Data reduction strategies

Tools

Bhowmik, Basuraj and Quqa, Said and Sause, Markus G.R. and Pakrashi, Vikram and Droubi, Mohamad Ghazi; Sause, Markus G. R. and Jasiūnienė, Elena, eds. (2021) Data reduction strategies. In: Springer Aerospace Technology. Springer Aerospace Technology . Springer Science and Business Media Deutschland GmbH, Cham, Switzerland, pp. 243-272. ISBN 9783030721923 (https://doi.org/10.1007/978-3-030-72192-3_9)

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Abstract

Based on the variety of methods available for gathering data for the aircraft health status, the challenge is to reduce the overall amount of data in a trackable and safe manner to ensure that the remaining data are characteristic of the current aircraft status. This chapter will cover available data reduction strategies for this task and discuss the data intensity of the SHM methods of Chaps. 5 to 8 and established approaches to deal with the acquired data. This includes aspects of algorithms and legal issues arising in this context.

ORCID iDs

Bhowmik, Basuraj ORCID logoORCID: https://orcid.org/0000-0001-7782-513X, Quqa, Said, Sause, Markus G.R., Pakrashi, Vikram and Droubi, Mohamad Ghazi; Sause, Markus G. R. and Jasiūnienė, Elena
CORE (COnnecting REpositories)