A critical review of bench aggregation and mining cut clustering techniques based on optimization and artificial intelligence to enhance the open-pit mine planning

JLV Mariz, MM Badiozamani… - … Applications of Artificial …, 2024 - Elsevier
Determining the mining sequence is one of the main objectives in mine planning. However,
depending on the size of the analyzed instances, such activity might become an extremely …

[HTML][HTML] A block aggregation method for short-term planning of open pit mining with multiple processing destinations

S Salman, K Muhammad, A Khan, HJ Glass - Minerals, 2021 - mdpi.com
Clustering approaches are widely used to group similar objects and facilitate problem
analysis and decision-making in many fields. During short-term planning of open-pit mines …

Two-stage clustering algorithm for block aggregation in open pit mines

M Tabesh, H Askari-Nasab - Mining Technology, 2011 - journals.sagepub.com
One of the main obstacles in using exact optimisation methods for open pit production
scheduling is the size of real mining problems, which forms an intractable optimisation …

[HTML][HTML] A new open-pit mine planning optimization method using block aggregation and integer programming

NL Mai, E Topalt, O Ertent - Journal of the Southern African Institute of …, 2018 - scielo.org.za
Mathematical programming has been applied to optimizing open pit mine planning
problems since the early 1960s. Nonetheless, it still remains challenging to obtain a life-of …

A new mathematical model for the optimization of block aggregation in open pit mines

Y Aalian, A Mousavi, MH Bsiri - Mining Technology, 2022 - journals.sagepub.com
The open-pit production planning is one of the most important steps of mine design which
becomes a hard and challenging optimization problem in large-scale mineral deposits. A …

[HTML][HTML] A Constraint Programming approach to solve the clustering problem in open-pit mine planning

JLV Mariz, RL Peroni, RMA Silva - REM-International Engineering …, 2024 - SciELO Brasil
Since the open-pit precedence-constrained production scheduling problem is an NP-hard
problem, solving it is always a challenging task, especially from a long-term perspective …

[PDF][PDF] Creating mining-cuts using hierarchical clustering and tabu search algorithms

H Askari-Nasab, M Tabesh… - Mining Optimization …, 2010 - researchgate.net
Open pit mine plans define the complex strategy of displacement of ore and waste over the
mine life. Various mixed integer linear programming (MILP) formulations have been used for …

Column generation for mining cut definition with geometallurgical interactions

G Nelis, F Meunier, N Morales - Natural Resources Research, 2022 - Springer
This work presents a novel approach to solve the mining cut definition problem with
geometallurgical interactions in short-term mine planning for open-pit operations. Mining cut …

An application of mathematical programming to determine the best height of draw in block-cave sequence optimisation

Y Pourrahimian, H Askari-Nasab - Mining Technology, 2014 - journals.sagepub.com
Planning block-caving operations poses complexities in different areas such as safety,
environment, ground control and production scheduling. The objective of this paper is to …

[HTML][HTML] Presentation of a multi-index clustering technique for the mathematical programming of block-cave scheduling

F Nezhadshahmohammad, Y Pourrahimian… - International Journal of …, 2018 - Elsevier
Long-term planning is one of the most important stages that determines the distribution of
cash flows over the mine life and the feasibility of the project. However, it is not feasible in …