82 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. Performance and Safety Enhancement Strategies in Vehicle Dynamics and Ground Contact.
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Farroni, Flavio, Farroni, Flavio, Genovese, Andrea, and Sakhnevych, Aleksandr
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History of engineering & technology ,Technology: general issues ,ADAS ,Floquet theory applied to limit cycles ,Pacejka's magic formula ,Sommerfeld effects ,acceleration speed portraits ,actuator dynamics ,adhesion enhancement ,analytical travel speed amplitudes ,articulated vehicles ,artificial neural networks ,autonomous driving ,autonomous emergency steering ,autonomous vehicles ,central control ,comfort ,contact patch ,control allocation ,covariance equations ,curve fitting ,differential-algebraic systems ,dimple model ,directional stability ,driving comfort ,eigenvalue analysis ,empirical modeling ,energy consumption and recovery ,enhancement ,finite element analysis ,footprint ,friction ,friction estimate ,fuel-cell electric vehicles ,gravel pavement ,handling ,handling enhancement ,in-wheel motor ,intelligent vehicles ,international roughness index ,limit cycles ,limit flows of trajectories ,longitudinal interaction ,microscopic traffic simulation ,motorcycle ,multi-input multi-output model predictive control ,multibody ,n/ac ,noisy limit cycles ,non-linear model-based predictive control ,non-pneumatic tire ,nonlinear dynamic model ,optimisation ,patterned surfaces ,pitch behavior ,polar coordinates of roads ,potential friction ,power spectral density ,predictive control ,quarter car models ,quarter-car model ,rider ,road friction ,road models ,road profile ,road unevenness ,roll behavior ,roughness ,rubber ,screw axis ,self-steering behavior ,semi-active ,semi-active suspension ,sky-hook ,snake instability ,speed oscillations ,stability analysis ,stability in mean ,steady state analysis ,straightedge ,supercritical speeds ,suspension ,suspension performance ,suspension test bench ,tire characterization ,tire model parameters identification ,tire models ,tire tread ,tire-based control ,transmission layouts ,tyre ,vehicle dynamics ,vehicle response ,vehicle stability ,vehicle-road interaction ,velocity bifurcations ,vertical vehicle excitation ,viscoelastic modulus ,viscoelasticity ,wear ,weave ,wobble - Abstract
Summary: Recent trends in vehicle engineering are testament to the great efforts that scientists and industries have made to seek solutions to enhance both the performance and safety of vehicular systems. This Special Issue aims to contribute to the study of modern vehicle dynamics, attracting recent experimental and in-simulation advances that are the basis for current technological growth and future mobility. The area involves research, studies, and projects derived from vehicle dynamics that aim to enhance vehicle performance in terms of handling, comfort, and adherence, and to examine safety optimization in the emerging contexts of smart, connected, and autonomous driving.This Special Issue focuses on new findings in the following topics:(1) Experimental and modelling activities that aim to investigate interaction phenomena from the macroscale, analyzing vehicle data, to the microscale, accounting for local contact mechanics; (2) Control strategies focused on vehicle performance enhancement, in terms of handling/grip, comfort and safety for passengers, motorsports, and future mobility scenarios; (3) Innovative technologies to improve the safety and performance of the vehicle and its subsystems; (4) Identification of vehicle and tire/wheel model parameters and status with innovative methodologies and algorithms; (5) Implementation of real-time software, logics, and models in onboard architectures and driving simulators; (6) Studies and analyses oriented toward the correlation among the factors affecting vehicle performance and safety; (7) Application use cases in road and off-road vehicles, e-bikes, motorcycles, buses, trucks, etc.
4. 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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5. 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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6. 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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7. 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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8. 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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9. VESevo, an innovative device for non-destructive and smart viscoelastic characterization of tires compounds.
