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Titlebook: Economic Model Predictive Control; Theory, Formulations Matthew Ellis,Jinfeng Liu,Panagiotis D. Christofid Book 2017 Springer International

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发表于 2025-3-21 19:14:29 | 显示全部楼层 |阅读模式
书目名称Economic Model Predictive Control
副标题Theory, Formulations
编辑Matthew Ellis,Jinfeng Liu,Panagiotis D. Christofid
视频video
概述Presents state-of-the-art methods for the important new field of economic model predictive control.Enriches reader understanding of the combination of process economics and feedback control within a s
丛书名称Advances in Industrial Control
图书封面Titlebook: Economic Model Predictive Control; Theory, Formulations Matthew Ellis,Jinfeng Liu,Panagiotis D. Christofid Book 2017 Springer International
描述.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 c
出版日期Book 2017
关键词Model Predictive Control; Process Economic Optimization; Nonlinear Systems; Computational Efficiency; Ti
版次1
doihttps://doi.org/10.1007/978-3-319-41108-8
isbn_softcover978-3-319-82268-6
isbn_ebook978-3-319-41108-8Series ISSN 1430-9491 Series E-ISSN 2193-1577
issn_series 1430-9491
copyrightSpringer International Publishing Switzerland 2017
The information of publication is updating

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Lyapunov-Based EMPC: Closed-Loop Stability, Robustness, and Performance,erformance with respect to general economic considerations for nonlinear systems. Numerous issues arising in the context of chemical process control are considered including closed-loop stability, robustness, closed-loop performance, asynchronous and delayed sampling, and explicitly time-varying eco
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https://doi.org/10.1007/978-3-7091-9828-5Next, a few chemical process applications are presented. These applications are used in the subsequent chapters to study and analyze the various EMPC methods presented in this book. Finally, the objectives and the organization of this book are given.
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Karl Otto Hondrich,Randolph Vollmersign, the closed-loop system under the resulting LEMPC scheme is shown to achieve at least as good closed-loop performance as that achieved under an explicit stabilizing controller. The LEMPC approaches are demonstrated with chemical process examples.
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