Novel Outlier-Robust Accelerated Degradation Testing Model and Lifetime Analysis Method Considering Time-Stress-Dependent Factors.
Yang LiMinrui FeiLi JiaNingyun LuOkyay KaynakEnrico ZioPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- statistical model
- cost function
- probabilistic model
- test data
- evaluation method
- mathematical model
- theoretical analysis
- hybrid model
- objective function
- significant improvement
- bp neural network
- em algorithm
- sensitivity analysis
- classification method
- study proposes
- modeling method
- similarity measure
- empirical data
- optimization method
- energy function
- prior knowledge
- evaluation model
- computationally efficient
- prior information
- bayesian framework
- prediction model
- classification algorithm
- regression analysis
- network model
- highly accurate
- linear regression
- parameter estimation
- markov chain
- gaussian distribution
- input data
- parameter space
- segmentation method
- markov model
- pairwise
- bayesian networks
- tree structure
- image segmentation
- outlier mining