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Carputo, Francesco, Genovese, Andrea, Farroni, Flavio, Sakhnevych, Aleksandr, and Timpone, Francesco
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SMART devices ,DYNAMIC mechanical analysis ,INDUSTRIAL engineering ,TIRE treads ,APPLIED mechanics ,PERFORMANCE of tires ,TIRES - Abstract
Viscoelastic properties of tires compound play a fundamental role into the vehicle dynamics affecting both the vehicle performances and the safety according to different working conditions depending on road roughness and temperature. The knowledge of these properties is usually carried out by means Dynamic Mechanical Analysis (DMA) on compound samples suitable for laboratory conditions, which can be specifically produced for the test or extracted from the tire, causing its destruction. In this scenario, the Applied Mechanics research group of the Department of Industrial Engineering at the Federico II has developed an innovative device, called VESevo, capable of providing a smart and non-destructive characterization of the viscoelastic properties of tires tread compound. The patented technology of the VESevo allows the characterization of the Storage Modulus and the Loss Factor thanks to the build-in high-accuracy sensors, which enable the user to carry out many measurements at different conditions and directly in-situ. The possibility to obtain the compounds viscoelastic response by means of a totally non-destructive and non-invasive procedure, opens scenarios of interest in a very broad panorama of applications ranging from the monitoring of the material performance during its whole lifecycle, to the quantitative analysis of products quality and repeatability of production processes. In this work, the authors present the VESevo technology comparing the results to the ones obtained with the standard Dynamic Mechanical Analysis technique. [ABSTRACT FROM AUTHOR]
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- 2023
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10. Experimental friction analysis through innovative compound-substrate contact modelling for automotive applications.
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Arricale, Vincenzo Maria, Genovese, Andrea, Farroni, Flavio, Maiorano, Antonio, Mosconi, Lorenzo, Sakhnevych, Aleksandr, and Timpone, Francesco
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RUBBER ,ROLLING friction ,FRICTION ,TIRE treads ,RELATIVE velocity ,PENDULUMS - Abstract
The knowledge of the tire tread viscoelastic properties, deeply affecting the tire dynamic behavior, is a particularly crucial topic for tire manufacturers to achieve the optimal friction performance and to govern the degradation mechanism during the tire life cycle. To this purpose the use of a friction model, called GrETA. (Grip Estimation for Tire Applications), aiming to predict the friction coefficient arising at the tire-road interface under various possible operating conditions (temperature, pressure and relative velocity), is proposed. The GrETA. model requires both the roughness parameters, associated with micro-and macro-scale of the road profile, and the viscoelastic properties of tire tread compound, function of temperature and excitation frequency, in order to mathematically describe the contact phenomena between the rubber surface and the substrate countersurface. The compound characterization has been achieved employing a non-destructive methodology called VESevo, capable of estimating the viscoelastic Storage Modulus and Loss Factor, whereas the road profile characteristics have been optically acquired and synthetized. To validate the model outputs, a specific experimental campaign has been conducted employing an evolved version of the British Pendulum bench with different road profiles and compound specimens. [ABSTRACT FROM AUTHOR]
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- 2023
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11. 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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12. 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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13. 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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14. 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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15. 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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16. A real-time thermal model for the analysis of tire/road interaction in motorcycle applications
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Lenzo, Basilio, Farroni, Flavio, Mancinelli, Nicolò, Mercantini, Matteo, Sakhnevych, Aleksandr, and Timpone, Francesco
- Abstract
While in the automotive field the relationship between road adherence and tire temperature is\ud mainly investigated with the aim to enhance the vehicle performance in motorsport, the\ud motorcycle sector is highly sensitive to such theme also from less extreme applications.\ud The small extension of the footprint, along with the need to guarantee driver stability and safety\ud in the widest possible range of riding conditions, require that tires work as most as possible at a\ud temperature able to let the viscoelastic compounds - constituting the tread and the composite\ud materials of the whole carcass structure - provide the highest interaction force with soil.\ud Moreover, both for tire manufacturing companies and for single track vehicles designers and\ud racing teams, a deep knowledge of the thermodynamic phenomena involved at the ground level\ud is a key factor for the development of optimal solutions and setup.\ud This paper proposes a physical model based on the application of the Fourier thermodynamic\ud equations to a three-dimensional domain, accounting for all the sources of heating like friction\ud power at the road interface and the cyclic generation of heat due to rolling and to asphalt\ud indentation, and for the cooling effects due to air forced convection, to road conduction and to\ud turbulences in the inflation chamber. The complex heat exchanges in the system are fully\ud described and modelled, with particular reference to the management of contact patch position,\ud correlated to camber angle and requiring the adoption of an innovative multi-ribbed and multilayered tire structure.\ud The completely physical approach induces the need of a proper parameterization of the model,\ud whose main stages are described, both from the experimental and identification points of view,\ud with particular reference to non-destructive procedures for thermal parameters definition.
