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Keywords: Principal component analysis
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Journal Articles
A data-driven method of health monitoring for spacecraft
Available to Purchase
Aircraft Engineering and Aerospace Technology: An International Journal (2018) 90 (2): 435–451.
Published: 05 March 2018
... This paper proposes a data-driven method (empirical mode decomposition-sample entropy-principal component analysis [EMD-SE-PCA]) for monitoring the health of the spacecraft, where EMD is used to decompose telemetry data and obtain the trend items, SE is utilised to calculate the sample entropies of trend...
Journal Articles
Damage detection in aerostructures from strain measurements
Available to Purchase
Aircraft Engineering and Aerospace Technology: An International Journal (2016) 88 (3): 441–451.
Published: 03 May 2016
...) made in composite materials. Findings Algorithms based on principal component analysis (PCA), damage indices and damage thresholds were used and shown to be simple and robust enough for this task. Originality/value The data treatment was done in a fully automated approach; an algorithm...
