A Clustering Classification of Spare Parts for Improving Inventory Policies

Hartono, Yoshua and Astanti, Ririn Diar and Ai, The Jin (2016) A Clustering Classification of Spare Parts for Improving Inventory Policies. In: Joint conference of iMEC 2015 (2nd International Manufacturing Engineering Conference & APCOMS 2015 (3rd Asia-Pacific Conference on Manufacturing Systems), 12 - 14 November 2015, Kuala Lumpur, Malaysia.

Paper 16 IOP Conf Clustering Inventory.pdf

Download (700kB) | Preview
Paper 16 Peer Riview.pdf

Download (573kB) | Preview
Paper 16.pdf

Download (3MB) | Preview


Inventory policies in a company may consist of storage, control, and replenishment policy. Since the result of common ABC inventory classification can only affect the replenishment policy, we are proposing a clustering based classification technique as a basis for developing inventory policy especially for storage and control policy. Hierarchical clustering procedure is used after clustering variables are defined. Since hierarchical clustering procedure requires metric variables only, therefore a step to convert non-metric variables to metric variables is performed. The clusters resulted from the clustering techniques are analyzed in order to define each cluster characteristics. Then, the inventory policies are determined for each group according to its characteristics. A real data, which consists of 612 items from a local manufacturer’s spare part warehouse, are used in the research of this paper to show the applicability of the proposed methodology.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Clustering Technique, Inventory Policy System, Spare Part
Subjects: Teknik Industri > Sistem Manufacturing
Teknik Industri > Produksi
Divisions: Fakultas Teknologi Industri > Teknik Industri
Depositing User: wiwid bartolomeus wijayanto
Date Deposited: 02 Jul 2019 04:12
Last Modified: 28 Aug 2019 01:42
URI: http://e-journal.uajy.ac.id/id/eprint/19209

Actions (login required)

View Item View Item