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- 2020
17. Torque Vectoring Control for fully electric Formula SAE cars
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De Pascale, Valentina, Lenzo, Basilio, Farroni, Flavio, Timpone, Francesco, and Zhang, Xudong
- Abstract
Fully electric vehicles with individually controlled powertrains can achieve significantly enhanced vehicle response, in particular by means of Torque Vectoring\ud Control (TVC). This paper presents a TVC strategy for a Formula SAE (FSAE) fully electric vehicle, the “T-ONE” car designed by “UninaCorse E-team” of the University of\ud Naples Federico II, featuring four in-wheel motors. A Matlab-Simulink double-track vehicle model is implemented, featuring non-linear (Pacejka) tyres. The TVC strategy\ud consists of: i) a reference generator that calculates the target yaw rate in real time based on the current values of steering wheel angle and vehicle velocity, in order to follow a desired optimal understeer characteristic; ii) a high-level controller which generates the overall traction/braking force and yaw moment demands based on the accelerator/brake pedal and on the error between the target yaw rate and the actual yaw rate; iii) a control allocator which outputs the reference torques for the individual wheels. A driver model was implemented to work out the brake/accelerator pedal inputs and steering wheel angle\ud input needed to follow a generic trajectory. In a first implementation of the model, a circular trajectory was adopted, consistently with the "skid-pad" test of the FSAE\ud competition. Results are promising as the vehicle with TVC achieves up to � 9% laptime savings with respect to the vehicle without TVC, which is deemed significant and\ud potentially crucial in the context of the FSAE competition.
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- 2020
18. 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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19. 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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20. 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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21. 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.
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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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22. On-Board Road Friction Estimation Technique for Autonomous Driving Vehicle-Following Maneuvers.
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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]
- Published
- 2021
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23. 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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24. Preliminary Studies on Criticalities and Opportunities for Virtual Testing of Driving Automation
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RUSSO SPENA, MARIA, TIMPONE, FRANCESCO, FARRONI, FLAVIO, Imre J. Rudas, RUSSO SPENA, Maria, Timpone, Francesco, and Farroni, Flavio
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Intelligent Transportation Systems, Advanced Driving Assistance Systems, Autonomous Emergency Braking, Road Safety, Driving Behaviour, Adaptive Cruise Control, Intelligent Speed Adaptation - Abstract
This paper presents some preliminary analyses on the development of new tools for the transport industry, able to deal with the introduction of increasing levels of vehicle automation. Driving assistance is aimed at increasing road safety, but it needs a renewed approach to the research and development process. Indeed, vehicle automation spans several scientific disciplines and it’s becoming exceedingly difficult and too costly for a single research innovation team to “go deep” across all technologies and solutions. The only way to ensure an easy, fast, efficient, and scalable introduction of the required innovation is to adopt integrated and complex testing platform for the simulation of automation solutions. To this aim virtual-testing platforms should be conceived to allow different actors to work on different components, possibly at different levels of detail, any of the actors being allowed to sophisticate with a particular simulation issue (e.g. the driver behaviour in presence of Advanced Driving Assistance Systems) knowing that the other components (e.g. the vehicle dynamics) have been (or will be) simulated at the required sophistication level, possibly by another actor of the innovation process. In this paper the authors wishes to contribute to the development of these newgeneration tools. Analyses will be carried out in order to identify the key opportunities and criticalities in the development of virtual testing platform for testing driving automation. From these analyses research perspectives will be identified and proposed for future developments.
- Published
- 2015
25. Development of a Grip and Thermodynamics Sensitive Procedure for the Determination of Tyre/Road Interaction Curves Based on Outdoor Test Sessions
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Farroni, Flavio, Sakhnevych, Aleksandr, Timpone, Francesco, Patrick Gruber and Robin S. Sharp - Department of Mechanical Engineering Sciences - University of Surrey, Farroni, Flavio, Sakhnevych, Aleksandr, and Timpone, Francesco
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Tyre/Road Interaction, Grip, Thermodynamics, Outdoor Test Sessions - Abstract
Designers and technicians involved in vehicle dynamics face during their daily activities with the need of reliable data regarding tyres and their physical behaviour. The solution is often provided by bench characterizations, rarely able to test tyres in real working conditions as concerns road surface and the consequential thermal and frictional phenomena. The aim of the developed procedure is the determination of the tyre/road interaction curves basing on the data acquired during experimental sessions performed employing the whole vehicle as a sort of moving lab, taking into account effects commonly neglected.
