Abstract
| Original language | English |
|---|---|
| Pages (from-to) | 111692-111708 |
| Journal | IEEE Access |
| Volume | 7 |
| DOIs | |
| Publication status | Published - 8 Aug 2019 |
| MoE publication type | A1 Journal article-refereed |
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Keywords
- data ecosystem
- data-based business
- knowledge management model
- energy domain
- requirements specification
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Requirements of an Energy Data Ecosystem. / Immonen, Anne; Kalaoja, Jarmo.
In: IEEE Access, Vol. 7, 08.08.2019, p. 111692-111708.Research output: Contribution to journal › Article › Scientific › peer-review
TY - JOUR
T1 - Requirements of an Energy Data Ecosystem
AU - Immonen, Anne
AU - Kalaoja, Jarmo
N1 - Project 115402
PY - 2019/8/8
Y1 - 2019/8/8
N2 - Digitalization is strongly entering new application domains around the world, thus also entering people’s everyday lives. Digitalization enables creating new kinds of businesses, but it also changes the way services, applications and data are provided and consumed. We carried out interviews with company representatives acting in the energy domain to receive up-to-date information about the companies’ awareness of digitalization, and the required changes they have identified in their future business scenarios. The interviewed companies were aware of the change pressure caused by digitalization, and especially the data exchange with other domain actors, predictions using data, new data-based services and data-based decision making were identified as key issues. However, currently there is a lack of digital infrastructure enabling the actors in the energy domain to perform data-based co-operation. The purpose of this paper is to identify the requirements for an energy data ecosystem that enables the companies in the energy domain to reach their business goals and to co-operate in data-based business. The initial goal is to identify the future tasks and goals of energy domain actors and define the type of co-operation environment, including knowledge management models and supporting services, required to support them. The research was implemented with industry actors in the energy domain that represent several different roles in energy markets, and the results of the research were also validated among the industry.
AB - Digitalization is strongly entering new application domains around the world, thus also entering people’s everyday lives. Digitalization enables creating new kinds of businesses, but it also changes the way services, applications and data are provided and consumed. We carried out interviews with company representatives acting in the energy domain to receive up-to-date information about the companies’ awareness of digitalization, and the required changes they have identified in their future business scenarios. The interviewed companies were aware of the change pressure caused by digitalization, and especially the data exchange with other domain actors, predictions using data, new data-based services and data-based decision making were identified as key issues. However, currently there is a lack of digital infrastructure enabling the actors in the energy domain to perform data-based co-operation. The purpose of this paper is to identify the requirements for an energy data ecosystem that enables the companies in the energy domain to reach their business goals and to co-operate in data-based business. The initial goal is to identify the future tasks and goals of energy domain actors and define the type of co-operation environment, including knowledge management models and supporting services, required to support them. The research was implemented with industry actors in the energy domain that represent several different roles in energy markets, and the results of the research were also validated among the industry.
KW - data ecosystem
KW - data-based business
KW - knowledge management model
KW - energy domain
KW - requirements specification
U2 - 10.1109/ACCESS.2019.2933919
DO - 10.1109/ACCESS.2019.2933919
M3 - Article
VL - 7
SP - 111692
EP - 111708
JO - IEEE Access
JF - IEEE Access
SN - 2169-3536
ER -