Determining an inventory target for a node of a supply chain
View Patent ↗Determining an inventory target for a node of a supply chain includes calculating a demand stock for satisfying a demand over supply lead time at the node of the supply chain, and calculating a demand variability stock for satisfying a demand variability of the demand over supply lead time at the node. A demand bias of the demand at the node is established. An inventory target for the node is determined based on the demand stock and the demand variability stock in accordance with the demand bias.
1. A computer-implemented method of estimating inventory targets of a supply chain, comprising:
calculating, by a computer, an inventory target for a node of a supply chain;
comparing, by the computer, a predicted demand to an actual demand, the predicted demand exhibiting a demand bias that represents a tendency of the predicted demand to be greater or less than the actual demand;
determining, by the computer, whether the demand bias is a positive bias or a negative bias, the positive bias comprising the actual demand exceeding the predicted demand and the negative bias comprising the predicted demand exceeding the negative demand;
adjusting, by the computer, the inventory target when the demand bias is the positive bias.
2. The method of claim 1 , wherein calculating the inventory target comprises:
calculating, by the computer, a demand stock that satisfies a demand over supply lead time at a node of the supply chain;
calculating, by the computer, a demand variability stock that satisfies a demand variability of the demand over supply lead time at the node;
establishing, by the computer, the demand bias of the demand at the node; and
determining, by the computer, the inventory target of the node based on the demand stock and the demand variability stock in accordance with the demand bias.
3. The method of claim 2 , further comprising adjusting the inventory target by ignoring the demand variable stock such that the inventory target equals the demand stock.
4. The method of claim 1 , further comprising calculating the inventory target by adding a demand stock to a demand variable stock.
5. The method of claim 1 , further comprising calculating the predicted demand by ignoring the actual demand.
6. The method of claim 5 , further comprising:
generating a demand forecast; and
determining the predicted demand from the demand forecast.
7. The method of claim 6 , wherein the actual demand comprises a known demand.
8. A system for estimating inventory targets of a supply chain, comprising:
an optimization engine tangibly embodied on a computer-readable medium configured to calculate an inventory target for a node of a supply chain;
a computer system coupled to the optimization engine and configured to:
compare a predicted demand to an actual demand, the predicted demand exhibiting demand bias that represents a tendency of the predicted demand to be greater or less than the actual demand;
determine whether the demand bias is a positive bias or a negative bias, the positive bias comprising the actual demand exceeding the predicted demand and the negative bias comprising the predicted demand exceeding the negative demand;
adjust the inventory target when the supply chain is associated with a forecast business model and the demand bias is the positive bias.
9. The system of claim 8 , wherein the computer system if further configured to:
calculate a demand stock that satisfies a demand over supply lead time at a node of the supply chain;
calculate a demand variability stock that satisfies a demand variability of the demand over supply lead time at the node;
establish the demand bias of the demand at the node; and
determine the inventory target of the node based on the demand stock and the demand variability stock in accordance with the demand bias.
10. The system of claim 9 , wherein the computer system if further configured to adjust the inventory target by ignoring the demand variable stock such that the inventory target equals the demand stock.
11. The system of claim 8 , wherein the computer system if further configured to calculate the inventory target by adding a demand stock to a demand variable stock.
12. The system of claim 8 , wherein the computer system is further configured to calculate the predicted demand by ignoring the actual demand.
13. The system of claim 12 , wherein the computer system is further configured to generate a demand forecast and determine the predicted demand from the demand forecast.
14. The system of claim 13 , wherein the actual demand comprises a known demand.
15. A non-transitory computer-readable medium embodied with software for estimating inventory targets of a supply chain, the software when executed by a computer is configured to:
calculate an inventory target for a node of a supply chain;
compare a predicted demand to an actual demand, the predicted demand exhibiting demand bias that represents a tendency of the predicted demand to be greater or less than the actual demand;
determine whether the demand bias is a positive bias or a negative bias, the positive bias comprising the actual demand exceeding the predicted demand and the negative bias comprising the predicted demand exceeding the negative demand;
adjust the inventory target when the demand bias is the positive bias.
16. The non-transitory computer-readable medium of claim 15 , wherein calculate the inventory target comprises:
calculate a demand stock that satisfies a demand over supply lead time at a node of the supply chain;
calculate a demand variability stock that satisfies a demand variability of the demand over supply lead time at the node;
establish the demand bias of the demand at the node; and
determine the inventory target of the node based on the demand stock and the demand variability stock in accordance with the demand bias.
17. The non-transitory computer-readable medium of claim 15 , wherein the software is further configured to adjust the inventory target by ignoring the demand variable stock such that the inventory target equals the demand stock.
18. The non-transitory computer-readable medium of claim 15 , wherein the software is further configured to calculate the inventory target by adding a demand stock to a demand variable stock.
19. The non-transitory computer-readable medium of claim 18 , wherein the software is further configured to:
calculate the predicted demand by ignoring the actual demand; generate a demand forecast; and determine the predicted demand from the demand forecast.
20. The non-transitory computer-readable medium of claim 19 , wherein the actual demand comprises a known demand.