Faculty profile
Mustafa Kumral
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Research
Latest papers
Predicting energy consumption SAG mills through Bayesian generalized linear model and random forest.
Mining technology (Abingdon, Eng.) · 2025 · senior author
Dynamic multi-period mixed-integer non-linear programming model for equipment selection in the mining industry.
Mining technology (Abingdon, Eng.) · 2025 · senior author
Implementing Gaussian process modelling in predictive maintenance of mining machineries.
Mining technology (Abingdon, Eng.) · 2024 · senior author
Latest funding
- $186,000
Novel project and operations management strategies to adapt cyclical mineral industries to Industry 4.0 and the circular economy
NSERC · 2019 · Principal investigator
- $149,589
Development of novel 100 kW microwave-assisted rock excavation system for large scale proof-of-concept
NSERC · 2019 · Co-investigator
- $26,000
Novel project and operations management strategies to adapt cyclical mineral industries to a new industry age and circular economy
NSERC · 2018 · Principal investigator
5 publications.
Predicting energy consumption SAG mills through Bayesian generalized linear model and random forest.
Magzumov Z, Kumral M
Dynamic multi-period mixed-integer non-linear programming model for equipment selection in the mining industry.
Senses S, Kumral M
Implementing Gaussian process modelling in predictive maintenance of mining machineries.
Shao Z, Kumral M
Joint stochastic optimisation of stope layout, production scheduling and access network.
Penadillo C, Dimitrakopoulos R, Kumral M
Optimal refuge chamber position in underground mines based on tree network.
Shao Z, Yang YC, Kumral M
Novel project and operations management strategies to adapt cyclical mineral industries to Industry 4.0 and the circular economy
Principal investigators: Kumral, Mustafa
Keywords: Cyclical mineral industries; Data analytics; Machine learning; Mine construction project; Mine operation management; Mine production scheduling; Mine project management; Online optimization; Process control; Reliability and maintenance
Development of novel 100 kW microwave-assisted rock excavation system for large scale proof-of-concept
Principal investigators: Sasmito, Agus
Novel project and operations management strategies to adapt cyclical mineral industries to a new industry age and circular economy
Principal investigators: Kumral, Mustafa
Design optimization of access roads and networks in hard-rock underground mines_x000d_
Principal investigators: Kumral, Mustafa
Maximizing mine-mill reconciliation through a new cut-off grade and capacity setting model
Principal investigators: Kumral, Mustafa
Innovation mine optimization tailored to iron ore operations: long and short term planning with dynamic truck dispatching
Principal investigators: Kumral, Mustafa
Cost analysis, mining techniques and mineral extraction of near-Earth asteroids
Principal investigators: Kumral, Mustafa
Robust stope optimization: Extension to orebody uncertainty for practical risk and dilution management
Principal investigators: Kumral, Mustafa
Reliability based multi-objective strategic and operational mine planning through parallel meta-heuristics
Principal investigators: Kumral, Mustafa
Production strategy associated with quality requirements in iron ore open pit mines under price sensitivity
Principal investigators: Kumral, Mustafa
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
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