Jurnal Armada Informatika
Vol 10 No 1 (2026): Juni

Broiler Chicken Sales Forecasting Using Holt’s Double Exponential Smoothing at UD Annisa Sidabutar

Alwam Sidabutar (Universitas Budi Darma)
Ali Hadomuan Hasibuan (Universitas Budi Darma)
Hery Sunandar (Universitas Budi Darma)



Article Info

Publish Date
30 Jun 2026

Abstract

Month-to-month fluctuations in broiler chicken sales make it difficult for UD Annisa Sidabutar to determine proportional inventory levels. Decisions based solely on experience may cause excess stock during low-demand periods or shortages when demand increases. This study applies Holt’s Double Exponential Smoothing method to forecast broiler chicken sales using 12 monthly observations from July 2025 to June 2026. The method was selected because the series fluctuates and exhibits a changing tendency, while the available observations are insufficient to estimate a robust annual seasonal pattern. Smoothing parameters were calibrated by testing 81 combinations of alpha and beta ranging from 0.1 to 0.9 at 0.1 intervals. The best combination was alpha 0.9 and beta 0.1, producing a Mean Absolute Percentage Error of 28.60%, a Mean Absolute Error of 197.70 units, and a Root Mean Squared Error of 287.19 units. Using the selected model, sales are projected at 732 units in July 2026 and increase gradually to 1,066 units in June 2027. The forecasts can serve as an initial reference for inventory planning; however, they should be interpreted cautiously because the historical series covers only one year and contains several sharp fluctuations.

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Journal Info

Abbrev

jai

Publisher

Subject

Computer Science & IT Control & Systems Engineering

Description

Jurnal Armada Informatika, an Indonesian national journal, publishes high quality research papers in the broad field of Informatics and Computer Science, which encompasses software engineering, information system development, computer systems, computer network, algorithms and computation, and social ...