Exploring the application of ant colony optimization in path planning for Unmanned Surface Vehicles

H Heng, MHM Ghazali, W Rahiman - Ocean Engineering, 2024 - Elsevier
USVs have emerged as effective instruments in a wide range of maritime applications,
including environmental monitoring and search-and-rescue missions. The surge in their …

A survey on navigation approaches for automated guided vehicle robots in dynamic surrounding

M Aizat, A Azmin, W Rahiman - IEEE Access, 2023 - ieeexplore.ieee.org
Automated Guided Vehicles (AGV) have received a lot of attention in recent years in terms of
both hardware and software research. Nowadays, the AGV offers more adaptable and …

Airport AGV path optimization model based on ant colony algorithm to optimize Dijkstra algorithm in urban systems

Y Zhou, N Huang - Sustainable Computing: Informatics and Systems, 2022 - Elsevier
Nowadays, with the rapid development of intelligent logistics and Automated Guided
Vehicles (AGV), the application scenario areas of AGVs are becoming more and more …

Combining reinforcement learning and conventional control to improve automatic guided vehicles tracking of complex trajectories

JE Sierra‐Garcia, M Santos - Expert Systems, 2024 - Wiley Online Library
With the rapid growth of logistics transportation in the framework of Industry 4.0, automated
guided vehicle (AGV) technologies have developed speedily. These systems present two …

A Comprehensive Review of Recent Advances in Automated Guided Vehicle Technologies: Dynamic Obstacle Avoidance in Complex Environment Toward …

M Aizat, N Qistina, W Rahiman - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Automated guided vehicles (AGVs) have recently acquired a lot of interest in the academic
research field and industry applications due to a variety of advantages, including increased …

[HTML][HTML] Federated discrete reinforcement learning for automatic guided vehicle control

JE Sierra-Garcia, M Santos - Future Generation Computer Systems, 2024 - Elsevier
Under the federated learning paradigm, the agents learn in parallel and combine their
knowledge to build a global knowledge model. This new machine learning strategy …

Development and experimental validation of control algorithm for person-following autonomous robots

JE Sierra-García, V Fernández-Rodríguez, M Santos… - Electronics, 2023 - mdpi.com
Automatic guided vehicles, in particular, and industrial autonomous mobile robots, in
general, are commonly used to automate intralogistics processes. However, there are …

Transformers for multi-horizon forecasting in an industry 4.0 use case

S Vakaruk, A Karamchandani, JE Sierra-García… - Sensors, 2023 - mdpi.com
Recently, a novel approach in the field of Industry 4.0 factory operations was proposed for a
new generation of automated guided vehicles (AGVs) that are connected to a virtualized …

Implementations of Digital Transformation and Digital Twins: Exploring the Factory of the Future

R Rahmani, C Jesus, SI Lopes - Processes, 2024 - mdpi.com
In the era of rapid technological advancement and evolving industrial landscapes,
embracing the concept of the factory of the future (FoF) is crucial for companies seeking to …

Evolutive tuning optimization of a PID controller for autonomous path-following robot

MR Abajo, JE Sierra-García, M Santos - 16th International Conference on …, 2022 - Springer
Abstract Automated Guided Vehicles (AGVs) are essential to settle the Industry 4.0
paradigm, along with other robotic systems. These autonomous vehicles are usually …