(2) Wafatikhur Rosyad (Politeknik Perkapalan Negeri Surabaya, Indonesia)
(3) Imam Sutrisno (Politeknik Perkapalan Negeri Surabaya, Indonesia)
(4) Joko Endrasmono (Politeknik Perkapalan Negeri Surabaya, Indonesia)
*corresponding author
AbstractVegetables are a good food, especially to meet the needs of vitamins and dietary fiber. However, in urban areas, there is very little land to develop vegetable farming. Hydroponic vertical planting system can be a solution. Pakcoy plants have growth that only takes 40 to 45 days to reach the ideal harvest age. The use of a greenhouse is also suitable for better pest control. However, the greenhouse has the characteristic of storing heat that it absorbs up to 5 degrees Celsius hotter than the outside temperature. The use of greenhouses with temperature control can accelerate the growth of vegetables. Based on this problem, making temperature regulation very necessary, the way is to adjust the rotation speed of the cooling fan using the fuzzy logic method so that the main goal is to save energy and air with a lower temperature can be flowed. The use of this hydroponic greenhouse module is proven to be able to maintain the temperature not much higher than the outside temperature. Comparison of fuzzy logic output values using Matlab software and fuzzy logic output values using PLC has an average error value of 0.27% for fan 1 and 0.35% for fan 2. The performance of the fuzzy logic method used can also be said to be good with an average response time of 61.8 seconds. With the performance of the system, the environment of the greenhouse can be suitable for the plant to grow optimally. KeywordsVegetables; Hydroponics; Temperature Control; Fuzzy Logic;
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DOIhttps://doi.org/10.29099/ijair.v6i1.362 |
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References
Agung, MB (2014). Arduino for Beginners 17. 119.
Baskara, S., Lelono, D., & Widodo, TW (2016). Development of Electronic Nose for Cooking Oil Quality Classification with Principal Component Analysis Method. IJEIS (Indonesian Journal of Electronics and Instrumentation Systems), 6(2), 221.
Ada, Lady (2018) 'DHT11, DHT22 and AM2302 Sensors' Adafruit Learning System
Agus Heru, Hendra & Andoko, Agus (2014) 'Cultivating Hydroponic Vegetables in the Way of a Hydrofarm Farmer' South Jakarta: AgroMedia
Bafdal, Nur choices & Ardiansyah, Irfan (2020) 'SMART FARMING BASED ON THE INTERNET OF THINGS IN GREENHOUSE' Sumedang: Unpad Press
Bakhtiar, Agung (2020) 'Basic Guide to PLC Outseal' Outseal
Bakshi, MPS, Wadhwa, M., PS, (Harinder. 2017) 'Hydroponic Fodder Production : A Critical Assessment' Department of Animal Nutrition, Guru Angad Dev Veterinary and Animal Science University, Ludhiana141004, India
BPS East Java Province (2019) 'Vegetable Crop Production in East Java Province by Regency/City and Plant Type (tonnes), 2017 and 2018'
BPS East Java Province (2017) 'Average Air Temperature and Humidity by Month at the Juanda Meteorological Station, East Java'
DFRobot (2017) 'Turbidity sensor SKU: SEN0189'
Espressif (2019) 'ESP32 Series Datasheet', Espressif Systems, pp. 1–61.
Gene JM, Dillague (2006) 'Wheatgrassn IOI' Easy Pha-Max'
Lingga, Pinus (1984) 'Hydroponics Farming Without Soil' Depok: Self-Help Spreader
Naomi, Astried. Motherland, Jeni. Ayu Permatasari, Princess. Nur Dini, Shabrina & Safullah, Asep (2018) 'Effectiveness of the Light Spectrum on the Growth of Green Beans (Vigna Radiata)' Scientific Journal of Physics Research and Learning, ISSN 2442-515x, e-ISSN 2528-1976, University of Sultan Ageng Tirtayasa
Nova Harsela, Chiska. Sumarni, Eni & Wijaya, Krissandi (2020) 'Growth of Pakcoy (Brassica Rapa L) Planted With Floating Hydroponics System and Non Hydroponics'
Prastio, Untung (2015) 'Harvesting Hydroponic Vegetables Every Day'. Jakarta: AgroMedia Pustaka
Ruby, MB (2012). Vegetarianism. A blossoming field of study. Appetite, 58(1), 141–150. doi:10.1016/j.appet.2011.09.019
AD Wiratmoko, AW Syauqi, MS Handika, DB Nurrizki, M Wafi, M Syai’in, I Sutrisno, MK Hasin, I Munadhif, AZ Arfianto, AWB Santosa, VYP Ardhana, (2019). Design of Potholes Detection as Road’s Feasibility Data Information Using Convolutional Neural Network (CNN), International Symposium on Electronics and Smart Devices (ISESD), Bali, Indonesia
