INDUSTRY 4.0 - ARTIFICIAL INTELLIGENCE (AI) CONTRIBUTION TO CAPABILITY MATURITY

Andre Vermeulen, Jan Harm C. Pretorius, Albert J. Viljoen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

This paper reviews the extent of the disruptive nature of Industry 4.0 technologies applied to existing manufacturing industries. The inherent efficient and precision nature presented within the Cyber Physical Systems (CPS) and the nine pillars of Industry 4.0 technologies will increasingly exploit industry operations. This development of strategies and the impact thereof is significant for the drivers impacting on competitive forces within industry as well as consumers across the globe. The paper objective will therefore by means of research study illustrates how to (i) critically analyse the current developments of Artificial Intelligence (AI) one of the nine pillars within Industry 4.0 (ii) identify the dynamics of CPS's in the short term and (iii) how a multitude of exponential improvements can be realised for the early adopters of AI as part of their manufacturing and service digital strategy as a catalyst for increased organisational capability maturity through exponential continuous improvements and sustained innovation opportunities. The research results obtained therefore assisted in the design and testing of a comprehensive integrated Lean Six-Sigma (LSS), Critical Success Factors (CSF's), Design for Six Sigma (DFSS) and CMMI framework interacting and supported by Industry 4.0. The developed framework is undergoing testing multiple manufacturers in South Africa. The framework will assist the organisation to optimise processes and product quality coupled with product performance transcending into successful capability maturity outcomes in the pursuit of increased customer loyalty.

Original languageEnglish
Title of host publication2021 ASEM Virtual International Annual Conference "Engineering Management and The New Normal"
PublisherAmerican Society for Engineering Management
Pages190-199
Number of pages10
ISBN (Electronic)9798985333404
Publication statusPublished - 2021
Event42nd International Annual Conference of the American Society for Engineering Management: Engineering Management and The New Normal - Virtual, Online
Duration: 27 Oct 202130 Oct 2021

Publication series

Name2021 ASEM Virtual International Annual Conference "Engineering Management and The New Normal"

Conference

Conference42nd International Annual Conference of the American Society for Engineering Management: Engineering Management and The New Normal
CityVirtual, Online
Period27/10/2130/10/21

Keywords

  • Artificial and machine Intelligence (AI)
  • Capability Maturity Model Integrated (CMMI)
  • Continuous improvement
  • Industrial Internet of Things (IIOT's)
  • Industry 4.0
  • Lean Six Sigma
  • Quality Control (SQC)
  • Social intelligence

ASJC Scopus subject areas

  • Organizational Behavior and Human Resource Management

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