Industrial:
Research Associate (2020 to Present) Title: A Multiscale Digital Twin-Driven Smart Manufacturing System for High Value-Added Products (SMART) GE Power & Water, Bangalore (23rd June to 22nd Dec. 2014) Title: Prognostics & Health Management (PHM) of Gas Turbine Development of a model for cap effusion plate diagnosis using Random Forest (RF) classifier and PCA along with effusion plate crack length prediction using Weibull –Proportional Hazard Model (W-PHM). Also formulated risk based maintenance (RBM) model using Bayesian approach for hot gas path (HGP) and Combustor section of Gas Turbine. |
Academic:
Ph.D. (2016-2020): Title: An Integrated Diagnosis and Prognosis Framework for Monitoring the Natural Pitting Progression in Gears
Master's (2013-2015): Title: Development of Effective Approaches for Prognostics of Industrial Systems
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