Exploring the transition from preventive maintenance to predictive maintenance within ERP systems by utilising digital twins

Liam Damant, Amy Forsyth, Ramona Farcas, Melvin Voigtländer, Sumit Singh, Ip Shing Fan, Essam Shehab

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Over the years, there has been an advancement in how manufacturing companies conduct maintenance. They have begun transitioning from Preventive Maintenance (PM) to Predictive Maintenance (PdM). With the introduction of technologies such as Digital Twin (DT), Internet of Things (IoT), and Intelligent Manufacturing (IM), the world is rapidly changing, thus allowing companies to optimise existing processes, products and reduce costs. The existing literature offers limited investigations and best practices in the end-to-end optimisation for maintenance transformation. The current paper intends to explore (a) the transition from PM to PdM and (b) the utilisation of DTs and IM for maintenance optimisation. The paper articulates the scope and features of end-to-end maintenance optimisation for asset uptime and cost benefits. The findings can help industries understand the introductions and advancements of technologies for predictive maintenance and end-to-end optimisation with the benefit of investigating and illustrating how companies can move forward.

Original languageEnglish
Title of host publicationTransdisciplinary Engineering for Resilience
Subtitle of host publicationResponding to System Disruptions - Proceedings of the 28th ISTE International Conference on Transdisciplinary Engineering
EditorsLinda Newnes, Susan Lattanzio, Bryan R. Moser, Bryan R. Moser, Stjepandic Josip, Nel Wognum
PublisherIOS Press BV
Pages171-180
Number of pages10
ISBN (Electronic)9781614994398
DOIs
Publication statusPublished - Oct 20 2021
Event28th ISTE International Conference on Transdisciplinary Engineering, TE 2021 - Virtual, Online, United Kingdom
Duration: Jul 5 2021Jul 9 2021

Publication series

NameAdvances in Transdisciplinary Engineering
Volume16

Conference

Conference28th ISTE International Conference on Transdisciplinary Engineering, TE 2021
Country/TerritoryUnited Kingdom
CityVirtual, Online
Period7/5/217/9/21

Keywords

  • Artificial Intelligence
  • Digital Twin
  • Enterprise Resource Planning (ERP)
  • Intelligent Manufacturing
  • Internet of Things
  • Optimisation
  • Predictive Maintenance
  • Preventive Maintenance
  • Transdisciplinary

ASJC Scopus subject areas

  • Computer Science Applications
  • Industrial and Manufacturing Engineering
  • Software
  • Algebra and Number Theory
  • Strategy and Management

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