Automated Agricultural Greenhouse with PV Energy Using IoT-Based Monitoring System
Abstract
Keywords
Full Text:
PDFReferences
S. Navulur, A. Sastry, and M.N.G. Prasad, “Agricultural Management through Wireless Sensors and Internet of Things”, International Journal of Electrical and Computer Engineering (IJECE), DOI: 10.11591/ijece.v7i6.pp3492-3499, Vol. 7, No. 6, pp. 3492-3499, 2017.
P. Sutthiwaree, H. Lee, K. Kwak, S. Lee, and B. Kim, “The Situation Development route of greenhouse in Thailand and Republic of Korea”, Thai Agric.Res.J., DOI: 10.14456/thaidoa-agres.2020.8, Vol. 38, No. 1, pp. 90–108, Apr. 2020.
L. Hui, Z. Meng, and S. Cui. “A wireless sensor network prototype for environmental monitoring in greenhouses”, 2007 International Conference on Wireless Communications, Networking and Mobile Computing, pp. 2344-2347. IEEE, 2007.
W. Chansrakoo, N. Jiracheewee, S. Parnthon, W. Kupawanichapong, S. Amaroek, R. Konchom, W. Tongtaksin, “Development of prototype greenhouse for off-season cultivation of Curcuma alismatifolia Gagnep”, Proceedings of the 10th National Horticultural Congress 2011: Hort for wealth and well-being, Bangkok, 2011, pp. 79.
Namchanhom, T. and A. Seripattananon, “PLC-based automatic control system of temperature and relative humidity in soilless culture greenhouse with an evaporative cooling system and fogging system”, EAU Heritage Journal Science and Technology, Vol. 8, No. 1, January-June, 2014, pp. 98-111.
P. Arunjit, N. Kodkla, and P. Wengchanda, “The auto controlled and monitored greenhouse through network system”, The16th TSAE National Conference and the 8th TSAE International Conference, 2015, pp.454-458.
A.A. Jaber, A.A.F.K.I Al-Mousawi, and H.S. Jasem, “Internet of things based industrial environment monitoring and control: a design approach,” International Journal of Electrical and Computer Engineering (IJECE), DOI: 10.11591/ijece.v9i6.pp4657-4667. Vol. 9, No. 6, pp. 4657-4667, Dec. 2019.
J. Pitakphongmetha, N. Boonnam, S. Wongkoon, T. Horanont, D. Somkiadcharoen, J. Prapakornpilai, “Internet of things for planting in smart farm hydroponics style”, 2016 International Computer Science and Engineering Conference (ICSEC) 2016, Dec 14, 2016, pp. 1-5.
R. Ranokpanuwat, “Greenhouse Hydroponics Automation System using IoT technology and Deep Learning tool,” JIST, DOI: 10.14456/jist.2018.8, Vol. 8, No. 2, pp. 74–82, Dec. 2018.
U. Bophimai, N. Lonkunthos, A. Wannakayont, and T. Sittichantasen, “Development of organic intelligent technology system”, Mahachula Nakkathat Journal, Vol. 7, No. 11, pp.63-78, Nov. 2020.
P. Srinil, T. Puangsuwan, U. Buatoom, and S. Kunjet, “Automatic Control System Application for Melon Growth in Greenhouse Using IoT and Fuzzy Control”, Kmitl_SciJ, Vol. 30, No. 2, pp. 74–89, Jul. 2021.
L.Q. Abdul, and S. Suharjito, “Smart agriculture for optimizing photosynthesis using internet of things and fuzzy logic”, International Journal of Electrical and Computer Engineering (IJECE), DOI: 10.11591/ijece.v12i5.pp5467-5480, Vol. 12, No. 5, pp. 5467-5480, Oct. 2022.
N. Pornsuwancharoen, M. Tasakorn, N. Yotanak, M. I. Cagirgan, and A. Jaratthanaworapat, “Determination of the Efficiency of Cannabis Cultivation Using Pink LED Light and a Small Greenhouse Controlled via the Internet of Things”, JCHH. Rmuti, Vol. 1, No. 1, pp 16–26, April 2022.
B. Sookananta, M. Pusayatanont, T. Camharn, N. Pisurach, A. Chaothai, “Development of greenhouse and monitoring system using IoT”, Journal of Engineering and Innovation, Vol. 14, No. 3, pp. 132-143, 2022.
