A system for monitoring goods within a distribution chain is provided. The system includes a storage device to store parameters associated with the goods of a distribution chain, at least one of the parameters being received from a transport refrigeration system. The storage device storing historical parameters for other goods. Also included is a parameter management system coupled to the storage device. The parameter management system including: a predictive module to determine predicted parameters; and a meshing module to determine output parameters by combining the predicted parameters and the parameters.
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