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All Journal JETT (Jurnal Elektro dan Telekomunikasi Terapan) Jambura Journal of Electrical and Electronics Engineering Nusantara Science and Technology Proceedings Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Jurnal Teknologi Manufaktur dan Industri Media Elektrik
Faruq Ratuhaji
Department Of Electrical Engineering And Installation, Akademi Komunitas Industri Manufaktur Bantaeng, South Sulawesi 92461, Indonesia
Religion Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences

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Journal : Nusantara Science and Technology Proceedings

 1 
Optimization of Bread Production and Sales with Simulation and Data Mining Muhammad Takdir Muslihi; Faruq Ratuhaji
Nusantara Science and Technology Proceedings 4th International Conference on Vocational Innovation and Applied Science 2022
Publisher : Future Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11594/nstp.2022.2906

Abstract

The bread production process and sales strategy are two things that determine the success of sales in a bakery. Evaluation of production systems and changing sales strategies at the bakery can increase sales value. This research aims to implement simulation and data mining on bread's production and sales process at a predetermined location. With this method, we can change the business strategy as needed without having to waste a lot of time and money. As a result of the simulation, we found that the third scenario succeeded in speeding up the bread production time by 4 times. Rounding, Inspection, Baking, and Packaging utilities are 0.43, 0.67, 0.34, and 0.46, respectively. As a result of data mining, we found that more than 33% of those who buy cakes (pastry) also buy bread. this can be a reference for changing sales strategy. The novelty of this study is that it combines two methods of analyzing business processes, namely simulation, and data mining.
Co-Authors Arief, Maipha Deapati M. Ratlalan, Roberth Mantasia Mantasia Muslihi, Muhammad Takdir Nurhajawarsi, Nurhajawarsi SUHAEBRI, TINO Syaiful . Towolioe, Sherly