Construction and Application of Workshop Twin Model based on Group Systems Cognition

认知 计算机科学 过程(计算) 心理学 操作系统 神经科学
作者
Enming Li,Jingtao Zhou,Ming‐Wei Wang,Shusheng Zhang,Tengyuan Jiang
标识
DOI:10.1109/vrw58643.2023.00098
摘要

The digital twin workshop is considered a key technology for the transparency and continuous optimization of the workshop production process, as well as the trend of digital and intelligent development of the workshop. However, the current workshop digital twin model lacks a framework that can correlate the entire physical entity of the workshop and continuously compute and learn to empower the workshop with cognitive capabilities that can adapt to changing production conditions or new production scenarios. In this paper, a workshop digital twin model construction method based on group systems cognition (GS C) is proposed, aiming to realize the overall cognition of workshop production process in multiple layers from low-level physical subsystem to high-level group systems. Combining digital twin technology with the general cognitive principles of human problem solving in cognitive science, a workshop digital twin model framework including physical layer, virtual layer and cognitive layer is established; then, a multi-level cognitive computing model with sustainable learning capability was constructed by using information technology, so that the workshop twin model has cognitive capability. Finally, the application validation of the GSC-based workshop twin was carried out in an aerospace structural component manufacturing workshop as an example, and it was verified that GSC can endow the workshop twin with certain cognitive ability and effectively improve the workshop productivity.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
1秒前
火星上的思卉的应助被suibian采纳,获得10
1秒前
dongge完成签到,获得积分10
2秒前
2秒前
一花一世界完成签到,获得积分20
3秒前
233发布了新的文献求助10
4秒前
4秒前
4秒前
PhDLi完成签到,获得积分10
4秒前
乔清发布了新的文献求助30
4秒前
4秒前
Daisy发布了新的文献求助10
5秒前
呼啦啦发布了新的文献求助10
5秒前
5秒前
科研徐发布了新的文献求助10
5秒前
HanYang发布了新的文献求助10
6秒前
6秒前
帝休完成签到,获得积分10
6秒前
冬冬完成签到,获得积分10
7秒前
7秒前
小二郎的应助被jisoo采纳,获得10
8秒前
搜集达人的应助被1gnore采纳,获得10
8秒前
8秒前
wuyuanxin发布了新的文献求助10
9秒前
小鱼发布了新的文献求助10
9秒前
9秒前
sanbuzhiwai发布了新的文献求助10
10秒前
10秒前
10秒前
稚未发布了新的文献求助10
11秒前
我是老大的应助被Faiholo采纳,获得10
11秒前
molihuakai的应助被ksr采纳,获得10
11秒前
12秒前
熊登琢发布了新的文献求助10
13秒前
14秒前
11111发布了新的文献求助10
14秒前
15秒前
15秒前
15秒前
高分求助中
(应助此贴封号)通过应助OA文献获取积分 10000
Rosenblum, Global Change Biology 800
Organizational Behavior 510
Arbitrage Theory in Discrete and Continuous Time 500
Fortepian Chopina 400
A Silent Apostrophe:The Fayum Portraits 310
四川大学学位论文.郭瑞昂. 基于高压热扩散的n型磷掺杂金刚石半导体制备研究 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 有机化学 化学工程 内科学 物理 生物化学 复合材料 催化作用 细胞生物学 人工智能 心理学 无机化学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 7830656
求助须知:如何正确求助?哪些是违规求助? 9355069
关于积分的说明 20582620
捐赠科研通 7423494
什么是DOI,文献DOI怎么找? 3336511
关于科研通互助平台的介绍 2481062
邀请新用户注册赠送积分活动 2357076