Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives
This paper presents a review on the development and application of model predictive
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …
Virtual coupling in railways: A comprehensive review
J Felez, MA Vaquero-Serrano - Machines, 2023 - mdpi.com
The current mobility situation is constantly changing as people are increasingly moving to
urban areas. Therefore, a flexible mode of transport with high-capacity passenger trains and …
urban areas. Therefore, a flexible mode of transport with high-capacity passenger trains and …
Data-driven robust predictive control for mixed vehicle platoons using noisy measurement
This paper investigates cooperative adaptive cruise control (CACC) for mixed platoons
consisting of both human-driven vehicles (HVs) and automated vehicles (AVs). This …
consisting of both human-driven vehicles (HVs) and automated vehicles (AVs). This …
Robust min-max model predictive vehicle platooning with causal disturbance feedback
Platoon-based vehicular cyber-physical systems have gained increasing attention due to
their potentials in improving traffic efficiency, capacity, and saving energy. However, external …
their potentials in improving traffic efficiency, capacity, and saving energy. However, external …
Eco-driving of general mixed platoons with CAVs and HDVs
Eco-driving has been widely investigated over the last decade, but most studies focused on
an individual vehicle or a vehicle platoon consisting of pure connected and automated …
an individual vehicle or a vehicle platoon consisting of pure connected and automated …
A decentralized robust control approach for virtually coupled train sets
MA Vaquero‐Serrano, J Felez - Computer‐Aided Civil and …, 2023 - Wiley Online Library
In this paper, a novel approach to train control systems based on virtual coupling is
presented. Virtual coupling is a concept that has evolved from platooning of vehicles and …
presented. Virtual coupling is a concept that has evolved from platooning of vehicles and …
Deep reinforcement learning aided platoon control relying on V2X information
The impact of Vehicle-to-Everything (V2X) communications on platoon control performance
is investigated. Platoon control is essentially a sequential stochastic decision problem …
is investigated. Platoon control is essentially a sequential stochastic decision problem …
Multiobjective platooning of connected and automated vehicles using distributed economic model predictive control
J Luo, D He, W Zhu, H Du - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
This paper considers the multi-objective platooning control problem of a group of connected
and automated vehicles (CAVs) with bidirectional topologies. A new distributed economic …
and automated vehicles (CAVs) with bidirectional topologies. A new distributed economic …
Joint optimization of platoon control and resource scheduling in cooperative vehicle-infrastructure system
P Zhang, D Tian, J Zhou, X Duan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Vehicle platooning technology is essential in achieving group consensus, on-road safety,
and fuel-saving. Meanwhile, Vehicle-to-Infrastructure (V2I) communication significantly …
and fuel-saving. Meanwhile, Vehicle-to-Infrastructure (V2I) communication significantly …
Autonomous platoon control with integrated deep reinforcement learning and dynamic programming
Autonomous vehicles in a platoon determine the control inputs based on the system state
information collected and shared by the Internet of Things (IoT) devices. Deep reinforcement …
information collected and shared by the Internet of Things (IoT) devices. Deep reinforcement …