JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI
Vol 11 No 3 (2024): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)

PERAMALAN STOK SPAREPART MOBIL MENGGUNAKAN SINGLE EXPONENTIAL SMOOTHING

Widianto, Fransiskus Geofanny (Unknown)



Article Info

Publish Date
13 Sep 2024

Abstract

Delindo Reswara is a spare part shop that recently made a change from having a manual system to a digital system, in order to progress smoothly into the digital realm, CV. Delindo Reswara needed a forecasting solution towards their spare parts stocks, so it could help them do a pre-order on their stock’s spare parts. Therefore, the methods that’s been carried out is to forecast and test its forecasting ability. The Single Exponential Smoothing as their forecasting method is done using a comparison towards its error percentage between two smoothing components value, that is α = 0.2 and α = 0.6, Testing using MAD, MSE, MAPE, and moving range chart as a decider for validity of the forecast method. It resulted in α = 0.6 having a lower error percentage with error value of MAD = 11.16, MSE = 171.07, MAPE = 0.26 and its forecasted data is in between of its upper and lower control limits all across the chart, so its safe to say that the forecasting method is valid to use.

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Journal Info

Abbrev

jatisi

Publisher

Subject

Computer Science & IT

Description

JATISI bekerja sama dengan IndoCEISS dalam pengelolaannya. IndoCEISS merupakan wadah bagi para ilmuwan, praktisi, pendidik, dan penggemar dalam bidang komputer, elektronika, dan instrumentasi yang menaruh minat untuk memajukan bidang tersebut di Indonesia. JATISI diterbitkan 2 kali dalam setahun ...