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Mashuri Mashuri
Universitas Negeri Malang
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Journal : Unnes Journal of Mathematics

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IMPLEMENTASI LOGIKA FUZZY METODE MAMDANI PADA PREDIKSI BIAYA PEMAKAIAN LISTRIK (STUDI KASUS: KELURAHAN GANDASARI, KOTA TANGERANG) Ema Julpia Aenun; Mashuri Mashuri
Unnes Journal of Mathematics Vol 11 No 2 (2022)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v11i2.50061

Abstract

Electricity is a very important need for human life. The rapid development of technology makes various activities and equipment more modern which can only run with electricity. The higher the use of electricity will certainly have an impact on the cost of electricity consumption. The cost of using electricity is a problem that contains uncertainty. Fuzzy logic is one of the decision support systems that can be implemented for uncertainty problems. The purpose of this study is to implement the Mamdani method of fuzzy logic in the prediction of electricity consumption costs and obtain accuracy results from the implementation of the fuzzy logic. The input variables used are house area, electronic equipment used, electrical power, and economic income. Also, the output variable used is the cost of electricity consumption. The Mamdani method is also called the Min-Max method which requires 4 stages to obtain the output. This research will be carried out with the help of Matlab software because there are various tools for the Mamdani method. Based on the results of the implementation of the Mamdani fuzzy logic method on the prediction of electricity consumption costs, the MAPE value is 19.60%, which means that it has a truth value of 80.40%. This shows that the fuzzy logic of the Mamdani method is good for predicting the cost of electricity consumption in Gandasari Village, Tangerang City.
Co-Authors Abdul Latif Abidin, Z Agung Prabowo Agus Sugandha Agustini Tripena Ahmad Nawawi Alfi Yasmina Andri Darmawan Asiyawati Asiyawati Asri Yullasnyah Bambang Bambang Sampurno Bambang Setiawan Bintoro anang subagyo Dea Sri Utari Desyandri Desyandri Deti Iryani Djoko Susanto Dyah Ayu Rahmawati Eko Suhartono Eko Suhartono Eliwarti Eliwarti Ema Julpia Aenun Endah Rumentah Eny Haryati Faizah Putri Fathorrahman Fathorrahman Febriyenti Maulydya Ferry Amanza Ferry Armanza Fitria Amalia Fujiati Fujiati Guswanto, Bambang Hendriya Hanna Dwi Aprilia Husna Hariadi Yuseran Helma Febrianti Hendro Nurhadi Heru Sukamto Ika Silviana Widianti Imam Rohadi Indah Tri Purwanti Irawan Fahrudin Mz Irawan Fakhrudin Mahalizikri Iswandi Iswandi Iwan Aflanie Jamiluddin, Jamiluddin Karo Karo Gabriel Pranata Kezia Natania Budiharjo Kiki Candri Kristin Lecintiva Agustina Laksita Aji Safitri Linda Silvia Lisda Hayatie, Lisda M.Ashsubli Maria Yosephine Himawan Mawardin M. Said Miskar Maini Mochamad Zainuri Moh. Hasyim As'ari Moh. Hasyim As'ari Muhammad Alfarizi Muhammad Budiyanto Muhammad Israf Setiawan Muhammad Syaiful Hakim MUHAMMAD YUSUF Muhd. Arief Al Husaini Nabila Rahman Nadia Salma Nazwa Assyfa Noor Muthmainah Nurhaswinda Rina Reorita Rokhmaniyah Rokhmaniyah, Rokhmaniyah Sehah Sehah Siti Mariam Soma Gustianda Sri Djuniati Sri Rahmany Sri Yani Purwaningsih Suasmoro Suasmoro Sumarjan Sumarjan Suroto suroto Susilawati Susilawati Syamsul Arifin Wahyu Hidayat Widyawati Widyawati Zaenal Abidin Zulfah Zulfah