A systematic review of artificial intelligence and data-driven approaches in strategic open-pit mine planning
R Noriega, Y Pourrahimian - Resources Policy, 2022 - Elsevier
The significant increase in data availability and high-computing power and innovations in
real-time monitoring systems enable the technological transformation of the mining industry …
real-time monitoring systems enable the technological transformation of the mining industry …
Vehicle dynamic dispatching using curriculum-driven reinforcement learning
This study focuses on optimizing resource allocation problems in complex dynamic
environments, specifically vehicle dispatching in closed bipartite queuing networks. We …
environments, specifically vehicle dispatching in closed bipartite queuing networks. We …
Transition to intelligent fleet management systems in open pit mines: A critical review on application of reinforcement-learning-based systems
A Hazrathosseini, A Moradi Afrapoli - Mining Technology, 2024 - journals.sagepub.com
The mathematical methods developed so far for addressing truck dispatching problems in
fleet management systems (FMSs) of open-pit mines fail to capture the autonomy and …
fleet management systems (FMSs) of open-pit mines fail to capture the autonomy and …
Real-time scheduling of autonomous mining trucks via flow allocation-accelerated tabu search
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 …
portion of total energy consumption. With the development of automation technology …
[HTML][HTML] Container port truck dispatching optimization using Real2Sim based deep reinforcement learning
In marine container terminals, truck dispatching optimization is often considered as the
primary focus as it provides crucial synergy between the sea-side operations and yard-side …
primary focus as it provides crucial synergy between the sea-side operations and yard-side …
Weighted-additive fuzzy multi-choice goal programming (WA-FMCGP) for supporting renewable energy site selection decisions
This paper proposes a novel weighted-additive fuzzy multi-choice goal programming (WA-
FMCGP) model for the imprecise decision context wherein several conflicting goals are …
FMCGP) model for the imprecise decision context wherein several conflicting goals are …
Integrating production planning with truck-dispatching decisions through reinforcement learning while managing uncertainty
JP de Carvalho, R Dimitrakopoulos - Minerals, 2021 - mdpi.com
This paper presents a new truck dispatching policy approach that is adaptive given different
mining complex configurations in order to deliver supply material extracted by the shovels to …
mining complex configurations in order to deliver supply material extracted by the shovels to …
Sustainable open pit fleet management system: integrating economic and environmental objectives into truck allocation
MG Anaraki, AM Afrapoli - Mining Technology, 2023 - journals.sagepub.com
Fleet management systems in open pit mines make two important semi-dynamic and
dynamic decisions to maximize utilization of available equipment: the decision of allocation …
dynamic decisions to maximize utilization of available equipment: the decision of allocation …
Optimization of truck-shovel allocation in open-pit mines under uncertainty: a chance-constrained goal programming approach
M Mohtasham, H Mirzaei-Nasirabad… - Mining …, 2021 - journals.sagepub.com
The truck allocation problem is an important section of the transportation system in open-pit
mines. Most available models for the truck scheduling problem do not directly address the …
mines. Most available models for the truck scheduling problem do not directly address the …
Integration of simulation and dispatch modelling to predict fleet productivity: an open-pit mining case
M Yeganejou, M Badiozamani… - Mining …, 2022 - journals.sagepub.com
Predicting the fleet requirement based on fleet productivity estimation is one of the critical
parts of a robust long-term mine plan. The dispatch logic that determines the return …
parts of a robust long-term mine plan. The dispatch logic that determines the return …