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2016 | OriginalPaper | Buchkapitel

Decision Making Situations Define Data Requirements in Fleet Asset Management

verfasst von : Sini-Kaisu Kinnunen, Salla Marttonen-Arola, Antti Ylä-Kujala, Timo Kärri, Toni Ahonen, Pasi Valkokari, David Baglee

Erschienen in: Proceedings of the 10th World Congress on Engineering Asset Management (WCEAM 2015)

Verlag: Springer International Publishing

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Abstract

Large amounts of data are increasingly gathered in order to support decision making processes in asset management. The challenge is how best to utilise the large amounts of fragmented and unorganised data sets to benefit decision making, also at fleet level. It is therefore important to be able to utilize and combine all the relevant data, both technical and economic, to create new business knowledge to support effective decision making especially within diverse situations. It is also important to acknowledge that different types of data are required in different decision making context. A review of the literature has shown that decision making situations are usually categorized according to the decision making levels, namely strategic, tactical and operational. In addition, they can be classified according to the amount of time used in decision making. For example, two situations can be compared: (1) optimization decision where a large amount of time and consideration is used to determine an optimum solution, and (2) decisions that need to be made instantly. Fleet management of industrial assets suffers from a lack of asset management strategies in order to ensure the correct data is collected, analysed and used to inform critical business decisions with regard to fleet management. In this paper we categorize the decision making process within certain situation and propose a new framework to identify fleet decision making situations.

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Metadaten
Titel
Decision Making Situations Define Data Requirements in Fleet Asset Management
verfasst von
Sini-Kaisu Kinnunen
Salla Marttonen-Arola
Antti Ylä-Kujala
Timo Kärri
Toni Ahonen
Pasi Valkokari
David Baglee
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-27064-7_33