Peramalan Exponential Smoothing Holt-winters Pada Data Jumlah Produksi Kelapa Sawit di Perkebunan Besar Swasta Provinsi Riau

Palm oil is one of the largest plantation commodities in Indonesia, especially in the Riau province. The expansion of administrative coverage in palm oil companies is one of the factors affecting palm oil production. The data used in this study consists of palm oil production figures from large private estates in Riau province from January 2006 to December 2022. The methods used are the multiplicative and additive Holt-Winters Exponential Smoothing. This study aims to forecast using the multiplicative and additive Holt-Winters Exponential Smoothing models. Based on the results, the multiplicative Holt-Winters Exponential Smoothing model has a MAPE value of 13.99%, while the additive Holt-Winters Exponential Smoothing model has a MAPE value of 22.33%.

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Publication Details

Journal
Jurnal Zona
Published
2024-10-31
DOI
https://doi.org/10.52364/zona.v8i2.117
Primary Topic
Global Trade and Competitiveness
Type
article
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article

Peramalan Exponential Smoothing Holt-winters Pada Data Jumlah Produksi Kelapa Sawit di Perkebunan Besar Swasta Provinsi Riau

Farhan Hardinata, Noor Ell Goldameir
Jurnal Zona
Global Trade and Competitiveness
article

Peramalan Exponential Smoothing Holt-winters Pada Data Jumlah Produksi Kelapa Sawit di Perkebunan Besar Swasta Provinsi Riau

Farhan Hardinata, Noor Ell Goldameir
article en

Abstract

Palm oil is one of the largest plantation commodities in Indonesia, especially in the Riau province. The expansion of administrative coverage in palm oil companies is one of the factors affecting palm oil production. The data used in this study consists of palm oil production figures from large private estates in Riau province from January 2006 to December 2022. The methods used are the multiplicative and additive Holt-Winters Exponential Smoothing. This study aims to forecast using the multiplicative and additive Holt-Winters Exponential Smoothing models. Based on the results, the multiplicative Holt-Winters Exponential Smoothing model has a MAPE value of 13.99%, while the additive Holt-Winters Exponential Smoothing model has a MAPE value of 22.33%.

Jurnal ZonaVol. 8(2)
Riau University (ID)
Openalex Percentile: Top 52%
Global Trade and Competitiveness
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Peramalan Exponential Smoothing Holt-winters Pada Data Jumlah Produksi Kelapa Sawit di Perkebunan Besar Swasta Provinsi Riau — Farhan Hardinata, Noor Ell Goldameir · Jurnal Zona (2024) | TGRS Research Map | TGRS