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Journal : Journal of Computer Networks, Architecture and High Performance Computing

Implementation of Fuzzy Logic for Chili Irrigation Integrated with Internet of Things Prasetyo, Angga; Yusuf, Arief Rahman; Litanianda, Yovi; Sugianti; Masykur, Fauzan
Journal of Computer Networks, Architecture and High Performance Computing Vol. 5 No. 2 (2023): Article Research Volume 5 Issue 2, July 2023
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v5i2.2518

Abstract

Chili, mustard greens, and tomatoes have always been farmers' favored crops, despite their high water and labor demands. Adapt to these conditions by utilizing smart agriculture systems (SAS) agricultural techniques that involve technology such as automatic irrigation that regulates watering based solely on routine, regardless of land conditions. This type of control during the transitional season can lead to root rot and fungisarium disease on chile plants. In the form of an embedded system with internet of things (IoT) monitoring, a system incorporating artificial intelligence such as fuzzy logic is proposed as a solution. Fuzzy logic will regulate irrigation based on the land's humidity and temperature using computational mathematics. Beginning with the fuzzyification stage to map the sensor's temperature and humidity input values, fuzzy logic is applied. The creation of an inference engine in the NodeMcu 8266 microcontroller to interpret fuzzy rule statements in the form of aggregation of minimum conditions with the AND operator, followed by the combination of a single set value of 0 and 1 in the fuzzy system to produce an appropriate actuator response After the entire system has been prototyped, testing is conducted to determine the responsiveness of the fuzzy program code to changes in the simulated agricultural cultivation land ecosystem. This study found that the fuzzy logic program code embedded in the nodeMCU8266 microcontroller effectively controls the spraying duration of the pump in response to various simulated environmental conditions within 3.6 seconds.
Co-Authors A.K, Putri Shagita Dyah Abdurrozzaq, Ismail Akbar Junio Pranata, Akbar Junio Pranata Alamsyah, Istna Rizqi Ameylea, Achsa Bintang Amin , Innayatul Choirul Amirul Amini, Yuliana Nur Angga Prasetyo Angga Prasetyo Ardyanti, Yuanita Arisanti, Fifi Aryanto , Yudha Nur Asmaroini, Ambiro Puji Astuti, Arin Yuli Ayu Andini Budianto, Sigid Daminingsih, Sri Dianto, Aris Diarko, Berxy Diva Sari Eka Putri Eka Agustina, Eka Fahmi, Muhammad Nur Fardati, Fadhliya Fatma, Hawinda Widya Fauzan Masykur Fibrianti, Weny Fitriani, Lely Mustikasari Mahardhika Gunawan, Putri Miya H, Nabil Fadlila Alifian Hardiyanti , Nungki Restuningtyas Hasanah , Uswatun Hertika, Fety Fitriana Indarwati Indarwati Juppenny, Ryan Kartikasari, Riska Krisna Rendi Awalludin Kurniawan, Fabio Fajar Manan, Samiro Muhammad Nasrullah Muhammad Reza Muhammad Ridwan Muti'ah, Muti'ah Nurtyastuti, Susiani Nuryadin, Ridho Akbar Pawiti, Septiana Meilani Putri Prasetyo , Arif Adi Prasetyo, Reizky Rino Dwi Prayoga, Dwi Cahyo Putri, Mega Shakti Pratiwi Ramadhani, Desi Dwi Ramadhani, Tarisa Auliya Rihadini, Rizky Rosidha, Laela Sofa, Yanna Suciatmojo, Bambang Sugianti Sugianti, Sugianti Sugiantoro, Erfan suhendar, uki Sukmana, Yan Rhamdian Sulistyoningsih Sumaji Syapon, Syapon Talib, Corrienna Abdul Uyuni, Tiyana Nur Vika Shelayanti, Vika Wahid, Ribowo Abdullathif Wahyono, Joni Tri Widiayanti, Rina Wijaya, Etistika Yuni Winarno Winarno Windarti, Endah Yovi Litanianda, Yovi Zaidatul Chusnul Rahayu Zuhriyah, Royyan Alfiyatu Zulkarnain, Ismail Abdurrozzaq Zulkarnain, Ismail Abdurrozzaq