- Published
- 2015
26. 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]
- Published
- 2020
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27. A Real-Time Thermal Model for the Analysis of Tire/Road Interaction in Motorcycle Applications.
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Farroni, Flavio, Mancinelli, Nicolò, and Timpone, Francesco
- Subjects
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]
- Published
- 2020
- Full Text
- View/download PDF
28. A Real-Time Physical Analytical Grip Model for Tyre Rubber in Sliding Contact with Road Asperities
- Author
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FARRONI, FLAVIO, RUSSO, MICHELE, RUSSO, RICCARDO, TIMPONE, FRANCESCO, Farroni, Flavio, Russo, Michele, Russo, Riccardo, and Timpone, Francesco
- Subjects
Vehicle dynamics, Tyre road interaction - Abstract
This paper deals with the frictional behaviour of a tyre tread elementary volume in sliding contact with road asperities. Friction is supposed as composed by two main components: adhesion and deforming hysteresis. The target, fixed in collaboration with a motorsport racing team and with a tyre manufacturing company, is to provide an estimation of local grip for on-line analyses and real time simulations and to evaluate and predict adhesive and hysteretic frictional contributions arising at the interface between tyre tread and road. A way to approximate asperities, based on rugosimetric analyses on macro and micro scale, has been introduced. The adhesive component of friction has been estimated by means of a new approach based on two different models found in literature, whose parameters have been identified thanks to a wide experimental campaign previously carried out. The hysteretic component of friction has been estimated by means of an energy balance taking into account rubber viscoelastic behaviour and internal stress / strain distribution, due to indentation with road. The correct reproduction of friction phenomenology and the model prediction capabilities are highlighted making particular reference to grip variability, due to changes in working conditions.
- Published
- 2014
29. 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
- Full Text
- View/download PDF
30. A three-dimensional multibody tire model for research comfort and handling analysis as a structural framework for a multi-physical integrated system.
- Author
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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
- Full Text
- View/download PDF
31. Influence of Tyre and Vehicle Constructive Characteristics on Linear Stability of a Four Wheel Vehicle Model
- Author
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FARRONI, FLAVIO, RUSSO, MICHELE, RUSSO, RICCARDO, TERZO, MARIO, TIMPONE, FRANCESCO, Prof. István Zobory, Farroni, Flavio, Russo, Michele, Russo, Riccardo, Terzo, Mario, and Timpone, Francesco
- Subjects
Phase plane, Handling diagram, Stability, Cornering stiffness, Anti-roll stiffness - Abstract
The study of vehicle handling behaviour is of fundamental importance in order to improve vehicle safety, especially as concerns the loss of stability in the lateral direction resulting from unexpected lateral disturbances like side wind force, tyre pressure loss, μ-split braking due to different road pavements such as icy, wet, and dry pavement, etc. The interest for vehicle stability has been actually increasing, and consequently the study of the local stability has become a fundamental discipline in the field of vehicle dynamics, being a vehicle a strongly non linear system mainly because of tyres behaviour. The study of the driving stability of a vehicle travelling on a curve in steady state conditions is the first and most important step in order to understand the effects of perturbations inevitably occurring during vehicle motion. Such a study may have a dual application: first of all it can contribute to develop and optimize control logic of the vehicle subsystems; secondly it may be useful to identify the physical quantities affecting stability and to find out their optimal set under this point of view. At this purpose it is fundamental to dispose of suitable stability maps, which typically are constituted by curves in a phase plane delimiting zones in which the system of equations describing the vehicle dynamics admits stable and strongly attractive solutions. Outside of such zones only unstable or marginally stable solutions exist. In the recent years several ways to construct these maps have been proposed. A great number of studies in literature are mainly oriented to the development of control systems strategies aimed to improve vehicle stability and so in such papers the authors proposed methods based on vehicle and tyre models extremely simplified. Typical simplifications consist in considering a bicycle model (i.e. neglecting roll dynamics and the lateral load transfer) and/or in linearising the tyre-road interaction (i.e. underestimating saturation effects in the tyre lateral forces). No studies have been found aimed to find out which vehicle physical characteristics affect significantly its stability and the influence of their variation on stability. This paper pursues precisely this purpose and hence it is necessary to use a sufficiently detailed vehicle model allowing to take into account all the physical parameters on which investigate. The stability of a complete four wheel, two axle, vehicle model will be discussed, Pacejka magic formula will be adopted to model the pure tyre-road interaction, lateral load transfer will also be considered. Two different methods will be presented: a “mathematical” method consisting in the evaluation of the state matrix eigenvalues and a ”geometrical” method inspired to the so called “handling diagram” construction. The influence exerted on the stability zone extension in the phase plane by some vehicle parameters, such as tyre cornering stiffness and front/rear roll stiffness will be evidenced with the aim to suggest solutions able to increase vehicle stability.
