Penerapan Metode Double Exponential Smoothing dan Regresi Linier pada Peramalan Persediaan Packaging di PT. XYZ

Authors

  • Sherly Indriani Rahayu Universitas Singaperbangsa Karawang
  • Jauhari Arifin Universitas Singaperbangsa Karawang

DOI:

https://doi.org/10.37090/indstrk.v7i3.1095

Abstract

PT. XYZ is one of the company that produces packaging materials, one of which is sacks. This study aims to determine forecasting on sack raw material packaging using the Double Exponential Smoothing method and Linear Regression in these calculations using manual calculation methods using Microsoft excel. The two methods are then identified as having the smallest error value. The data used in this study uses secondary data in the form of sales reports of raw material packaging in the past. Based on the forecasting results obtained using the Double Exponential Smoothing and Linear Regression methods, the smallest error value was obtained in the linear regression method with an error value of 275,711. The forecasting results in the next period were 16,713 by manual calculation. Thus, among the predicted results of the two methods, the linear regression method is the most optical.

Keywords: Double Exponential Smoothing; Forecasting; Regresi Linier

References

Alexandri, M. B., Pragiwani, M., & Inayah. (2021). Analisis Metode Eqonomic Order Quantity (EOQ) dan Analisis Klasifikasi abc Serta Analisis Vital, Esesnsial dan Non Esesnsial (VEN) Terhadap Persediaan obat. Responsive, 3(3), 131-141.

Darmawan, W. A. (2019). Menentukan Jumlah Persediaan Bahan Baku Alumunium Pada Ikm Bunga Matahari Dengan Menggunakan Metode Eqonomic Order Quantity (EOQ). Jurnal Media Teknologi, 6((1 ), 147-170.

Hasan, I. (1999). Pokok-Pokok Materi Statistik 1 (Statistik Deskriptif). Jakarta: Bumi Aksara.

Heizer, J., & Render, B. (2006). Operations Management. Jakarta: Salemba Empat.

Herjanto, E. (2008). Manajemen Operasi (Edisi Ketiga ed.). Jakarta: Grasindo.

Hudaningsih, N., Utami, S. F., & Jabbar, W. A. (2020). Perbandingan Peramalan Penjualan Produk Aknil Pt.Sunthi Sepuri mengguanakan Metode Single Moving Average. jurnal jinteks.

Nasution, A. H., & Prasetyawan. (2008). Perencanaan dan pengendalian Produksi (pertama ed.). Yogyakarta: Graha ilmu.

Purnomo, H. (2003). Pengantar Teknik Industri (1 ed.). Yogyakarta: Graha Ilmu.

Qamal, M. (2015). Peramalan Penjualan Makanan Ringan dengan Metode Single Exponential Smooting. Jurnal Penelitian Teknik Informatika, 26.

Rachman, R. (2018). Penerapan Metode Moving Average dan Exponential Smoothing pada Peramalan Produksi Industri Garment. Jurnal Informatika, 5(1), 211-220., 5(1), 211-220.

Sari, R. K., & Isnaini, F. (2021). Perancangan Sistem Monitoring Persediaan Stok Es Krim Campina pada PT Yunikar Jaya Sakti. Jurnal Informatika dan Rekayasa Perangkat Lunak, 2(1), 151–159.

Subagyo, P. (1986). Forecasting Konsep dan aplikasi (2 ed.). Yogyakarta: BPPE UGM.

Swasono, M. A., & Prastowo, A. T. (2021). Analisis Dan Perancangan Sistem Infomasi Pengendalian Persediaan Barang. Jurnal Informatika dan Rekayasa Perangkat Lunak, 2 (1), 134–143.

Downloads

Published

2023-10-12