汽车零件库存信息系统使用单一的移动平均方法

Yusmawan Dwi Suseno, E. Purwanto, Nurmalitasari Nurmalitasari
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Berdasarkan perhitungan pengukuran nilai akurasi menggunakkan metode MAPE (Mean Absolute Percentage Error) Hasil Nilai MAPE yaitu 2,45 maka sistem prediksi pada studi kasus menunjukkan hasil dengan kategori Sangat Baik karena nilai 2,45 termasuk kedalam klasifikasi Sangat Baik. Berdasarkan hasil pengujian pengguna menggunakan kuesioner yang terdiri atas pengujian dari sisi admin (15 responden) dengan nilai 96% dan pengujian pengguna dari sisi pemilik dengan nilai 100% maka dari itu sistem yang dibangun dapat dikatakan baik, mudah di pahami, dan sangat membantu kinerja proses prediksi stok barang di ARTHA MOTOR Karanganyar.Kata Kunci : Sistem, Informasi, Prediksi, Single, Moving, Average Trading business is one of the activities of selling and buying goods or services to make a profit. 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引用次数: 1

摘要

商业冒险是商品或服务的销售和购买活动之一,目的是盈利。汽车零件的销售是一种销售汽车零件的业务,如刹车垫、火花塞、轮胎、休克、机油和其他汽车零件。销售预测需要在库存过程中进行,以防止库存耗尽。本研究采用mpx2型号商品销售数据,为期2021年7月至12月期间。这项研究的预测过程将使用SMA单一的移动平均方法。2021年7月至2022年1月预测计算,使用单次移动平均公式结果为117.8333。计算结果是绝对越轨率是2。77773。根据计算准确率,使用MAPE值值值的计算结果为2.45,然后案例研究中的预测系统显示结果非常好,因为值2,45属于高度分类。根据测试结果用户使用管理方面的测试问卷组成的受访者(15)与主人一边的96%和测试用户价值的100%,那么价值可以说是建造的系统性能很好,简单的理解,帮助预测库存商品在自行车ARTHA Karanganyar过程。关键字:系统、信息、预测、单项、移动、平均交易业务是销售和赚取利润的活动之一。摩托车备用配件的销售是一个新型的商业交易,交易中的商业模式启用摩托车备用配件不由自主的举止在收购的销售和推销活动为备用配件to maintain电单车)这样的美国轮胎,制动器linings火花塞shocks,引擎油和许多更多美国如此study sites)。这次研究的案例,ARTHA摩托车karture yar ARTHA摩托车是一项交易交易,是个人拥有的摩托车运动。ARTHA电机是一项正在进行的交易,可以从库存可用的库存中看到。改编自the results of interviews with the business所有者,是stated that那里是许多生命。为备用配件,所以ARTHA摩托车想满足客户需求被completing the types of备用配件和increasing goods月亮之证券之商店,所以那他们不长出来证券。Utilization of资讯网(technology透过资讯网系统能帮助《高中(prediction备件的过程:applying单身移动平均模型)calculation,从《calculation,备件销售数据获得来自ACF (Autocorrelation功能)及部分PACF (Autocorrelation功能)不滞后,以至于裁员或外面红区间线。在此之前,数据可能是关于稳定数据以及来自ACF和PACF的计算结果的。基准词:系统,信息,预测,单身,移动,平均
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sistem Informasi Prediksi Stok Sparepart Motor Menggunakkan Metode Single Moving Average
Usaha dagang adalah salah satu kegiatan penjualan dan pembelian barang atau jasa dengan tujuan untuk meraih keuntungan. Penjualan sparepart motor adalah jenis usaha yang menjual produk sparepart motor seperti kampas rem, busi, ban, shock, oli mesin dan sparepart kendaraan bermotor lainnya. Prediksi penjualan dibutukan dalam proses persediaan barang agar tidak terjadi kehabisan stok. Penelitian ini menggunakan data penjualan barang sparepart jenis Mpx 2 periode 2021 jangka waktu periode Juli – Desember. Proses prediksi dalam penelitian ini mengunakan metode perhitungan SMA (Single Moving Average). Perhitungan prediksi bulan Juli 2021 sampai Januari 2022 dihitung menggunakkan Rumus Single Moving Average didapatkan hasil 117,8333. Hasil perhitungan Mean Absolute Deviation (MAD) adalah 2.777773. Berdasarkan perhitungan pengukuran nilai akurasi menggunakkan metode MAPE (Mean Absolute Percentage Error) Hasil Nilai MAPE yaitu 2,45 maka sistem prediksi pada studi kasus menunjukkan hasil dengan kategori Sangat Baik karena nilai 2,45 termasuk kedalam klasifikasi Sangat Baik. Berdasarkan hasil pengujian pengguna menggunakan kuesioner yang terdiri atas pengujian dari sisi admin (15 responden) dengan nilai 96% dan pengujian pengguna dari sisi pemilik dengan nilai 100% maka dari itu sistem yang dibangun dapat dikatakan baik, mudah di pahami, dan sangat membantu kinerja proses prediksi stok barang di ARTHA MOTOR Karanganyar.Kata Kunci : Sistem, Informasi, Prediksi, Single, Moving, Average Trading business is one of the activities of selling and buying goods or services to make a profit. Sales of motorcycle spare parts is one type of trading business, a trading business engaged in the sale of motorcycle spare parts itself conducts buying and selling activities for spare parts to maintain motorcycles such as tires, brake linings, spark plugs, shocks, engine oil, and many more such as study sites. the case in this study, namely in ARTHA MOTOR Karanganyar ARTHA MOTOR is a trading business engaged in the sale of motorcycle spare parts owned by individuals. ARTHA MOTOR is a trading business that is progressing at this time, it can be seen from the amount of inventory available. Based on the results of interviews with the business owners, it was stated that there were many requests for spare parts, so ARTHA MOTOR tried to meet customer needs by completing the types of spare parts and increasing the stock of goods available at the store so that they were no longer out of stock. Utilization of information technology through the Information System can help the spare part prediction process by applying the SMA (Single Moving Average) calculation model, from the spare part sales data obtained from the calculation, ACF (Autocorrelation Function) & PACF (Partial Autocorrelation Function) no lag that cuts or outside the red interval line. Therefore, the data can be said to be stationary data and the calculation results from ACF & PACF obtained MAPE with length 6 of 2.4509.Keywords: System, Information, Prediction, Single, Moving, Average
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