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Analisa Perbandingan Penerapan Metode SARIMA dan Prophet dalam Memprediksi Persediaan Barang PT XYZ

Wawan Gunawan, S.Kom., M.T.
Analisa Perbandingan Penerapan Metode SARIMA dan Prophet dalam Memprediksi Persediaan Barang PT XYZ
09 October 2023 08:10:38 0 Comments Artikel Ilmiah 185 Administrator

Analisa Perbandingan Penerapan Metode SARIMA dan Prophet dalam Memprediksi Persediaan Barang PT XYZ

Alhamdulillah terbit kembali tulisan bersama dengan mahasiswa

Determining the right level of inventory is very important because it relates to the flow of money and can affect the performance of an organization. Too much inventory of goods can cause accumulation of storage space (warehouse) and reduce capital. The research will use data on sales of tires and wheels to be predicted using the SARIMA and Prophet methods, then the results will be compared for accuracy using RMSE. Based on the research results, it can be concluded that SARIMA (0, 0, 0)x(0, 1, 1, 12) with an RMSE evaluation result of 3.61 is superior to Prophet in predicting Dunlop product sales with an RMSE evaluation result of 4.02. SARIMA has the advantage in predicting because in the process there are features to find the best parameters to be implemented in the model.

 

https://journal.lppmunindra.ac.id/index.php/Faktor_Exacta/article/view/13803

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Wawan Gunawan, S.Kom., M.T. Programmer

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Muhammad Sodiq Romadhoni