handling explicitly uncertainty, time-varying cost functions, time-delays and multiple-time-scale dynamics. The proposed methods employ a variety of tools ranging from nonlinear systems analysis, through Lyapunov-based control techniques to nonlinear dynamic optimization. The applicability and performance of the proposed methods are demonstrated through a number of chemical process examples. The book presents state-of-the-art methods for the design of economic model predictive control systems for chemical processes.In addition to being mathematically rigorous, these methods accommodate key practical issues, for example, direct optimization of process economics, time-varying economic cost functions and computational efficiency. Numerous comments and remarks providing fundamental understanding of the merging of process economics and feedback control into a single framework are included. A control engineer can easily tailor the many detailed examples of industrial relevance given within the text to a specific application. The authors present a rich collection of new research topics and references to significant recent work making Economic Model Predictive Control an important source of information and inspiration for academics and graduate students researching the area and for process engineers interested in applying its ideas.

Product Identifiers

Publisher
Springer International Publishing A&G
ISBN-10
3319411071
ISBN-13
9783319411071
eBay Product ID (ePID)
228545262

Product Key Features

Book Title
Economic Model Predictive Control
Author
Matthew Ellis, Panagiotis D. Christofides, Jinfeng Liu
Format
Hardcover
Language
English
Topic
Automation, Electrical, Econometrics, Production & Operations Management, Chemistry / Industrial & Technical
Publication Year
2016
Genre
Technology & Engineering, Science, Business & Economics
Number of Pages
Xxiv, 292 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
230.9 Oz

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
Tj212-225
Reviews
"The reviewed book deals with stability and performance analysis of nonlinear control systems under economic model predictive control (EMPC). ... the book builds a bridge between the theory and practice and provides an excellent balance between theoretical results and their application-specific implementation." (Petro Feketa, zbMATH 1405.93004, 2019)
Table of Content
Introduction.- Background on Nonlinear Systems, Control, and Optimization.- Brief Overview of EMPC Methods and some Preliminary Results.- Lyapunov-Based EMPC.- State Estimation and EMPC.- Two-Layer EMPC Systems.- EMPC Systems: Computational Efficiency and Real-Time Implementation.
Copyright Date
2017
Dewey Decimal
660.2815
Intended Audience
Trade
Series
Advances in Industrial Control Ser.
Dewey Edition
23
Illustrated
Yes

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Perfect condition.