- Published
- 2012
32. GEAR RATTLE ANALISYS BASED ON WAVELET SIGNAL DECOMPOSITION
- Author
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BRANCATI, RENATO, ROCCA, ERNESTO, SAVINO, Sergio, FARRONI, FLAVIO, Brancati, Renato, Rocca, Ernesto, Savino, Sergio, and Farroni, Flavio
- Subjects
Comparative analysis, Dynamic behaviours, Internal combustion, Lubrication regimes, Noise , vibration and harshness, Noise and vibration, Signal decomposition, Theoretical investigations - Abstract
The “gear rattle” phenomenon is a research topic of great interest for the NVH (Noise, Vibration and Harshness) automotive sector, concerning driveline noise and vibrations coming from the manual gear boxes. It is due to the internal combustion engine variable torque producing impacts and rebounds, and consequently noise, between the teeth of the unloaded gear pairs of the gear box because of the unavoidable presence of backlashes. Discrete Wavelet Transform (DWT) is used to decompose the angular relative motion signal and the wavelet decomposition details are adopted to analyze the dynamic behaviour of gears under rattle conditions. The DWT has been chosen because it is a particularly suitable instrument to recognize discontinuities, such as jumps or instantaneous changes in the slope of the signals, due to their localization in the time domain. Wavelet analysis allows to characterize an event by the localization, the kind, and the amplitude of the event. This technique enables, moreover, to define new indices for metrics of gear rattle especially useful in order to conduct comparisons among different operative conditions. Some examples of application of the proposed technique are reported in the paper. The theoretical investigations regard comparative analysis with respect to the amplitude and to the frequency of speed fluctuations and to the gears lubrication regime.
- Published
- 2012
33. Experimental Investigations about Adhesion Component of Friction Coefficient Dependence on Road Roughness, Contact Pressure, Slide Velocity and Dry/Wet Conditions
- Author
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FARRONI, FLAVIO, ROCCA, ERNESTO, RUSSO, RICCARDO, SAVINO, Sergio, TIMPONE, FRANCESCO, Prof. István Zobory, Farroni, Flavio, Rocca, Ernesto, Russo, Riccardo, Savino, Sergio, and Timpone, Francesco
- Subjects
Friction, Adhesion, Visco-elasticity, Roughness, Tyre/road interaction - Abstract
The results of an experimental activity carried out with the aim to investigate on the adhesive behaviour of visco-elastic materials in sliding contact with road asperities are presented. Experiments are carried out using a prototype of pin on disk machine in which pin is constituted by a specimen of rubber coming from a commercial tire, while different disks are realized in glass, marble, steel and in abrasive paper of different roughness. Tests are performed in both dry and wet conditions. Roughness of the test surfaces is evaluated by a rugosimeter, while pressure is evaluated, off-line, analysing the extension of the contact patch left by the pin on a sheet of graph paper under known applied loads. Slide velocity is imposed by an inverter controlled motor driving the disk. Basing on well known theoretical hypotheses, adhesive component of friction coefficient is estimated making the specimens slide on surfaces characterized by low values of macro-roughness, in order to underline the differences in rubber behaviour respect to micro-roughness surface variations. The results confirmed adhesion dependence on pressure and sliding velocity in both cases of smooth surfaces, where the main friction mechanism is the adhesive one, and of rough surfaces, where the main friction mechanism is the hysteretic one. Analysing various surfaces roughness it is possible to notice a maximized adhesive contribution on flat surfaces; it reduces with increasing roughness, while hysteretic friction comes over instead of it because of asperities penetration into rubber sliding surface. Moreover in the case of rough surfaces the separation between static and dynamic friction coefficient is evident and the static coefficient is greater than the dynamic one. On the other hand in case of smooth surface the absence of indentation phenomena doesn’t allow to recognize, in the measured force time history, the “classical” peak usually associated to the static friction coefficient. Dry and wet tests performed on different micro-roughness profiles highlighted that friction coefficient in dry conditions is greater on smoother surfaces, while an opposite tendency is shown in wet condition, when asperities are greater enough to break the thin water layer, providing a certain degree of indentation. A proposal for a methodology able to estimate the only adhesive friction component, developed thanks to wet contact tests, is expressed in the end of the paper.
