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Journal : Riau Journal of Computer Science

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Penerapan Metode Inferensi Fuzzy Takagi Sugeno-Kang Untuk Prediksi Hasil Panen Kelapa Sawit Yanto, Budi; Rouza, Erni; Saputra, Edi
Riau Journal Of Computer Science Vol. 5 No. 2 (2019): Riau Journal of Computer Science
Publisher : Riau Journal Of Computer Science

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Abstract

Palm oil is one of the main crops and seeds in Indonesia. In oil palm plantations, oil palm crops are the most important things. Oil palm crops in the right time and quantity are what the farmers want. Therefore, harvest prediction is needed to be used as reference of palm oil harvest target. Determination of harvest targets required a method that is able to predict the yield of oil palm. In this research, built a system of fuzzy inference with TSK method (Takagi Sugeno Kang), which aims to predict the yield of oil palm farmers. The fuzzy rules in the form of IF antecedent THEN are consequent, using consequent linear equations of the input variables. The coefficients of each variable of linear equation are consequently derived based on the expected yield of the harvest. The results of prediction testing of Palm Oil harvest production in 3 seasons, namely Dry Season, Rainy Season, Fertilization, input the number by values of variable with to the given range prove that the fuzzy inference of the TSK method can calculate palm oil crop predictions well.
Co-Authors A, Muhammad Razi Abidin, Zainil Ablamskyi, Serhii Ade Adriadi Ainal Mardhiah Aisyah, Nabila Dinda Amalia Harmin Andriani, Widya Anggoro Sugeng Angkat, Puriandari Anjani, Sintiya Tri Apresto, Muhammad Haikal Apriyanto, Bambang ARIEF RIO MAULANA Arsa, Daniel Arsyad, Hanif Aryani, Reni Asmawati Asmawati Atika, Rindi Benedika Ferdian Hutabarat Budi Yanto, Budi Bukhari Kasim Candra Wijaya, Candra Dailami - Dalimunthe, Winda Vita Puri Dawam Suprayogi Dewi Hasanah Edi Saputra Edward Bahar Ekafitrianda, J. M. Eman Suparman Erlin, Fitri Erni Rouza, Erni Fani, Khori Fuad Gajah, Ewin Sanjaya Gesit Thabrani Ginting, Yulia Wandani Hamdani, Hamdani Hamganisyah, Fadhil Islah Hanif Hanif Harahap, Putri Husnul Khotimah Harahap, Wahit Gunadi Harmain, Harmain Hartawan, Muhammad Handru Hendra, Donny Hermawan, Bambang Herniyanti, Rina Hilvadani, Tita Hudamahya, Aulia Husen, Mohammad Saddam Husna, Latifatul I Wayan Kertih I Wayan Lasmawan Jannifar, A Jayadi Jayadi Jessica, Melia Khairi, Miftahurrizqa Kuraesin, Meyse Lia Handayani, Lia Maharja, Riadnin Miftahul Jannah Miftahul Khair Mizwar, Edi Muhaimin Yusof, Ku Abdul Muhammad Razi Muhammad Razi A Murthadahadi, Murthadahadi Nahar, Syamsu Neneng Hasanah Neni, Neni Novita Sari Nurdin Nurdin Nurhayati Nurhayati Nurmahmudin, Resa Nurmahmudin Padang, Taufik Febriansah Panggeleng, Andi Mifta Farid PATRIA, ANDIKA Pratama Putra, Vernando Priyanto Priyanto Putra, Ifon Driposwana Putri Ramadhani, Nanda Putri Z., Khairin Nisa Putri, Giska Amelia Putri, Nadilla Audya Qoirunnisa, Qoirunnisa Rahman Sastrawan Rahmatina Aulia Rahmawati, Cut Rakhmyta, Yunie Amalia Ramadhani, Nanda Putri Rasyimah Rasyimah Razi A, Muhammad Rina Devianty, Rina Riyadh, Muhammad Rizky Maharja Rusmiati Salahuddin Salahuddin Samsul Bahri Saphana, Najwa Aulia Saputra, M Ari Sazali, Muhammad Siregar, Ade Safitri Siregar, Alifah Siregar, Alifah Salsabillah Siti Lestari Sumardi . Toliang, Ermina Tri Suratno Trinanda, Randi Triwibowo, Ananto Turmizi, Turmizi Ulfa Khaira, Ulfa Usman Usman Utomo, Pradita Eko Prasetyo Wardani, Sari Wirawati, Sri Mukti Yosi Riduas Hais Yulia, Vinna Zainal Muttaqin