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Article

Sensitivity Analysis of a Statistical Method for the Dynamic Coefficients Computations of a Tilting Pad Journal Bearing

1
Department of Civil and Industrial Engineering, University of Pisa, Largo L. Lazzarino, 56122 Pisa, Italy
2
AM Testing, Via Padre Eugenio Barsanti 10, Ospedaletto, 56121 Pisa, Italy
*
Author to whom correspondence should be addressed.
Machines 2025, 13(8), 726; https://doi.org/10.3390/machines13080726
Submission received: 30 June 2025 / Revised: 7 August 2025 / Accepted: 13 August 2025 / Published: 15 August 2025

Abstract

In this paper, an innovative method for the determination of the dynamic coefficients of tilting pad journal bearings (TPJBs) is described, and some of its characteristics are analyzed. The calculation is based on a parabolic modeling of the dependence of the dynamic coefficients on the excitation frequency, on the estimation of the forces acting on the bearing as a function of the estimated displacements using a linear model and, finally, on the search for the best estimate of the parabola coefficients by minimizing the sum of the squares of the normalized residuals of displacements and forces on the bearings. The normalization is performed by dividing the deviations (between the measured values and those calculated by the model) by an estimate of the standard deviation of the force and displacement measurements. The results for a flooded tilting pad journal bearing, TPJB, are presented and compared with those obtained using traditional methods. The synchronous coefficients are also calculated and compared with those determined by linear interpolation. A preliminary statistical analysis of the sensitivity of the results to the variation in the standard deviation of the forces and displacements is presented. An extension of the model is proposed so that the coefficients of the optimal parabolas can be estimated as a function of the shaft rotation frequency.
Keywords: tilting pad journal bearings; dynamic coefficients; measurement uncertainties; statistical analysis; standard deviation sensitivity tilting pad journal bearings; dynamic coefficients; measurement uncertainties; statistical analysis; standard deviation sensitivity

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MDPI and ACS Style

Barsanti, M.; Betti, A.; Ciulli, E.; Forte, P.; Nuti, M. Sensitivity Analysis of a Statistical Method for the Dynamic Coefficients Computations of a Tilting Pad Journal Bearing. Machines 2025, 13, 726. https://doi.org/10.3390/machines13080726

AMA Style

Barsanti M, Betti A, Ciulli E, Forte P, Nuti M. Sensitivity Analysis of a Statistical Method for the Dynamic Coefficients Computations of a Tilting Pad Journal Bearing. Machines. 2025; 13(8):726. https://doi.org/10.3390/machines13080726

Chicago/Turabian Style

Barsanti, Michele, Alberto Betti, Enrico Ciulli, Paola Forte, and Matteo Nuti. 2025. "Sensitivity Analysis of a Statistical Method for the Dynamic Coefficients Computations of a Tilting Pad Journal Bearing" Machines 13, no. 8: 726. https://doi.org/10.3390/machines13080726

APA Style

Barsanti, M., Betti, A., Ciulli, E., Forte, P., & Nuti, M. (2025). Sensitivity Analysis of a Statistical Method for the Dynamic Coefficients Computations of a Tilting Pad Journal Bearing. Machines, 13(8), 726. https://doi.org/10.3390/machines13080726

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