Virtual cold chain method to model the postharvest temperature history and quality evolution of fresh fruit - A case study for citrus fruit packed in a single carton.
Wentao WuPaul CronjéBart M. NicolaïPieter VerbovenUmezuruike Linus OparaThijs DefraeyePublished in: Comput. Electron. Agric. (2018)
Keyphrases
- mathematical model
- theoretical analysis
- probabilistic model
- statistical model
- parameter estimation
- input data
- high accuracy
- cost function
- prior knowledge
- linear regression
- objective function
- study proposes
- modeling method
- hybrid model
- closed form
- high order
- sensitivity analysis
- prediction model
- tree structure
- em algorithm
- hybrid method
- gaussian distribution
- evaluation method
- monte carlo simulation
- analytical model
- optimization method
- similarity measure
- energy function
- virtual environment
- autoregressive
- genetic algorithm
- reconstruction method
- optimization model
- high quality
- markov model
- preprocessing
- regression analysis
- parameter space
- expectation maximization
- network model
- segmentation method
- bp neural network
- statistical methods