32 results on '"Farroni, Flavio"'
Search Results
2. Ultraviolet Light Radiation Effects on Viscoelastic Property Variation in Polymers
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Farroni, Flavio, Sakhnevych, Aleksandr, Timpone, Francesco, and Genovese, Andrea
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- 2023
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3. A numerical methodology for thermo-fluid dynamic modelling of tyre inner chamber: towards real time applications
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Teodosio, Luigi, Alferi, Giuseppe, Genovese, Andrea, Farroni, Flavio, Mele, Benedetto, Timpone, Francesco, and Sakhnevych, Aleksandr
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- 2021
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4. Combining ESPI with laser scanning for 3D characterization of racing tyres sections
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Pagliarulo, Vito, Farroni, Flavio, Ferraro, Pietro, Lanzotti, Antonio, Martorelli, Massimo, Memmolo, Pasquale, Speranza, Domenico, and Timpone, Francesco
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- 2018
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5. TRIP-ID: A tool for a smart and interactive identification of Magic Formula tyre model parameters from experimental data acquired on track or test rig
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Farroni, Flavio, Lamberti, Raffaele, Mancinelli, Nicolò, and Timpone, Francesco
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- 2018
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6. Analysis of the Scenarios of Use of an Innovative Technology for the Fast and Nondestructive Characterization of Viscoelastic Materials in the Tires Field.
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Farroni, Flavio, Timpone, Francesco, and Genovese, Andrea
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VISCOELASTIC materials , *TECHNOLOGICAL innovations , *TIRES , *DYNAMIC mechanical analysis , *RUBBER , *TIRE treads , *PAVEMENTS - Abstract
The properties of tires related to their viscoelastic behavior have a significant impact in the field of vehicle dynamics. They affect the performance and safety of a vehicle based on how they change when the tire performs in variable thermal conditions, interacts with various kinds of road surfaces, and accumulates mileage over time. To analyze and understand such properties of viscoelastic materials, destructive tests like dynamic mechanical analysis (DMA) are used, which make the tire unusable after the test; these are usually carried out on specimens cut from the zone of interest. The development of an innovative testing methodology connected to a hardware device called VESevo allows the characterization of the viscoelastic properties of tire compounds belonging to tread or other parts in a fast and nondestructive way. This new device provides valuable information about the evolution of the tire's viscoelastic properties, allowing it to monitor them throughout the whole lifecycle. In the paper, an overview of the possible sensitivities that can be investigated thanks to the VESevo is provided: The tread viscoelasticity was characterized and monitored for several tire tread compounds, over tire mileage, over tread thermal curing cycles, and as an index of the tread quality and uniformity in production. Preliminary results were collected and are presented. In the final paragraph, further recent applications developed from the tire field, which are not directly related, are reported. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Adaptive vehicle dynamics state estimator for onboard automotive applications and performance analysis.
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Mosconi, Lorenzo, Farroni, Flavio, Sakhnevych, Aleksandr, Timpone, Francesco, and Gerbino, Fabio S.
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VEHICLE models , *ACQUISITION of data , *NANOPOSITIONING systems , *KALMAN filtering - Abstract
This work describes the development of a vehicle state estimator, designed to be employed onboard in real-time, based on the data acquisitions already available within the vehicle CAN bus infrastructure. The proposed estimation algorithm, taking into account the suspension elasto-kinematics, the longitudinal, lateral and combined dynamics of the tyres as well as the aligning interaction torques at the ground, represents at the current stage a significantly complete tool, since it also provides an estimation of road slope and banking angles, generalising the adoption of the presented vehicle model even on highly inclined roads. A further advantage of the presented estimator consists of its capability to identify in real-time and with a good level of accuracy the tyre/road interaction physical characteristics in terms of grip and cornering stiffness. [ABSTRACT FROM AUTHOR]
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- 2023
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8. Tire Wear Sensitivity Analysis and Modeling Based on a Statistical Multidisciplinary Approach for High-Performance Vehicles.
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Napolitano Dell'Annunziata, Guido, Adiletta, Giovanni, Farroni, Flavio, Sakhnevych, Aleksandr, and Timpone, Francesco
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SENSITIVITY analysis ,STATISTICAL models ,TIRES ,WORK environment ,VEHICLES - Abstract
One of the main challenges in maximizing vehicle performance is to predict and optimize tire behavior in different working conditions, such as temperature, friction, and wear. Starting from several approaches to develop tire grip and wear models, based on physical principles, experimental data, or statistical methods available in the literature, this work aims to propose a novel tire wear model that combines physical and statistical analysis on a large number of high-performance vehicle telemetries, tracks, and road data, as well as tires' viscoelastic properties. Another contribution of this multidisciplinary study is the definition of the functional relationships that govern the tire–road interaction in terms of friction and degradation, conducting a thorough analysis of the car's telemetry, the track and asphalt features, and the viscoelastic properties of the tires. [ABSTRACT FROM AUTHOR]
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- 2023
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9. TRT: thermo racing tyre a physical model to predict the tyre temperature distribution
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Farroni, Flavio, Giordano, Daniele, Russo, Michele, and Timpone, Francesco
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- 2014
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10. Estimation of Vehicle Longitudinal Velocity with Artificial Neural Network.
