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N. Gautam

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Open access Aug 2026

Time-Domain Vibration-Based Fault Diagnosis of Round Insert Face Milling Tools Using SVM and XGBoost: A Machine Learning Approach

Tool Condition Monitoring (TCM) plays a significant role in maintaining machining quality, reducing equipment idle time, and improving TCM often affords near-real-time detection of wear-out phenomena. A new method for vibration-based fault diagnosis of round insert face milling tools based on analysis in the time-domai...

P. Patil, N. Gautam, Bhuvaneshwar D. Patil · 0 citations
Open access Aug 2026

Advanced dynamic characterization and orthotropic FEM of hybrid carbon-fiber metal-matrix composite spur gears with damping sensitive resonance analysis

Spur gears are particularly vulnerable to vibration-induced resonance, noise production, dynamic stress concentration, and early fatigue failure while running at high speeds and under cyclic loading circumstances. The dynamic performance of conventional steel gears in sophisticated transmission systems is limited by...

Rishikesh Tike, N. Gautam, Vinaykumar S. Jatti et al. · 0 citations

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