T. Arisariyawong, P. Chantanamatta, T. Wongamrest, C. Karawan, “Automatic Control System for Organic Greenhouse”, SWU (JS&T),, Vol. 13, No. 25, pp 52-63, 2021.
K. Kosum, K. Phuttachart, K. Wutthisingchai, T. Deebang, W. Khamphimai, W. Komprommarat, A. Leesombut, V. Wangkuanklang, and D. Kogphimai. “Development of Environmental Control System within a Greenhouse for Households”, RMUTI JOURNAL Science and Technology, Vol. 15, No. 2, pp. 52-68, Feb. 2022.
M.M. Islam, M.K. Kashem, and J. Uddin, “An internet of things framework for real-time aquatic environment monitoring using an Arduino and sensors”, International Journal of Electrical and Computer Engineering (IJECE), DOI: 10.11591/ijece.v12i1.pp826-833, Vol. 12, No. 1, pp. 826-833, Feb. 2022.
Government News. “Cabinet gives nod to State Enterprise Development Plan (2023-2027)”, Royal Thai Government. 2022. https://www.thaigov.go.th/news/contents/details/60926 (accessed Apr. 24, 2023).
C. Jones, P. Pimdee, “Innovative ideas: Thailand 4.0 and the fourth industrial revolution. Asian International”, Journal of Social Sciences, DOI: 10.29139/aijss.20170101, Vol. 17, No. 1, pp. 4-35, Jan. 2017.
Download solar resource maps and GIS data for 200+ countries and regions. “Solar resource maps of Thailand”, Solargis. 2023. https://solargis.com/maps-and-gis-data/download/thailand (accessed May. 1, 2023).
S. Alturaiki and Z. Salameh, “Emulation for de-rating and degradation/turbidity factors effects on PV module”, 2016 IEEE Power and Energy Society General Meeting (PESGM), Boston, MA, USA, 2016, pp. 1-5, DOI: 10.1109/PESGM.2016.7742065.
R. M. Fadilla, N. Ismail, T. D. Rachmildha and I. N. A., “Supervisory System for On-Grid Solar Power Plant”, 2022 FORTEI-International Conference on Electrical Engineering (FORTEI-ICEE), Riau, Indonesia, 2022, pp. 1-5, DOI: 10.1109/FORTEI-ICEE57243.2022.9972921.
F. Adriani, and T. K. Agung, “IoT System for Household Electrical Appliance Monitoring and Control”, 2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP), Jakarta, Indonesia, 2022, pp. 244-248, DOI: 10.1109/ICT-PEP57242.2022.9988853.
Rashid, M., & Hasan, M. (2018). “Simulation based Energy and Cost Optimization for Home Users in a Community Smart Grid”, International Journal of Renewable Energy Research-IJRER, Vol. 8, No. 3, pp. 1281-1287 , DOI: 10.20508/ijrer.v8i3.7652.g7427, Sep. 2018.
N. M. Khoa, L. V. Dai ,N. A. Toan, and D. D. Tung, “A New Design of IoT-Based Network Architecture for Monitoring and Controlling Power Consumption in Distribution Grids”, International Journal of Renewable Energy Research-IJRER. DOI: 10.20508/ijrer.v11i3.12337.g8293, Vol. 11, No. 3, pp. 1460 -1468, Sep. 2021.
A. Prabadinata, and S. Nico, “Smart hydroponic based on nutrient film technique and multistep fuzzy logic”, International Journal of Electrical and Computer Engineering (IJECE), DOI: 10.11591/ijece.v12i3.pp3146-3157, Vol. 12, No. 3, pp. 3146 – 3157, Jun. 2022.
L. Ravi,D. Mohamed, S. K. Selvaperumal, and A. Raed, “Automated Smart Hydroponics System using Internet of Things”, International Journal of Electrical and Computer Engineering (IJECE), DOI: 10.11591/ijece.v10i6.pp6389-6398, Vol. 10, No. 6, pp. 6389 - 6398, Dec, 2020.
M. Fuangthong and P. Pramokchon, “Automatic control of electrical conductivity and PH using fuzzy logic for hydroponics system”, 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), Phayao, Thailand, 2018, pp. 65-70, DOI: 10.1109/ICDAMT.2018.8376497.
A. Khudoyberdiev, S. Ahmad, I. Ullah, and D. Kim, “An Optimization Scheme Based on Fuzzy Logic Control for Efficient Energy Consumption in Hydroponics Environment”, Energies, DOI: 10.3390/en13020289, Vol. 13, No. 289, pp 1-27, Jan. 2020.