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Napolitano Dell'Annunziata, Guido, Arricale, Vincenzo Maria, Farroni, Flavio, Genovese, Andrea, Pasquino, Nicola, and Tranquillo, Giuseppe
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ARTIFICIAL neural networks ,RUNNING speed ,SPEED ,MOTOR vehicle dynamics ,VELOCITY ,CENTER of mass ,AUTOMOBILE steering gear ,STEERING gear ,OPTICAL sensors - Abstract
Vehicle dynamics control systems have a fundamental role in smart and autonomous mobility, where one of the most crucial aspects is the vehicle body velocity estimation. In this paper, the problem of a correct evaluation of the vehicle longitudinal velocity for dynamic control applications is approached using a neural networks technique employing a set of measured samples referring to signals usually available on-board, such as longitudinal and lateral acceleration, steering angle, yaw rate and linear wheel speed. Experiments were run on four professional driving circuits with very different characteristics, and the vehicle longitudinal velocity was estimated with different neural network training policies and validated through comparison with the measurements of the one acquired at the vehicle's center of gravity, provided by an optical Correvit sensor, which serves as the reference (and, therefore, exact) velocity values. The results obtained with the proposed methodology are in good agreement with the reference values in almost all tested conditions, covering both the linear and the nonlinear behavior of the car, proving that artificial neural networks can be efficiently employed onboard, thereby enriching the standard set of control and safety-related electronics. [ABSTRACT FROM AUTHOR]
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- 2022
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11. Fractional Calculus Approach to Reproduce Material Viscoelastic Behavior, including the Time–Temperature Superposition Phenomenon.
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Genovese, Andrea, Farroni, Flavio, and Sakhnevych, Aleksandr
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WASTE recycling , *FRACTIONAL calculus , *VISCOELASTIC materials , *PRODUCT design - Abstract
The design of modern products and processes cannot prescind from the usage of viscoelastic materials that provide extreme design freedoms at relatively low cost. Correct and reliable modeling of these materials allows effective use that involves the design, maintenance, and monitoring phase and the possibility of reuse and recycling. Fractional models are becoming more and more popular in the reproduction of viscoelastic phenomena because of their capability to describe the behavior of such materials using a limited number of parameters with an acceptable accuracy over a vast range of excitation frequencies. A particularly reliable model parametrization procedure, using the poles–zeros formulation, allows researchers to considerably reduce the computational cost of the calibration process and avoid convergence issues typically occurring for rheological models. The aim of the presented work is to demonstrate that the poles–zeros identification methodology can be employed not only to identify the viscoelastic master curves but also the material parameters characterizing the time–temperature superposition phenomenon. The proposed technique, starting from the data concerning the isothermal experimental curves, makes use of the fractional derivative generalized model to reconstruct the master curves in the frequency domain and correctly identify the coefficients of the WLF function. To validate the methodology, three different viscoelastic materials have been employed, highlighting the potential of the material parameters' global identification. Furthermore, the paper points out a further possibility to employ only a limited number of the experimental curves to feed the identification methodology and predict the complete viscoelastic material behavior. [ABSTRACT FROM AUTHOR]
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- 2022
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12. Analysis of gear rattle by means of a wavelet-based signal processing procedure
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Brancati, Renato, Rocca, Ernesto, Savino, Sergio, and Farroni, Flavio
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- 2013
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13. Static and Dynamic Analysis of Non-Pneumatic Tires Based on Experimental and Numerical Methods.
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Genovese, Andrea, Garofano, Dario, Sakhnevych, Aleksandr, Timpone, Francesco, and Farroni, Flavio
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Since the beginning of their production, pneumatic tires have experienced tremendous improvements in structure and materials, becoming the dominant design in the world tires market. Nevertheless, relying upon pressurized air, they are affected by maintenance and security issues that can lead to fatal accidents. Therefore, tire-makers are investigating new tire designs, called Airless or Non-Pneumatic, with the aim of removing air-related problems. The research about such tires is still at an early stage, especially if compared to the one conducted on the pneumatic ones. In this paper, the development of a methodology capable of studying the mechanical behavior of a Non-Pneumatic Tire (NPT) by means of experimental data and numerical approach is illustrated. The experimental activities consisted of a scanner acquisition of the NPT and a footprint analysis for the calculation of the radial stiffness and contact patch pressure distribution. Moreover, the Digital Image Correlation (DIC) technique was applied to carry out a more specific study about the spoke's deformation. From the acquired 3D model, a calculation of the NPT vertical deflection with finite element analysis (FEA) was performed—validating the model and then submitting it to a steady state analysis—that allows the simulation of a steady state rolling tire with the possibility to replicate different values of slip ratio. The results of the experimental activities are in good agreement with the ones obtained with FEA, further validating the developed methodology. [ABSTRACT FROM AUTHOR]
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- 2021
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14. Central Non-Linear Model-Based Predictive Vehicle Dynamics Control.
