A Simulation Based Methodology for Optimizing Correlation of Brake Disc Temperature

<div class="section abstract"><div class="htmlview paragraph">Brake disc temperature is a critical factor influencing the performance and wear characteristics of braking systems in automobiles. Hence it is very important to optimize the correlation of brake disc temperature prediction with test. In this study critical parameters of Brake Disc temperature evaluation are identified, and algorithm is used to optimize the critical parameters to achieve the correlation of prediction with experiment data. Through a series of controlled experiments and simulations, disc temperatures are monitored under different braking conditions and simultaneously input parameters for prediction are optimized to achieve the correlation. Statistical methods were applied to evaluate the observed correlations and to model the predictive behavior of brake disc temperatures.</div><div class="htmlview paragraph">Finally, A front-loading tool is developed to optimize the brake disc keeping target thermal capacity via algorithm. The findings of this study are expected to contribute to the enhancement of brake system design by providing insights into thermal dynamics during braking. This can lead to the development of more efficient cooling strategies and materials that are better suited to dissipate heat, thereby improving safety and performance.</div></div>

Authors

Institutions

Publication Details

Journal
SAE technical papers on CD-ROM/SAE technical paper series
Published
2024-12-04
DOI
https://doi.org/10.4271/2024-28-0183
Primary Topic
Brake Systems and Friction Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Simulation Based Methodology for Optimizing Correlation of Brake Disc Temperature

Rakesh Kochhar, Akira Negi
SAE technical papers on CD-ROM/SAE technical paper series
Brake Systems and Friction Analysis
article

A Simulation Based Methodology for Optimizing Correlation of Brake Disc Temperature

Rakesh Kochhar, Akira Negi
article en

Abstract

<div class="section abstract"><div class="htmlview paragraph">Brake disc temperature is a critical factor influencing the performance and wear characteristics of braking systems in automobiles. Hence it is very important to optimize the correlation of brake disc temperature prediction with test. In this study critical parameters of Brake Disc temperature evaluation are identified, and algorithm is used to optimize the critical parameters to achieve the correlation of prediction with experiment data. Through a series of controlled experiments and simulations, disc temperatures are monitored under different braking conditions and simultaneously input parameters for prediction are optimized to achieve the correlation. Statistical methods were applied to evaluate the observed correlations and to model the predictive behavior of brake disc temperatures.</div><div class="htmlview paragraph">Finally, A front-loading tool is developed to optimize the brake disc keeping target thermal capacity via algorithm. The findings of this study are expected to contribute to the enhancement of brake system design by providing insights into thermal dynamics during braking. This can lead to the development of more efficient cooling strategies and materials that are better suited to dissipate heat, thereby improving safety and performance.</div></div>

SAE technical papers on CD-ROM/SAE technical paper seriesVol. 1
Suzuki (Japan) (JP)
Openalex Percentile: Top 77%
Brake Systems and Friction Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Simulation Based Methodology for Optimizing Correlation of Brake Disc Temperature — Rakesh Kochhar, Akira Negi · SAE technical papers on CD-ROM/SAE technical paper series (2024) | TGRS Research Map | TGRS