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Sistem Pakar Diagnosis Potensi Penyebaran Penyakit pada Tanaman Cabai Menggunakan Fuzzy Mamdani

Expert System for Diagnosis of Potential Disease Spreading on Chili Plants Using Mamdani Fuzzy Inference

1Department of Informatics, STMIK Kharisma Karawang, Indonesia

2Department of Information System, STMIK Kharisma Karawang, Indonesia

Received: 3 Jan 2018; Published: 19 Apr 2018.
Open Access Copyright (c) 2018 Jurnal Teknologi dan Sistem Komputer
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

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Abstract

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.

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Keywords: chilli desease; expert system; fuzzy Mamdani

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  1. 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
  2. Berita Resmi Statistik, "Produksi Cabai Besar, Cabai Rawit, Dan Bawang Merah Tahun 2014," Badan Pusat Statistik (BPS), Jakarta, 2015
  3. 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
  4. 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
  5. 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
  6. M. Fuljana, "Sistem Pakar Diagnosis Penyakit Tanaman Cabai Menggunakan Metode Forward Chaining Berbasis Android," Skripsi, Universitas Lampung, 2017
  7. 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
  8. M. Mulyanto, "Sistem Pakar Fuzzy untuk Diagnosis Penyakit pada Tanaman Cabai Merah," Skripsi, Institut Pertanian Bogor, 2011
  9. S. Kusumadewi, Artificial Intelligence (Teknik dan Aplikasinya). Graha Ilmu, Yogyakarta, 2003
  10. 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
  11. 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
  12. 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
  13. 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

Last update:

  1. Disease Diagnosis Expert System At Chili Plants Using Bayes Method

    Sri Susanti, Olven Manahan. Journal Of Computer Networks, Architecture and High Performance Computing, 2 (2), 2020. doi: 10.47709/cnapc.v2i2.432

Last update: 2024-03-27 02:04:34

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