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Sieberg, Philipp Maximilian, Schramm, Dieter, Farroni, Flavio, Genovese, Andrea, and Sakhnevych, Aleksandr
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PREDICTIVE control systems ,MOTOR vehicle dynamics ,STANDARD deviations ,SAFETY factor in engineering ,PASSIVITY (Psychology) - Abstract
Featured Application: This contribution presents a central predictive control of the vehicle dynamics regarding the roll, self-steering and pitch behavior. Considering automated driving, vehicle dynamics control systems are also a crucial aspect. Vehicle dynamics control systems serve as an important influence factor on safety and ride comfort. By reducing the driver's responsibility through partially or fully automated driving functions, the occupants' perception of safety and ride comfort changes. Both aspects are focused even more and have to be enhanced. In general, research on vehicle dynamics control systems is a field that has already been well researched. With regard to the mentioned aspects, however, a central control structure features sufficient potential by exploiting synergies. Furthermore, a predictive mode of operation can contribute to achieve these objectives, since the vehicle can act in a predictive manner instead of merely reacting. Consequently, this contribution presents a central predictive control system by means of a non-linear model-based predictive control algorithm. In this context, roll, self-steering and pitch behavior are considered as control objectives. The active roll stabilization demonstrates an excellent control quality with a root mean squared error of 7.6953 × 10 − 3 rad averaged over both validation maneuvers. Compared to a vehicle utilizing a conventional control approach combined with a skyhook damping, pitching movements are reduced by 19.75 %. Furthermore, an understeering behavior is maintained, which corresponds to the self-steering behavior of the passive vehicle. In general, the central predictive control, thus, increases both ride comfort and safety in a holistic way. [ABSTRACT FROM AUTHOR]
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- 2021
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15. Modelling and Stability Analysis of Articulated Vehicles.
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Lei, Tianlong, Wang, Jixin, Yao, Zongwei, and Farroni, Flavio
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ARTICULATED vehicles ,CRITICAL velocity ,STATIC equilibrium (Physics) ,LINEAR velocity ,VEHICLE models ,EQUATIONS of state - Abstract
This study constructs a nonlinear dynamic model of articulated vehicles and a model of hydraulic steering system. The equations of state required for nonlinear vehicle dynamics models, stability analysis models, and corresponding eigenvalue analysis are obtained by constructing Newtonian mechanical equilibrium equations. The objective and subjective causes of the snake oscillation and relevant indicators for evaluating snake instability are analysed using several vehicle state parameters. The influencing factors of vehicle stability and specific action mechanism of the corresponding factors are analysed by combining the eigenvalue method with multiple vehicle state parameters. The centre of mass position and hydraulic system have a more substantial influence on the stability of vehicles than the other parameters. Vehicles can be in a complex state of snaking and deviating. Different eigenvalues have varying effects on different forms of instability. The critical velocity of the linear stability analysis model obtained through the eigenvalue method is relatively lower than the critical velocity of the nonlinear model. [ABSTRACT FROM AUTHOR]
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- 2021
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16. A Comparative Study of Energy Consumption and Recovery of Autonomous Fuel-Cell Hydrogen–Electric Vehicles Using Different Powertrains Based on Regenerative Braking and Electronic Stability Control System.
