Evaluasi dan Penanganan Ketidaksesuaian Stok Barang antara Gudang 1 dengan Sistem ERP Menggunakan Metode DMAIC

Authors

  • Artika Ayu Puspita Sari Universitas Muhammadiyah Surakarta, Indonesia
  • Etika Muslimah Universitas Muhammadiyah Surakarta, Indonesia

DOI:

https://doi.org/10.22441/pasti.2026.v20i2.005

Keywords:

Warehouse Management, Discrepancy Evaluation, DMAIC, PLTU

Abstract

PT PLN Nusantara Power UP Rembang is an electricity producer with two units with a capacity of 315 MW, a frequent problem is the mismatch between physical warehouse stock and the Enterprise Resource Planning (ERP) system. The purpose of this study is to identify the factors causing the mismatch between the stock of goods in the warehouse and the Enterprise Resource Planning (ERP) system and then provide recommendations for improvement. This study uses the Define, Measure, Analyze, Improve, Control (DMAIC) methodology with a focus on fast-moving material shelves (A, C, E, G, I, R & S). Based on the results of the study, shelf I showed the highest level of mismatch, namely 24%. Data processing using a fishbone diagram shows that human factors, methods, and the environment are the most common causes, with the human aspect having the highest influence. Causal factors in the human aspect include incorrect data input, not immediately recording when there is a transaction, being less careful when calculating, and inconsistent placement. Proposed improvements include routine data checking and matching, improving existing procedures, providing open feedback, scheduling inspections, providing feedback report forms and Standard Operating Procedure (SOP) violations. In implementing this procedure, the company is expected to reduce the causes of differences in goods, improve recording accuracy, improve efficiency and quality of stock management in the warehouse management system.

Downloads

Download data is not yet available.

References

Adeodu, A., Maladzhi, R., Kana-Kana Katumba, M. G., & Daniyan, I. (2023). Development of an Improvement Framework for Warehouse Processes Using Lean Six Sigma (DMAIC) Approach. A Case of Third Party Logistics (3PL) Services. Heliyon, 9(4), e14915. https://doi.org/10.1016/j.heliyon.2023.e14915

Ahman, N. M., Andesta, D., & Priyanna, E. D. (2024). Optimalisasi Pengendalian Produksi Karton Box dengan Six Sigma dan FMEA. JUSTI (Jurnal Sistem Dan Teknik Industri), 5(2), 161–168.

Arif, R., & Gunawan, A. (2023). Diagram Pareto dan Diagram Fishbone: Penyebab yang mempengaruhi Keterlambatan Pengadaan Barang di Perusahaan Industri Petrochemicals Cilegon Periode 2020-2022. Jurnal Riset Bisnis Dan Manajemen Tirtayasa (JRBMT), 7(1), 1–10. https://jurnal.untirta.ac.id/index.php/JRBM

Berniliyus, A., Windyatri, H., & Intani, A. E. (2025). Analisis Ketidaksesuaian Stok Barang Jadi Antara Inventory dan Barang Aktual di PT. Sumi Asih Menggunakan Metode DMAIC. Jurnal Teknik Industri Terintegrasi, 8(2), 1983–1989. https://doi.org/10.31004/jutin.v8i2.44338

Daniyan, I., Adeodu, A., Mpofu, K., Maladzhi, R., & Kana-Kana Katumba, M. G. (2022). Application of lean Six Sigma methodology using DMAIC approach for the improvement of bogie assembly process in the railcar industry. Heliyon, 8(3), e09043. https://doi.org/10.1016/j.heliyon.2022.e09043

Ferreira, M., Basulo-Ribeiro, J., Lopes, R., & Teixeira, L. (2025). Smart Gate Model in a Maritime Container Port: Processes, Technologies and Information Model. Procedia Computer Science, 263, 744–751. https://doi.org/10.1016/j.procs.2025.07.089

Islamia, R., & Asy’ari, S. (2023). Usulan Penerapan Six Sigma DMAIC pada Produk Batu Split (Studi Kasus PT.MBP). Matrik : Jurnal Manajemen Dan Teknik Industri Produksi, 24(1), 63–73. https://doi.org/10.30587/matrik.v24i1.5845

