ANALISIS PENGENDALIAN PRODUKSI DAN PERSEDIAAN PRODUK MIE PADA UKM MIE GAJAH MADA

Authors

  • Esrawati Esrawati Universitas Putera Batam
  • Bahariandi Aji Prasetyo Universitas Putera Batam

DOI:

https://doi.org/10.33884/comasiejournal.v14i01.11079

Keywords:

Demand forecasting, DES, Inventory control,WMA

Abstract

UKM Mie Gajah Mada is a small and medium enterprise located in Kavling Bintang, Batam. The company grapples with major production management challenges, as scheduling relies heavily on managerial intuition rather than data, often resulting in inventory depletion. To address this, the study employs Weighted Moving Average (WMA) and Double Exponential Smoothing (DES) to project product demand. The research aims to establish an optimal inventory control system by selecting the best forecasting technique and applying Economic Order Quantity (EOQ), Safety Stock, and Reorder Point (ROP) models. Findings reveal that the 5-period WMA is the most accurate approach according to MAD, MSE, and MAPE indicators. With demand forecasted to fluctuate between 12,815.3 and 2,598 units from April to July, these calculations offer a systematic guide for raw material procurement, helping the firm mitigate the risks of both excess inventory and stock shortages

References

Ahyaliya, M. L. (2025). Analisis Peramalan Kebutuhan dan Safety Stock Material Plat Dalam Pembuatan Kapal Pada PT . XYZ Menggunakan Metode Time Series. X(1), 12399–12405.

Ardian, R., Putra, A., Rudhistiar, D., & Industri, F. T. (2023). PENERAPAN METODE DOUBLE EXPONENTIAL SMOOTHING UNTUK PERAMALAN PENJUALAN UNIT MOBIL. 7(4).

Efendi, J., Hidayat, K., & Faridz, R. (2019). Analisis Pengendalian Persediaan Bahan Baku Kerupuk Mentah Potato dan Kentang Keriting Menggunakan Metode Economic Order Quantity ( EOQ ). 18(2), 125–134. https://doi.org/10.20961/performa.18.2.35418

Eoq, M., Dan, R. O. P., Stock, S., Di, F., Langgeng, P. T., Adhyaksa, J., Kayu, J., Jalur, T., Miai, S., Utara, K. B., & Banjarmasin, K. (2021). Analisis persediaan bahan baku kedelai menggunakan eoq, rop dan safety stock produksi tahu berdasarkan metode forecasting di pt. langgeng. 04(02).

Erdianita, D., Mumpuni, R., Aditiawan, P. P., & Komputer, F. I. (2022). SISTEM PREDIKSI PENJUALAN MENGGUNAKAN METODE WEIGHTED MOVING AVERAGE DAN ECONOMIC ORDER.

Marita, L. S., & Darwati, I. (n.d.). Prediksi Persediaan Barang Menggunakan Metode Weighted Moving Average , Exponential Smoothing dan Simple Moving Average. 16(1), 56–68.

Muhamad Reza Pratama, A. S. (2022). Sistem prediksi pemesanan dan pengendalian stok barang menggunakan metode eoq dan rop pada apotek setia kawan pati. 5(1), 92–102.

Nusantara, U., & Kediri, P. (2017). JURNAL NUSANTARA APLIKASI MANAJEMEN BISNIS Vol. 2. No. 2. Oktober 2017. 0929.

Rachman, R., & Average, M. (2018). Penerapan Metode Moving Average dan Exponential Smoothing pada Peramalan Produksi Industri Garment. 5(1), 211–220.

Rahmadhani, S. N., Ramadhan, R. Z., Nisa, R., Amriza, S., & Yoka, M. (2022). Analisis Forecasting Penjualan Gula Merah di Jatilawang Menggunakan Metode Weighted Moving Average. 11, 381–386.

Rahmah, N. M., & Yuwono, I. (2022). Analisis Pengendalian Bahan Baku Utama Untuk Meminimalkan Biaya Persediaan Pada Rebana Rebana. 04, 23–34.

Ramayani, S., & Iqbal, M. (2022). FORECASTING OF FERTILIZER INVENTORY IN UD . MENARA TANI WITH WEIGHTED MOVING AVERAGE ( WMA ) AND DOUBLE EXPONENTIAL SMOOTHING ( DES ) METHOD PERAMALAN PERSEDIAAN PUPUK PADA UD . MENARA TANI DENGAN METODE WEIGHTED MOVING AVERAGE ( WMA ) DAN DOUBLE EXPONENTIAL SMOOTHING ( DES ). 3(3).

Soeltanong, M. B., & Sasongko, C. (2021). Perencanaan Produksi dan Pengendalian Persediaan pada Perusahaan Manufaktur. 8(01).

Suhendra, C. A., Asfi, M., Lestari, W. J., & Syafrinal, I. (2021). Sistem Peramalan Persediaan Sparepart Menggunakan Metode Weight Moving Average dan Reorder Point Forecasting System for Spare Parts Inventory Using the Weight Moving Average and Reorder Point Methods. 20(2), 343–354. https://doi.org/10.30812/matrik.v20i2.1052

Tamtama, N. N. (2024). Analisis Peramalan Permintaan Melalui Metode Moving Average , Weighted Moving Average dan Exponential Smoothing ( Studi Kasus Pada Exist Auto Detailing ). 1, 1–12.

Downloads

Published

2026-04-29

How to Cite

Esrawati, E., & Prasetyo , B. A. . (2026). ANALISIS PENGENDALIAN PRODUKSI DAN PERSEDIAAN PRODUK MIE PADA UKM MIE GAJAH MADA. Computer and Science Industrial Engineering (COMASIE), 14(01), 42–51. https://doi.org/10.33884/comasiejournal.v14i01.11079