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Titlebook: Explicit Nonlinear Model Predictive Control; Theory and Applicati Alexandra Grancharova,Tor Arne Johansen Book 2012 Springer-Verlag GmbH Be

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书目名称Explicit Nonlinear Model Predictive Control
副标题Theory and Applicati
编辑Alexandra Grancharova,Tor Arne Johansen
视频video
概述Presents an explicit solution of model predictive control problems for constrained nonlinear systems.Recent research on various types of nonlinear systems resulting in various Nonlinear Model Predicti
丛书名称Lecture Notes in Control and Information Sciences
图书封面Titlebook: Explicit Nonlinear Model Predictive Control; Theory and Applicati Alexandra Grancharova,Tor Arne Johansen Book 2012 Springer-Verlag GmbH Be
描述.Nonlinear Model Predictive Control (NMPC) has become the accepted methodology to solve complex control problems related to process industries. The main motivation behind .explicit .NMPC is that an .explicit .state feedback law avoids the need for executing a numerical optimization algorithm in real time. The benefits of an .explicit .solution, in addition to the efficient on-line computations, include also verifiability of the implementation and the possibility to design embedded control systems with low software and hardware complexity..This book considers the multi-parametric Nonlinear Programming (mp-NLP) approaches to .explicit .approximate NMPC of constrained .nonlinear .systems, developed by the authors, as well as their applications to various NMPC problem formulations and several case studies. The following types of .nonlinear .systems are considered, resulting in different NMPC problem formulations:.Ø  .Nonlinear .systems described by first-principles models and .nonlinear .systems described by black-box models;.-  .Nonlinear .systems with continuous control inputs and .nonlinear .systems with quantized control inputs;.-  .Nonlinear .systems without uncertainty and .nonli
出版日期Book 2012
关键词Constrained Nonlinear Systems; Interconnected Nonlinear Systems; Nonlinear Model Predictive Control; Pa
版次1
doihttps://doi.org/10.1007/978-3-642-28780-0
isbn_softcover978-3-642-28779-4
isbn_ebook978-3-642-28780-0Series ISSN 0170-8643 Series E-ISSN 1610-7411
issn_series 0170-8643
copyrightSpringer-Verlag GmbH Berlin Heidelberg 2012
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,Erratum to: Die Wandungen der Eisengefäße,ral multi-parametric nonlinear programming (mp-NLP) problem is formulated and the Karush-Kuhn-Tucker (KKT) optimality conditions are presented. Then, the three main groups of methods to find a local minimum of a NLP problem for a given parameter vector are reviewed (Newton-type methods, penalty func
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oblem must be solved numerically at every sampling interval, while explicit NMPC assumes that an explicit representation of the solution can be computed using multi-parametric nonlinear programming. This chapter considers the . of the optimization problem, which is an essential part of the control d
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H. D. Scheinert,C. Straub,H. Schmitz Programming (mp-NLP) approaches, described in Section 1.1. It is organized as follows. In Section 4.2, general regulation and reference tracking NMPC problems are formulated and represented as an mp-NLP problem. In Section 4.3, it is shown that bounding the approximation error of the approximate ex
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,Einführung und Hinweise zur Benutzung,ed nonlinear systems with quantized control inputs. It is organized as follows. In Section 5.2, general regulation and reference tracking quantized NMPC problems are formulated and represented as an mp-NIP problem. Then, in Section 5.3, an approximate mp-NIP approach to explicit quantized NMPC is de
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