露天采矿中的自动化和人工智能技术——皮尔巴拉露天矿作业简介

Raymond Leung, Andrew J Hill, Arman Melkumyan
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摘要

这篇调查文章概述了采矿业遇到的一些工程问题、技术创新、机器人开发和自动化努力,特别是在西澳大利亚的皮尔巴拉铁矿地区。目标是描绘技术景观,突出与工程观众相关的问题,以提高对采矿中人工智能和自动化趋势的认识。它假设读者没有采矿的先验知识,并通过集中讨论和常见露天采矿作业的简短总结逐渐建立上下文。所进行的主要活动可按资源开发、矿山、铁路和港口业务分类。从矿产勘探到矿石运输,中间大约有9个步骤。这些措施包括:地质评估、矿山规划和开发、生产钻井和分析、爆破和挖掘、矿石和废物运输、粉碎和筛分、储存和装载、铁路网络分配和矿车倾倒。本文的目的是简要描述这些过程所涉及的内容,并从长达十年的产学研合作的角度确定一些挑战/机遇。
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Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara
This survey article provides a synopsis on some of the engineering problems, technological innovations, robotic development and automation efforts encountered in the mining industry -- particularly in the Pilbara iron-ore region of Western Australia. The goal is to paint the technology landscape and highlight issues relevant to an engineering audience to raise awareness of AI and automation trends in mining. It assumes the reader has no prior knowledge of mining and builds context gradually through focused discussion and short summaries of common open-pit mining operations. The principal activities that take place may be categorized in terms of resource development, mine-, rail- and port operations. From mineral exploration to ore shipment, there are roughly nine steps in between. These include: geological assessment, mine planning and development, production drilling and assaying, blasting and excavation, transportation of ore and waste, crush and screen, stockpile and load-out, rail network distribution, and ore-car dumping. The objective is to briefly describe what each of these processes involves and identify some of the challenges/opportunities from the perspective of a decade-long industry-university R&D collaboration.
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