This research proposes a methodology to estimate the reliability of gearbox using life data analysis and predict Lifetime Use Estimation (LUE). Life involves collection historical field replacements perform statistical such as Weibull reliability. Remaining useful is estimated by Cumulative damage model data-driven methods. The first approach based on physics failure models degradation second o...

This paper aims to establish a predictive model for battery lifetime using data analysis. The procedure of establishment is illustrated in detail, including the pre-processing, modeling, and prediction. characteristics lithium-ion batteries are introduced. In this study, analysis performed with MATLAB, open-source provided by NASA. addressed models include decision tree, nonlinear autoregressio...