Data Reduction Strategies

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. 10.1007/978-3-030-72192-3_5 to 10.1007/978-3-030-72192-3_8 and established approaches to deal with the acquired data. This includes aspects of algorithms and legal issues arising in this context.