A linear model for surface mining haul truck allocation incorporating shovel idle probabilities

作者：Ta Chung H^*; Ingolfsson Armann; Doucette John

来源：European Journal of Operational Research, 2013, 231(3): 770-778.

DOI：10.1016/j.ejor.2013.06.016

• Queueing
• OR in natural resources
• Integer programming
• Truck allocation
• Oil sand mining

We present models of trucks and shovels in oil sand surface mines. The models are formulated to minimize the number of trucks for a given set of shovels, subject to throughput and ore grade constraints. We quantify and validate the nonlinear relation between a shovel's idle probability (which determines the shovel's productivity) and the number of trucks assigned to the shovel via a simple approximation, based on the theory of finite source queues. We use linearization to incorporate this expression into linear integer programs. We assume in our integer programs that each shovel is assigned a single truck size but we outline how one could account for multiple truck sizes per shovel in an approximate fashion. The linearization of shovel idle probabilities allows us to formulate more accurate truck allocation models that are easily solvable for realistic-sized problems.

• 出版日期2013-12-16