ANALISIS PERANCANGAN KEBUTUHAN KOPI BEST SELLER UNTUK MEMENUHI PERMINTAAN DI CAFE KOPI TITIK DENGAN MENGGUNAKAN METODE PERAMALAN

Santika Sari, Dhiyya Jannati
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Abstract

The Covid 19 pandemic has an impact on industry in Indonesia. One of the industries affected by Covid 19 is the coffee shop industry. The existence of the Covid 19 pandemic caused uncertainty in the sale of coffee products which caused the coffee shop to have difficulty determining raw materials for the next period. To overcome this problem, forecasting is needed to determine the raw material needs in the form of coffee beans. This study aims to predict the number of best-selling products in "Kopi Titik" coffee. Namely coffee milk, Americano and Capuccino so that the company can get an idea of the number of product sales in the coming period. In addition, companies can also place orders with suppliers so that the raw material needs to fulfill best seller products can be met. The method used in this research is quantitative forecasting, that is forecasting that uses past data to determine future needs. The results obtained from this study are the best seller coffee sales pattern at the Point Coffee Cafe, namely a trend pattern which then uses the double exponential smoothing method with one parameter (Des Brown) and two parameter (Des Holt) approaches; MAPE from the forecast results is 0.268285274% for milk coffee, 0.36874754% for americano and 0.389056107% for cappuccino. The forecast results for the next 5 months are 3498 cups with details of 1920 cups of milk coffee, 754 glasses of americano and 824 cups of cappuccino.
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最畅销的咖啡咖啡需求分析使用面相方法满足点咖啡馆的需求
Covid - 19大流行对印度尼西亚的工业产生了影响。受新冠疫情影响的行业之一是咖啡店行业。新型冠状病毒感染症(Covid - 19)的流行给咖啡产品的销售带来了不确定性,导致咖啡店很难确定下一阶段的原材料。为了克服这个问题,需要预测以确定咖啡豆形式的原材料需求。本研究旨在预测“Kopi Titik”咖啡中最畅销产品的数量。即咖啡牛奶,美式咖啡和卡布奇诺,这样公司就可以了解未来一段时间产品销售的数量。此外,公司还可以向供应商下订单,以便满足最畅销产品所需的原材料。本研究使用的方法是定量预测,即利用过去的数据来确定未来需求的预测。本研究得到的结果是Point coffee Cafe的最畅销咖啡销售模式,即使用单参数(Des Brown)和双参数(Des Holt)方法的双指数平滑法的趋势模式;从预测结果来看,牛奶咖啡的MAPE为0.268285274%,美式咖啡为0.36874754%,卡布奇诺为0.389056107%。未来5个月的预测结果是3498杯,其中牛奶咖啡为1920杯,美式咖啡为754杯,卡布奇诺为824杯。
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Rancang Bangun Alat Cetak Briket Berbahan Dasar Kotoran Sapi ANALISIS PERANCANGAN KEBUTUHAN KOPI BEST SELLER UNTUK MEMENUHI PERMINTAAN DI CAFE KOPI TITIK DENGAN MENGGUNAKAN METODE PERAMALAN Pembuatan Batubata dengan Bahan Baku Lumpur Sidoarjo VISUALISASI DATA SENSOR PADA SISTEM PEMANTAUAN SUHU DAN KELEMBABAN RUANGAN BERBASIS ANTARMUKA WEB EFEK VARIASI JENIS PEMBEBANAN DEFORMASI PLASTIS TERHADAP PERUBAHAN SIFAT MEKANIK DAN STRUKTUR MIKRO PLAT BAJA KARBON
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