J. Bambara and A. K. Athienitis, “Energy and economic analysis for the design of greenhouses with semi-transparent photovoltaic cladding”, Renewable Energy, DOI: 10.1016/j.renene.2018.08.020, Vol. 131, pp. 1274–1287, Feb. 2019.
A. Yano, and M. Cossu, “Energy sustainable greenhouse crop cultivation using photovoltaic technologies”, Renewable and Sustainable Energy Reviews, DOI: 10.1016/j.rser.2019.04.026, Vol. 109, pp. 116-137, May. 2019.
M. Fuangthong and P. Pramokchon, “Automatic control of electrical conductivity and PH using fuzzy logic for hydroponics system”, 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), Phayao, Thailand, 2018, pp. 65-70, DOI: 10.1109/ICDAMT.2018.8376497.
D. Yolanda, L. Arief, T. A. Sundara, M. Deza and D. Oktavia, “Control of Electrical Conductivity for NFT Hydroponic Systems using Fuzzy Logic and Android Environment”, 2018 International Conference on Information Technology Systems and Innovation (ICITSI), Bandung, Indonesia, 2018, pp. 508-514, DOI: 10.1109/ICITSI.2018.8695923.
H. Zhao, Y. Cui, F. Yang, R. Yang, D. Pan, and L. Zhao, “Design of the facility vegetable environment monitor system of greenhouse based on Internet of Things”, Proc. 2nd World Conf. Mech. Eng. Intell. Manuf. (WCMEIM), Nov. 2019, pp. 752–755.
S. M. Rezvani, H. Z. Abyaneh, R. R. Shamshiri, S. K. Balasundram, V. Dworak, M. Goodarzi, and B. Mahns, “IoT-based sensor data fusion for determining optimality degrees of microclimate parameters in commercial greenhouse production of tomato”, Sensors, DOI: 10.3390/s20226474, Vol. 20, No. 6474, pp. 1-31, Nov. 2022.
R. R. Shamshiri, I. V. H. E. Bojic, S. K. Balasundram, V. Dworak, M. Sultan, and C. Weltzien, “Model-based evaluation of greenhouse microclimate using IoT-sensor data fusion for energy efficient crop production”, Journal of Cleaner Production., Vol. 263, No. 121303, Aug, 2020.Journal of Cleaner Production, 263, p.121303.
X. Wang, “Research and design of intelligent monitoring system for greenhouse based on Internet of Things”, 4th International Conference on Information Systems and Computer Aided Education, pp. 2154–2157, Sep, 2021.
M. Akhtar, M. Hussain, J. Arshad, and M. Ahmad, “User authentication scheme for greenhouse remote monitoring system using WSNs/IoT”, Proc. 3rd Int. Conf. Future Netw. Distrib. Syst., Jul. 2019, pp. 1–8.
M. H. Liang, Y. F. He, L. J. Chen, and S. F. Du, ‘‘Greenhouse environment dynamic monitoring system based on WiFi”, IFAC-Papersonline, DOI: 10.1016/j.ifacol.2018.08.108, Vol. 51, No. 17, pp. 736–740, 2018.
I. W. W. Fibriani, A. B. Satriya, and P. Ciptaning, “ Analisa system monitoring greenhouse Berbasis Internet of Things (IoT) pada Jaringan 4G LTE”, Forum Pendidikan Tinggi Elektro Indonesia Regional VII Indonesia: Seminar Nasional Fortei, 7-3 Sep. 2020.
R. R. Shamshiri et al., “Greenhouse Automation Using Wireless Sensors and IoT Instruments Integrated with Artificial Intelligence”, Next-Generation Greenhouses for Food Security, DOI: 10.5772/intechopen.97714, Jun. 16, 2021.
DOI (PDF): https://doi.org/10.20508/ijrer.v13i4.14228.g8836
Refbacks
- There are currently no refbacks.
Online ISSN: 1309-0127
Publisher: Gazi University
IJRER is cited in SCOPUS, EBSCO, WEB of SCIENCE (Clarivate Analytics);
IJRER has been cited in Emerging Sources Citation Index from 2016 in web of science.
WEB of SCIENCE in 2025;
h=35,
Average citation per item=6.59
Last three Years Impact Factor=(1947+1753+1586)/(146+201+78)=5286/425=12.43
Category Quartile:Q4