
Airton Nabarrete
Research Lines
No research lines registered
Publications (44)
Uncertainty quantification of the piezoelectric shunt damping technique applied to an arbitrary thin shell structure: an experimental approach
Scinocca, Francisco , Nabarrete, Airton , Santos, Fábio Lúcio
Show abstract Hide abstract
© The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2025.The present paper presents a systematic approach to quantify the uncertainties when the piezoelectric shunt damping technique is employed to attenuate the vibration effect in arbitrary thin shell structure. The research used an experimental approach. The experimental apparatus employed in the present research was able to analyze the effectiveness of the piezoelectric vibration absorber when applied to a mechanical structure with arbitrary shape, typically used in automotive outer structures. The inherent variability typically found in an automotive body structure assembly and the tolerances of electronic circuits were taken into the account in the analysis. Then, the uncertainty propagation was studied in details for the mechanical structure, RL-shunt circuit, and piezoelectric vibration absorber working in the peak attenuation and in the frequency band. A large dispersion can be observed in the mechanical structure, with a variability of approximately 16 Hz for the natural frequency and 10 dB for the mobility peak amplitude. The piezoelectric capacitance had demonstrated discrepancies from 10 to 27%, in the experimental results. Finally, the experimental uncertainty propagation had demonstrated, when the piezoelectric shunt damping technique is employed, an overall average value of the peak attenuation of 6.25 dB, representing an effectiveness loss of approximately 32%, with a huge variability (standard deviation of 2.1 dB). Considering the frequency range of operation from 190 to 210 Hz, an attenuation of 2.2 dB was achieved in average, in an independent way from the mechanical structure resonant natural frequency.
Uncertainty quantification in the modal analysis of aircraft stiffeners: A Perturbation Technique approach in SFEM
Scinocca, Francisco , Nabarrete, Airton , Santos, Fábio Lúcio
Show abstract Hide abstract
© 2024 Elsevier LtdStructural members, such as stiffeners, are crucial in aeronautical structures, providing essential dynamic stiffness. However, variability introduced by manufacturing and assembly processes, as well as material inconsistencies, can lead to uncertainties in structural performance. It is crucial to incorporate these uncertainties into structural analysis to ensure reliable design. This paper utilizes the Stochastic Finite Element Method (SFEM) to address uncertainties in typical structural members used in aeronautics. The Perturbation Technique, based on Taylor series expansions, was employed to model uncertainties in aircraft stiffeners. The study focuses on natural frequencies and modal analysis to evaluate the impact of uncertainties on beams with hat and Z sections, commonly used as stiffeners in aircraft panels. These stiffeners were modeled using the Timoshenko beam theory, and sensitivity analysis was performed to identify key contributors to variability. The perturbation parameter was validated through Monte Carlo simulations. Sensitivity analysis, employing gradient-based methods, identified significant factors affecting variability in natural frequencies. A different perturbation parameter was necessary based on the stiffener's geometry: thickness variations required a perturbation parameter on the order of 10−3, whereas dimensions changes in the flange and height required parameters on the order of 10−2. These results underscore the importance of choosing appropriate perturbation magnitudes to avoid inaccuracies in the deterministic frequency response. Once a perturbation parameter is established, it can be applied to similar regions, ensuring the robustness of the SFEM methodology in analyzing the dynamic response of aeronautical structural reinforcements.
Addressing Gearbox Health Monitoring Challenges for Helicopters: A Machine Learning Approach
Moreira, Guilherme , Pereira, Alexandre , Nabarrete, Airton , Gomes, Willer
Show abstract Hide abstract
© 2024, Academia Brasileira de Ciencias. All rights reserved.The transmission gearbox of military helicopters, such as the H225M, experiences intense dynamic loads, leading to the detachment of ferromagnetic particles, often due to wear or fatigue. This poses safety risks, as excessive particle detachment demands stringent maintenance. To address this, the study applies machine learning algorithms to predict particle detachment using data from the Flight Data Recorder and Health and Usage Monitoring System. The approach aims to mitigate operational challenges faced by the Brazilian H225M fleet while considering aviation safety criteria and the pre-processing needs for an effective machine learning application.
