The Integration of Lean Six Sigma Solutions and Emerging Technologies for Resilient Manufacturing in the Rail Transportation Sector in South Africa

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

Abstract

Promoting manufacturing excellence relies on the synergy between existing operations techniques and future technology as the cornerstone of digital manufacturing restructuration. This paper investigates the integration of Lean Six Sigma (LSS) solutions and emerging technologies for resilient manufacturing in the rail transportation sector in South Africa. This study applies cause-effect and technology-organisation-environment analyses to support the LSS methodologies namely Define, Measure, Analyze, Improve, Control (DMAIC) and Define, Measure, Analyze, Design, Verify (DMADV) for existing and innovative processes. The case study of Gibela-Rail Consortium is applied using its integrated manufacturing reports. Findings revealed that smart technologies like big Industrial Internet of Things (IIoT), advanced analytics, sensors, manufacturing systems, Artificial Intelligence (AI), blockchain and digital twin enable connectivity, automation, process streamlining, green practices, quality control, Just-in-time production, embedded policies, and integrated descriptive, prescriptive and predictive analytics for enhanced decision-making processes. Applying LSS and smart technologies enhances cost reduction, zero-waste, production increase enhanced maintenance, lightweight and energy-efficient trains, operational efficiency, passenger satisfaction and competitive advantage. The proposed Smart LSS (LSS4.0)-enabled Resilient Manufacturing Model combines lean techniques and smart technologies to enable resilient manufacturing and continuous improvement. Transport manufacturing companies should adopt a digital change culture enabling process revitalisation and the SA government should upgrade regulations and infrastructure to support digital and green transformation for long-term value creation.

Original languageEnglish
Title of host publicationFlexible Automation and Intelligent Manufacturing
Subtitle of host publicationThe Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability - Proceedings of FAIM 2025
EditorsKrishnaswami Srihari, Mohammad T. Khasawneh, Sangwon Yoon, Daehan Won
PublisherSpringer Science and Business Media Deutschland GmbH
Pages355-362
Number of pages8
ISBN (Print)9783032076748
DOIs
Publication statusPublished - 2026
Externally publishedYes
Event34th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2025 - New York City, United States
Duration: 21 Jun 202524 Jun 2025

Publication series

NameLecture Notes in Mechanical Engineering
ISSN (Print)2195-4356
ISSN (Electronic)2195-4364

Conference

Conference34th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2025
Country/TerritoryUnited States
CityNew York City
Period21/06/2524/06/25

Keywords

  • Advanced analytics
  • Digital twin
  • Gibela-Rail
  • Lean Six Sigma
  • Smart-to-green
  • Sustainable manufacturing and South Africa

ASJC Scopus subject areas

  • Automotive Engineering
  • Aerospace Engineering
  • Mechanical Engineering
  • Fluid Flow and Transfer Processes

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