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Perspectives on Smart Maintenance Technologies – A Case Study in Small and Medium-Sized Enterprises (SMEs) Within Manufacturing Industry
Mälardalen Industrial Technology Center AB, Eskilstuna, Sweden.ORCID-id: 0000-0002-4543-0069
Mälardalens universitet, Akademin för innovation, design och teknik, Innovation och produktrealisering. Volvo Construction Equipment Operations, Eskilstuna, Sweden.ORCID-id: 0000-0002-0729-0122
Mälardalens universitet, Akademin för innovation, design och teknik, Innovation och produktrealisering.ORCID-id: 0000-0002-7494-1474
2023 (Engelska)Ingår i: 16th WCEAM Proceedings, Springer Nature , 2023, s. 571-585Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Industry 4.0 consists of nine technological pillars: IIoT, Cloud Computing, Big Data and Analytics, AR, etc. Some of the pillars play an essential role in maintenance development. Previous research presents many technologies for smart maintenance, but one prevailing problem is that there are still challenges to implementing smart maintenance technologies cost-effectively in the manufacturing industry. Therefore, we explore perspectives on smart maintenance technologies from respondents within 15 manufacturing SMEs. We start by investigating whether the companies had implemented smart maintenance technologies, if so, in what context. Then, we explore perspectives from the manufacturing SMEs on added values, challenges, opportunities, advantages, and disadvantages of smart maintenance technologies. However, as none of the case companies had implemented any Smart Maintenance Technologies, only implementation challenges could be investigated.

Ort, förlag, år, upplaga, sidor
Springer Nature , 2023. s. 571-585
Serie
Lecture Notes in Mechanical Engineering, ISSN 2195-4356, E-ISSN 2195-4364
Nationell ämneskategori
Teknik och teknologier Produktionsteknik, arbetsvetenskap och ergonomi
Identifikatorer
URN: urn:nbn:se:mdh:diva-62070DOI: 10.1007/978-3-031-25448-2_53Scopus ID: 2-s2.0-85151146920ISBN: 978-3-031-25448-2 (digital)OAI: oai:DiVA.org:mdh-62070DiVA, id: diva2:1743276
Konferens
16th World Congress on Engineering Asset Management (WCEAM), Seville from 5–7 October 2022.
Tillgänglig från: 2023-03-14 Skapad: 2023-03-14 Senast uppdaterad: 2023-11-13Bibliografiskt granskad
Ingår i avhandling
1. Smart Maintenance Technologies in the Manufacturing Industry: Implementation, Challenges, Enablers and Benefits
Öppna denna publikation i ny flik eller fönster >>Smart Maintenance Technologies in the Manufacturing Industry: Implementation, Challenges, Enablers and Benefits
2023 (Engelska)Licentiatavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

In Industry 4.0, production, Information Technology (IT), and the Internet are combined. The nine technologies of Industry 4.0, Artificial Intelligence (AI) and Cyber-Physical System (CPS), are changing machines, strategies, processes, and maintenance.

In the first generation of maintenance, machines were run to failure, which is related to Corrective Maintenance. Systems for planning and control were implemented in the second generation, related to Predetermined Maintenance. Condition Based Maintenance (CBM) was presented in the third maintenance generation. Industry 4.0 places new demands on maintenance and different maintenance approaches are presented in previous research, such as Maintenance 4.0, Smart Maintenance and Self-Maintenance. This research focuses on smart maintenance technologies, using the nine technologies of Industry 4.0, such as Industrial Internet of Things (IIoT), and Big Data and Analytics, for machine connection, maintenance data collection, analysis of data, and making decisions using AI. CPS can be used to integrate the physical world, such as manufacturing machines, factory environment, material, people, and executions, with the cyber world, such as data analysis, apps, services, and decision-making.

Previous research presents several approaches to smart maintenance technologies. One problem is a lack of research regarding how smart maintenance technologies can be implemented to add benefits to the maintenance organization in line with company’s goal. Furthermore, previous research presents that further research is needed to support the manufacturing industry in what step an organization should take to implement smart maintenance technologies. In this research, four studies have been performed, which include literature reviews to obtain a clear overview of the research area of smart maintenance, as well as collected empirical data. The empirical data is collected from large companies and Small and Medium-sized Enterprises (SMEs), within the manufacturing industry, to obtain a clear overview of the manufacturing industry’ situation. The studies show that the manufacturing industry faces several challenges when implementing smart maintenance technologies, despite the concept of Industry 4.0 has been discussed for more than ten years. In this research, a conceptual implementation process is proposed, including challenges and enablers to consider when implementing smart maintenance technologies, as well as benefits of using smart maintenance technologies.

Ort, förlag, år, upplaga, sidor
Eskilstuna: Mälardalens universitet, 2023. s. 75
Serie
Mälardalen University Press Licentiate Theses, ISSN 1651-9256 ; 350
Nationell ämneskategori
Teknik och teknologier Datorsystem
Forskningsämne
industriella system
Identifikatorer
urn:nbn:se:mdh:diva-64731 (URN)978-91-7485-622-4 (ISBN)
Presentation
2023-12-15, Mälardalen Industrial Technology Center, John Engellaus Gata 1, Eskilstuna, 09:00 (Svenska)
Opponent
Handledare
Tillgänglig från: 2023-11-14 Skapad: 2023-11-13 Senast uppdaterad: 2023-11-24Bibliografiskt granskad

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Giliyana, SanBengtsson, MarcusSalonen, Antti

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