Data-driven maintenance of military systems: Potential and challenges

Tiedo Tinga, A.M. Homborg, Chris Rijsdijk

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Abstract

The success of military missions is largely dependent on the reliability and availability of the systems that are used. In modern warfare, data is considered as an important weapon, both in offence and defence. However, collection and analysis of the proper data can also play a crucial role in reducing the number of system failures, and thus increase the system availability and military performance considerably. In this chapter, the concept of data-driven maintenance will be introduced. First, the various maturity levels, ranging from detection of failures and automated diagnostics to advanced condition monitoring and predictive maintenance are introduced. Then, the different types of data and associated decisions are discussed. And finally, six practical cases from the Dutch MoD will be used to demonstrate the benefits of this concept and discuss the challenges that are encountered in applying this in military practice.
Original languageEnglish
Title of host publicationTowards a data-driven military
Subtitle of host publicationA multidisciplinary perspective
EditorsPeter B.M.J. Pijpers, Mark Voskuijl, Robert Beeres
PublisherLeiden University Press
Chapter3
Pages73-96
Number of pages24
ISBN (Print)9789087284084
DOIs
Publication statusPublished - Apr 2023

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