Data Driven Decision Making When Transitioning Towards a Modular Setup

Morten Skogstad Nielsen, Thomas Ditlev Brunø, Ann-Louise Andersen*, Kjeld Nielsen

*Corresponding author for this work

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Abstract

Modularization is becoming a more recognized strategy for manufacturing companies in order to stay competitive when customers are requiring more customized products at commodity prizes and with lead times as of-the-shelf products. When manufacturing companies decide to make a transition from an overall non-modular to a modular approach, one of the main considerations is the technical task of converting a portfolio of non-or-semi modular products and manufacturing systems into a number of modular architectures. Because products and manufacturing systems may have been developed over time and in different locations in the organization, information is rarely collected in one place and in a format which makes is suitable for analysis. Therefore, the purpose of this research is to present an overall approach for collecting, modelling and analyzing data in order to create an decision support system (DSS) to be used when answering some of the questions that will arise in the technical transformation process. This includes both the identification of data, the ETL process and the modelling of these data in order to perform advanced analytics. Finally some examples from a case company will be presented.

Original languageEnglish
Title of host publicationAdvances in System-Integrated Intelligence : Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy
EditorsMaurizio Valle, Dirk Lehmhus, Christian Gianoglio, Edoardo Ragusa, Lucia Seminara, Stefan Bosse, Ali Ibrahim, Klaus-Dieter Thoben
Number of pages10
PublisherSpringer
Publication date2023
Pages597-606
ISBN (Print)978-3-031-16280-0
ISBN (Electronic)978-3-031-16281-7
DOIs
Publication statusPublished - 2023
Event6th International Conference on System-Integrated Intelligence, SysInt 2022 - Genova, Italy
Duration: 7 Sept 20229 Sept 2022

Conference

Conference6th International Conference on System-Integrated Intelligence, SysInt 2022
Country/TerritoryItaly
CityGenova
Period07/09/202209/09/2022
SeriesLecture Notes in Networks and Systems
Volume546
ISSN2367-3370

Keywords

  • Data modelling
  • Decision making
  • Modularization

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