- Author
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Yildiz, Ahmet, Özel, Mert Ali, and Farroni, Flavio
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ENERGY consumption ,ELECTRONIC control ,REGENERATIVE braking ,ELECTRIC vehicle batteries ,AUTOMOBILE power trains ,CONTINUOUSLY variable transmission ,ELECTRIC motors ,ELECTRIC vehicles - Abstract
Today, with the increasing transition to electric vehicles (EVs), the design of highly energy-efficient vehicle architectures has taken precedence for many car manufacturers. To this end, the energy consumption and recovery rates of different powertrain vehicle architectures need to be investigated comprehensively. In this study, six different powertrain architectures—four independent in-wheel motors with regenerative electronic stability control (RESC) and without an RESC, one-stage gear (1G) transmission, two-stage gear (2G) transmission, continuously variable transmission (CVT) and downsized electric motor with CVT—were mathematically modeled and analyzed under real road conditions using nonlinear models of an autonomous hydrogen fuel-cell electric vehicle (HFCEV). The aims of this paper were twofold: first, to compare the energy consumption performance of powertrain architectures by analyzing the effects of the regenerative electronic stability control (RESC) system, and secondly, to investigate the usability of a downsized electrical motor for an HFCEV. For this purpose, all the numerical simulations were conducted for the well-known FTP75 and NEDC urban drive cycles. The obtained results demonstrate that the minimum energy consumption can be achieved by a 2G-based powertrain using the same motor; however, when an RESC system is used, the energy recovery/consumption rate can be increased. Moreover, the results of the article show that it is possible to use a downsized electric motor due to the CVT, and this powertrain significantly reduces the energy consumption of the HFCEV as compared to all the other systems. The results of this paper present highly significant implications for automotive manufacturers for designing and developing a cleaner electrical vehicle energy consumption and recovery system. [ABSTRACT FROM AUTHOR]
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- 2021
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17. On-Board Road Friction Estimation Technique for Autonomous Driving Vehicle-Following Maneuvers.
- Author
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Santini, Stefania, Albarella, Nicola, Arricale, Vincenzo Maria, Brancati, Renato, Sakhnevych, Aleksandr, and Farroni, Flavio
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DRIVERLESS cars ,AUTONOMOUS vehicles ,DRIVER assistance systems ,FRICTION - Abstract
In recent years, autonomous vehicles and advanced driver assistance systems have drawn a great deal of attention from both research and industry, because of their demonstrated benefit in reducing the rate of accidents or, at least, their severity. The main flaw of this system is related to the poor performances in adverse environmental conditions, due to the reduction of friction, which is mainly related to the state of the road. In this paper, a new model-based technique is proposed for real-time road friction estimation in different environmental conditions. The proposed technique is based on both bicycle model to evaluate the state of the vehicle and a tire Magic Formula model based on a slip-slope approach to evaluate the potential friction. The results, in terms of the maximum achievable grip value, have been involved in autonomous driving vehicle-following maneuvers, as well as the operating condition of the vehicle at which such grip value can be reached. The effectiveness of the proposed approach is disclosed via an extensive numerical analysis covering a wide range of environmental, traffic, and vehicle kinematic conditions. Results confirm the ability of the approach to properly automatically adapting the inter-vehicle space gap and to avoiding collisions also in adverse road conditions (e.g., ice, heavy rain). [ABSTRACT FROM AUTHOR]
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- 2021
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18. Performance and Safety Enhancement Strategies in Vehicle Dynamics and Ground Contact.
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Farroni, Flavio, Genovese, Andrea, and Sakhnevych, Aleksandr
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ARTICULATED vehicles ,ARTIFICIAL neural networks ,VEHICLES - Abstract
Recent trends in vehicle engineering prove the great effort that scientists and industries have made in seeking solutions to enhance both the performance and the safety of vehicular systems. Physical models concerning vehicle-ground interaction, control strategies for the vehicle and its subsystems, and new technologies are developing all over the world for this purpose. The accepted scientific contributions covered topics concerning new results and studies in the following areas related to the interaction of vehicle dynamics and the ground: Physical models concerning tire-road and vehicle-ground interaction: In particular, [[1]] refers to new developments in airless (or non-pneumatic) tires, representing a significant perspective in the future evolution of such components. [Extracted from the article]
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- 2022
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19. Study on the Generalized Formulations with the Aim to Reproduce the Viscoelastic Dynamic Behavior of Polymers.
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Genovese, Andrea, Carputo, Francesco, Maiorano, Antonio, Timpone, Francesco, Farroni, Flavio, and Sakhnevych, Aleksandr
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VISCOELASTIC materials ,POLYMERS ,BEHAVIOR ,HUMAN behavior models ,PLATEAUS - Abstract
Appropriate modelling of the real behavior of viscoelastic materials is of fundamental importance for correct studies and analyses of structures and components where such materials are employed. In this paper, the potential to employ a generalized Maxwell model and the relative fraction derivative model is studied with the aim to reproduce the experimental behavior of viscoelastic materials. For both models, the advantage of using the pole-zero formulation is demonstrated and a specifically constrained identification procedure to obtain the optimum parameters set is illustrated. Particular emphasis is given on the ability of the models to adequately fit the experimental data with a minimum number of parameters, addressing the possible computational issues. The question arises about the minimum number of experimental data necessary to estimate the material behavior in a wide frequency range, demonstrating that accurate results can be obtained by knowing only the data of the upper and low frequency plateaus plus the ones at the loss tangent peak. [ABSTRACT FROM AUTHOR]
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- 2020
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20. A Real-Time Thermal Model for the Analysis of Tire/Road Interaction in Motorcycle Applications.
