Penerapan Metode Fuzzy Mamdani Dalam Rancang Bangun Sistem Informasi Prediksi Produksi Barang Berbasis Web Pada UD. Niki Sae. (Application of The Fuzzy Mamdani Method in The Design of Web-Based Goods Production Prediction Information System at UD. Niki Sae).

Ahmad, Ququh Imanuddin (2023) Penerapan Metode Fuzzy Mamdani Dalam Rancang Bangun Sistem Informasi Prediksi Produksi Barang Berbasis Web Pada UD. Niki Sae. (Application of The Fuzzy Mamdani Method in The Design of Web-Based Goods Production Prediction Information System at UD. Niki Sae). Undergraduate thesis, Universitas 17 Agustus 1945 Surabaya.

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Abstract

Technology in this modern era is developing rapidly, especially in the business world to support smooth operations. UD. Niki Sae is a trading business that produces goods such as mattresses, pillows, carpets, bolsters in the city of Lamongan. The purpose of this research is to design and build an information system that can predict inventory stock next month at UD. Niki Sae so that there are no obstacles. The method used in this research is Fuzzy Mamdani. The process of developing this research using the waterfall method includes 6 stages, namely analysis, design, coding, testing, implementation and maintenance. This research is expected to be an example and useful for companies in order to make it easier to apply and predict the production of goods and smoothness in business operations. The results of testing this application, it is known that the results of prediction data for 1 full year where the predictive data is obtained from data with supply, demand, sales variables, from the previous month's data to be predicted in the following month. The final result obtained from the 12 data shows that the average difference between actual production and production predictions using the Mamdani fuzzy method is 127.75. Furthermore, MAPE calculations are carried out to determine the level of error, obtained an average MAPE value of 29%. Keywords: Prediction, Production, Number of Items, Mamdani Fuzzy Method

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