An operational-level multi-stage mine production timetabling model for optimally synchronising drilling, blasting and excavating operations
Data(s) |
02/03/2016
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Resumo |
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. |
Formato |
application/pdf |
Identificador | |
Publicador |
Taylor & Francis Group |
Relação |
http://eprints.qut.edu.au/93446/1/MMPT%20IJMRE%20paper.pdf DOI:10.1080/17480930.2016.1160818 Kozan, Erhan & Liu, Shi Qiang (2016) An operational-level multi-stage mine production timetabling model for optimally synchronising drilling, blasting and excavating operations. . (In Press) |
Direitos |
Copyright 2016 Taylor & Francis Group |
Fonte |
School of Mathematical Sciences; Science & Engineering Faculty |
Palavras-Chave | #010206 Operations Research #091405 Mining Engineering #open-pit mining #drilling #blasting #excavating #heuristics #disjunctive graph |
Tipo |
Journal Article |