Selected Publications

A comprehensive review and evaluation framework for data-driven prognostics: Uncertainty, Robustness, Interpretability, and Feasibility 

Uncertainty in Aircraft Turbofan Engine Prognostics on the C-MAPSS Dataset

Similarity Learning Hidden Semi-Markov Model for Adaptive Prognostics of Composite Structures

Adaptive Prognostics: A reliable RUL approach

Remaining useful life prognosis of aircraft brakes

An adaptive probabilistic data-driven methodology for prognosis of the fatigue life of composite structures

Intelligent data-driven prognostic methodologies for the real-time remaining useful life until the end-of-discharge estimation of the Lithium-Polymer batteries of unmanned aeriel vehicles

Valve failure prognostics in reciprocating compressors utilizing temperature measurements, PCA-based data fusion, and probabilistic algorithms

Structural health monitoring data fusion for in-situ life prognosis of composite structures

A data-driven probabilistic framework towards the in-situ prognostics of fatigue life of composites based on acoustic emission data

Fatigue damage diagnostics and prognostics of composites utilizing structural health monitoring data and stochastic processes