- Author
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Farroni, Flavio, Mancinelli, Nicolò, and Timpone, Francesco
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THERMAL analysis ,TIRE manufacturing ,AUTOMOBILE dynamics ,MOTORCYCLES ,MOTOR vehicle tires ,COMPOSITE materials ,KAWASAKI motorcycle - Abstract
While in the automotive field the relationship between road adherence and tire temperature is mainly investigated with the aim to enhance the vehicle performance in motorsport, the motorcycle sector is highly sensitive to such theme also from less extreme applications. The small extension of the footprint, along with the need to guarantee driver stability and safety in the widest possible range of riding conditions, requires that tires work as most as possible at a temperature able to let the viscoelastic compounds-constituting the tread and the composite materials of the whole carcass structure-provide the highest interaction force with road. Moreover, both for tire manufacturing companies and for single track vehicles designers and racing teams, a deep knowledge of the thermodynamic phenomena involved at the ground level is a key factor for the development of optimal solutions and setup. This paper proposes a physical model based on the application of the Fourier thermodynamic equations to a three-dimensional domain, accounting for all the sources of heating like friction power at the road interface and the cyclic generation of heat because of rolling and to asphalt indentation, and for the cooling effects because of the air forced convection, to road conduction and to turbulences in the inflation chamber. The complex heat exchanges in the system are fully described and modeled, with particular reference to the management of contact patch position, correlated to camber angle and requiring the adoption of an innovative multi-ribbed and multi-layered tire structure. The completely physical approach induces the need of a proper parameterization of the model, whose main stages are described, both from the experimental and identification points of view, with particular reference to non-destructive procedures for thermal parameters definition. One of the most peculiar and challenging features of the model is linked with its topological and analytical structure, allowing to run in real-time, usefully for the application in co-simulation vehicle dynamics platforms, for performance prediction and setup optimization applications. [ABSTRACT FROM AUTHOR]
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- 2020
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21. TRT EVO: Advances in real-time thermodynamic tire modeling for vehicle dynamics simulations.
- Author
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Farroni, Flavio, Russo, Michele, Sakhnevych, Aleksandr, and Timpone, Francesco
- Abstract
Vehicle performances, especially in motorsport, are deeply affected by tire behavior and in particular by tire compound proper working conditions. In this research activity, a series of innovations have been introduced on the Thermo Racing Tire (a physical-analytical tire thermal model, based on Fourier's law of heat transfer applied to a three-dimensional domain) in order to take into account all the main aspects actively involved in the thermal behavior of the tire, as the presence of exhausted gases eventually impacting at the rear axle and the inhomogeneous distribution of local variables (pressure, stress and sliding velocity) within the contact patch, caused in example by the tire camber angle. The new model developed considers the presence of the sidewalls, actively involved in the convective heat exchanges, respectively, with the external airflow and the inner gas fluid, located inside the inflation chamber. The aim of the new version of the tire thermal model is a better physical comprehension of all the phenomena concerning the contact with the asphalt and the prediction of the link between the thermal state and the frictional performance, crucial for the definition of an optimal wheel and vehicle setup. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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22. A three-dimensional multibody tire model for research comfort and handling analysis as a structural framework for a multi-physical integrated system.
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Farroni, Flavio, Sakhnevych, Aleksandr, and Timpone, Francesco
- Abstract
A tire is an extremely integrated and multi-physical system. From only a mechanical point of view, tires are represented by highly composite multi-layered structures, consisting of a multitude of different materials, synthesized in peculiar rubber matrices, to optimize both the performance and the life cycle. During the tire motion, due to the multi-material thermodynamic interaction within the viscoelastic tire rubber matrix, the dynamic characteristics of a tire may alter considerably. In the following paper, the multibody research comfort and handling tire model is presented. The main purpose of the research comfort and handling tire is to constitute a completely physical carcass infrastructure to correctly transmit the generalized forces and torques from the wheel spindle to the contact patch. The physical model structure is represented by a three-dimensional array of interconnected nodes by means of tension and rotational stiffness and damper elements, attached to the rim modeled as a rigid body. Research comfort and handling tire model purpose is to constitute a structural physical infrastructure for the co-implementation of additional physical modules taking into account the modification of the tire structural properties with temperature, tread viscoelastic compound characteristics, and wear degradation. At the stage, the research comfort and handling tire discrete model has been validated through both static and dynamic shaker test procedures. Static test procedure adopts contact sensitive films for the contact patch estimation at different load and internal pressure conditions, meanwhile the specifically developed sel test regards the tire dynamic characterization purpose at the current stage. The validation of the tire normal interaction in both static and dynamic conditions provided constitutes a necessary development step to the integration of the tangential brush interaction model for studying the handling dynamics and to the analysis of the model response on the uneven surfaces. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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23. An Evolved Version of the British Pendulum Tester for the Experimental Investigation of Contact Between Tire Tread and Rough Surfaces.
