SAE Update - February 2025 - 48

PUBLICATIONS
Most in-demand
publications of 2024
bifurcations, and global stability analysis
had to be tackled. Since accurate
mathematical models of drivers are still
unavailable, a couple of driving simulators
have been used to assess human driving
action. "
Multi-Output Physically Analyzed
Neural Network for the Prediction of
Tire-Road Interaction Forces
Authors: Raffaele Marotta, Salvatore Strano,
Mario Terzo, Ciro Tordela
Excerpt: " This article introduces an
innovative method for predicting tire-road
interaction forces by exclusively utilizing
longitudinal and lateral acceleration
measurements. Given that sensors directly
measuring these forces are either expensive
or challenging to implement in a vehicle,
this approach fills a crucial gap by
leveraging readily available sensor data.
Through the application of a multi-output
neural network architecture, the study
focuses on simultaneously predicting the
longitudinal, lateral, and vertical interaction
forces exerted by the rear wheels,
specifically those involved in traction.
Experimental validation demonstrates the
efficacy of the methodology in accurately
forecasting tire-road interaction forces.
Additionally, a thorough analysis of the
input-output relationships elucidates the
intricate dynamics characterizing tire-road
interactions. This research underscores the
potential of neural network models to
enhance predictive capabilities in vehicle
48 February 2025
dynamics, offering insights that are
valuable for various applications in
automotive engineering and control
systems. "
AWARD-WINNING
BOOKS
SAE International's
Dictionary for
Automotive
Engineers
Author: John F. Kershaw
Excerpt: " Without vision you may not
succeed, so the vision for SAE
International's Dictionary of Automotive
Engineering is to become the most
comprehensive automotive engineering
reference for professionals and students
alike. This authoritative reference provides
clearly written, easy-to-understand
definitions for over 1,800 terms used in
automotive engineering worldwide. Unlike
a standard dictionary that provides only
definitions, SAE International's Dictionary
for Automotive Engineers provides a
unique level of detail, including: in-depth
definitions including formulas and
equations where appropriate; over 300 fullcolor
illustrations to provide clarity for a
definition, component, or system
identification; references to relevant SAE
Standards to direct the read to additional
information beyond a practical definition;
UPDATE

https://www.sae.org/publications/books/content/r-523/ https://www.sae.org/publications/technical-papers/content/10-08-02-0016/ https://www.sae.org/publications/technical-papers/content/10-08-02-0016/ https://www.sae.org/publications/technical-papers/content/10-08-02-0016/ https://www.sae.org/publications/books/content/r-523/ https://www.sae.org/publications/books/content/r-523/ https://www.sae.org/publications/books/content/r-523/ https://www.sae.org/publications/books/content/r-523/

SAE Update - February 2025

Table of Contents for the Digital Edition of SAE Update - February 2025