APPLICATION OF MAMDANI FUZZY METHOD TO PREDICT THE AMOUNT OF PINE RESIN PRODUCTION
Abstract
PT. Inhutani IV Aceh District needs to plan the right production in order to achieve maximum profit. Therefore, the company needs to develop a system that can predict the amount of pine resin that can be produced. This study uses data from PT. Inhutani IV Aceh District which is engaged in the production of raw pine resin. This study uses the mamdani fuzzy method to predict the amount of latex production based on demand data, supply data and latex production data per month in 2019-2020. Based on the results of calculations that have been carried out, with the input variable demand in January 2021 of 91,404 kg and supply in December 2020 of 71,466 kg, with the fuzzy mamdani method, the prediction results of the pine resin that the company can produce is 191,763 kg in January 2021 and based on the results of calculations using the MAPE accuracy measure, the fuzzy mamdani method has a MAPE value of 45.69 % so it can be concluded that the mamdani fuzzy method is pretty good for predicting the production of pine resin at PT. Inhutani IV Aceh District.
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References
Andiani , Wike Darusman, and Dudung , "Analisis Efisiensi Usaha Pengolahan Getah Pinus menjadi Gondorukem dan Terpentin di Perum Perhutani Unit III Jawa Barat-Banten.," Bogor, 2018.
Perum Perhutani. (2020, Oktober) Manfaat Pohon Pinus untuk Kesehatan dan Industri, Penting Diketahui. [Online]. https://www.perhutani.co.id/manfaat-pohon-pinus-untuk-kesehatan-dan-industri-penting-diketahui/#:~:text=Hampir%20semua%20bagian%20pohon%20pinus,api%2C%20kertas%20dan%20lain%20sebagainya.
Dinas Lingkungan Hidup Provinsi Aceh. (2020) Luas Kawasan Hutan dan Konservasi Perairan Menurut Kabupaten/Kota di Provinsi Aceh (Ribu ha). [Online]. https://www.bps.go.id/indikator/indikator/view_data_pub/1100/api_pub/RjhwOFhnQm9Na2piQWZrOFd5Zmp1Zz09/da_05/1
Inggrid K.E Raga Djara, Tiwuk Widiastuti, and Dony M. Sihotang, "PENERAPAN LOGIKA FUZZY MENGGUNAKAN METODE MAMDANI DALAM OPTIMASI PERMINTAAN OBAT," J-ICON, pp. 157-161, 2019.
Akbar Rizky Wardani, Yuki Novia Nasution, and Fidia Deny Tisna Amijaya, "APLIKASI LOGIKA FUZZY DALAM MENGOPTIMALKAN PRODUKSI MINYAK KELAPA SAWIT DI PT. WARU KALTIM PLANTATION MENGGUNAKAN METODE MAMDANI," Jurnal Informatika Mulawarman, pp. 94-103, 2017.
Wahyu Toto Priyo, "PENERAPAN LOGIKA FUZZY DALAM OPTIMASI PRODUKSI BARANG MENGGUNAKAN METODE MAMDANI," Jurnal Ilmiah : SoulMath, pp. 14-21, 2017.
D. L. Rahakbauw, F. J. Rianekuay, and Y. A. Lesnussa, "PENERAPAN METODE FUZZY MAMDANI UNTUK MEMPREDIKSI JUMLAH PRODUKSI KARET (STUDI KASUS: DATA PERSEDIAAN DAN PERMINTAAN PRODUKSI KARET PADA PTP NUSANTARA XIV (PERSERO) KEBUN AWAYA, TELUK ELPAPUTIH, MALUKU-INDONESIA)," Jurnal Ilmiah Matematika dan Terapan, pp. 119-127, 2019.
Jesi A. lateka, Tohap Manurung, and Jantje D. Prang, "Analisis Faktor – Faktor yang Mempengaruhi Produksi Getah Pinus di Kabupaten Poso," d’Cartesian : Jurnal Matematika dan Aplikasi, pp. 127-133, 2019.
Ida Nabillah and Indra Ranggadara, "Mean Absolute Percentage Error untuk Evaluasi Hasil Prediksi Komoditas Laut," Journal of Information System, pp. 250-255, 2020.
Dwi Putri Puji Astuti and Mashuri , "PENERAPAN METODE FUZZY TSUKAMOTO DAN FUZZY SUGENO DALAM PENENTUAN HARGA JUAL SEPEDA MOTOR," UNNES Journal of Mathematics, pp. 74-78, 2020.
Supina Batubara, "Analisis Perbandingan Metode Fuzzy Mamdani Dan Fuzzy Sugeno Untuk Penentuan Kualitas Cor Beton Instan," IT Journal Research and Development, pp. 1-11, 2017.
Siti Ikramatoun, Khairulyadi , and Riduan , "Pemberdayaan Masyarakat melalui Pengelolaan Hutan Pinus di Kecamatan Linge Aceh Tengah," Jurnal Sosiologi Agama Indonesia, pp. 238-249, 2020.
Anindya Khrisna Wardhani et al., TEKNIK PERAMALAN PADA TEKNOLOGI INFORMASI. Sumatera Barat: PT. GLOBAL EKSEKUTIF TEKNOLOGI, 2022.
Redaksi PUBinfo. (2014) PUBinfo - Situs Portal Penyedia Informasi Layanan Publik. [Online]. https://www.pubinfo.id/instansi-381-pt-inhutani-iv-persero.html
Desy Fatma. (2016, Agustus) Hutan Homogen : Pengertian, Ciri-ciri, Manfaat, dan Contohnya. [Online]. https://ilmugeografi.com/ilmu-bumi/hutan/hutan-homogen
Rizky Purwandito, "PENERAPAN SISTEM INFERENSI FUZZYMETODE MAMDANI UNTUK PENENTUAN JUMLAH PRODUKSI BARANG," Semarang, 2017.
Akhsanul Wakhidati, "Mesofauna Tanah ," Purwokerto, 2013.
Atriana Aris, "PRODUKTIVITAS KERJA PENYADAPAN GETAH PINUS DI KPH MAMASA TENGAH SULAWESI BARAT," Makassar, 2021.
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