Research of Parts Inventory Classification and Management Strategy in Manufacturing Enterprises

Abstract

The correct inventory strategy is important to control reasonable inventory within manufacturing enterprises. And a new material inventory strategy is proposed based on the classification scheme according to the prosperities. First the material inventory styles are classified. Then a decision tree model is defined based on inventory classification result. The value of the node is decided by Fuzzy Neural Network if multi-attribute decision is needed and material inventory strategy can be decided with the classification tree and inventory strategy table. In the end, the implementation of the model in a manufacturing enterprise resource plan system is presented.

Application of Data Mining in the Field of Human Resource Management: A Review

“…Classification method [21] used the decision tree or neural network to determine the inventory strategy of the manufacturing enterprise after classifying according to the inventory style. [22] used the Analytic Hierarchy Process (AHP) and the Supply Chain Operations Reference (SCOR) to develop an inventory strategy for fresh vegetables.…”