PG-EAM - Programa de Pós-Graduação em Engenharia Aeronáutica e Mecânica
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Ronnie Rodrigo Rego

Ronnie Rodrigo Rego

Bolsista CNPq Nível C
10
Índice h
264
Citações
39
Artigos

Linhas de Pesquisa

  • Engrenagens
  • Tensão residual
  • Processos de fabricação
Última atualização: 2026-08-17

Publicações (39)

39 publicações
Artigo 2026

Efficient nonlinear spur gear analysis using an interpolated analytical model

Riera, Pablo , Vieira, Matheus , Rego, Ronnie , Aguirrebeitia, Josu , Macareno, Luis Maria

Journal of the Brazilian Society of Mechanical Sciences and Engineering , vol. 48 (6)
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© The Author(s) 2026.This work presents an efficient analytical method for spur gear modelling based on the interpolation of precomputed power-law parameters to calculate contact forces. The motivation arises from the fact that, when a nonlinear contact expression is combined with the linear deformations of the tooth body, the resulting force must be obtained through an iterative procedure to ensure deformation compatibility, which increases computational cost. To overcome this, a preprocessing stage is introduced together with the assumption that, for a meshing situation, the force-penetration relation can be represented by a power-law combining the linear stiffnesses of the tooth bodies with the nonlinear contribution of local contact. In this stage, a database is generated by fitting the power-law parameters for all combinations of contacting points between the teeth. Then, during simulation, the position and rotation of the gears directly provide the penetration and active contact points, from which the corresponding parameters are interpolated within the database, and the force is evaluated through the power-law. This strategy eliminates the iterative compatibility procedure required in the traditional approach when nonlinear contacts are included, inherently reducing the computational time while preserving accuracy.

Artigo 2026

Isotropic Superfinishing Effects on the Surface Integrity of Ground Gears

Gomes, Gilberto Martins de Oliveira , Rego, Ronnie Rodrigo , D’Oliveira, André Luiz Rocha , Carvalho, Angelo Alves , Gallinucci, Antonio

Journal of Materials Engineering and Performance , vol. 35 (2) , pp. 1509-1520
Citações: 1
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© ASM International 2025.Energy transition has brought tighter requirements to high-performance gears, especially the demand for increased power density. Usually applied after grinding, isotropic superfinishing stands for a solution to reduce flank roughness and consequently the contact stresses. The objective of this study is comprehending how the residual stresses induced by the grinding process influence the superfinished surface integrity. Specimens were pointedly ground to induce distinct residual stress states in terms of maximum intensity, surface heterogeneity, and in-depth profile. They were then subjected to isotropic superfinishing in a single condition. The investigation showed that, after the isotropic superfinishing, the ground residual stress state is preserved. The results of both intensity and heterogeneity of residual stresses demonstrate that the superfinished surface is strongly influenced by the previous manufacturing stage, to which the proposed mechanism of interaction is verified.

Artigo de Conferência 2025

Evaluation of Surface Integrity Aspects Induced by Different Gear Manufacturing Paths for Electric Vehicle Transmission Systems

Gomes, Caio F.S. , Gomes, Gilberto M.O. , Colombo, Tiago C.A. , Rego, Ronnie R. , Michelotti, Alvaro C. , Berto, Lucas F.

SAE Technical Papers
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© 2025 SAE International.The mobility electrification process is currently of great interest due to its environmental appeal, but it is accompanied by new technical requirements for vehicle systems, the powertrain being one of those with the most significant trade-offs to be solved. Higher power densities, higher torque efficiency and lower noise and vibration generation are simultaneously required. The literature shows that the manufacturing chain can influence the final state of surface integrity of a part, which affects the operational behavior and service life of a component. Therefore, a customized transmission system design for electric propulsion requires several analyses, from the raw material to the gear manufacturing processes, so that surface integrity plays a significative role in the required performance. From the perspective of their capability to meet the e-mobility requirements in terms of surface integrity is essential to conduct a comparative analysis of gear manufacturing processes. So, the objective of this study is to evaluate the influence of surface integrity induced by gear grinding and shaving processes on the contact fatigue. Gear samples were manufactured by the grinding and shaving finishing processes and compared in terms of the obtained topography, manufacturing deviations, carburized layer and induced residual stresses. Contact fatigue tests performed in a circulating power test rig evidenced that the intergranular oxidation present in the shaved gears is critical in terms of micropitting related-failure in gear teeth when compared to the ground gears. However, lower roughness values obtained in the shaved gears are promising aspects compared to the ground gears.

