Parametric Optimization of Friction Torque and Bearing Temperature in Tapered Roller Bearings Using Response Surface Methodology

Friction torque at high axial load increase rapidly which also raise the bearing temperature in tapered roller bearings (TRBs) that leads to major power loss and heat generation within bearing and ultimately lower bearing performance. In TRBs, at high axial load, inner raceway rib convexity plays an important role by providing resistance to friction and support the bearing. In present study, parametric optimization of friction torque and bearing temperature of TRBs are carried out using Response Surface Methodology (RSM). The RSM Box-Behnken design was used to design experiments and regression model is developed to establish the relation between input parameters inner race rib convexity, axial load and bearing shaft speed accurately. The minimum friction torque and bearing temperature are achieved at 7.96 Nm and 54.57 °C respectively at rib convexity 3.21 µ, axial load 2000 kgf and 400 bearing shaft rpm.

Authors

Institutions

Publication Details

Journal
ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA)
Published
2025-01-01
DOI
https://doi.org/10.5935/jetia.v11i54.1775
Primary Topic
Gear and Bearing Dynamics Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Parametric Optimization of Friction Torque and Bearing Temperature in Tapered Roller Bearings Using Response Surface Methodology

Hardik G. Chothani, Jaydeep K. Dadhaniya, Amisha B. Khant
ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA)
Gear and Bearing Dynamics Analysis
article

Parametric Optimization of Friction Torque and Bearing Temperature in Tapered Roller Bearings Using Response Surface Methodology

Hardik G. Chothani, Jaydeep K. Dadhaniya, Amisha B. Khant
article en

Abstract

Friction torque at high axial load increase rapidly which also raise the bearing temperature in tapered roller bearings (TRBs) that leads to major power loss and heat generation within bearing and ultimately lower bearing performance. In TRBs, at high axial load, inner raceway rib convexity plays an important role by providing resistance to friction and support the bearing. In present study, parametric optimization of friction torque and bearing temperature of TRBs are carried out using Response Surface Methodology (RSM). The RSM Box-Behnken design was used to design experiments and regression model is developed to establish the relation between input parameters inner race rib convexity, axial load and bearing shaft speed accurately. The minimum friction torque and bearing temperature are achieved at 7.96 Nm and 54.57 °C respectively at rib convexity 3.21 µ, axial load 2000 kgf and 400 bearing shaft rpm.

ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA)Vol. 11(54)
Government Medical College (IN), RK University (IN), Gujarat Technological University (IN), Government Medical College Bhavnagar (IN)
Affordable and clean energy
Openalex Percentile: Top 82%
Gear and Bearing Dynamics 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.