- Author
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Ciaravola, Vincenzo, Farroni, Flavio, Fortunato, Gaetano, Russo, Michele, Russo, Riccardo, Sakhnevych, Aleksandr, and Timpone, Francesco
- Subjects
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ROUGH surfaces , *RUBBER testing , *SLIDING friction , *TEMPERATURE effect , *VISCOELASTICITY , *DYNAMIC models - Abstract
This paper deals with the experimental investigation about the sliding contact between tire tread and rough surfaces. To build and to validate reliable tire dynamical behaviour models it is fundamental the knowledge of the local grip in each point of the contact patch since in the contact patch points different conditions arise because of contact pressure, sliding speed, temperature, etc. In the paper after a brief description of the different methods usually adopted to experimentally test the tires with this aim, a new test machine, developed starting from a British pendulum at the Technical Centre Europe Bridgestone, as machine for tribological tests on rubber specimens in sliding contact with rough surface is presented. The scheme of the testing machine and the adopted measurement instruments are illustrated, together with the results of a typical test and the possible interpretations of the obtained results. [ABSTRACT FROM AUTHOR]
- Published
- 2017
24. T.R.I.C.K.‐Tire/Road Interaction Characterization & Knowledge - A tool for the evaluation of tire and vehicle performances in outdoor test sessions.
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Farroni, Flavio
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MOTOR vehicle tires , *AUTOMOBILE testing , *AERODYNAMICS , *MATHEMATICAL optimization , *AUTOMOBILE industry , *AUTOMOBILE dynamics , *PERFORMANCE evaluation - Abstract
The most powerful engine, the most sophisticated aerodynamic devices or the most complex control systems will not improve vehicle performances if the forces exchanged with the road are not optimized by proper employment and knowledge of tires. The vehicle interface with the ground is constituted by the sum of small surfaces, wide about as one of our palms, in which tire/road interaction forces are exchanged. From this it is clear to see how the optimization of tire behavior represents a key-factor in the definition of the best setup of the whole vehicle. Nowadays, people and companies playing a role in automotive sector are looking for the optimal solution to model and understand tire׳s behavior both in experimental and simulation environments. The studies carried out and the tool developed herein demonstrate a new approach in tire characterization and in vehicle simulation procedures. This enables the reproduction of the dynamic response of a tire through the use of specific track sessions, carried out with the aim to employ the vehicle as a moving lab. The final product, named TRICK tool (Tire/Road Interaction Characterization and Knowledge), comprises of a vehicle model which processes experimental signals acquired from vehicle CAN bus and from sideslip angle estimation additional instrumentation. The output of the tool is several extra "virtual telemetry" channels, based on the time history of the acquired signals and containing force and slip estimations, useful to provide tire interaction characteristics. TRICK results can be integrated with the physical models developed by the Vehicle Dynamics UniNa research group, providing a multitude of working solutions and constituting an ideal instrument for the prediction and the simulation of the real tire dynamics. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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25. A physical-analytical model for a real-time local grip estimation of tyre rubber in sliding contact with road asperities.
- Author
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Farroni, Flavio, Russo, Michele, Russo, Riccardo, and Timpone, Francesco
- Subjects
MOTORSPORTS ,FRICTION ,DYNAMIC balance (Mechanics) ,MECHANICAL cycles (Fluid dynamics) ,MOTORCYCLE racing - Abstract
This paper deals with the frictional behaviour of a tyre tread elementary volume in sliding contact with road asperities. Friction is assumed to be composed of two main components: adhesion and deforming hysteresis. The target, which was fixed in collaboration with a motorsport racing team and with a tyre-manufacturing company, is to provide an estimation of local grip for online analyses and real-time simulations and to evaluate and predict adhesive and hysteretic frictional contributions arising at the interface between the tyre tread and the road. A way to approximate the asperities, based on rugosimetric analyses on a macroscale and a microscale, was introduced. The adhesive component of friction was estimated by means of a new approach based on two different models found in the literature, whose parameters were identified thanks to a wide experimental investigation previously carried out. The hysteretic component of friction was estimated by means of an energy balance taking into account the viscoelastic behaviour of rubber (which was characterized by means of appropriate dynamic mechanical analysis tests) and the internal stress–strain distribution (which was due to indentations of the road). The model results are finally shown and discussed, and the validation experimental procedure is described. The correct reproduction of the friction phenomenology and the model prediction capabilities are highlighted, making particular reference to the grip variability due to changes in the working conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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26. A combined use of phase plane and handling diagram method to study the influence of tyre and vehicle characteristics on stability.
