A review of operations research in mine planning

AM Newman, E Rubio, R Caro, A Weintraub… - …, 2010 - pubsonline.informs.org
Applications of operations research to mine planning date back to the 1960s. Since that
time, optimization and simulation, in particular, have been applied to both surface and …

A review of machine learning applications for underground mine planning and scheduling

P Chimunhu, E Topal, AD Ajak, W Asad - Resources Policy, 2022 - Elsevier
Production planning and scheduling optimisation for underground mining operations has
continued to attract significant attention over the last decades. This has been necessitated …

A new MIP model for mine equipment scheduling by minimizing maintenance cost

E Topal, S Ramazan - European Journal of Operational Research, 2010 - Elsevier
Mining investment has been recognized as capital intensive due mainly to the cost of large
equipment. Equipment capital costs for a given operation are usually within the order of …

Operations research in the natural resource industry

T Bjørndal, I Herrero, A Newman… - International …, 2012 - Wiley Online Library
Operations research is becoming increasingly prevalent in the natural resource sector,
specifically in agriculture, fisheries, forestry and mining. While there are similar research …

Optimizing long-term production plans in underground and open-pit copper mines

R Epstein, M Goic, A Weintraub, J Catalán… - Operations …, 2012 - pubsonline.informs.org
We present a methodology for long-term mine planning based on a general capacitated
multicommodity network flow formulation. It considers underground and open-pit ore …

Using aggregation to optimize long-term production planning at an underground mine

AM Newman, M Kuchta - European Journal of Operational Research, 2007 - Elsevier
Motivated by an underground mining operation at Kiruna, Sweden, we formulate a mixed
integer program to schedule iron ore production over multiple time periods. Our optimization …

Production scheduling optimisation for sublevel stoping mines using mathematical programming: A review of literature and future directions

F Sotoudeh, M Nehring, M Kizil, P Knights, A Mousavi - Resources Policy, 2020 - Elsevier
The mining industry continues to face the problem of depleting grades and the subsequent
significant variation in economic, environmental and technological characteristics have been …

A solution approach for optimizing long-and short-term production scheduling at LKAB's Kiruna mine

MA Martinez, AM Newman - European journal of operational research, 2011 - Elsevier
We present a mixed-integer program to schedule long-and short-term production at LKAB's
Kiruna mine, an underground sublevel caving mine located in northern Sweden. The model …

The integrated optimization of underground stope layout designing and production scheduling incorporating a non-dominated sorting genetic algorithm (NSGA-II)

S Foroughi, JK Hamidi, M Monjezi, M Nehring - Resources Policy, 2019 - Elsevier
Stope layout designing and production scheduling are main phases to determine the
profitability of an underground mining project. These are mainly related to the output of one …

Early start and late start algorithms to improve the solution time for long-term underground mine production scheduling

E Topal - Journal of the Southern African Institute of Mining and …, 2008 - scielo.org.za
Mixed integer programming (MIP) has been used for optimizing production schedules of
mines since the 1960s. The major problem in the long-term production scheduling for an …