Value of predictive analytics in networked asset management service offering

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

    Abstract

    This paper presents a study for collaborative development of an offering with predictive analytics integrated with system level maintenance and asset management offering. The paper presents dimensions of key performance indicators (KPIs) applicable for managing the risks and opportunities and collaboration perspectives of an analytics-based asset management business model in an underground mining business environment. Furthermore, the paper discusses the value of predictive analytics and how the service offerings should be effectively integrated. The paper introduces a framework for collaborative digital service offering, with related KPI dimensions and outlines the larger context in which individual asset management services need to be better understood.
    Original languageEnglish
    Title of host publication2019 World Congress: Resilience, Reliability and Asset Management
    Subtitle of host publicationConference proceedings
    PublisherFuture Resilient Systems (FRS)
    Pages21-24
    Number of pages4
    Publication statusPublished - 9 Dec 2019
    MoE publication typeD3 Professional conference proceedings
    EventWorld Congress on Resilience, Reliability and Asset Management, WCRRA 2019 - Singapore, Singapore
    Duration: 28 Jul 201931 Jul 2019
    http://resilienceconference.ethz.ch/

    Conference

    ConferenceWorld Congress on Resilience, Reliability and Asset Management, WCRRA 2019
    Abbreviated titleWCRRA 2019
    CountrySingapore
    CitySingapore
    Period28/07/1931/07/19
    Internet address

    Fingerprint

    Asset management
    Industry
    Predictive analytics

    Cite this

    Ahonen, T. (2019). Value of predictive analytics in networked asset management service offering. In 2019 World Congress: Resilience, Reliability and Asset Management: Conference proceedings (pp. 21-24). Future Resilient Systems (FRS).
    Ahonen, Toni. / Value of predictive analytics in networked asset management service offering. 2019 World Congress: Resilience, Reliability and Asset Management: Conference proceedings. Future Resilient Systems (FRS), 2019. pp. 21-24
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    abstract = "This paper presents a study for collaborative development of an offering with predictive analytics integrated with system level maintenance and asset management offering. The paper presents dimensions of key performance indicators (KPIs) applicable for managing the risks and opportunities and collaboration perspectives of an analytics-based asset management business model in an underground mining business environment. Furthermore, the paper discusses the value of predictive analytics and how the service offerings should be effectively integrated. The paper introduces a framework for collaborative digital service offering, with related KPI dimensions and outlines the larger context in which individual asset management services need to be better understood.",
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    Ahonen, T 2019, Value of predictive analytics in networked asset management service offering. in 2019 World Congress: Resilience, Reliability and Asset Management: Conference proceedings. Future Resilient Systems (FRS), pp. 21-24, World Congress on Resilience, Reliability and Asset Management, WCRRA 2019, Singapore, Singapore, 28/07/19.

    Value of predictive analytics in networked asset management service offering. / Ahonen, Toni.

    2019 World Congress: Resilience, Reliability and Asset Management: Conference proceedings. Future Resilient Systems (FRS), 2019. p. 21-24.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

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    Ahonen T. Value of predictive analytics in networked asset management service offering. In 2019 World Congress: Resilience, Reliability and Asset Management: Conference proceedings. Future Resilient Systems (FRS). 2019. p. 21-24