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Explicit Nonlinear Model Predictive Control Theory and Applications /

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...

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Main Authors: Grancharova, Alexandra. (Author, http://id.loc.gov/vocabulary/relators/aut), Johansen, Tor Arne. (http://id.loc.gov/vocabulary/relators/aut)
企业作者: SpringerLink (Online service)
格式: 电子 电子书
语言:English
出版: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
版:1st ed. 2012.
丛编:Lecture Notes in Control and Information Sciences, 429
主题:
Control engineering.
Computational complexity.
System theory.
Statistical physics.
Control and Systems Theory.
Complexity.
Systems Theory, Control.
Applications of Nonlinear Dynamics and Chaos Theory.
在线阅读:https://doi.org/10.1007/978-3-642-28780-0
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书本目录:
  • Multi-parametric Programming
  • Nonlinear Model Predictive Control
  • Explicit NMPC Using mp-QP Approximations of mp-NLP
  • Explicit NMPC via Approximate mp-NLP
  • Explicit MPC of Constrained Nonlinear Systems with Quantized Inputs
  • Explicit Min-Max MPC of Constrained Nonlinear Systems with Bounded Uncertainties
  • Explicit Stochastic NMPC
  • Explicit NMPC Based on Neural Network Models
  • Semi-Explicit Distributed NMPC.

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