Fault analysis on deep groove ball bearing using ResNet50 and AlexNet50 algorithms
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-97410-8
Abstract: Deep Groove Ball Bearings (DGBBs) serve multipurpose and are used for the propeller shaft movement and applications based on revolving. They have great applications in industry related to axial and radial loads. The major risk… read more here.
Keywords: ball; groove ball; deep groove; analysis ... See more keywords
Optimal design of deep-groove ball bearings based on multitude of objectives using evolutionary algorithms
Sign Up to like & getrecommendations! Published in 2018 at "Multidiscipline Modeling in Materials and Structures"
DOI: 10.1108/mmms-06-2017-0058
Abstract: In optimum designs of deep-groove ball bearings (DDGBs), an extended service life is one of the vital criteria. The life of a bearing depends on several factors. The purpose of this paper is to sequentially… read more here.
Keywords: ball bearings; deep groove; groove ball; optimal design ... See more keywords
Noise calculation method of deep groove ball bearing caused by vibration of rolling elements considering raceway waviness
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science"
DOI: 10.1177/09544062211045881
Abstract: Raceway waviness error is the main reason to cause rolling elements to vibrate along axial direction and emit noise. In this paper, the mechanical analysis on deep groove ball bearing is carried out. With auto-correlation… read more here.
Keywords: noise; vibration; deep groove; rolling elements ... See more keywords
Dynamic analysis for deep groove ball bearing under grease elastohydrodynamic lubrication
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology"
DOI: 10.1177/13506501251341607
Abstract: The dynamic characteristic of deep groove ball bearings for driving motors is one of the cores that affect the service performance of new energy vehicles. In order to offer guidance for the design and use… read more here.
Keywords: groove ball; deep groove; grease; bearing ... See more keywords
Mathematical modelling analysis of deep groove ball bearing with misalignment
Sign Up to like & getrecommendations! Published in 2024 at "Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics"
DOI: 10.1177/14644193241228127
Abstract: Deep groove ball bearing is prone to misalignment due to installation and long-term use, which requires research on the frequency characteristics and evolution mechanism excited by misalignment. This article first outlines a mathematical model of… read more here.
Keywords: ball bearing; groove ball; deep groove; mechanism ... See more keywords
Experimental Identification of the Void Fraction in a Large Hydrodynamic Offset Halves Bearing
Sign Up to like & getrecommendations! Published in 2024 at "Lubricants"
DOI: 10.3390/lubricants13010007
Abstract: A common approach to optimising hydrodynamic journal bearings for power loss is to reduce the lubricant supply and direct the oil to specific bearing areas where it is needed to guarantee safe operation. This requires… read more here.
Keywords: lubrication gap; fraction; void fraction; deep groove ... See more keywords