生产线
项目调试
计算机科学
启发式
生产(经济)
过程(计算)
实时计算
工程类
人工智能
政治学
机械工程
操作系统
宏观经济学
出版
经济
法学
作者
Taihu Lian,Meng Ran,Wei Zhao,Pengxin Liu
标识
DOI:10.1109/wcmeim56910.2022.10021445
摘要
Aiming at the problems that the product manufacturing process of intelligent production line is not intelligent enough and the on-site commissioning is costly, long and risky, a virtual commissioning system design scheme of intelligent production line oriented to digital twin is proposed. Firstly, a data- driven multi-dimensional fusion modeling method of digital twin is used to construct a multi-dimensional model of the digital twin of an smart production line; secondly, in order to improve the intelligence of the smart production line, a heuristic ant colony algorithm is proposed to optimize the allocation of cargo space in the automated three-dimensional warehouse; then, the communication mechanism and information interaction principle of the digital twin system of the smart production line are studied and analyzed; finally, the experiment proves that Finally, it is proved through experiments that the solution can reduce the risk of on-site commissioning of intelligent production line, shorten the commissioning time, and provide an effective solution for the intelligent enhancement and commissioning of intelligent production line.
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