The advent of digital twins in surface mining: Its time has finally arrived

A Hazrathosseini, AM Afrapoli - Resources Policy, 2023 - Elsevier
The weaknesses of conventional simulations and ever-increasing capabilities offered by
technological trends have compressed the spring of the surface mining industry for a giant …

A Stochastic Energy-Efficient Robust Simulation-Based Truck Dispatching Optimization for Simultaneous GHG Mitigation and Operational Excellence in Open-Pit …

MK Ashtiani, AM Afrapoli, J Doucette… - … Modelling Practice and …, 2025 - Elsevier
Almost all currently active large open-pit mines across the globe heavily rely on fleet of
shovels and haul trucks for material handling. This material handling system has a …

Advancing container port traffic simulation: A data-driven machine learning approach in sparse data environments

X Chen, R Qu, J Dong, H Dong, R Bai - Applied Soft Computing, 2024 - Elsevier
Efficient truck dispatching strategies are paramount in container terminal operations. The
quality of these strategies heavily relies on accurate and expedient simulations, which …

Prioritisation of environmental improvement projects in deep-level mine ventilation systems

J Swanepoel, JC Vosloo, JH van Laar… - Mining, Metallurgy & …, 2023 - Springer
Deep-level underground mining costs in South Africa are continuously rising due to the
increased depth at which gold is being mined, resulting in a rise in virgin rock temperature …

Application of digital twin and IoT concepts for solving the tasks of hydraulically actuated heavy equipment lifecycle management

V Zhidchenko, H Handroos… - International Journal of …, 2020 - inderscienceonline.com
The paper considers an approach of using digital twin and IoT concepts for solving the tasks
related to the operation and maintenance of the hydraulically actuated heavy equipment. A …

DTFL‐DF: Digital twin architecture powered by federated learning decision forest to mitigate fire accidents in mining industry

U Kamalakannan, R Sriramulu… - Systems …, 2024 - Wiley Online Library
Automation is the guiding principle of this new era, and despite the problems that humanity
faces as a result of automation, technology has greatly benefitted people by streamlining …

Advanced Analytics for Surface Extraction

A Moradi-Afrapoli, H Askari-Nasab - … Analytics in Mining Industry to Make …, 2022 - Springer
Nowadays, approximately 90% of the minerals are extracted using surface mining methods.
Surface mining is the process of extracting minerals located at the surface or near the …

An approach for Evaluating the Full Truck and Full Bucket Loading Strategies in Open-Pit Mining Using a Discrete Event Simulation and Machine Learning

M Al-Masri - 2022 - era.library.ualberta.ca
Material loading and hauling are crucial factors in the mining industry, comprising over 50%
of the costs. Many studies covered optimization and improving the efficiency of truck-shovel …

[PDF][PDF] Developing a Local Search Algorithm for Solving the Allocation and Dispatching Problem of Transportation Fleet in Open Pit Mines

H Pirmoradian, M Monjezi… - Journal of Mineral …, 2023 - jmre.journals.ikiu.ac.ir
Loading and haulage operation in open pit mines is the last stage of the mining process.
truck-shovel system, due to its many advantages including high flexibility, is preferred for this …

[PDF][PDF] A Retrospective-Prospective Survey on the Introduction of Digital Twins to Mining Industry

A Hazrathosseini - Min. Optim. Lab, 2022 - researchgate.net
Digital Twin as a key enabler of Mining 4.0 is a sensational topic nowadays, characterized
with intelligent decision-making and real-time data flow. Conventional methods are …