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Decision-support models for sustainable mining networks: fundamentals and challenges
Natural resource endowments have the potential of transforming the prospects of many
develo** economies. However, a nation's mineral resources can only generate prosperity …
develo** economies. However, a nation's mineral resources can only generate prosperity …
[HTML][HTML] Global optimization of open pit mining complexes with uncertainty
Global optimization for mining complexes aims to generate a production schedule for the
various mines and processing streams that maximizes the economic value of the enterprise …
various mines and processing streams that maximizes the economic value of the enterprise …
[HTML][HTML] Integrating production planning with truck-dispatching decisions through reinforcement learning while managing uncertainty
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 …
[HTML][HTML] Dynamically optimizing the strategic plan of mining complexes under supply uncertainty
Mining complexes are comprised of multiple mines and mineral processing streams, each
governed by internal (mineral deposit, operation) and external (commodity prices) …
governed by internal (mineral deposit, operation) and external (commodity prices) …
[HTML][HTML] Simultaneous stochastic optimization of an open-pit mining complex with preconcentration using reinforcement learning
A preconcentration facility is a major operational component that is critical for managing
capacities and improving process plant efficiency in a mining complex. These facilities have …
capacities and improving process plant efficiency in a mining complex. These facilities have …
[HTML][HTML] Connecting planning horizons in mining complexes with reinforcement learning and stochastic programming
Connecting short-and long-term production schedules in mining complexes is essential to
ensure that the long-term production schedule is achievable at shorter timescales. Previous …
ensure that the long-term production schedule is achievable at shorter timescales. Previous …
Simultaneous stochastic optimisation of an open-pit gold mining complex with waste management
Simultaneous stochastic optimisation manages risk and capitalises on the unique
interactions that occur in a mining complex, where materials are transferred between mines …
interactions that occur in a mining complex, where materials are transferred between mines …
Simultaneous stochastic optimization of an open pit gold mining complex with supply and market uncertainty
A mining complex can include multiple mines, stockpiles, waste dumps and processing
facilities. Traditional optimization approaches are often based on sequential optimization of …
facilities. Traditional optimization approaches are often based on sequential optimization of …
High-order simulation of geological domains and effects on stochastic long-term planning of mining complexes
Stochastic long-term mine planning has evolved to account for different sources of
uncertainty. Typically, the uncertainty and local variability of boundaries in geological …
uncertainty. Typically, the uncertainty and local variability of boundaries in geological …
Integrating short-term stochastic production planning updating with mining fleet management in industrial mining complexes: an actor-critic reinforcement learning …
Short-term production planning in industrial mining complexes involves defining daily,
weekly or monthly decisions that aim to achieve production targets established by long-term …
weekly or monthly decisions that aim to achieve production targets established by long-term …