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Research arXiv 2016

Published before Signal Analysis Lab's 2026 restructuring as Arpuro Labs AS.

On wind turbine failure detection from measurements of phase currents: a permutation entropy approach

Permutation entropy on phase-current measurements as a wind-turbine fault indicator. Where Fourier spectra could not separate healthy from faulty operation, the entropy of ordinal patterns did — a single scalar that tracked degradation without per-fault tuning.

Read paper at arXiv 2016 →
Geir Kulia
Founder, Arpuro Labs

Authors: Sumit Kumar Ram, Geir Kulia, Marta Molinas

No additional notes — see the paper at arXiv 2016.