Intellectualization Method and Model of Complex Technical System's Failures Risk Estimation and Prediction.
Vladimir VychuzhaninNatalia ShibaevaAlexey VychuzhaninNickolay RudnichenkoPublished in: CMIS (2023)
Keyphrases
- prediction model
- probabilistic model
- parameter estimation
- linear model
- statistical model
- estimation algorithm
- mathematical model
- high level
- high order
- predictive model
- theoretical analysis
- prior knowledge
- linear regression model
- monte carlo simulation
- clustering method
- bp neural network
- prior information
- sensitivity analysis
- optimization method
- evaluation method
- objective function
- cost function
- regression analysis
- detection method
- maximum likelihood estimation
- similarity measure
- kalman filter
- test data
- hybrid model
- tree structure
- parametric models
- energy function
- prediction accuracy
- multiple linear regression
- estimation process
- modeling method
- evaluation model
- exponential smoothing
- computational complexity
- estimation accuracy
- least squares
- map estimation
- bayesian framework
- closed form