Nonlinear modeling and analysis of rotors supported by magneto-rheological fluid journal bearings
Show abstract Hide abstract
© CSP - Cambridge, UK; I&S - Florida, USA, 2024In this work, the influence of magneto-rheological fluid embedded on journal bearings in the dynamic behavior of rotors is considered. The modified Reynolds equations for Bingham viscoplastic materials are used for calculation of the nonlinear hydrodynamic forces. Flexible rotors are modeled by the finite element method. The static weight of the rotor, unbalance and bearing hydrodynamic forces are included in the equations of motion. Non-linear hydrodynamic forces calculation depends on the relative positions of the journal bearings. The dynamic system response is computed by the Newmark method modified to obtain the calculation of the differential displacements and velocities for each time step. By incorporating the Newton-Raphson method the necessary corrections are included in the equations of motion. Time and frequency responses are presented for two of the case studies. The sudden elevation in oscillation magnitudes due to the oil whip phenomenon is not observed in the run-up test after the application of electromagnetic induction on the MR fluid. Furthermore, the controlled variation in the viscosity of the MR fluid causes significant changes in the bearing movements, as demonstrated by the orbit graphs.
On a nonlinear behavior of an aeroelastic system with quartic stiffness
Machado, Raphaela Carvalho , Ribeiro, Maurício Aparecido , Varanis, Marcus Vinicius Monteiro , Nabarrete, Airton , Balthazar, José Manoel
Show abstract Hide abstract
© Published under licence by IOP Publishing Ltd.This research performs a nonlinear analysis of a typical section airfoil limited to two degrees of freedom emphasizing the evaluation of the effects of a quartic structural stiffness on dynamic responses. Analytical studies are presented based on a simulated model. First, the influence of the quartic term of nonlinear structural stiffness in spring moment is evaluated. Then, phase portraits are presented as a function of freestream velocity, and a time domain decomposition of time histories is performed to identify the limit cycle frequency. Additionally, it maps the region of limit cycle oscillations (LCOs). Furthermore, the aim of this work is to characterize the nonlinear aeroelastic response.
Nonlinear Piezoelectric Vibration Energy Harvesting of a Cantilever Beam Using Homotopy Analysis Method
Nabarrete, Airton , Nabarrete, Jorge Luis , Balthazar, J. M.
Show abstract Hide abstract
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.The vibration energy collectors based on piezoelectric resonators are promising elements for energizing remotely located systems. However, differences between the resonant frequency of these traditional harvesters and the vibration frequency can drastically decrease the collected energy and make them ineffective. Appropriate mathematical models, different analyses, and optimization techniques to tune the resonant frequency of piezoelectric collectors have been researched. In this study, the model of an inverted vertical cantilever beam with a piezoelectric patch and a tip mass is used for energy harvesting. The beam is subjected to base excitations that can induce large lateral displacements of the tip, and consequently large deformation for the piezoelectric patch. Applying the homotopy analysis method (HAM) to the coupled electromechanical governing equations of motion, novel analytical solutions of the transverse displacement of the cantilever beam, its amplitude and phase as well as the output voltage obtained from the piezoelectric patch are derived. The analytical solutions are derived for the transversal displacements of the beam, even if it presents a varying cross-sectional area. The analytical solution considers the nonlinear behavior characteristics emphasizing the capabilities of a first-order approximation of HAM to present highly accurate closed-form solutions. The accuracy of this approximation of HAM is confirmed by comparison to numerical integration methods.
