The use of Back Allocation is crucial in the Oil and Gas industry to facilitate accurate allocation of actual production and injection volumes at every node of a production network. Production engineers frequently use back allocation to estimate actual production volumes from wells based on frequent well test data or theoretical calculations using well and reservoir characteristics.