Development of Mathematical Model and Process Optimization of Deep Groove Ball Bearing

The purpose of this research paper is to present the importance of DOE methodology to improve the quality of ball bearing.As per the survey currently faces the main problem in automobile are noise and vibration it happens mainly in 2 wheelers, but noise is the most common complaint in ball bearings. The noise has directly affected the production and manufacturing of ball bearing and it is not good for any ball bearing industry. The noise is majorly depend on various factors like damage faced, bad surface finish and extra overload, improper assembly, unskilled drivers, etc.Therefore, it is very important to reduce the noise for betterment of quality and bearing life.The paper has done an analysis of mathematical model preparation by using different process optimization of ball bearing. The main aim of this paper is to explain the methodology of DOE used in reducing the noise of ball bearing.The Cause and Effect diagram, using data of bearing company easy introduction of 7 Quality Control tools and to improve the quality level of manufacturing processes of ball bearing, this paper is based on real experimental values done on Bearing name-ball bearing (6205).