نتایج جستجو برای: robust model predictive control

تعداد نتایج: 3435771  

In this paper, a robust model predictive control (MPC) algorithm is addressed for nonlinear uncertain systems in presence of the control input constraint. For achieving this goal, firstly, the additive and polytopic uncertainties are formulated in the nonlinear uncertain systems. Then, the control policy can be demonstrated as a state feedback control law in order to minimize a given cost funct...

Journal: :IEEE transactions on intelligent vehicles 2021

The design of cooperative adaptive cruise control is critical in mixed traffic flow, where connected and automated vehicles (CAVs) human-driven (HDVs) coexist. Compared with pure CAVs, the major challenge how to handle prediction uncertainty HDVs, which can cause significant state deviation CAVs from planned trajectories. In most existing studies, model predictive (MPC) utilized replan CAVs' tr...

2014
Xiaotao Liu Daniela Constantinescu Panajotis Agathoklis

An increasing number of applications ranging from multi-vehicle systems, largescale process control systems, transportation systems to smart grids call for the development of cooperative control theory. Meanwhile, when designing the cooperative controller, the state and control constraints, ubiquitously existing in the physical system, have to be respected. Model predictive control (MPC) is one...

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