- Published
- 2012
34. On the Influence of Anti-Roll Stiffness on Vehicle Stability and Proposal of an Innovative Semi-Active Magnetorheological Fluid Anti-Roll Bar
- Author
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FARRONI, FLAVIO, RUSSO, MICHELE, RUSSO, RICCARDO, TERZO, MARIO, TIMPONE, FRANCESCO, Vicente Mata, Farroni, Flavio, Giordano, Daniele, Russo, Michele, Terzo, Mario, Timpone, Francesco, Cesare Rossi, Marco Ceccarelli, and Russo, Riccardo
- Subjects
Vehicle dynamics, Local stability, Anti-roll stiffness, Magnetorheological fluid, Vehicle control ,Vehicle dynamics, Local stability, Anti-roll stiffness, Magnetorheological fluid - Abstract
Modern vehicles are equipped with several active and passive devices whose function is to increase active safety. This paper is focused on the anti-roll stiffness influence on vehicle handling, and follows a theoretical approach. The work firstly develops a quadricycle theoretical model, useful to study the influence of anti-roll stiffness on the vehicle local stability. The model, involving non-linear phenomena, is simplified by proper linearizations. This procedure allows local stability analysis with low computational load. At the same time, the linearized model takes into account the dynamic effects induced by load transfers through a tyre-road interaction model sensitive to the vertical load. The study is conducted considering the anti-roll stiffnesses of the two axles as parameters. The proposed model defines the relationship between the anti-roll bars stiffness and the system state. In order to realize an adaptive system able to provide a variable roll stiffness, a semi-active anti-roll bar prototype, employing magnetorheological fluid, is described. Such device gives the possibility to quickly change the roll stiffness, according to the system state, to preserve its stability.
- Published
- 2011
35. Real Time Thermo Racing Tyre Model.
- Author
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Farroni, Flavio, Sakhnevych, Aleksandr, and Timpone, Francesco
- Published
- 2016
- Full Text
- View/download PDF
36. 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
- *
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
37. T.R.I.C.K.‐Tire/Road Interaction Characterization & Knowledge - A tool for the evaluation of tire and vehicle performances in outdoor test sessions.
- Author
-
Farroni, Flavio
- Subjects
- *
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
- Full Text
- View/download PDF
38. A physical-analytical model for a real-time local grip estimation of tyre rubber in sliding contact with road asperities.
- Author
-
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
- Full Text
- View/download PDF
39. A combined use of phase plane and handling diagram method to study the influence of tyre and vehicle characteristics on stability.
- Author
-
Farroni, Flavio, Russo, Michele, Russo, Riccardo, Terzo, Mario, and Timpone, Francesco
