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What is Mechanical Performance Degradation Modelling and P about?
This research presents a novel method for modeling and predicting the mechanical performance degradation of high-voltage circuit breakers, addressing the challenges posed by censored data due to missing life-cycle information. The proposed approach utilizes multiple imputation by chained equations (MICE) for data interpolation, Nadaraya-Watson kernel regression for data smoothing, and functional principal component analysis (FPCA) for extracting degradation trends, combined with Bayesian inference for dynam
- Author
- Axel Joey
- Language
- EN