- Author
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Farroni, Flavio, Russo, Michele, Russo, Riccardo, Terzo, Mario, and Timpone, Francesco
- Subjects
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STABILITY theory , *STIFFNESS (Engineering) , *VEHICLES , *NUMERICAL analysis , *GRAPHICAL modeling (Statistics) , *LONGITUDINAL method , *PARAMETER estimation - Abstract
This paper deals with in-curve vehicle lateral behaviour and is aimed to find out which vehicle physical characteristics affect significantly its stability. Two different analytical methods, one numerical (phase plane) and the other graphical (handling diagram) are discussed. The numerical model refers to the complete quadricycle, while the graphical one refers to a bicycle model. Both models take into account lateral load transfers and nonlinear Pacejka tyre–road interactions. The influence of centre of mass longitudinal position, tyre cornering stiffness and front/rear roll stiffness ratio on vehicle stability are analysed. The presented results are in good agreement with theoretical expectations about the above parameters influence, and show how some physical characteristics behave as saddle-node bifurcation parameters. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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27. A Flexible Ring Tyre Model for Normal Interaction.
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Calabrese, Francesco, Farroni, Flavio, and Timpone, Francesco
- Subjects
TIRES ,VEHICLES ,DEFLECTION (Mechanics) ,FINITE element method ,SIMULATION methods & models - Abstract
A physical - numerical tyre model has been developed. The whole model allows to obtain the tyre - road interactions which can be used in vehicle dynamics simulations. In this paper its capabilities in terms of normal interaction analysis are presented. The tyre normal interaction, i.e. the relationship between the normal load and the normal deflection, influences the tangential (longitudinal plus lateral) one, which determines the vehicle's handling behaviour. The parameters used in the model depend on the structure of the tyre and they can be measured on the real tyre. The tyre has been schematized as composed by a flexible belt, by the sidewalls and by a rigid ring (rim). The flexible belt is composed by a number of lumped masses linked by extensional and bending stiffnesses and dampers. The tyre model has been developed using the finite segment method. Using this method it is possible to include in the tyre simulations various non-linear structural effects due to large displacements and rotations. The model allows to simulate both steady state and transient conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2013
28. A Full Scale Test Rig to Characterize Pneumatic Tyre Mechanical Behaviour.
- Author
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Farroni, Flavio, Rocca, Ernesto, and Timpone, Francesco
- Subjects
EXAMINATIONS ,TIRE pressure gages ,TIRES ,IRON & steel plates ,HYDRAULIC presses ,FLANGES ,BEHAVIOR - Abstract
In this paper an experimental test rig aimed to characterize mechanical properties of a pneumatic tyre, together with some results, is presented. The objective is to determine tyre mechanical characteristics useful to physically model its behaviour; in particular: the normal interaction characteristic, the radial stiffness, the total stiffness and the longitudinal hysteretic cycles. To this aim two different kind of tests have been executed: radial and longitudinal. In the radial test the load is statically applied to the tyre, along the vertical direction, by means of an hydraulic press and it is measured together with the consequent radial deformation, so allowing the estimation of the tyre normal interaction characteristic and of its radial stiffness. Different radial tests can be conducted for an assigned tyre varying the inflation pressure. The longitudinal tests are conducted applying, under an assigned constant vertical load, a variable horizontal strain to the tyre by means of a linear actuator, two profile rail guides and a system to transfer the horizontal motion to the contact patch of the tyre, opportunely placed on a moving steel plate placed on the two linear guide rails. During the tests the horizontal load and the resulting deformations are measured and acquired so allowing the estimation of tyre total stiffness and of its longitudinal hysteretic cycles. Longitudinal tests can be conducted varying the assigned vertical load, the horizontal displacement law in terms of frequency and amplitude, the tyre inflation pressure. All the different types of rim can be mounted on the test rig thanks to a universal quick flange. [ABSTRACT FROM AUTHOR]
- Published
- 2013
29. Theoretical and Experimental Estimation of the Hysteretic Component of Friction for a Visco-Elastic Material Sliding on a Rigid Rough Surface.
