Abstract
| Original language | English |
|---|---|
| Pages (from-to) | 163-167 |
| Journal | Management Systems in Production Engineering |
| Volume | 25 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 2017 |
| MoE publication type | A1 Journal article-refereed |
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Keywords
- fleet data
- ecosystem
- framework
- value
- data refining
- asset management
Cite this
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A framework for creating value from fleet data at ecosystem level. / Kinnunen, Sini-Kaisu; Marttonen-Arola, Salla; Kärri, Timo; Hanski, Jyri.
In: Management Systems in Production Engineering, Vol. 25, No. 3, 2017, p. 163-167.Research output: Contribution to journal › Article › Scientific › peer-review
TY - JOUR
T1 - A framework for creating value from fleet data at ecosystem level
AU - Kinnunen, Sini-Kaisu
AU - Marttonen-Arola, Salla
AU - Kärri, Timo
AU - Hanski, Jyri
PY - 2017
Y1 - 2017
N2 - As companies have recently gotten 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 can then be utilized e.g. to gain cost savings and to develop products and services. The ambi-tion of the companies is to create value from fleet data but this requires that different actors in 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 possi-ble, we need a framework to meet the requirements of the fleet life-cycle data utilization. This means that the different actors in the 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 ecosystems. As a result, we present a conceptual framework which helps companies to develop their asset management practices related to the fleet of assets.
AB - As companies have recently gotten 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 can then be utilized e.g. to gain cost savings and to develop products and services. The ambi-tion of the companies is to create value from fleet data but this requires that different actors in 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 possi-ble, we need a framework to meet the requirements of the fleet life-cycle data utilization. This means that the different actors in the 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 ecosystems. As a result, we present a conceptual framework which helps companies to develop their asset management practices related to the fleet of assets.
KW - fleet data
KW - ecosystem
KW - framework
KW - value
KW - data refining
KW - asset management
U2 - 10.1515/mspe-2017-0024
DO - 10.1515/mspe-2017-0024
M3 - Article
VL - 25
SP - 163
EP - 167
JO - Management Systems in Production Engineering
JF - Management Systems in Production Engineering
SN - 2299-0461
IS - 3
ER -