Economic Model Predictive Control : (Record no. 113270)
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| 000 -LEADER | |
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| fixed length control field | 06434nam a22004933i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC4614746 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240729130626.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2016 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319411088 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9783319411071 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC4614746 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL4614746 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaPaEBR)ebr11240484 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaONFJC)MIL943348 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)956277577 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TJ212-225 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ellis, Matthew. |
| 245 10 - TITLE STATEMENT | |
| Title | Economic Model Predictive Control : |
| Remainder of title | Theory, Formulations and Chemical Process Applications. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing AG, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2016. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (311 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Advances in Industrial Control Series |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Intro -- Series Editors' Foreword -- Preface -- Contents -- List of Figures -- List of Tables -- 1 Introduction -- 1.1 Motivation -- 1.2 Tracking Versus Economic Model Predictive Control: A High-Level Overview -- 1.3 Chemical Processes and Time-Varying Operation -- 1.3.1 Catalytic Oxidation of Ethylene -- 1.3.2 Continuously-Stirred Tank Reactor with Second-Order Reaction -- 1.4 Objectives and Organization of the Book -- References -- 2 Background on Nonlinear Systems, Control, and Optimization -- 2.1 Notation -- 2.2 Stability of Nonlinear Systems -- 2.2.1 Lyapunov's Direct Method -- 2.2.2 LaSalle's Invariance Principle -- 2.3 Stabilization of Nonlinear Systems -- 2.3.1 Control Lyapunov Functions -- 2.3.2 Stabilization of Nonlinear Sampled-Data Systems -- 2.3.3 Tracking Model Predictive Control -- 2.3.4 Tracking Lyapunov-Based MPC -- 2.4 Brief Review of Nonlinear and Dynamic Optimization -- 2.4.1 Notation -- 2.4.2 Definitions and Optimality Conditions -- 2.4.3 Nonlinear Optimization Solution Strategies -- 2.4.4 Dynamic Optimization -- References -- 3 Brief Overview of EMPC Methods and Some Preliminary Results -- 3.1 Background on EMPC Methods -- 3.1.1 Class of Nonlinear Systems -- 3.1.2 EMPC Methods -- 3.2 Application of EMPC to a Chemical Process Example -- References -- 4 Lyapunov-Based EMPC: Closed-Loop Stability, Robustness, and Performance -- 4.1 Introduction -- 4.2 Lyapunov-Based EMPC Design and Implementation -- 4.2.1 Class of Nonlinear Systems -- 4.2.2 Stabilizability Assumption -- 4.2.3 LEMPC Formulation -- 4.2.4 Implementation Strategy -- 4.2.5 Satisfying State Constraints -- 4.2.6 Extensions and Variants of LEMPC -- 4.3 Closed-Loop Stability and Robustness Under LEMPC -- 4.3.1 Synchronous Measurement Sampling -- 4.3.2 Asynchronous and Delayed Sampling -- 4.3.3 Application to a Chemical Process Example. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4.4 Closed-Loop Performance Under LEMPC -- 4.4.1 Stabilizability Assumption -- 4.4.2 Formulation and Implementation of the LEMPC with a Terminal Equality Constraint -- 4.4.3 Closed-Loop Performance and Stability Analysis -- 4.5 LEMPC with a Time-Varying Stage Cost -- 4.5.1 Class of Economic Costs and Stabilizability Assumption -- 4.5.2 The Union of the Stability Regions -- 4.5.3 Formulation of LEMPC with Time-Varying Economic Cost -- 4.5.4 Implementation Strategy -- 4.5.5 Stability Analysis -- 4.5.6 Application to a Chemical Process Example -- 4.6 Conclusions -- References -- 5 State Estimation and EMPC -- 5.1 Introduction -- 5.1.1 System Description -- 5.1.2 Stabilizability Assumption -- 5.2 High-Gain Observer-Based EMPC Scheme -- 5.2.1 State Estimation via High-Gain Observer -- 5.2.2 High-Gain Observer-Based EMPC -- 5.2.3 Closed-Loop Stability Analysis -- 5.2.4 Application to a Chemical Process Example -- 5.3 RMHE-Based EMPC Scheme -- 5.3.1 Observability Assumptions -- 5.3.2 Robust MHE -- 5.3.3 RMHE-Based EMPC -- 5.3.4 Stability Analysis -- 5.3.5 Application to a Chemical Process Example -- 5.4 Conclusions -- References -- 6 Two-Layer EMPC Systems -- 6.1 Introduction -- 6.1.1 Notation -- 6.2 Two-Layer Control and Optimization Framework -- 6.2.1 Class of Systems -- 6.2.2 Formulation and Implementation -- 6.2.3 Application to a Chemical Process -- 6.3 Unifying Dynamic Optimization with Time-Varying Economics and Control -- 6.3.1 Stabilizability Assumption -- 6.3.2 Two-Layer EMPC Scheme Addressing Time-Varying Economics -- 6.3.3 Application to a Chemical Process Example -- 6.4 Addressing Closed-Loop Performance -- 6.4.1 Class of Systems -- 6.4.2 Stabilizability Assumption -- 6.4.3 Two-Layer EMPC Structure -- 6.4.4 Application to Chemical Process Example -- 6.5 Conclusions -- References. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 7 EMPC Systems: Computational Efficiency and Real-Time Implementation -- 7.1 Introduction -- 7.2 Economic Model Predictive Control of Nonlinear Singularly Perturbed Systems -- 7.2.1 Class of Nonlinear Singularly Perturbed Systems -- 7.2.2 Two-Time-Scale Decomposition -- 7.2.3 Stabilizability Assumption -- 7.2.4 LEMPC of Nonlinear Singularly Perturbed Systems -- 7.2.5 Application to a Chemical Process Example -- 7.3 Distributed EMPC: Evaluation of Sequential and Iterative Architectures -- 7.3.1 Centralized EMPC -- 7.3.2 Sequential DEMPC -- 7.3.3 Iterative DEMPC -- 7.3.4 Evaluation of DEMPC Approaches -- 7.4 Real-Time Economic Model Predictive Control of Nonlinear Process Systems -- 7.4.1 Class of Systems -- 7.4.2 Real-Time LEMPC Formulation -- 7.4.3 Implementation Strategy -- 7.4.4 Stability Analysis -- 7.4.5 Application to a Chemical Process Network -- 7.5 Conclusions -- References -- Index. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Production management. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Liu, Jinfeng. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Christofides, Panagiotis D. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Ellis, Matthew |
| Title | Economic Model Predictive Control |
| Place, publisher, and date of publication | Cham : Springer International Publishing AG,c2016 |
| International Standard Book Number | 9783319411071 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Advances in Industrial Control Series |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=4614746">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=4614746</a> |
| Public note | Click to View |
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