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Smart Farming Untuk Pengaturan Suhu Ruangan Pada Budidaya Jamur Tiram Berbasis Backpropagation
https://doi.org/10.22146/ijeis.78546 Putu Sugiartawan(1), I Gusti Ngurah Desnanjaya(2*)
(1) INSTITUT BISNIS DAN TEKNOLOGI INDONESIA
(2) INSTITUT BISNIS DAN TEKNOLOGI INDONESIA
(*) Corresponding Author
Abstract
The problem with mushroom cultivation is the difficulty of regulating the room temperature of mushrooms, especially oyster mushrooms. The optimal production of oyster mushrooms is at temperatures between 25 C - 27 C. To regulate or manipulate humidity and room temperature to water the kumbung or mushroom room. The watering process is carried out several times to stabilize the room temperature during the day.To overcome the watering that is done manually, Automatic Temperature Control and Monitoring of Oyster Mushrooms Based on GSM Sim800l Arduino Uno is made. This tool uses a DHT11 sensor, relay, 16x2 LCD, GSM Sim 800L, and Stepdown. The test was carried out in a mushroom kumbung measuring 10.7m long, 5.9m wide, and 3.5m high. Watering time is done by observing the data at room temperature. The data is then studied using a backpropagation. This method aims to identify the pattern of watering time so that the optimal watering time is produced. The test results show that the tool can monitor the temperature and humidity of the kumbung mushroom with the following values: temperature 27°C - 33°C and humidity 70% - 90%. The introduction of mushroom watering patterns with BPNN showed an error rate of 40%.
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D. H. Zulfikar and A. Harjoko, “Perbandingan Kapasitas Pesan pada Steganografi DCT Sekuensial dan Steganografi DCT F5 dengan Penerapan Point Operation Image Enhancement,” IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 10, no. 1, p. 35, Jan. 2016 [Online]. Available: https://jurnal.ugm.ac.id/ijccs/article/view/11187. [Accessed: 16-Feb-2017] [2] M. Thierry and T. K. Priyambodo, “SMS and Web-Based e-Government Model Case Study: Citizens Complaints Management System at District of Gihosha –Burundi,” IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 11, no. 1, p. 67, Jan. 2017 [Online]. Available: https://journal.ugm.ac.id/ijccs/article/view/17167. [Accessed: 16-Feb-2017] [3] T. Wachowicz and P. Błaszczyk, “TOPSIS Based Approach to Scoring Negotiating Offers in Negotiation Support Systems,” Gr. Decis. Negot., vol. 22, no. 6, pp. 1021–1050, Nov. 2013 [Online]. Available: http://link.springer.com/10.1007/s10726-012-9299-1 [4] H. Núñez, M. Sànchez-Marrè, U. Cortés, J. Comas, M. Martínez, I. Rodríguez-Roda, and M. Poch, “A comparative study on the use of similarity measures in case-based reasoning to improve the classification of environmental system situations,” Environ. Model. Softw., vol. 19, no. 9, pp. 809–819, 2004. [5] S. Baskara, D. Lelono, and T. W. Widodo, “Pengembangan Hidung Elektronik untuk Klasifikasi Mutu Minyak Goreng dengan Metode Principal Component Analysis,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 6, no. 2, p. 221, Oct. 2016 [Online]. Available: https://jurnal.ugm.ac.id/ijeis/article/view/15347. [Accessed: 30-May-2017] [6] D. B. Widyantara, R. Sumiharto, and S. B. Wibowo, “Purwarupa Sistem Kendali Kestabilan Pesawat Tanpa Awak Sayap Tetap Menggunakan Robust PID,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 6, no. 2, p. 139, Oct. 2016 [Online]. Available: https://jurnal.ugm.ac.id/ijeis/article/view/15260. [Accessed: 30-May-2017] [7] U. W. T. P. Putro, T. K. Priyambodo, and R. Sumiharto, “Pengembangan Antarmuka Stasiun Pemantauan Pesawat Tanpa Awak Menggunakan Aplikasi Android,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 4, no. 2, pp. 113–122, 2014 [Online]. Available: https://jurnal.ugm.ac.id/ijeis/article/view/7110. [Accessed: 08-May-2017] [8] P. S. Ardiantara, R. Sumiharto, and S. B. Wibowo, “Purwarupa Kontrol Kestabilan Posisi dan Sikap pada Pesawat Tanpa Awak Menggunakan IMU dan Algoritma Fusion Sensor Kalman Filter,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 4, no. 1, pp. 25–34, 2014 [Online]. Available: https://jurnal.ugm.ac.id/ijeis/article/view/4219. [Accessed: 08-May-2017] [9] I. Dwicahyo Pratomo, A. Rouf, and T. Wahyu Supardi, “Pengukuran Jarak Lubang Pada Benda Padat Menggunakan Sensor Ultrasonik,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 6, no. 1, p. 81, Apr. 2016 [Online]. Available: https://jurnal.ugm.ac.id/ijeis/article/view/10774. [Accessed: 25-Apr-2017] [10] T. Nur Syahril Sidiq, A. Rouf, and T. Wahyu Supardi, “Sistem Deteksi Bentuk Kecacatan Benda Padat Menggunakan Teknik Variasi Sudut Ultrasonik,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 6, no. 1, p. 69, Apr. 2016 [Online]. Available: https://jurnal.ugm.ac.id/ijeis/article/view/10773. [Accessed: 25-Apr-2017] [11] N. D. Putranti and E. Winarko, “Analisis Sentimen Twitter untuk Teks Berbahasa Indonesia dengan Maximum Entropy dan Support Vector Machine,” IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 8, no. 1, pp. 91–100, 2014 [Online]. Available: https://jurnal.ugm.ac.id/ijccs/article/view/3499. [Accessed: 21-Apr-2017]
DOI: https://doi.org/10.22146/ijeis.78546
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