典型文献
Parallel Factories for Smart Industrial Operations:From Big AI Models to Field Foundational Models and Scenarios Engineering
文献摘要：
The rapid advancement of fundamental theories and computing capacity has brought artificial intelligence,internet of things,extended reality,and many other new intelligent technologies into our daily lives.Due to the lack of interpretability and reliability guarantees,it is extremely challenging to apply these technologies directly to real-world industrial systems.Here we present a new paradigm for establishing parallel factories in metaverses to accelerate the deployment of intelligent technologies in real-world industrial systems:QAII-1.0.Based on cyber-physical-social systems,QAII-1.0 incorporates complex social and human factors into the design and analysis of industrial operations and is capable of handling industrial operations involving complex social and human behaviors.In QAII-1.0,a field foundational model called EuArtisan combined with scenarios engineering is de-veloped to improve the intelligence of industrial systems while ensuring industrial interpretability and reliability.Finally,par-allel oil fields in metaverses are established to demonstrate the operating procedure of QAII-1.0.
文献关键词：
中图分类号：
作者姓名：
Jingwei Lu;Xingxia Wang;Xiang Cheng;Jing Yang;Oliver Kwan;Xiao Wang
作者机构：
Qingdao Academy of Intelligent Industries,Qingdao 266114,and also with The State Key Laboratory for Management and Control of Complex Systems,Chinese Academy of Sciences,Beijing 100190,China;State Key Laboratory for Management and Control of Complex Systems,Chinese Academy of Sciences,Beijing 100190,and also with the School of Artificial Intelligence,University of Chinese Academy of Sciences,Beijing 100049;Motion G,Inc.,Singapore 068898,Singapore;School of Artificial Intelligence,Anhui University,Hefei 230031,and also with the Qingdao Academy of Intelligent Industries,Qingdao 266114,China
文献出处：
引用格式：
[1]Jingwei Lu;Xingxia Wang;Xiang Cheng;Jing Yang;Oliver Kwan;Xiao Wang-.Parallel Factories for Smart Industrial Operations:From Big AI Models to Field Foundational Models and Scenarios Engineering)[J].自动化学报（英文版）,2022(12):2079-2086
A类：
Factories,Foundational,metaverses,QAII,EuArtisan
B类：
Parallel,Smart,Industrial,Operations,From,Big,Models,Field,Scenarios,Engineering,rapid,advancement,fundamental,theories,computing,capacity,has,brought,artificial,intelligence,internet,things,extended,reality,many,other,new,intelligent,technologies,into,our,daily,lives,Due,lack,interpretability,reliability,guarantees,extremely,challenging,apply,these,directly,world,industrial,systems,Here,we,present,paradigm,establishing,parallel,factories,accelerate,deployment,Based,cyber,physical,social,incorporates,complex,human,factors,design,analysis,operations,capable,handling,involving,behaviors,foundational,model,called,combined,scenarios,engineering,veloped,improve,while,ensuring,Finally,oil,fields,are,established,demonstrate,operating,procedure
AB值：
0.572629
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