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Proposing a holistic framework for the assessment and management of manufacturing complexity through data-centric and human-centric approaches
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Kohr, Dominik, Ahmad, Mussawar, Alkan, Bugra, Kaniappan Chinnathai, Malarvizhi, Budde, Lukas, Vera, Daniel, Friedli, Thomas and Harrison, Robert (2019) Proposing a holistic framework for the assessment and management of manufacturing complexity through data-centric and human-centric approaches. In: International Conference on Complexity, Future Information Systems and Risk, Funchal, Madeira, Portugal, 20-21 Mar 2018. Published in: Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS, 86-93, 2018, Funchal, Madeira, Portugal, 1 pp. 86-93. ISBN 9789897582974. doi:10.5220/0006692000860093
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Official URL: https://doi.org/10.5220/0006692000860093
Abstract
A multiplicity of factors including technological innovations, dynamic operating environments, and globalisation are all believed to contribute towards the ever-increasing complexity of manufacturing systems. Although complexity is necessary to meet functional needs, it is important to assess and monitor it to reduce life-cycle costs by simplifying designs and minimising failure modes. This research paper identifies and describes two key industrially relevant methods for assessing complexity, namely a data-centric approach using the information theoretic method and a human-centric approach based on surveys and questionnaires. The paper goes onto describe the benefits and shortcomings of each and contributes to the body of knowledge by proposing a holistic framework that combines both assessment methods.
Item Type: | Conference Item (Paper) | ||||||||||||
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Subjects: | H Social Sciences > HD Industries. Land use. Labor T Technology > TS Manufactures |
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||||||||
Library of Congress Subject Headings (LCSH): | Automation, Production engineering, Business logistics | ||||||||||||
Journal or Publication Title: | Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS, 86-93, 2018, Funchal, Madeira, Portugal | ||||||||||||
Publisher: | Science and Technology Publications | ||||||||||||
ISBN: | 9789897582974 | ||||||||||||
Official Date: | 13 April 2019 | ||||||||||||
Dates: |
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Volume: | 1 | ||||||||||||
Page Range: | pp. 86-93 | ||||||||||||
DOI: | 10.5220/0006692000860093 | ||||||||||||
Status: | Peer Reviewed | ||||||||||||
Publication Status: | Published | ||||||||||||
Re-use Statement: | SCITEPRESS – Science and Technology Publications | ||||||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||||||
Date of first compliant deposit: | 15 January 2018 | ||||||||||||
Date of first compliant Open Access: | 28 September 2018 | ||||||||||||
RIOXX Funder/Project Grant: |
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Conference Paper Type: | Paper | ||||||||||||
Title of Event: | International Conference on Complexity, Future Information Systems and Risk | ||||||||||||
Type of Event: | Conference | ||||||||||||
Location of Event: | Funchal, Madeira, Portugal | ||||||||||||
Date(s) of Event: | 20-21 Mar 2018 | ||||||||||||
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