Artigo 2025

Integrated analysis strategy for detecting gear contact fatigue before reaching failure interruption criterion

da Silva, Rodrigo Metzger , Rego, Ronnie Rodrigo , de Faria, Alfredo Rocha

Journal of Sound and Vibration , vol. 595
Citações: 7
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© 2024Identifying the occurrence of gear contact fatigue failure as early as possible is essential for condition-based maintenance (CBM). Vibration signals can be used to identify gear contact fatigue. However, the use of vibration signals can be challenging due to its complexity, compounded by lower levels of vibration during the initial stages of contact fatigue. The present study details a new algorithm that integrates stand-alone features to correlate the vibrational signal with early failure occurrence. The study aim is to identify the failure in the early stages, before reaching the ISO 6336–5 stopping criterion of 4 % damaged area. A damage induction on the flank of helical gears is applied to simulate and characterize the failure occurrence. Damping characteristics with impact evaluation, Kurtosis analysis and the monitoring of the Gear Meshing Frequency are applied to characterize the failure signature. This strategy stands out by the integration of these stand-alone features and their behavior. The algorithm's capacity is verified through durability tests, promoting the natural evolution of this failure mode. Results show a success rate of above 80 % at identifying the failure presence before the stopping criterion limit.

Artigo 2025

Microstructural and Mechanical Characterization of Nb-Doped MoS2 Coatings Deposited on H13 Tool Steel Using Nb-Based Interlayers

Danelon, Miguel R. , Fukumasu, Newton K. , Carvalho, Angelo A. , Rego, Ronnie R. , Machado, Izabel F. , Souza, Roberto M. , Tschiptschin, André P.

Coatings , vol. 15 (1)
Citações: 7
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© 2025 by the authors.Molybdenum disulfide is a 2D material with excellent lubricant properties, resulting from weak van der Waals forces between lattice layers and shear-induced crystal orientation. The low forces needed to shear the MoS2 crystal layers grant the tribological system low coefficients of friction (COF). However, film oxidation harms its efficacy in humid atmospheres, leading to an increased COF and poor surface adhesion, making its use preferable in dry or vacuum conditions. To overcome these challenges, doping MoS2 with elements such as Nb, Ti, C, and N emerges as a promising solution. Nevertheless, the adhesion of these coatings to a steel substrate presents challenges and strategies involving the reduction in residual stresses and increased chemical affinity to the substrate by using niobium-based materials as interlayers. In this study, Nb-doped MoS2 films were deposited on H13 steel and silicon wafers using the pulsed direct current balanced magnetron sputtering technique. Different niobium-based interlayers (pure Nb and NbN) were deposited to evaluate the adhesion properties of Nb-doped MoS2 coatings. Unlubricated scratch tests, conducted at room temperature and relative humidity under a progressive load, were performed to analyze the COF and adhesion of the coating. Instrumented indentation tests were conducted to assess the hardness and elastic modulus of the coatings. The microstructure of the coatings was obtained by Scanning Electron Microscopy (SEM), Scanning Transmission Electron Microscopy (STEM), and Transmission Electron Microscopy (TEM), with Energy-Dispersive X-Ray Spectroscopy (EDS). Results indicated that niobium doping on MoS2 coatings changes the structure from crystalline to amorphous. Additionally, the Nb concentration of the Nb:MoS2 coating changed the mechanical properties, leading to different cohesive failures by different loads during the scratch tests. Results have also indicated that an NbN interlayer optimally promoted the adhesion of the film. This result is justified by the increase in hardness led by higher Nb concentrations, enhancing the load-bearing capacity of the coating. It is concluded that niobium-based materials can be used to enhance the adhesion properties of Nb-doped MoS2 films and improve their tribological performance.

