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EMBRACE THE UNKNOWN: STOP SAYING IT'S TOO HARD' AND START EMBRACING UNCERTAINTY IN YOUR MINE PLANS

机译:拥抱未知:停止说太难了“并开始在矿山计划中拥抱不确定性

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Nearly every input to a mine plan is based on an estimate. The estimates may be from sample data, historical information, models, or personal opinion, but in all cases, these values are simply expected values (means). In real life, we do not get to iterate the exact conditions at our mining operation many times to ensure that that average value is attained. The expected value also tells us nothing about the spread of values that that input might take on. The result is a significant amount of unquantified uncertainty in our mine plans. Unfortunately, it is often too expensive or time consuming to update planning processes and software. This paper presents a proof of concept spreadsheet scheduling tool that can be utilized to incorporate many geologic realizations (simulated models) into the mine scheduling process. While this POC is not intended to be a detailed model of uncertainty, it is to show that there are stepping stones available for mine planners to begin to embrace uncertainty and produce more achievable plans without requiring a significant change in their planning process.
机译:几乎每个对矿山计划的输入都基于估计。估计可以来自样本数据,历史信息,模型或个人意见,但在所有情况下,这些值都是预期的值(手段)。在现实生活中,我们不得不多次延长我们的采矿业务的确切条件,以确保达到平均值。预期的价值也告诉我们输入可能持续的价值观的差异。结果是我们矿山计划中的大量无关不确定性。不幸的是,更新规划过程和软件往往太昂贵或耗时。本文呈现了概念电子表格调度工具的证据,可用于将许多地质识别(模拟模型)纳入矿井调度过程。虽然此PoC并非旨在成为一个不确定性的详细模型,但要表明,矿山规划者有垫料石头开始接受不确定性,并在不需要对规划过程中进行重大变化的情况下产生更具可实现的计划。

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