Multi-agent distributed model predictive control with fuzzy negotiation

M Francisco, Y Mezquita, S Revollar, P Vega… - Expert Systems with …, 2019 - Elsevier
In this work, a multi-agent distributed model predictive control (DMPC) including fuzzy
negotiation has been developed. A novel fuzzy inference system is introduced as a …

Hierarchical distributed model predictive control based on fuzzy negotiation

E Masero, M Francisco, JM Maestre, S Revollar… - Expert Systems with …, 2021 - Elsevier
This work presents a hierarchical distributed model predictive control approach for multiple
agents with cooperative negotiations based on fuzzy inference. Specifically, a fuzzy-based …

Distributed Model Predictive Control and Coalitional Control Strategies—Comparative Performance Analysis Using an Eight-Tank Process Case Study

A Maxim, O Pauca, CF Caruntu - Actuators, 2023 - mdpi.com
Complex systems composed of multiple interconnected sub-systems need to be controlled
with specialized control algorithms. In this paper, two classes of control algorithms suitable …

Feasible-cooperation distributed model predictive control scheme based on game theory

F Valencia, JJ Espinosa, B De Schutter… - IFAC Proceedings …, 2011 - Elsevier
This work deals with the formulation of a distributed model predictive control scheme as a
decision problem in which the decisions of each subsystem affect the decisions of the other …

A comparative analysis of distributed MPC techniques applied to the HD-MPC four-tank benchmark

I Alvarado, D Limon, DM De La Peña… - Journal of Process …, 2011 - Elsevier
Recently, there has been a renewed interest in the development of distributed model
predictive control (MPC) techniques capable of inheriting the properties of centralized …

Coalitional model predictive control of an irrigation canal

F Fele, JM Maestre, SM Hashemy… - Journal of Process …, 2014 - Elsevier
We present a hierarchical control scheme for large-scale systems whose components can
exchange information through a data network. The main goal of the supervisory layer is to …

An efficient cooperative-distributed model predictive controller with stability and feasibility guarantees for constrained linear systems

DD Santana, MAF Martins, D Odloak - Systems & Control Letters, 2020 - Elsevier
This paper proposes a quadratic programming based cooperative-distributed model
predictive control strategy, with stability and feasibility guarantees. Its feasibility is achieved …

A synthesis approach of distributed model predictive control for homogeneous multi-agent system with collision avoidance

P Wang, B Ding - International Journal of Control, 2014 - Taylor & Francis
For the tracking and formation problem of multi-agent systems with collision avoidance, a
synchronous distributed model predictive control (DMPC) algorithm is proposed. We …

Game approach to distributed model predictive control

L Giovanini - IET control theory & applications, 2011 - IET
This study introduces a framework for distributed model predictive control (MPC) based on
dynamic games, where centralised and decentralised control algorithms can be viewed as …

Fuzzy-model-based hybrid predictive control

A Núñez, D Sáez, S Oblak, I Škrjanc - ISA transactions, 2009 - Elsevier
In this paper we present a method of hybrid predictive control (HPC) based on a fuzzy
model. The identification methodology for a nonlinear system with discrete state–space …