MA Jami’in, I Sutrisno, J Hu, (2015). The State-Dynamic-Error-Based Switching Control under Quasi-ARX Neural Network Model, in Proc. of the20 th International Symposium on Artificial Life and Robotics (AROB 20 th 2015), Japan
I Sutrisno, MA Jami’in, J Hu, MH Marhaban, N Mariun, (2014). Nonlinear Model-Predictive Control Based on Quasi-ARX Radial-Basis Function-Neural-Network, 8th Inter. Conference on Mathematical Modelling and Computer Simulation (AMS2014), Taipei
Imam Sutrisno, Mohammad Abu Jami’in, Jinglu Hu, An Improved Fuzzy Switching Adaptive Controller for Nonlinear Systems Based on Quasi-ARX Neural Network, International Seminar on Electrical Informatics and Its Education (SEIE 13),2013
Imam Sutrisno, Mohammad Abu Jami’in, Jinglu Hu, Implementation of Lyapunov Learning Algorithm for Fuzzy Switching Adaptive Controller Modeled Under Quasi-ARX Neural Network, 2nd International Conference on Measurement, Information and Control (ICMIC), 2018
Imam Sutrisno, Albiyan Wanda Syauqi, Muhammad Khoirul Hasin, Mohammad Basuki Rahmat, I Putu Sindhu Asmara, Daviq Wiratno, Edy Setiawan, Design of pothole detector using gray level co-occurrence matrix (GLCM) and neural network (NN), IOP Conference Series: Materials Science and Engineering, 2020
Danis Bagus Setiawan, Agus Khumaidi, Projek Priyonggo, Mohammad Basuki Rahmat, Imam Sutrisno, Khoirun Nasikhin, Adi Wisnu Sahputera, Ball Direction Prediction for Wheeled Soccer Robot Goalkeeper Using Trigonometry Technique, Applied Technology and Computing Science Journal, 2019
Imam Sutrisno, Muhammad Firmansyah, Romy Budhi Widodo, Ardiansyah Ardiansyah, Mohammad Basuki Rahmat, Achmad Syahid, Catur Rakhmad Handoko, Agus Dwi Santoso, Ari Wibawa Budi Santosa, Riries Rulaningtyas, Edy Setiawan, Edy Prasetyo Hidayat, Daviq Wiratno, Implementation of backpropagation neural network and extreme learning machine of ph neutralization prototype, Journal of Physics: Conference Series, 2019
Imam Sutrisno, Mohammad Abu Jami’in, Jinglu Hu, Mohammad Hamiruce Marhaban, A self-organizing Quasi-linear ARX RBFN model for nonlinear dynamical systems identification, SICE Journal of Control, Measurement, and System Integration, 2016
M Rifai, RA Budiman, I Sutrisno, A Khumaidi, VYP Ardhana, H Rosika, M Setiyono, F Muhammad, M Rusmin, A Fahrizal, Dynamic time distribution system monitoring on traffic light using image processing and convolutional neural network method, IOP Conference Series: Materials Science and Engineering, 2021
Ii Munadhif Ihza Anfasa Dua Nurhidta, Imam Sutrisno, RANCANG BANGUN INTEGRASI SCADA PADA SISTEM CRUSHING DAN BARGE LOADING CONVEYOR, Jurnal Conference on Automation Engineering and Its Application, 2021
Mohammad Basuki Rahmat, Imam Sutrisno, Ari Wibawa Budi Santosa, Faris Nofandi, Vibration Analysis of Ship-RUV Structure in Operational Conditions, IOP Conference Series: Earth and Environmental Science, 2020
A Khumaidi, Imam Sutrisno, Ii Munadhif, I Aswin, R Nasyith Hananur, Analisis Tingkat Akurasi Tegangan Output Auto Boost Converter Menggunakan Metode Fuzzy Logic pada Photo Voltaic, Seminar MASTER PPNS, 2018
Imam Sutrisno, Edy Prasetyo Hidayat, Ardiansyah Ardiansyah, Agus Dwi Santoso, Daviq Wiratno, Ari Wibawa Budi Santosa, Riries Rulaningtyas, Seminar MASTER PPNS, 2018
Imam Sutrisno, Chi Che, Jinglu Hu, Quasi-ARX NN Based Adaptive Control Using Improved Fuzzy Switching Mechanism for Nonlinear Systems, 19th International Symposium on Artificial Life and Robotics (AROB 19th'2014) (Bepu)
Agus Dwi Santoso, Ferry Budi Cahyono, Brendi Prahasta, Imam Sutrisno, Agus Khumaidi, Development of PCB Defect Detection System Using Image Processing With YOLO CNN Method, International Journal of Artificial Intelligence Research, 2022
Iskandar Iskandar, Dewa Pamungkas, Imam Sutrisno, Afif Zuhri Arfianto, Ari Wibawa Budi Santosa, Iie Suwondo, Prototype of Bridge Navigational Watch Alarm System Equipped Obstacle Warning System Based on Image Processing and Real-Time Tracking, International Journal of Marine Engineering Innovation and Research, 2022
I Sutrisno, MB Ramat, R Indarti, AWB Santosa, Analysis static load to strength a Ship-RUV structure using finite element method, IOP Conference Series: Materials Science and Engineering, 2021
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