2022-02-10
Journal Article
Braden Thorne
Authors: Thorne, Braden Jüngling, Thomas Small, Michael Corrêa, Débora Zaitouny, Ayham
Publication
Chaos, 32(3), [033109]
32
This paper was selected as an editor pick
Published under an exclusive license by AIP Publishing
Quality Indicators
Peer Reviewed
This paper was selected as an editor's pick
Relevance to the Centre
Reservoir time series analysis (RTSA), is a method by which the state space representation generated by a reservoir computing (RC) model can be used for time series analysis. Compared to several benchmark approaches, Braden can show significant, generalised accuracy across the proposed RTSA features that surpass the benchmark methods. Braden uses this method for bearing fault distinction to motivate using RTSA in application.