露天矿卡车调度模型综述

Q4 Engineering
A. Voronov, D. M. Dubinkin, Y. Voronov
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引用次数: 0

摘要

如今,很难想象一个露天采矿(OPM)企业中没有一个自动调度系统,该系统可以控制技术铲车系统(STS)的运行。本文的目的是回顾和记录矿山调度系统(DS)的模型和算法。目的是了解这些算法和该领域的拟议学术解决方案,以确定当前文献中的任何空白,并为确定需要在综合模拟和优化作战规划研究框架中解决的研究问题开辟机会。在这篇文章中,我们回顾了工业矿山调度系统及其背后的主要学术模型。调度系统分为三个后续相关问题进行回顾:最短路径、生产优化和实时调度。最后,从挖掘实践的可行性和大规模问题解决方案的最优性的角度,证明了当前调度系统算法的局限性。这篇文献综述的结果使我们能够评估集成模拟和优化作战规划框架的主要组成部分与当前矿山调度系统理论之间的逻辑联系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An overview of models for truck dispatching in open-pit mines
Nowadays, it is difficult to imagine an open-pit mining (OPM) enterprise without an automated dispatching system operating in it, which provides control over the operation of technological shovel-truck systems (STS). The objective of this article is to review and document the mine dispatching systems' (DS) models and algorithms. The purpose is to understand these algorithms and the proposed academic solutions in this area to identify any gaps in the current literature and to open up opportunities to establish research questions that need to be addressed in an integrated simulation and optimization operational planning research framework. In this article, we review industrial mine dispatching systems and the main academic models behind such systems. The dispatching systems are divided into three subsequently related problems to review: the shortest path, production optimization and real-time dispatching. Finally, the limitations of current algorithms for dispatching systems are documented in terms of mining practice feasibility and optimality of the solution on large-scale problems. The results of this literature review enable us to evaluate the logical links between major components of an integrated simulation and optimization operational planning framework with current theory of mine dispatching systems.
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来源期刊
Gornaya Promyshlennost
Gornaya Promyshlennost Engineering-Industrial and Manufacturing Engineering
CiteScore
1.10
自引率
0.00%
发文量
100
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