Sparse Method for Tip-Timing Signals Analysis with Non Stationary Engine Rotation Frequency

Antoine Bouchain 1 José Picheral 1 Elisabeth Lahalle 1 Agathe Vercoutter 2 Arnaud Talon
1 L2S - Laboratoire des signaux et systèmes
2 FEMTO-ST - Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174)
Abstract : Blades vibrations must be measured in operations to validate blade design. Tip-timing is one of the classical measurement methods but its main drawback is the generation of sub-sampled and non-uniform sampled signals. This paper presents a new sparse method for tip-timing spectral analysis that makes use of engine rotation variations. Assuming that blade vibration signals yield to line spectra, a sparse signal model is introduced as a linear system. The solution to the problem is obtained by ADMM (Alternating Direction Method of Multipliers) with a ℓ 1-regularization. Results for simulated and real signals are given to illustrate the efficiency of this method. The main advantages of the proposed method are to provide a fast solution and to take into account the variations of the rotation speed. Results show that this approach reduces frequency aliasings caused by the low sampling frequency of the measured signals.
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Submitted on : Tuesday, October 16, 2018 - 2:56:27 PM
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CENTRALESUPELEC | UNIV-FCOMTE | UNIV-BM | UNIV-BM-THESE | FEMTO-ST | SUP_LSS | L2S | UNIV-PARIS-SACLAY | SUP_SIGNAUX

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Antoine Bouchain, José Picheral, Elisabeth Lahalle, Agathe Vercoutter, Arnaud Talon. Sparse Method for Tip-Timing Signals Analysis with Non Stationary Engine Rotation Frequency. 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨hal-01896808⟩

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