- Subjects
- *
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
- Full Text
- View/download PDF
40. A Flexible Ring Tyre Model for Normal Interaction.
- Author
-
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
41. A Full Scale Test Rig to Characterize Pneumatic Tyre Mechanical Behaviour.
- Author
-
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
42. 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
43. 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
44. 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
45. 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
46. A numerical methodology for thermo-fluid dynamic modelling of tyre inner chamber: towards real time applications
- Author
-
Flavio Farroni, Luigi Teodosio, Aleksandr Sakhnevych, Andrea Genovese, Francesco Timpone, Giuseppe Alferi, Benedetto Mele, Teodosio, Luigi, Alferi, Giuseppe, Genovese, Andrea, Farroni, Flavio, Mele, Benedetto, Timpone, Francesco, and Sakhnevych, Aleksandr
- Subjects
Test bench ,Tyre thermodynamics, 3D CFD, Numerical procedure ,Materials science ,Convective heat transfer ,business.industry ,Mechanical Engineering ,Flow (psychology) ,020302 automobile design & engineering ,02 engineering and technology ,Mechanics ,Computational fluid dynamics ,Condensed Matter Physics ,law.invention ,020303 mechanical engineering & transports ,0203 mechanical engineering ,Heat flux ,Mechanics of Materials ,law ,Thermal ,Disc brake ,Reynolds-averaged Navier–Stokes equations ,business - Abstract
The characterization and reproduction of tyre behaviour for vehicle modelling is a topic of particular interest both for real-time driver in the loop simulations and for offline performance optimization algorithms. Since the accuracy of the tyre forces and moments can be achieved by the accurate physical modelling of all the phenomena concerning the tyre-road interaction, the link between the tyre thermal state and the tyre frictional performance turns into a crucial factor. An integrated numerical methodology, allowing to couple the full 3D CFD (Computational Fluid Dynamics) flux within the internal chamber of the tyre with an equivalent discrete 3D structure model, is proposed with the aim to completely represent the tyre thermodynamic convective behaviour in the steady-state operating conditions. 3D CFD model enables the evaluation of the internal distribution of the gas temperature and of the thermal powers exchanged at each sub-wall in detail. This allows to increase the reliability of the tyre thermodynamic modelling with a particular reference to the proper managing of the aero-thermal flow of the brake disc impact on the rim temperature and therefore on the internal gas dynamics in terms of temperature and pressure, being able to optimize the tyre overall dynamic performance in both warm-up and stabilized thermal conditions. The steady RANS (Reynolds Averaged Navier–Stokes) simulations have been performed employing the 3D CFD model in a wide range of angular velocities with the aim to calculate the convective thermal flux distributions upon rim and inner liner surfaces. The simulation results have been then exploited to derive the convective heat transfer coefficients per each sub domain to be employed within the real-time tyre physical thermal model, with the peculiar advantage of an enhanced model reliability for thermal characteristics. To validate the proposed methodology, the tyre thermal model outputs, in terms of temperatures of internal and external layers, have been validated towards the acquired ones within the specific routine performed on tyre force and moment test bench, confirming an excellent agreement with the experimental data in the entire range of operating conditions explored.
- Published
- 2021
47. A Neural-Network-Based Methodology for the Evaluation of the Center of Gravity of a Motorcycle Rider
- Author
-
Dario Santonocito, Danilo D’Andrea, Flavio Farroni, Aleksandr Sakhnevych, Francesco Carputo, Giacomo Risitano, Carputo, Francesco, D’Andrea, Danilo, Risitano, Giacomo, Sakhnevych, Aleksandr, Santonocito, Dario, and Farroni, Flavio
- Subjects
Computer science ,Vehicle dynamics ,03 medical and health sciences ,0302 clinical medicine ,Cog ,motorcycle driver ,TJ1-1570 ,Mechanical engineering and machinery ,TJ227-240 ,Machine design and drawing ,Simulation ,Motor vehicles. Aeronautics. Astronautics ,Artificial neural network ,business.industry ,Deep learning ,Work (physics) ,deep learning ,TL1-4050 ,030229 sport sciences ,multibody co-simulation ,Center of gravity ,machine learning ,Feature (computer vision) ,Artificial intelligence ,Focus (optics) ,business ,030217 neurology & neurosurgery - Abstract
A correct reproduction of a motorcycle rider’s movements during driving is a crucial and the most influential aspect of the entire motorcycle–rider system. The rider performs significant variations in terms of body configuration on the vehicle in order to optimize the management of the motorcycle in all the possible dynamic conditions, comprising cornering and braking phases. The aim of the work is to focus on the development of a technique to estimate the body configurations of a high-performance driver in completely different situations, starting from the publicly available videos, collecting them by means of image acquisition methods, and employing machine learning and deep learning techniques. The technique allows us to determine the calculation of the center of gravity (CoG) of the driver’s body in the video acquired and therefore the CoG of the entire driver–vehicle system, correlating it to commonly available vehicle dynamics data, so that the force distribution can be properly determined. As an additional feature, a specific function correlating the relative displacement of the driver’s CoG towards the vehicle body and the vehicle roll angle has been determined starting from the data acquired and processed with the machine and the deep learning techniques.