- Author
-
Farroni, Flavio, Russo, Riccardo, and Timpone, Francesco
- Subjects
HYSTERECTOMY ,ROUGH surfaces ,COEFFICIENTS (Statistics) ,INDENTATION (Materials science) ,ENERGY dissipation - Abstract
According to the most recent approaches, the friction coefficient arising between tyre rubber and road can be seen as constituted by three components: adhesion, deforming hysteresis and wear. This paper deals with the estimation of the hysteretic component of friction. This component is due to indentation phenomena regarding contact mechanics of deformable bodies sliding on the asperities of a rough substrate, which exert oscillating forces at the interface, leading to cyclic deformations of the rubber and then to energy "dissipation" via its internal damping. To evaluate this component, a physical model able to calculate energy dissipation of a rubber block indented by a rigid asperity in sliding contact has been built. To this aim the viscoelastic characteristics of the material have been taken into account. The road profile has been modelled as the sum of two sinusoidal waves characterizing the macro and the micro roughness scales. The results coming out from the physical model have been validated by means both of FEM models results and of experimental tests carried on a pin on disk tribometer. [ABSTRACT FROM AUTHOR]
- Published
- 2013
30. Development of Machine Learning Algorithms for the Determination of the Centre of Mass.
- Author
-
D'Andrea, Danilo, Cucinotta, Filippo, Farroni, Flavio, Risitano, Giacomo, Santonocito, Dario, Scappaticci, Lorenzo, and Navarro, Raúl Baños
- Subjects
MACHINE learning ,CONVOLUTIONAL neural networks ,HUMAN mechanics ,COMPUTER vision ,MOTION capture (Human mechanics) ,HUMAN body - Abstract
The study of the human body and its movements is still a matter of great interest today. Most of these issues have as their fulcrum the study of the balance characteristics of the human body and the determination of its Centre of Mass. In sports, a lot of attention is paid to improving and analysing the athlete's performance. Almost all the techniques for determining the Centre of Mass make use of special sensors, which allow determining the physical magnitudes related to the different movements made by athletes. In this paper, a markerless method for determining the Centre of Mass of a subject has been studied, comparing it with a direct widely validated equipment such as the Wii Balance Board, which allows determining the coordinates of the Centre of Pressure. The Motion Capture technique was applied with the OpenPose software, a Computer Vision method boosted with the use of Convolution Neural Networks. Ten quasi-static analyses have been carried out. The results have shown an error of the Centre of Mass position, compared to that obtained from the Wii Balance Board, which has been considered acceptable given the complexity of the analysis. Furthermore, this method, despite the traditional methods based on the use of balances, can be used also for prediction of the vertical position of the Centre of Mass. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
31. Review on Friction and Wear Test Rigs: An Overview on the State of the Art in Tyre Tread Friction Evaluation.
- Author
-
Genovese, Andrea, D'Angelo, Gennaro Antonio, Sakhnevych, Aleksandr, and Farroni, Flavio
- Subjects
FRICTION ,TIRES ,AUTOMOTIVE transportation ,DRIVERLESS cars ,MOTOR vehicle tires ,ENERGY consumption ,ATTITUDE (Psychology) - Abstract
The future evolution of autonomous mobility and road transportation will require substantial improvements in tyre adherence optimization. As new technologies being deployed in tyre manufacturing reduce total vehicle energy consumption, the contribution of tyre friction for safety and performance enhancement continues to increase. For this reason, the tyre's grip is starting to drive the focus of many tyre developments nowadays. This is because the tread compound attitude to maximize the interaction forces with the ground is the result of a mix of effects, involving polymer viscoelastic characteristics, road roughness profiles and the conditions under which each tyre works during its lifespan. In such a context, mainly concerning the automotive market, the testing, analysis and objectivation of the friction arising at the tread interface is performed by means of specific test benches called friction testers. This paper reviews the state of the art in such devices' development and use, with a global overview of the measurement methodologies and with a classification based on the working and specimen motion principle. Most tyre friction testers allow one to manage the relative sliding speed and the contact pressure between the specimen and the counter-surface, while just some of them are able to let the user vary the testing temperature. Few devices can really take into account the road real roughness, carrying out outdoor measurements, useful because they involve actual contact phenomena, but very complex to control outside the laboratory environment. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
32. A Discussion on Present Theories of Rubber Friction, with Particular Reference to Different Possible Choices of Arbitrary Roughness Cutoff Parameters.
- Author
-
Genovese, Andrea, Farroni, Flavio, Papangelo, Antonio, and Ciavarella, Michele
- Subjects
FRICTION ,RUBBER ,ADHESION ,VELOCITY ,VISCOELASTICITY - Abstract
Since the early study by Grosch in 1963 it has been known that rubber friction shows generally two maxima with respect to speed—the first one attributed to adhesion, and another at higher velocities attributed to viscoelastic losses. The theory of Klüppel and Heinrich and that of Persson suggests that viscoelastic losses crucially depend on the "multiscale" aspect of roughness and in particular on truncation at fine scales. In this study, we comment a little on both theories, giving some examples using Persson's theory on the uncertainties involved in the truncation of the roughness spectrum. It is shown how different choices of Persson's model parameters, for example the high-frequency cutoff, equally fit experimental data on viscoelastic friction, hence it is unclear how to rigorously separate the adhesive and the viscoelastic contributions from experiments. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
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