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Pramana Yoga Saputra
Politeknik Negeri Malang
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Journal : jurnal iptek

 1 
Information System for Predicting Warehouse Stock and Utilities (Case Study: PT KERAMIK XYZ) Pramitarini, Yushintia; Saputra, Pramana Yoga; Putri, Alindya Kirana
Jurnal IPTEK Vol 25, No 1 (2021): May
Publisher : LPPM Institut Teknologi Adhi Tama Surabaya (ITATS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.iptek.2021.v25i1.1192

Abstract

PT KERAMIK XYZ is one of the companies engaged in the production of ceramics. The company sometimes subjected to declining wall tiles on the market and at warehouses where wall ceramic stocks are sometimes subjected to buildup. Therefore, the research of "Information System Prediction Stock and Warehouse Utility" uses the Fuzzy Time Series Markov Chain method and Fuzzy Mamdani Method. So that the problem of ceramic wall stock and the layout of the placement of ceramic wall stock in the warehouse does not occur again and can be resolved. In the Fuzzy Time Series Markov Chain method, the calculation of prediction results of ceramic stocks of the Base Tile dCaliza Valle type results in forecasting values of (0, 717, 483, 483), then by means of the MAPE (Mean Absolute Percent Error) test method produces an error percentage of 13%. The results of the calculation of the level of accuracy are good and can be used in this case study. So, the results of the calculation of the level of accuracy are good and can be used in this case study. Then for the results of the prediction of the layout of the ceramic stock placement in the warehouse using the Fuzzy Mamdani method get an accurate calculation of 22%.
Information System for Predicting Warehouse Stock and Utilities (Case Study: PT KERAMIK XYZ) Yushintia Pramitarini; Pramana Yoga Saputra; Alindya Kirana Putri
Jurnal IPTEK Vol 25, No 1 (2021)
Publisher : LPPM Institut Teknologi Adhi Tama Surabaya (ITATS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.iptek.2021.v25i1.1192

Abstract

PT KERAMIK XYZ is one of the companies engaged in the production of ceramics. The company sometimes subjected to declining wall tiles on the market and at warehouses where wall ceramic stocks are sometimes subjected to buildup. Therefore, the research of "Information System Prediction Stock and Warehouse Utility" uses the Fuzzy Time Series Markov Chain method and Fuzzy Mamdani Method. So that the problem of ceramic wall stock and the layout of the placement of ceramic wall stock in the warehouse does not occur again and can be resolved. In the Fuzzy Time Series Markov Chain method, the calculation of prediction results of ceramic stocks of the Base Tile dCaliza Valle type results in forecasting values of (0, 717, 483, 483), then by means of the MAPE (Mean Absolute Percent Error) test method produces an error percentage of 13%. The results of the calculation of the level of accuracy are good and can be used in this case study. So, the results of the calculation of the level of accuracy are good and can be used in this case study. Then for the results of the prediction of the layout of the ceramic stock placement in the warehouse using the Fuzzy Mamdani method get an accurate calculation of 22%.
Co-Authors Abdullah, Zaed Achendri M. Kurniawan Al Huda, Muhammad Iqbaluddin Al Masyriqi, Syifa’ul Ikrom Syifa’ul Ikrom Alindya Kirana Putri Annisa Puspa Kirana Ariadi Retno Ririd Arwin Datumaya Sumari Astiningrum, Mungki Asyam Alfitra, Farhan Atiqah Nurul Asri Budi Harijanto, Budi Carfin Febriawan Pratama Putra Deni Putra Arystianto Dharma Wijaya, Indra Dian Febrianti, Siti Zumaroh Dian Hanifudin Subhi Diana Rachmawati Dika Rizky Yunianto Dimas Wahyu Wibowo DWI PUSPITASARI Dwi Puspitasari Dwi Puspitasari Eka Larasati Amalia Elok Nur Hamdana Fadlilah, Nafiatul Fahmi Zain Afif Winatama Faisal Rahutomo Farida Ulfa Fidyawan, Miftahul Agtamas Hendrawan, M. Afif Hendrawan, Muhammad Afif Hendrawan, Muhammad Afif Hersianty, Venny Meida Hudriyah Mundzir, Hudriyah Ilham Agung Prakoso Imam Fahrur Rozi Indra Dharma Wijaya Indra Dharma Wijaya Irfin, Zakijah Khairy, Muhammad Shulhan Kyaw, Htoo Htoo Sandy Larasati, Eka Maya Shoburu Rohmah Miftahul Agtamas Fidyawan Moch Zawaruddin Abdullah Muhammad Iqbal Kharis Firismanda Muhammad Shulhan Khairy Noprianto Nurwijayanti Odhitya Desta Triswidrananta Pradana, Achmad Savero Windi Prakoso, Ilham Agung Pramitarini, Yushintia Putra, Carfin Febriawan Pratama Putri, Alindya Kirana Radian Malek Rayrendra Rahmad, Cahya Rahmadani, Alfiandi Aulia Rawansyah Retno Damayanti Rohmah, Maya Shoburu Rokhimatul Wakhidah Shoumi, Milyun Ni’ma Siradjuddin, Indrazno Sirajuddin Muhammad Anshori Triana Fatmawati Triswidrananta, Odhitya Desta Ulla Delfana Rosiani Usman Nurhasan Wijanarko, Eko Setio Winatama, Fahmi Zain Afif Yan Watequlis Syaifudin Yushintia Pramitarini Zanuar Hanif Rachmat Adi