On 35 Approaches for Distributed MPC Made Easy

In this chapter the motivation for developing a comprehensive overview of distributed MPC techniques such as presented in this book is discussed. Understanding the wide range of techniques available becomes easier when a common structure and notation is adopted. Therefore, a list of questions is proposed that can be used to obtain a structured way in which such techniques can be described, and a preferred notation is suggested. This chapter concludes with an extensive categorization of the techniques described in this book, and compact representations of the properties of each individual technique. As such, this chapter serves as a starting point for further developing understanding of the various particularities of the different techniques.

[1]  João Lemos Nabais,et al.  Hierarchical MPC for Multiple Commodity Transportation Networks , 2014 .

[2]  Eduardo F. Camacho,et al.  Distributed MPC Based on Agent Negotiation , 2014 .

[3]  Daniel E. Quevedo,et al.  Cooperative Dynamic MPC for Networked Control Systems , 2014 .

[4]  Mazen Alamir,et al.  A Distributed-in-Time NMPC-Based Coordination Mechanism for Resource Sharing Problems , 2014 .

[5]  Antonio Ferramosca.  Cooperative MPC with Guaranteed Exponential Stability , 2014 .

[6]  Panagiotis D. Christofides,et al.  Lyapunov-Based Distributed MPC Schemes: Sequential and Iterative Approaches , 2014 .

[7]  Moritz Diehl,et al.  Distributed Multiple Shooting for Large Scale Nonlinear Systems , 2014 .

[8]  J. M. Lemos,et al.  D-SIORHC, Distributed MPC with Stability Constraints Based on a Game Approach , 2014 .

[9]  Daniel Sarabia,et al.  Price-driven Coordination for Distributed NMPC Using a Feedback Control Law , 2014 .

[10]  Palle Andersen,et al.  Distributed MPC Via Dual Decomposition , 2014 .

[11]  E. Camponogara,et al.  Distributed Optimization for MPC of Linear Dynamic Networks , 2014 .

[12]  Jairo Espinosa,et al.  Bargaining Game Based Distributed MPC , 2014 .

[13]  Karl Henrik Johansson,et al.  Distributed MPC Via Dual Decomposition and Alternative Direction Method of Multipliers , 2012, ArXiv.

[14]  Francesco Tedesco,et al.  A Distributed Reference Management Scheme in Presence of Non-Convex Constraints: An MPC Based Approach , 2014 .

[15]  Tor Arne Johansen,et al.  Distributed MPC of Interconnected Nonlinear Systems by Dynamic Dual Decomposition , 2014 .

[16]  Y. Hu,et al.  Adaptive Quasi-Decentralized MPC of Networked Process Systems , 2014 .

[17]  Mircea Lazar,et al.  Distributed Lyapunov-Based MPC , 2014 .

[18]  B. De Schutter,et al.  A Hierarchical MPC Approach with Guaranteed Feasibility for Dynamically Coupled Linear Systems , 2014 .

[19]  Eduardo F. Camacho,et al.  Distributed MPC Based on a Team Game , 2014 .

[20]  Ascension Zafra-Cabeza,et al.  A Hierarchical Distributed MPC Approach: A Practical Implementation , 2014 .

[21]  Stephen J. Wright,et al.  On the use of suboptimal solvers for efficient cooperative distributed linear MPC , 2014 .

[22]  Vicenç Puig,et al.  Multi-layer decentralized MPC of large-scale networked systems , 2014 .

[23]  Romain Bourdais,et al.  Distributed MPC Under Coupled Constraints Based on Dantzig-Wolfe Decomposition , 2014 .

[24]  Rudy R. Negenborn,et al.  Distributed Model Predictive Control Made Easy , 2013 .

[25]  Arthur Richards,et al.  Cooperative Tube-based Distributed MPC for Linear Uncertain Systems Coupled Via Constraints , 2014 .

[26]  Emanuele Garone,et al.  The Distributed Command Governor Approach in a Nutshell , 2014 .

[27]  Rudy R. Negenborn,et al.  Nash-Based Distributed MPC for Multi-Rate Systems , 2014 .

[28]  Antonio Ferramosca,et al.  Cooperative Distributed MPC Integrating a Steady State Target Optimizer , 2014 .

[29]  R. Negenborn.  Decompositions of Augmented Lagrange Formulations for Serial and Parallel Distributed MPC , 2014 .

[30]  Anders Rantzer,et al.  Generalized Accelerated Gradient Methods for Distributed MPC Based on Dual Decomposition , 2014 .

[31]  Marcello Farina,et al.  Distributed MPC: A Noncooperative Approach Based on Robustness Concepts , 2014 .

[32]  Ion Necoara.  Rate Analysis of Inexact Dual Fast Gradient Method for Distributed MPC , 2014 .

[33]  Daniel Axehill,et al.  Parallel implementation of hybrid MPC , 2014 .

[34]  Bernardo Morcego,et al.  Distributed MPC Using Reinforcement Learning Based Negotiation: Application to Large Scale Systems , 2014 .

[35]  Frank Allgöwer,et al.  Distributed MPC for Consensus and Synchronization , 2014 .

[36]  Ionela Prodan,et al.  Mixed-Integer Programming Techniques in Distributed MPC Problems , 2014 .