A Three-Layer Quasi-3D Finite Element Analysis for Smart Actuation on Sandwich Plates
Show abstract Hide abstract
© 2020, Krishtel eMaging Solutions Private Limited.Background: The quasi-3D finite element model includes the smart actuation on a three-layer sandwich plate with laminated composite face-sheets. In the model, the face-sheets are represented as Reissner-Mindlin plates and the core is modeled as a three-dimensional continuum. Purpose: This representation allows accurate modeling for a wide range of core types. In this model, the electrical constitutive relations of piezoelectric layers are included in the formulation of the face-sheets. In previous publications, this quasi-3D finite element formulation has demonstrated some advantages in comparison with solid finite element models. The aspect ratio of three-dimensional elements can make it rather inconvenient to use on very thin faces-sheets, which makes the number of degrees of freedom very high. Methods: Analytical through-thickness integration of the energy expressions is used to reduce the three-dimensional problem to two dimensions for the evaluation of mass and stiffness matrices. In the same way, the analytical integration of the electrical voltages work applied to the piezoelectric layers produces the piezoelectric actuation force vector. Result: This research assesses the accuracy of the proposed model for dynamic responses of sandwich plates using a broad range of core-to-face-sheet stiffness ratio. Conclusions: The numerical results show that deflections promoted by the voltage applied to piezoelectric layers of the sandwich plate are very small, even if the core is very flexible. The results also indicate that the core flexibility strongly affects the natural frequencies of the higher bending modes.
Preface
Awrejcewicz, Jan , Amabili, Marco , Nabarrete, Airton
Nonlinear modeling and analysis of rotors supported by magnetorheological squeeze film journal bearings
Nabarrete, Airton , de Freitas Fonseca, Gustavo
Show abstract Hide abstract
© 2020, Springer Nature B.V.The driver coupled to a driven system through mechanical couplings is very common in rotating machinery. These couplings can present angular and parallel misalignments with more or less degree due to manufacturing tolerances or maintenance proceedings. Theoretical and experimental analyses have been published demonstrating the effects of rotor misalignment and the vibration stability of rotor systems. In this work the nonlinear formulation of a magnetorheological fluid journal bearing is included in the finite element model that evaluates the nonlinear responses of a complete rotor system subject to rigid coupling misalignment. The modified Reynolds equations for Bingham viscoplastic materials are implemented in the finite element procedures to evaluate the nonlinear hydrodynamic reaction forces acting on the bearing positions. The finite element formulation for the shaft-line and mechanical couplings is based on the Timoshenko beam theory. Misalignment forces are calculated and included in the equations of motion. The nonlinear dynamic responses are calculated by the modified Newmark method incorporating the Newton–Raphson iteration method to find the equilibrium position at each time step. Bifurcation analysis demonstrates the influence of misalignment to obtain periodic and period-doubling orbit for the center position of the rotor. Results are demonstrated through displacements versus time and frequency responses.
Numerical and experimental evaluation of hydrodynamic bearings applied to a Jeffcott test bench
Medeiros, Everton C. , Nabarrete, Airton , Cruchaga, Marcela A. , Mendonça, Willy R.P. , Mathias, Mauro H.
Show abstract Hide abstract
© 2021 International Institute of Acoustics and Vibrations. All rights reserved.Merging analytical and numerical models with experimental results improve the behaviour predictions of mechanical elements applied to rotor machinery, such as the bearings. This work aims to present the design of a hydrodynamic bearing prototype, a comparison and validation between the numerical and experimental results of critical speeds, and the differences of behaviour when the bush geometries and lubrication are changed. The bush geometries and the fluid film properties are analysed by measuring the dynamic behaviour of a rotor supported by these bearings. The experimental evaluation is based on measuring the Jeffcott test bench supported in a pair of bearings, showing the anisotropic behaviour caused by the stiffness difference in horizontal and vertical directions. It also presents an optimization of bushings for isotropic conditions when they were changed for different geometries (elliptical, offset halves) and different materials with boundary lubrication. This detailed study shows how the dynamic behaviour of rotating machinery can be predicted using numerical models and its validation by a test rig. Results also show how the vibration occurs if the bushes geometries are modified or its lubrication condition is changed.
No publications found
Supervisions (10 master's, 2 phd)
Samuel Franciscus Zijp (2023) Master's
Gustavo de Freitas Fonseca (2018) Master's
Vinícius Yoshida de Melo (2017) Master's
Shahram Shahlaei-Far (2016) PhD
Francisco Keller Klug (2013) Master's
Isabel Lima Hidalgo (2012) Master's
Eli de Souza Junior (2012) Master's
Francisco Scinocca (2012) Master's
Sandro Rondon Rett (2011) Master's