Artigo 2025

Influence of carrier gas flow rate and particle size of AISI M2 in the laser-directed energy deposition process

Pacheco, Jeferson T. , Prass, Gustavo , Veiga, Marcelo , Meura, Vitor , Leite, Moyses , Fiocco, Giovanna , Rego, Ronnie

Advances in Materials and Processing Technologies , vol. 11 (3) , pp. 1836-1850
Citações: 2
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© 2024 Informa UK Limited, trading as Taylor & Francis Group.Additive manufacturing (AM) is a rapid prototyping technology that offers many advantages over conventional manufacturing processes. However, to make the most of the AM advantages, some requirements need to be met, such as the adjustment of process parameters and quality of the feedstock. This work assessed the influence of carrier gas flow rate and particle size of AISI M2 in the laser-directed energy deposition process (L-DED). Different carrier gas flow rates were tested for two powders with particle size of 53–150 µm (larger range) and 20–53 µm (lower range). The variation of carrier gas flow rate and particle size was assessed in single lines and layers. The results show that increasing the carrier gas flow rate provides better powder convergence in the region where there is interaction with the laser beam and faster particle velocity. The lower range tends to have greater efficiency in the deposition of single lines and layers. Regarding geometric characteristics, the aspect ratio did not show a well-defined trend as a function of the carrier gas flow rate and particle size, however, the layer height tends to be greater for the lower range, while the dilution tends to be greater for the larger range.

Artigo de Conferência 2025

Residual Stress Evolution and Stability: Assessing Heterogeneity and Relaxation in Gear Operation

Lima, Bruno , Rubik, Matheus , Rego, Ronnie

American Gear Manufacturers Association Fall Technical Meeting Ftm 2025 Held at the Motion Power Technology Expo 2025 , pp. 265-277
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Copyright © (2025) by American Gear Manufacturers Association. All rights reserved.This study addresses the sensitive aspects of the residual stress heterogeneity and its impact on the relaxation phenomena during the gear's operation. The primary objective is to evaluate how the operational loads can change the residual stress state due to the initial heterogeneity, specifically aiming to correlate the impact of these changes within the gear lifetime. Fatigue tests were performed, in which samples with different conditions of number of cycles were evaluated to observe the residual stress relaxation. This approach enabled the evaluation of the residual stress stability of the samples based on the evolution of the residual stress state. Aspects such as contact pressure, cyclic deformations, and retained austenite transformation were considered to evaluate the shakedown. Preliminary results of the surface residual stress relaxation have already provided relevant information related to the tendency for relaxation during gear operation due to a higher heterogeneity level. The comprehensive analysis of the residual stress state highlights the potential to optimize the gear manufacturing chain. With that, this approach can make it possible to understand and achieve more stable residual stress profiles in gears, ensuring their benefits are maintained for a long period throughout the gear's lifetime.

Artigo de Conferência 2025

Optimizing the Surface Integrity of Gears: Combined Effects of Peening and Superfinishing Processes

de Oliveira Gomes, Gilberto Martins , Souza, Naiane , Rego, Ronnie , Santana, Andre

American Gear Manufacturers Association Fall Technical Meeting Ftm 2025 Held at the Motion Power Technology Expo 2025 , pp. 427-438
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Copyright © (2025) by American Gear Manufacturers Association. All rights reserved.Increasing the load capacity of agricultural transmissions presents the challenge of enhancing fatigue resistance while maintaining or reducing the size of rotating components. In this context, processes that define the surface integrity properties have been considered as a possibility for optimizing gear flanks. This study addressed the combined effect of gear flank optimization on the residual stress state and topography. Case hardened gears were submitted to a shot peening process to induce compressive residual stress, followed by an isotropic superfinishing process to homogenize the peaks and valleys of the gear's contact surface. Among the groups evaluated, the shot peening (SP), isotropic superfinishing (IS) processes, and the combined effect of both (SP+IS) were examined. Roughness, profile deviation, residual stress, hardness, and microstructure tests were conducted to assess the surface. These evaluations were used to classify the heterogeneity of the surface integrity achieved by the different manufacturing processes. It was found that the SP+IS samples exhibited more compressive residual stresses and lower roughness, along with a reduction in intergranular surface oxidation. The surface also showed a slight variation in its manufacturing quality class, changing from a status of DIN class 7-8 to a class range of 8-9. By evaluating the residual stress states of different manufacturing routes, it was observed that the IS process preserved the heterogeneity of residual stresses previously established by the SP process.

