Parallel driving OS: A ubiquitous operating system for autonomous driving in CPSS

L Chen, Y Zhang, B Tian, Y Ai, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of autonomous driving technologies, a vast array of autonomous
driving algorithms and platforms have emerged. These algorithms and platforms are usually …

Mining 5.0: Concept and framework for intelligent mining systems in CPSS

L Chen, J Xie, X Zhang, J Deng, S Ge… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This letter is part of the Intelligent Mining Development Forum and aims to summarize the
discussions of Mining 5.0 from Intelligent Vehicle 5.0 project by IEEE TIV, which represents a …

Real-time scheduling of autonomous mining trucks via flow allocation-accelerated tabu search

X Zhang, A Guo, Y Ai, B Tian… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Material transportation is an essential process in mining operations and accounts for a large
portion of total energy consumption. With the development of automation technology …

Vehicle dynamic dispatching using curriculum-driven reinforcement learning

X Zhang, G Xiong, Y Ai, K Liu, L Chen - Mechanical Systems and Signal …, 2023 - Elsevier
This study focuses on optimizing resource allocation problems in complex dynamic
environments, specifically vehicle dispatching in closed bipartite queuing networks. We …

The use of intelligent vehicles and artificial intelligence in mining operations: Ethics, responsibility, and sustainability

S Ge, Y Xie, K Liu, Z Ding, E Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This letter is resulted from IEEE TIV's Decentralized and Hybrid Workshops (DHW) on
Autonomous Mining (AM). We have already conducted 2 distributed/decentralized and …

Maximizing Mining Operations: Unlocking the Crucial Role of Intelligent Fleet Management Systems in Surface Mining's Value Chain

A Hazrathosseini, A Moradi Afrapoli - Mining, 2023 - mdpi.com
On the one side, the operational expenses of mining enterprises are showing an upward
trend; and on the other side, conventional mining fleet management systems (FMSs) are …

Micro-Factors-Aware Scheduling of Multiple Autonomous Trucks in Open-Pit Mining via Enhanced Metaheuristics

Y Fang, X Peng - Electronics, 2023 - mdpi.com
Traditional open-pit mineral transportation systems are typically subject to manual
command, frequently leading to vehicular delays and traffic congestion. With the …

Decoupled Real-Time Trajectory Planning for Multiple Autonomous Mining Trucks in Unloading Areas

Q Yang, Y Ai, S Teng, Y Gao, C Cui… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cooperative trajectory planning for autonomous vehicles has garnered significant attention
in structured environments, but corresponding methodologies for unstructured environments …

Autonomous mining through cooperative driving and operations enabled by parallel intelligence

L Chen, Y Xie, Y He, Y Ai, B Tian, L Li, S Ge… - Communications …, 2024 - nature.com
Autonomous mining is promising to address several current issues in the mining sector,
such as low productivity, safety concerns, and labor shortages. Although partial automation …

Design of loading and transportation fleet in open-pit mines using simulation approach and metaheuristic algorithms

HH Ghaziania, M Monjezi, A Mousavi… - Journal of Mining …, 2021 - jme.shahroodut.ac.ir
The production cycle in open-pit mines includes the drilling, blasting, loading, and haulage.
Since loading and haulage account for a large part of the mining costs, it is very important to …