- Published
- 2021
48. TRT EVO: Advances in real-time thermodynamic tire modeling for vehicle dynamics simulations
- Author
-
Michele Russo, Francesco Timpone, Flavio Farroni, Aleksandr Sakhnevych, Farroni, Flavio, Russo, Michele, Sakhnevych, Aleksandr, and Timpone, Francesco
- Subjects
0209 industrial biotechnology ,Series (mathematics) ,energy management ,Computer science ,Energy management ,Tire temperature distribution ,Mechanical Engineering ,exhausted gases thermal effect ,Aerospace Engineering ,02 engineering and technology ,Automotive engineering ,motorsport tire thermal dynamic ,Vehicle dynamics ,wheel alignment thermal influence ,020303 mechanical engineering & transports ,020901 industrial engineering & automation ,0203 mechanical engineering ,tire grip-temperature optimization - 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.
- Published
- 2019
49. A discussion on present theories of rubber friction, with particular reference to different possible choices of arbitrary roughness cutoff parameters
- Author
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Antonio Papangelo, Flavio Farroni, Michele Ciavarella, Andrea Genovese, Genovese, Andrea, Farroni, Flavio, Papangelo, Antonio, and Ciavarella, Michele
- Subjects
Truncation ,Ingenieurwissenschaften [620] ,Model parameters ,02 engineering and technology ,Surface finish ,Viscoelasticity ,0203 mechanical engineering ,Natural rubber ,Cutoff ,lcsh:Science ,Technik [600] ,viscoelasticity ,roughness ,Mathematics ,Mechanical Engineering ,Mechanics ,021001 nanoscience & nanotechnology ,Roughness ,Rubber friction ,Surfaces, Coatings and Films ,Condensed Matter::Soft Condensed Matter ,020303 mechanical engineering & transports ,visual_art ,visual_art.visual_art_medium ,lcsh:Q ,ddc:620 ,Roughne ,rubber friction ,0210 nano-technology ,Maxima ,ddc:600 - Abstract
Since the early study by Grosch in 1963 it has been known that rubber friction shows generally two maxima with respect to speed&mdash, the first one attributed to adhesion, and another at higher velocities attributed to viscoelastic losses. The theory of Klü, ppel and Heinrich and that of Persson suggests that viscoelastic losses crucially depend on the &ldquo, multiscale&rdquo, 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&rsquo, s theory on the uncertainties involved in the truncation of the roughness spectrum. It is shown how different choices of Persson&rsquo, 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.
- Published
- 2019
50. 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
- Author
-
Flavio Farroni, Raffaele Lamberti, Francesco Timpone, Nicolò Mancinelli, Farroni, Flavio, Lamberti, Raffaele, Mancinelli, Nicolã², and Timpone, Francesco
- Subjects
0209 industrial biotechnology ,Engineering ,business.industry ,Mechanical Engineering ,Test rig ,Aerospace Engineering ,Experimental data ,Model parameters ,Interaction model ,02 engineering and technology ,Ground vehicles ,01 natural sciences ,Computer Science Applications ,Magic formula ,Vehicle dynamics ,020901 industrial engineering & automation ,Control and Systems Engineering ,0103 physical sciences ,Signal Processing ,Tyre Road Interaction, Magic Formula (MF), Tyre model parameters, Identification algorithms, Smart identification, Interactive identification, Vehicle dynamics ,business ,010301 acoustics ,Simulation ,Civil and Structural Engineering - Abstract
Tyres play a key role in ground vehicles' dynamics because they are responsible for traction, braking and cornering. A proper tyre-road interaction model is essential for a useful and reliable vehicle dynamics model. In the last two decades Pacejka's Magic Formula (MF) has become a standard in simulation field. This paper presents a Tool, called TRIP-ID (Tyre Road Interaction Parameters IDentification), developed to characterize and to identify with a high grade of accuracy and reliability MF micro-parameters from experimental data deriving from telemetry or from test rig. The tool guides interactively the user through the identification process on the basis of strong diagnostic considerations about the experimental data made evident by the tool itself. A motorsport application of the tool is shown as a case study.
- Published
- 2018
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