Vinay Vakharia
Assistant Professor
Mechanical Engineering
Pandit Deendayal Petroleum University
India
Biography
Dr.Vinay Vakharia completed his Ph.D. from IIITDM Jabalpur in year 2015 in the area of Fault diagnosis.His Thesis title was Diagnosis of Bearing Faults Using Vibration Signatures and Machine Learning Techniques.He has applied Signal Processing techniques such as wavelets and artificial intelligence techniques to diagnose various bearing faults.He did his M.Tech in CAD/CAM from VIT Vellore and B.E. in Mechanical Engineering from RGPV Bhopal.
Research Interest
Fault Diagnosis,Rotary Machinery Components,Signal Processing Techniques,Pattern Recognition.
Publications
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Vakharia V (2015) A Multiscale Permutation Entropy Based Approach to Select Wavelet for Fault Diagnosis of Ball Bearings. J Vibration Control: 3123-3131
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Vakharia V (2016) Bearing Fault Diagnosis Using Feature Ranking Methods and Fault Identification Algorithms. Procedia Engineering: 343-350
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Vakharia V (2017) Efficient fault diagnosis of ball bearing using ReliefF and Random Forest classifier. J Braz Soc Mech Sci Eng: 1-14
