{"title":"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","authors":"Raymond Leung, Andrew J Hill, Arman Melkumyan","doi":"arxiv-2301.09771","DOIUrl":null,"url":null,"abstract":"This survey article provides a synopsis on some of the engineering problems,\ntechnological innovations, robotic development and automation efforts\nencountered in the mining industry -- particularly in the Pilbara iron-ore\nregion of Western Australia. The goal is to paint the technology landscape and\nhighlight issues relevant to an engineering audience to raise awareness of AI\nand automation trends in mining. It assumes the reader has no prior knowledge\nof mining and builds context gradually through focused discussion and short\nsummaries of common open-pit mining operations. The principal activities that\ntake place may be categorized in terms of resource development, mine-, rail-\nand port operations. From mineral exploration to ore shipment, there are\nroughly nine steps in between. These include: geological assessment, mine\nplanning and development, production drilling and assaying, blasting and\nexcavation, transportation of ore and waste, crush and screen, stockpile and\nload-out, rail network distribution, and ore-car dumping. The objective is to\nbriefly describe what each of these processes involves and identify some of the\nchallenges/opportunities from the perspective of a decade-long\nindustry-university R&D collaboration.","PeriodicalId":501533,"journal":{"name":"arXiv - CS - General Literature","volume":"123 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara\",\"authors\":\"Raymond Leung, Andrew J Hill, Arman Melkumyan\",\"doi\":\"arxiv-2301.09771\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This survey article provides a synopsis on some of the engineering problems,\\ntechnological innovations, robotic development and automation efforts\\nencountered in the mining industry -- particularly in the Pilbara iron-ore\\nregion of Western Australia. The goal is to paint the technology landscape and\\nhighlight issues relevant to an engineering audience to raise awareness of AI\\nand automation trends in mining. It assumes the reader has no prior knowledge\\nof mining and builds context gradually through focused discussion and short\\nsummaries of common open-pit mining operations. The principal activities that\\ntake place may be categorized in terms of resource development, mine-, rail-\\nand port operations. From mineral exploration to ore shipment, there are\\nroughly nine steps in between. These include: geological assessment, mine\\nplanning and development, production drilling and assaying, blasting and\\nexcavation, transportation of ore and waste, crush and screen, stockpile and\\nload-out, rail network distribution, and ore-car dumping. The objective is to\\nbriefly describe what each of these processes involves and identify some of the\\nchallenges/opportunities from the perspective of a decade-long\\nindustry-university R&D collaboration.\",\"PeriodicalId\":501533,\"journal\":{\"name\":\"arXiv - CS - General Literature\",\"volume\":\"123 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - General Literature\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2301.09771\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - General Literature","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2301.09771","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.