MetaMining: Mining in the Metaverse

doi:10.1109/TSMC.2022.3233588

	MetaMining: Mining in the Metaverse
	Liu, Kunhua 1; Chen, Long2 ; Li, Lingxi 3; Ren, Huaiwei 4; Wang, Fei-Yue2,5,6
发表期刊	IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
ISSN	2168-2216
	2023-01-18
页码	10
通讯作者	Chen, Long(long.chen@ia.ac.cn)
摘要	Mines are one of the important energy sources in the world. Due to mining areas are often affected by adverse weather and environmental conditions (sand, dust, extreme cold, heavy snow, etc.), the efficiency and security of mining are low. As a new, efficient, prospective mode, Metaverse has been studied and successfully applied in various industries. However, there is still no research about its usage in mines. In this article, we apply Metaverse to mining and propose MetaMining. We present its definition and analyze the functions it could perform. Furthermore, we propose its development phases and architecture. Specifically, MetaMining is a mode, which aims to achieve high-efficiency, high-security mining in the physical world through the interaction between the physical world and the virtual world. Its development phases involve three steps: 1) digital twins; 2) digital natives; and 3) surreality. Its architecture consists of three components: 1) human world; 2) virtual mining system; and 3) physical mining system. In addition, we analyze key technologies and possible challenges in the construction of MetaMining.
关键词	Metaverse Data mining Task analysis Autonomous vehicles Safety Mining equipment Snow Artificial intelligence (AI) mining industry vehicles
DOI	10.1109/TSMC.2022.3233588
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[62006256] ; Key Research and Development Program of Guangzhou[202007050002]
项目资助者	National Natural Science Foundation of China ; Key Research and Development Program of Guangzhou
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号	WOS:000920490000001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/51435
专题	多模态人工智能系统全国重点实验室
通讯作者	Chen, Long
作者单位	1.Sun Yat Sen Univ, Sch Comp Sci & Engn, Guangzhou 510275, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100864, Peoples R China 3.Indiana Univ Purdue Univ Indianapolis, Purdue Sch Engn & Technol, Dept Elect & Comp Engn, Indianapolis, IN 46202 USA 4.China Coal Sci & Engn Grp, Sci & Technol Ctr, Beijing 100013, Peoples R China 5.Qingdao Acad Intelligent Ind, Parallel BlockchainTechnol Innovat Ctr, Qingdao 266109, Peoples R China 6.Natl Univ Def Technol, Res Ctr Mil Computat Expt & Parallel Syst, Changsha 410073, Peoples R China
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Liu, Kunhua,Chen, Long,Li, Lingxi,et al. MetaMining: Mining in the Metaverse[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2023:10.
APA	Liu, Kunhua,Chen, Long,Li, Lingxi,Ren, Huaiwei,&Wang, Fei-Yue.(2023).MetaMining: Mining in the Metaverse.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,10.
MLA	Liu, Kunhua,et al."MetaMining: Mining in the Metaverse".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2023):10.