Towards Cognitive Intelligence-Enabled Manufacturing

Reuben Seyram Komla Agbozo, Pai Zheng, Tao Peng, Renzhong Tang

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

Cognitive intelligence-enabled manufacturing (CoIM) uses machines to utilize technologies that mimic human cognitive abilities to solve complex problems in manufacturing. With the support of a cognitive intelligence-enabled manufacturing system (CoIMS) architecture, information flow is organized and coordinated appropriately, starting from the machine sensory system, central system to the motor system. Machine perceptive abilities monitor, sense and capture equipment performance, aggregate data, and help gain valuable insights into the production process. It uses the industrial internet of things, data analytics, artificial intelligence and related techniques and cognitive computing and related technologies to address production issues in an autonomous manner. As such, CoIMS solves complex production problems. It also transforms manufacturing by improving product quality, productivity, and safety, reducing costs and downtimes, identifying knowledge gaps, and enhancing customer experience. Even so, a CoIMS is not responsible for making the final decision. Instead, it supplements information on the fly for engineers to take necessary actions.

Original languageEnglish
Title of host publicationAdvances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action
Subtitle of host publicationIFIP WG 5.7 International Conference, APMS 2022, Proceedings Part II
EditorsDuck Young Kim, Gregor von Cieminski, David Romero
PublisherSpringer Cham
Pages434-441
Number of pages8
Volume664
ISBN (Print)9783031164101
DOIs
Publication statusPublished - Sep 2022
EventIFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2022 - Gyeongju, Korea, Republic of
Duration: 25 Sep 202229 Sep 2022

Publication series

NameIFIP Advances in Information and Communication Technology
Volume664 IFIP
ISSN (Print)1868-4238
ISSN (Electronic)1868-422X

Conference

ConferenceIFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2022
Country/TerritoryKorea, Republic of
CityGyeongju
Period25/09/2229/09/22

Keywords

  • Artificial intelligence
  • Cognitive intelligence
  • Manufacturing
  • Self-X cognition
  • Smart decision making

ASJC Scopus subject areas

  • Information Systems
  • Computer Networks and Communications
  • Information Systems and Management

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