Artigo de Conferência 2025

High-damping Lightweight Design for Laser Powder Bed Fusion 20MnCr5 Gears

Vieira, Matheus , Guimarães, Guilherme , Lima, Bruno , Rego, Ronnie , Faria, Alfredo

American Gear Manufacturers Association Fall Technical Meeting Ftm 2025 Held at the Motion Power Technology Expo 2025 , pp. 174-192
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Copyright © (2025) by American Gear Manufacturers Association. All rights reserved.The increasing demand for sustainability and e-drive transmissions is reshaping the gear industry, requiring mitigation of Noise, Vibration and Harshness (NVH). In this scenario Laser Powder Bed Fusion (L-PBF) is a promising additive manufacturing technology offering design freedom while maintaining a mechanical behavior suitable for gear application. Despite the capabilities of AM, there remains a gap in systematically applying its design freedom to enhance the vibration behavior of gears. This study proposes a method that takes advantage of the design freedom of L-PBF to enhance the damping behavior of a pinion gear while simultaneously reducing its mass. The proposed method reduces the component's weight by topology optimization, while simultaneously, the topology optimization is calibrated to ensure that stiffness modifications resulting from the structural changes enhance NVH characteristics by improving component's damping. Additionally, the method incorporates transmission error simulations, enabling informed design decisions that help avoid resonance frequencies. Applying this method resulted in approximately 22% reduction in gear weight and a substantial improvement in damping properties. Moreover, the stiffness modifications adjusted the transmission error pattern, effectively avoiding critical frequencies. The method supports the development of advanced and sustainable gear systems tailored to the future demands of electromobility.

Artigo de Conferência 2025

Strategy for Accounting Residual Stresses Heterogeneity on the Stress Modelling Oriented to Tooth Root Bending Fatigue

Gomes, Caio Felipe Siqueira , Vieira, João Pedro , Guimarães, Guilherme Fernandes , Rego, Ronnie Rodrigo , D'Oliveira, André Luiz Rocha

American Gear Manufacturers Association Fall Technical Meeting Ftm 2025 Held at the Motion Power Technology Expo 2025 , pp. 412-426
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Copyright © (2025) by American Gear Manufacturers Association. All rights reserved.Energy transition has driven the search for torque efficient drivetrains, resulting in the downsizing of components. In this context, residual stress is a key factor for achieving higher power densities, due to its influence on fatigue resistance. Due to its complex nature, however, including heterogeneity along the component surface, this knowledge is not properly incorporated into gear rating standards, hindering it to be widely accepted as a design tool for downsizing. Therefore, the objective of this study is to develop a strategy to account for the residual stress heterogeneity influence on the fatigue life estimation at the gear tooth root. The assessment started with a review of the Dang Van and Fatemi-Socie fatigue models regarding their consideration of the residual stress influence. Further on, the Finite Element Method was used to simulate the shot peening process at the gear's tooth root, oriented to identify the residual stress heterogeneity induced at the surface. The selected fatigue models were then used to combine the simulated residual stress profiles with the bending stresses at the tooth, allowing to estimate the influence in fatigue life. Distinct combinations of residual stress states and actuating stresses were achieved, as a consequence of the variation of the residual stresses in the tooth root, revealing a variation in the failure tendency along the tooth.

Orientações (11 mestrado, 7 doutorado)

11
Dissertações de Mestrado
7
Teses de Doutorado
11
Como Orientador
7
Como Coorientador

Matheus Fernandes Vieira (2025) Mestrado

Felipe de Sá Carneiro (2024) Mestrado