Internet of things (IoT) and big data analytics (BDA) for digital manufacturing (DM)

Bi, Z. (author): Department of Mathematics, Technion - IIT, Haifa, 3200003, Israe

Jin, Y. (author): School of Mechanical and Aerospace Engineering, Queen’s University Belfast, Belfast, UK

Maropoulos, P. (author): School of Mechanical and Aerospace Engineering, Queen’s University Belfast, Belfast, UK

Zhang, W. -J (author): Department of Mechanical Engineering, University of Saskatchewan, Saskatoon, Canada

(creator_code:org_t)

2021-07-19
2021
English.
In: International Journal of Production Research. - : Informa UK Limited. - 0020-7543 .- 1366-588X. ; , s. 1-18

Related links:: https://urn.kb.se/re...; show more...; https://doi.org/10.1...; show less...

Abstract Subject headings

This paper aims to investigate the impact of enterprise architecture (EA) on system capabilities in dealing with changes and uncertainties in globalised business environments. Enterprise information systems are viewed as information systems to acquire, process, and utilise data in decision-making supports at all levels and domains of businesses, and Internet of things (IoT), big data analytics (BDA), and digital manufacturing (DM) are introduced as representative enabling technologies for data collection, processing, and utilisation in manufacturing applications. The historical development of manufacturing technologies is examined to understand the evolution of system paradigms. The Shannon entropy is adopted to measure the complexity of systems and illustrate the roles of EAs in managing system complexity and achieving system stability in the long term. It is our argument that existing EAs sacrifice system flexibility, resilience, and adaptability for the reduction of system complexity; note that higher adaptability is critical to make a manufacturing system successfully. New EA is proposed to maximise system capabilities for higher flexibility, resilience, and adaptability. The potentials of the proposed EA to modern manufacturing are explored to identify critical research topics with illustrative examples from an application perspective.

SAMHÄLLSVETENSKAP -- Medie- och kommunikationsvetenskap -- Systemvetenskap, informationssystem och informatik med samhällsvetenskaplig inriktning (hsv//swe)
SOCIAL SCIENCES -- Media and Communications -- Information Systems, Social aspects (hsv//eng)

By the author/editor: Bi, Z.; Jin, Y.; Maropoulos, P.; Zhang, W. -J; Wang, Lihui

About the subject

SOCIAL SCIENCES: SOCIAL SCIENCES; and Media and Commun ...; and Information Syst ...

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