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@article{172125,
        author = {Shivam S. Dingane and Amar Namdeo Adsul},
        title = {HARMONIC ANALYSIS OF DEEP GROOVE BALL BEARING WITH MULTIPLE SURFACE-DEFECTS USING FINITE ELEMENT METHOD.},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {8},
        pages = {2188-2201},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=172125},
        abstract = {Monitoring vibration is essential for evaluating the health of rotating systems. Undetected faults in these systems can cause breakdowns, extensive damage, injuries, or even fatalities. Therefore, early fault detection is vital to ensure the longevity and smooth operation of rotating machinery. Bearings, which are crucial components in these systems, support rotating shafts and are susceptible to various types of vibrations during use. These vibrations can reduce performance and compromise safety, leading to downtime and expensive repairs if not addressed. Defects or malfunctions in bearings can cause misalignment, equipment damage, and hazardous conditions. As a result, fault diagnosis has become a key focus for researchers. By measuring and analyzing bearing vibrations, critical issues like mass unbalance, misalignment, surface defects, and cracks can be detected and addressed. This article aims to guide researchers in using vibration analysis to identify, diagnose, and resolve common faults. It also discusses important techniques for condition monitoring of deep groove ball bearings, including fast Fourier transform and finite element methods (FEM). The study specifically investigates the modal and harmonic response of deep groove ball bearings with multiple surface defects.},
        keywords = {Deep Grove Ball Bearings; Finite Element Technique; Modal Analysis, Harmonic Analysis.},
        month = {January},
        }