Kusuma, F. I., Halim, H. A., & Hidayat, A. N. (2025). Penerapan Metode Lean Six Sigma ( DMAIC ) untuk Meningkatkan Produktivitas Pengelasan Plat Silinder. Jurnal Riset Rumpun Ilmu Teknik, 4(1), 557–576. https://doi.org/https://doi.org/10.55606/jurritek.v4i1.5142

Linuwih, H. W., & Handayati, Y. (2025). Quantitative Analysis of Inventory Record Inaccuracy (IRI): A Case Study on Warehouse Stock Discrepancies. International Journal of Current Science Research and Review, 08(01), 249–253. https://doi.org/10.47191/ijcsrr/v8-i1-26

Marisya, F., Aryanti, R., Desliana, T., & Putri, V. W. (2024). Prosedur Penerapan Stock Opname Persediaan Spareparts Di PT United Tractors Tbk Cab. Palembang. Jurnal Ilmiah Mahasiswa Perbankan Syariah (JIMPA), 4(1), 325–334. https://doi.org/10.36908/jimpa.v4i1.327

Mossa, Y., Smith, P., & Bland, K. (2025). Reconceptualizing Enterprise Resource Planning (ERP) Systems from a Software Architecture Perspective Using a Framework Based on ERP System Characteristics. Procedia Computer Science, 256, 174–189. https://doi.org/10.1016/j.procs.2025.02.110

Nugroho, I., Nugroho, A. A. A., & Prastyo, Y. (2025). Evaluasi Penerapan Metode DMAIC dalam Industri Manufaktur: Kajian Literatur. GLOBAL: Jurnal Lentera BITEP, 2(06), 201–219. https://doi.org/10.59422/global.v2i06.626

Pradata, A. P., & Ernawati, D. (2024). The Influence of ERP-SAP Implementation and Inventory Management on Production Efficiency Through Inventory Control Performance Using Partial Least Square (PLS) Method. Indonesian Journal of Computer Science, 13(3), 4135–4147. https://doi.org/10.33022/ijcs.v13i3.3961

Subekti, A., Feriaty, S. R., & Maulidani, B. C. (2025). Implementasi Metode Six Sigma DMAIC pada Proses Penerimaan Barang di Warehouse Incoming PT XYZ. Journal Of Social Science Research Volume, 5, 2706–2725. https://doi.org/10.31004/innovative.v5i4.19983

Wang, C. N., Nguyen, T. D., Thi Nguyen, T. T., & Do, N. H. (2025). The Performance Analysis Using Six Sigma DMAIC and Integrated MCDM Approach: A Case Study for Microlens Process in Vietnam. Journal of Engineering Research (Kuwait), 13(2), 538–550. https://doi.org/10.1016/j.jer.2024.04.013

Wardah, S., Suharto, S., & Lestari, R. (2022). Analisis Pengendalian Kualitas Proses Produksi Produk Nata De Coco dengan Metode Statistic Quality Control (SQC). JISI: Jurnal Integrasi Sistem Industri, 9(2), 165. https://doi.org/10.24853/jisi.9.2.165-175

Wijaya, H. (2023). Analisa Area Gudang Dengan Metode Kaizen di PT. Indah Prakasa Sentosa Tbk. Cab Cilegon. Journal of Industrial Engineering &Management Research 4(3), 17–25. https://doi.org/https://doi.org/10.7777/jiemar

Zalukhu, A., Swingly, P., & Darma, D. (2023). Perangkat Lunak Aplikasi Pembelajaran Flowchart. Jurnal Teknologi, Informasi dan Industri, 4(1), 61–70. https://ejurnal.istp.ac.id/index.php/jtii/article/view/351

Downloads

Published

2026-08-31

How to Cite

1.
Sari AAP, Muslimah E. Evaluasi dan Penanganan Ketidaksesuaian Stok Barang antara Gudang 1 dengan Sistem ERP Menggunakan Metode DMAIC. Pasti [Internet]. 2026 Aug. 31 [cited 2026 Nov. 5];20(2):187-201. Available from: https://publikasi.mercubuana.ac.id/index.php/pasti/article/view/36733

Similar Articles

1 2 > >> 

You may also start an advanced similarity search for this article.