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.
|Title of host publication||Proceedings of MPMM|
|Subtitle of host publication||6th International Conference on Maintenance Performance Measurement and Management|
|Publisher||Luleå University of Technology|
|Publication status||Published - 2016|
|MoE publication type||A4 Article in a conference publication|
|Event||Maintenance Performance Measurement and Management Conference - Luleå Tekniska Universitet, Luleå, Sweden|
Duration: 28 Nov 2016 → 28 Nov 2016
|Conference||Maintenance Performance Measurement and Management Conference|
|Period||28/11/16 → 28/11/16|
- fleet data
- data refining
- asset management
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.