Statistical and mathematical modeling of temperature dynamics in automotive brake components: A systematic review

Maximizing the effectiveness of braking mechanisms is critical for enhancing car safety and advancing technology.This study investigates temperature fluctuations in brake liners and brake discs during deceleration using statistical and mathematical approaches.Key factors considered include the physical parameters of engagement materials, initial frictional force, and braking duration.The research highlights the importance of controlling heat transfer in rotor brakes, particularly regarding speed and load changes.Understanding the thermodynamic dynamics within brake elements is essential for improving vehicle safety.This comprehensive examination provides insights into the methodologies for predicting temperature changes in automotive braking components and evaluates the precision of these predictions.The findings offer valuable perspectives on thermal regulation in vehicle brake systems, paving the way for future improvements in brake design and performance.

Authors

Publication Details

Journal
Sigma Journal of Engineering and Natural Sciences – Sigma Mühendislik ve Fen Bilimleri Dergisi
Published
2025-01-01
DOI
https://doi.org/10.14744/sigma.2025.00128
Primary Topic
Brake Systems and Friction Analysis
Type
article
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article

Statistical and mathematical modeling of temperature dynamics in automotive brake components: A systematic review

Vikash K. Agrawal
Sigma Journal of Engineering and Natural Sciences – Sigma Mühendislik ve Fen Bilimleri Dergisi
Brake Systems and Friction Analysis
article

Statistical and mathematical modeling of temperature dynamics in automotive brake components: A systematic review

Vikash K. Agrawal
article en

Abstract

Maximizing the effectiveness of braking mechanisms is critical for enhancing car safety and advancing technology.This study investigates temperature fluctuations in brake liners and brake discs during deceleration using statistical and mathematical approaches.Key factors considered include the physical parameters of engagement materials, initial frictional force, and braking duration.The research highlights the importance of controlling heat transfer in rotor brakes, particularly regarding speed and load changes.Understanding the thermodynamic dynamics within brake elements is essential for improving vehicle safety.This comprehensive examination provides insights into the methodologies for predicting temperature changes in automotive braking components and evaluates the precision of these predictions.The findings offer valuable perspectives on thermal regulation in vehicle brake systems, paving the way for future improvements in brake design and performance.

Sigma Journal of Engineering and Natural Sciences – Sigma Mühendislik ve Fen Bilimleri Dergisi
Affordable and clean energy
Openalex Percentile: Top 79%
Brake Systems and Friction Analysis
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Statistical and mathematical modeling of temperature dynamics in automotive brake components: A systematic review — Vikash K. Agrawal · Sigma Journal of Engineering and Natural Sciences – Sigma Mühendislik ve Fen Bilimleri Dergisi (2025) | TGRS Research Map | TGRS