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This paper presents a parameter residual-based method for predicting the remaining useful life (RUL) of multilayer ceramic capacitors (MLCCs) under temperature-humidity-bias conditions. Three performance parameters in each MLCC were monitored: capacitance, dissipation factor, and insulation resistance. A kernel regression method was used to estimate the parameters' values of interest. The residuals...
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