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Support Vector Machine Untuk Prediksi Produksi Tanman Pangan di Provinsi Gorontalo Drajana, Ivo Colanus Rally; Bode, Andi
Nusantara of Engineering (NOE) Vol 4 No 2 (2021): Volume 4 No 2 Tahun 2021
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (513.243 KB) | DOI: 10.29407/noe.v4i2.16757

Abstract

Sektor pertanian sudah menjadi peranan penting bagi masyarakat pada daerah yang memiliki lahan luas dan tanah yang subur. Pertanian sangat penting dalam peningkatan suatu daerah serta perekonomian daerah itu sendiri. Dinas Pertanian Provinsi Gorontalo adalah sebuah instansi yang bergerak diberbagai bidang pertanian, dalam kegiatan tahunan melakukan pencatatan hasil produksi tanaman pangan. Hasil yang didapatkan setiap tahunnya sering mengalami perubahan, maka diperlukan suatu sistem untuk melakukan prediksi, tujuannya yaitu untuk mengetahui hasil produksi tanaman pangan. Dengan penerapan algoritma support vector machine (SVM) telah berhasil dilakukan. Maka hasil dari prediski tersebut dapat digunakan untuk bahan pertimbangan atau kebijakan didalam pengambilan keputusan. Tingkat error paling terkecil yaitu 207. Model yang diusulkan mendekati nilai kesempurnaan, karena perbandingan hasil eksperimen prediksi produksi tanaman pangan dengan data set yang ada menghasilkan nilai keakuratan kisaran 70% - 100%. Dengan demikian metode yang diusulkan dinyatakan berhasil.
Design of a Watering Control System for Chili Seedlings Using Arduino Uno Syarifah Fitrah Ramadhani; Mohamad Efendi Lasulika; Andi Bode; Moh. Adrian Djailani; Risky Randa Posumah
International Journal Software Engineering and Computer Science (IJSECS) Vol. 4 No. 3 (2024): DECEMBER 2024
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v4i3.3225

Abstract

Technology in agriculture has brought revolutionary changes in the way we view and treat food production. This research is the design of a watering control system because controlling plant watering is an important factor in healthy plant growth. With the use of technology such as Arduino Uno, designing an automatic watering control system that can monitor soil moisture, regulate watering according to plant needs, besides that, another goal is to increase agricultural productivity by optimizing watering of chili plants. The results of research and testing that have been carried out, the Arduino Uno based automatic plant irrigation tool shows success in its design and operation; this tool has been designed and made using an Arduino Uno microcontroller and YL-69 sensor, as well as other supporting devices, which function according to their purpose and function with good performance in automatic watering. This tool can work effectively when the humidity sensor sends data to the Arduino, where if the received data is below the specified limit, the relay automatically activates the water pump to perform watering. During the process, if the sensor detects soil moisture levels above the limit, the relay will turn off the pump and stop watering