The rapid construction method of the digital twin polymorphic model for discrete manufacturing workshop.
Dongjie ZhangZhifeng LiuFuping LiYongsheng ZhaoCaixia ZhangXin LiYueze ZhangPublished in: Robotics Comput. Integr. Manuf. (2023)
Keyphrases
- cost function
- mathematical model
- statistical model
- objective function
- probabilistic model
- parameter estimation
- evaluation method
- network model
- high accuracy
- high order
- modeling method
- markov model
- test data
- em algorithm
- analytical model
- closed form
- optimization method
- sensitivity analysis
- hybrid model
- energy function
- prior knowledge
- study proposes
- similarity measure
- gaussian distribution
- prior information
- prediction model
- matrix representation
- regression analysis
- hybrid method
- optimization model
- bp neural network
- detection method
- input data
- dynamic programming
- significant improvement
- pairwise
- neural network
- linear regression
- image segmentation
- bayesian networks
- reconstruction method
- continuous variables
- feature space
- evaluation model
- theoretical analysis
- linear model
- clustering method
- classification method
- statistical methods
- bayesian framework