An operational-level multi-stage mine production timetabling model for optimally synchronising drilling, blasting and excavating operations

& (2017) An operational-level multi-stage mine production timetabling model for optimally synchronising drilling, blasting and excavating operations. International Journal of Mining, Reclamation and Environment, 31(7), pp. 457-474.

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Description

This paper proposes a new multi-stage mine production timetabling (MMPT) model to optimise open-pit mine production operations including drilling, blasting and excavating under real-time mining constraints. The MMPT problem is formulated as a mixed integer programming model and can be optimally solved for small-size MMPT instances by IBM ILOG-CPLEX. Due to NP-hardness, an improved shifting-bottleneck-procedure algorithm based on the extended disjunctive graph is developed to solve large-size MMPT instances in an effective and efficient way. Extensive computational experiments are presented to validate the proposed algorithm that is able to efficiently obtain the near-optimal operational timetable of mining equipment units. The advantages are indicated by sensitivity analysis under various real-life scenarios. The proposed MMPT methodology is promising to be implemented as a tool for mining industry because it is straightforwardly modelled as a standard scheduling model, efficiently solved by the heuristic algorithm, and flexibly expanded by adopting additional industrial constraints.

Impact and interest:

22 citations in Scopus
17 citations in Web of Science®
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ID Code: 93446
Item Type: Contribution to Journal (Journal Article)
Refereed: Yes
ORCID iD:
Kozan, Erhanorcid.org/0000-0002-3208-702X
Measurements or Duration: 18 pages
Keywords: blasting, disjunctive graph, drilling, excavating, heuristics, open-pit mining
DOI: 10.1080/17480930.2016.1160818
ISSN: 1748-0930
Pure ID: 33183141
Divisions: Past > Institutes > Institute for Future Environments
Past > QUT Faculties & Divisions > Science & Engineering Faculty
Current > Schools > School of Mathematical Sciences
Copyright Owner: Consult author(s) regarding copyright matters
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Deposited On: 07 Mar 2016 02:35
Last Modified: 27 Jun 2024 09:06