Ubaidillah, Ubaidillah (2025) ANALISIS POLA PENGGUNAAN STOK MATERIAL MENGGUNAKAN METODE ASSOCIATION RULE MINING PADA PT BARUNA ENERGI SOLUSINDO TEKNIK. Undergraduate thesis, UPN Veteran Jawa Timur.
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Abstract
Inaccurate inventory management can lead to overstock and stockout problems, causing cost inefficiencies and disruptions to operational processes. PT Baruna Energi Solusindo Teknik is a company that produces custom water purification machines and faces challenges in managing material stock due to the high variability in project-based demand. This study aims to analyze material stock usage patterns by applying the Association Rule Mining method using the FP-Growth algorithm. The data used in this study consists of stock usage records from April 2024 to March 2025, which have been preprocessed accordingly. A minimum support threshold of 50% and a minimum confidence threshold of 80% were applied to generate strong association rules. The results revealed several frequently used materials with strong associations, including Membran RO, PVC Pipe 1", and SDL PVC 1". These association patterns were used as the basis for stock procurement recommendations to reduce the risk of both overstock and stockout. This research is expected to support data-driven stock planning decisions and improve inventory efficiency within the company.
| Item Type: | Thesis (Undergraduate) | ||||||||
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| Subjects: | T Technology > T Technology (General) > T55.4-60.8 Industrial engineering. Management engineering | ||||||||
| Divisions: | Faculty of Engineering > Departement of Industrial Engineering | ||||||||
| Depositing User: | Ubaidillah | ||||||||
| Date Deposited: | 17 Jun 2025 07:23 | ||||||||
| Last Modified: | 17 Jun 2025 07:23 | ||||||||
| URI: | https://repository.upnjatim.ac.id/id/eprint/38009 |
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