• 主题
高级搜索  >
历史搜索 清空历史
首页> 外文会议>International Conference on Enterprise Systems >From Intelligent Manufacturing to Smart Manufacturing for Industry 4.0 Driven by Next Generation Artificial Intelligence and Further On
【24h】

From Intelligent Manufacturing to Smart Manufacturing for Industry 4.0 Driven by Next Generation Artificial Intelligence and Further On

机译：从智能制造到下一代人工智能驱动的工业4.0智能制造

获取原文
页面导航
  • 摘要
  • 著录项
  • 相似文献
  • 相关主题

摘要

Smart manufacturing (SM) is emerging as a new version of intelligent manufacturing (IM), reflecting the magnitude and impact of smart technologies such the Internet of Things, Cloud Computing, Cyber-Physical Systems and Big Data on Industry 4.0. This paper addresses how IM evolves to SM along with artificial intelligence (AI) evolution. To this end, this study first summarizes how the symbolic AI (called AI 1.0) characterized by structured contents and centralized control structures evolves into the next-generation AI (called AI 2.0) characterized by unstructured contents, decentralized control structures and machine learning (especially deep learning), and explain show IM enabled by AI 1.0 evolves into SM by AI 2.0 accordingly. Then, the comparison of IM and SM is discussed in detail. Finally, the further development of smart manufacturing for Industry 4.0 is given.
机译：智能制造（SM）作为智能制造（IM）的新版本而兴起，反映了诸如物联网，云计算，网络物理系统和大数据对工业4.0等智能技术的影响。本文探讨了IM如何与人工智能（AI）一起演变为SM。为此，本研究首先总结了以结构化内容和集中控制结构为特征的符号AI（称为AI 1.0）如何演变为以结构化内容，分散控制结构和机器学习（尤其是机器学习）为特征的下一代AI（称为AI 2.0）深度学习），并说明由AI 1.0启用的IM相应地由AI 2.0演变为SM。然后，详细讨论IM和SM的比较。最后，给出了针对工业4.0的智能制造的进一步发展。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱：kefu@zhangqiaokeyan.com

京公网安备：11010802029741号 ICP备案号：京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有

  • 客服微信

  • 服务号