Rapid construction method of equipment model for discrete manufacturing digital twin workshop system.
Yueze ZhangCaixia ZhangJun YanCongbin YangZhifeng LiuPublished in: Robotics Comput. Integr. Manuf. (2022)
Keyphrases
- statistical model
- mathematical model
- probabilistic model
- theoretical analysis
- prediction model
- closed form
- similarity measure
- optimization model
- analytical model
- em algorithm
- hybrid model
- sensitivity analysis
- cost function
- modeling method
- high order
- markov model
- study proposes
- test data
- network model
- reconstruction method
- parameter estimation
- linear model
- evaluation method
- evaluation model
- linear regression
- parameter space
- significant improvement
- prior information
- genetic algorithm
- multiscale
- preprocessing
- prior knowledge
- high accuracy
- matrix representation
- hybrid method
- regression analysis
- difference equations
- autoregressive
- monte carlo simulation
- recognition algorithm
- optimization method
- energy function
- computational model
- detection method
- clustering method
- model selection
- input data