Tommy Ferdiansyah, Rifki Fahrial Zainal, A. Arizal
{"title":"Honda Motorcycle Stock Forecasting System Using Double Exponential Smoothing Method (case Study of Honda Dealer PT","authors":"Tommy Ferdiansyah, Rifki Fahrial Zainal, A. Arizal","doi":"10.54732/jeecs.v4i1.124","DOIUrl":null,"url":null,"abstract":"\nStock in the warehouse of PT. Delta Sari Agung Sidoarjo is currently unstable, therefore between in and out stock is still out of control. Forecasting is estimating the state of the future through testing the state of the past. In social life, everything is uncertain and difficult to predict accurately, so forecasting is needed. In other words forecasting aims to get forecasting that can minimize forecasting errors (forecast error) which is usually measured by mean square error, mean absolute error, and so on. The Double Exponential Smoothing method is used for forecasting by determining the amount of α (alpha), as well as the smoothing process twice and this study is compared with ANNMatlab. From the results of the comparison of the trial system forecasting and JST-Matlab there is a difference of 16 motorbikes from the remaining stock, which is for the results of forecasting 622 and JST-Matlab 638 results. \n","PeriodicalId":273708,"journal":{"name":"JEECS (Journal of Electrical Engineering and Computer Sciences)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"JEECS (Journal of Electrical Engineering and Computer Sciences)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54732/jeecs.v4i1.124","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Stock in the warehouse of PT. Delta Sari Agung Sidoarjo is currently unstable, therefore between in and out stock is still out of control. Forecasting is estimating the state of the future through testing the state of the past. In social life, everything is uncertain and difficult to predict accurately, so forecasting is needed. In other words forecasting aims to get forecasting that can minimize forecasting errors (forecast error) which is usually measured by mean square error, mean absolute error, and so on. The Double Exponential Smoothing method is used for forecasting by determining the amount of α (alpha), as well as the smoothing process twice and this study is compared with ANNMatlab. From the results of the comparison of the trial system forecasting and JST-Matlab there is a difference of 16 motorbikes from the remaining stock, which is for the results of forecasting 622 and JST-Matlab 638 results.
PT. Delta Sari Agung Sidoarjo仓库的库存目前不稳定,因此进出库之间的库存仍然失控。预测是通过测试过去的状态来估计未来的状态。在社会生活中,一切都是不确定的,很难准确预测,所以需要预测。换句话说,预测的目的是得到预测误差(预测误差)最小的预测,预测误差通常用均方误差、平均绝对误差等来衡量。采用双指数平滑法通过确定α (α)的量进行预测,并进行两次平滑处理,并与ANNMatlab进行比较。从试验系统预测结果与JST-Matlab的比较结果来看,与剩余库存摩托车相差16辆,这是针对622和JST-Matlab 638的预测结果。