Sistem Pakar Diagnosis Potensi Penyebaran Penyakit pada Tanaman Cabai Menggunakan Fuzzy Mamdani
Copyright (c) 2018 Jurnal Teknologi dan Sistem Komputer
This research developed expert system using fuzzy Mamdani to diagnose the spread of diseases affecting the growth of chili plants based on environmental factors. Environmental variables used as fuzzy input parameters are soil pH, air temperature, air humidity and solar irradiation. The input-output relationship uses 81 rules with the AND operator and the MIN implication function. For a case, the results showed that the percentage of the potential spread of the disease showed 60.25%, so the category of potential disease spread with soil PH 7.5 pH, 28 ° C air temperature and air humidity 75 RH and 35% sun irradiance is moderate.
Penelitian ini mengembangkan sistem pakar menggunakan fuzzy Mamdani untuk mendiagnosis penyebaran penyakit yang mempengaruhi pertumbuhan tanaman cabai berdasarkan faktor lingkungan. Variabel lingkungan yang digunakan sebagai parameter masukan fuzzy yaitu pH tanah, suhu udara, kelembaban udara dan penyinaran matahari. Relasi masukan-keluaran menggunakan 81 aturan dengan operator AND dan fungsi implikasi MIN. Untuk satu kasus, hasil penelitian menunjukkan nilai persentase potensi penyebaran penyakit adalah 60,25%, sehingga kategori potensi penyebaran penyakit dengan PH tanah 7.5 pH, suhu udara 28°C, kelembaban udara 75 RH dan penyinaran matahari 35% adalah sedang.
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- M. Syukur, S. Sujiprihati, R. Yunianti, and D. A. Kusumah, "Evaluasi Daya Hasil Cabai Hibrida dan Daya Adaptasinya di Empat Lokasi dalam Dua Tahun," Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy), vol. 32, no. 1, pp 43-51, 2010.
- Berita Resmi Statistik, "Produksi Cabai Besar, Cabai Rawit, Dan Bawang Merah Tahun 2014," Badan Pusat Statistik (BPS), Jakarta, 2015.
- W. O. Muliastuty, S. R. P. Sitorus, R. Poerwanto, and H. Hardjomidjojo, "Teknik Pengelolaan Usaha Tani Tanaman Cabai Berkelanjutan Di Dataran Tinggi Kecamatan Cikajang Kabupaten Garut," Jurnal Manusia dan Lingkungan, vol. 23, no. 1, pp. 66-75, 2016.
- A. S. Duriat, N. Gunaeni, and A. W. Wulandari, "Penyakit Penting Pada Tanaman Cabai dan Pengendaliannya," Monografi No. 31, Balai Penelitian Tanaman Sayuran, Bandung, 2007.
- D. O. Nusantara, S. W. Pamungkas, N. R. Syaifudin, L. W. Kusuma, and J. Fikri, "Sistem Pakar Analisa Penyakit pada Tanaman Cabai Merah Menggunakan Metode Backward Chaining," Semnasteknomedia Online, vol. 5, no. 1, pp. 73-78, 2017.
- M. Fuljana, "Sistem Pakar Diagnosis Penyakit Tanaman Cabai Menggunakan Metode Forward Chaining Berbasis Android," Skripsi, Universitas Lampung, 2017.
- A. A. Muslim, R. Arnie, and S. Sushermanto, "Sistem Pakar Diagnosa Hama dan Penyakit Cabai Berbasis Teorema Bayes," JUTISI, vol. 4, no. 3, pp. 867-876, Desember 2015.
- M. Mulyanto, "Sistem Pakar Fuzzy untuk Diagnosis Penyakit pada Tanaman Cabai Merah," Skripsi, Institut Pertanian Bogor, 2011.
- S. Kusumadewi, Artificial Intelligence (Teknik dan Aplikasinya). Graha Ilmu, Yogyakarta, 2003.
- A. Kaur, and A. Kaur, "Comparison of Mamdani-Type and Sugeno Type Fuzzy Inference Systems for Air Conditioning System," International Journal of Soft Computing and Engineering (IJSCE), vol. 2, no. 2, pp. 323-325, May 2012.
- M. Blej, and M. Azizi, "Comparison of Mamdani-Type and Sugeno-Type Fuzzy Inference Systems for Fuzzy Real Time Scheduling," International Journal of Applied Engineering Research, vol 11, no. 22, pp. 11071-11075, 2016.
- S. Batubara, "Analisis Perbandingan Metode Fuzzy Mamdani dan Fuzzy Sugeno untuk Penentuan Kualitas Cor Beton Instan," IT Journal Research and Development, vol. 2, no. 1, pp. 1-11, Agustus 2017.
- A. Mukti, O. D. Nurhayati, and E. D. Widianto, "Rancang Bangun Sistem Kontrol Robot Line Follower Menggunakan Logika Fuzzy," Jurnal Teknologi dan Sistem Komputer, vol. 3, no. 4, pp. 536-543, Oktober 2015.
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