A Framework for Creating Value from Fleet Data at Ecosystem Level

Sini-Kaisu Kinnunen, Jyri Hanski, Salla Marttonen-Arola, Timo Kärri

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Abstract

As companies have recently got more interested in utilizing the increasingly gathered data and realizing the potential of data analysis, the ability to upgrade data into value for business has been recognized as an advantage. Companies gain competitive advantage if they are able to benefit from the fleet data that is produced both in and outside the boundaries of the company. Benefits of fleet management are based on the possibility to have access to the massive amounts of asset data that then can be utilized e.g. to gain cost savings and to develop products and services. The ambition of the companies is to create value from fleet data but this requires that different actors in industrial ecosystem are working together for a common goal - to get the most value out of fleet data for the ecosystem. In order that this could be possible, we need a framework to meet the requirements of the fleet life-cycle data utilization. This means that the different actors in the industrial ecosystem need to understand their role in the fleet data refining process in order to promote the value creation from fleet data. The objective of this paper is to develop a framework for knowledge management in order to create value from fleet data in industrial ecosystems. The framework is developed by reviewing prior research and it is accompanied with qualitative data from companies involved in the ongoing research program. As a result, we present a conceptual framework which helps companies to develop their asset management practices related to the fleet of assets.
Original languageEnglish
Title of host publicationProceedings of MPMM
Subtitle of host publication6th International Conference on Maintenance Performance Measurement and Management
PublisherLuleå University of Technology
Pages164-169
ISBN (Print)978-91-7583-841-0
Publication statusPublished - 2016
MoE publication typeA4 Article in a conference publication
EventMaintenance Performance Measurement and Management Conference - Luleå Tekniska Universitet, Luleå, Sweden
Duration: 28 Nov 201628 Nov 2016

Conference

ConferenceMaintenance Performance Measurement and Management Conference
Abbreviated titleMPMM
CountrySweden
CityLuleå
Period28/11/1628/11/16

Fingerprint

Ecosystem
Industrial ecosystem
Assets
Conceptual framework
Knowledge management
Value creation
Reviewing
Qualitative data
Asset management
Competitive advantage
Management practices
Upgrade
Research program
Life cycle
Cost savings

Keywords

  • fleet data
  • ecosystem
  • framework
  • data refining
  • asset management

Cite this

Kinnunen, S-K., Hanski, J., Marttonen-Arola, S., & Kärri, T. (2016). A Framework for Creating Value from Fleet Data at Ecosystem Level. In Proceedings of MPMM: 6th International Conference on Maintenance Performance Measurement and Management (pp. 164-169). Luleå University of Technology.
Kinnunen, Sini-Kaisu ; Hanski, Jyri ; Marttonen-Arola, Salla ; Kärri, Timo. / A Framework for Creating Value from Fleet Data at Ecosystem Level. Proceedings of MPMM: 6th International Conference on Maintenance Performance Measurement and Management. Luleå University of Technology, 2016. pp. 164-169
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abstract = "As companies have recently got more interested in utilizing the increasingly gathered data and realizing the potential of data analysis, the ability to upgrade data into value for business has been recognized as an advantage. Companies gain competitive advantage if they are able to benefit from the fleet data that is produced both in and outside the boundaries of the company. Benefits of fleet management are based on the possibility to have access to the massive amounts of asset data that then can be utilized e.g. to gain cost savings and to develop products and services. The ambition of the companies is to create value from fleet data but this requires that different actors in industrial ecosystem are working together for a common goal - to get the most value out of fleet data for the ecosystem. In order that this could be possible, we need a framework to meet the requirements of the fleet life-cycle data utilization. This means that the different actors in the industrial ecosystem need to understand their role in the fleet data refining process in order to promote the value creation from fleet data. The objective of this paper is to develop a framework for knowledge management in order to create value from fleet data in industrial ecosystems. The framework is developed by reviewing prior research and it is accompanied with qualitative data from companies involved in the ongoing research program. As a result, we present a conceptual framework which helps companies to develop their asset management practices related to the fleet of assets.",
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Kinnunen, S-K, Hanski, J, Marttonen-Arola, S & Kärri, T 2016, A Framework for Creating Value from Fleet Data at Ecosystem Level. in Proceedings of MPMM: 6th International Conference on Maintenance Performance Measurement and Management. Luleå University of Technology, pp. 164-169, Maintenance Performance Measurement and Management Conference, Luleå, Sweden, 28/11/16.

A Framework for Creating Value from Fleet Data at Ecosystem Level. / Kinnunen, Sini-Kaisu; Hanski, Jyri; Marttonen-Arola, Salla; Kärri, Timo.

Proceedings of MPMM: 6th International Conference on Maintenance Performance Measurement and Management. Luleå University of Technology, 2016. p. 164-169.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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N2 - As companies have recently got more interested in utilizing the increasingly gathered data and realizing the potential of data analysis, the ability to upgrade data into value for business has been recognized as an advantage. Companies gain competitive advantage if they are able to benefit from the fleet data that is produced both in and outside the boundaries of the company. Benefits of fleet management are based on the possibility to have access to the massive amounts of asset data that then can be utilized e.g. to gain cost savings and to develop products and services. The ambition of the companies is to create value from fleet data but this requires that different actors in industrial ecosystem are working together for a common goal - to get the most value out of fleet data for the ecosystem. In order that this could be possible, we need a framework to meet the requirements of the fleet life-cycle data utilization. This means that the different actors in the industrial ecosystem need to understand their role in the fleet data refining process in order to promote the value creation from fleet data. The objective of this paper is to develop a framework for knowledge management in order to create value from fleet data in industrial ecosystems. The framework is developed by reviewing prior research and it is accompanied with qualitative data from companies involved in the ongoing research program. As a result, we present a conceptual framework which helps companies to develop their asset management practices related to the fleet of assets.

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Kinnunen S-K, Hanski J, Marttonen-Arola S, Kärri T. A Framework for Creating Value from Fleet Data at Ecosystem Level. In Proceedings of MPMM: 6th International Conference on Maintenance Performance Measurement and Management. Luleå University of Technology. 2016. p. 164-169