A Wirelessly Controlled Robot-based Smart Irrigation System by Exploiting Arduino
DOI:
https://doi.org/10.18196/jrc.2148Keywords:
Smart Irrigation, Real-Time Automation, Solar, Photovoltaic (PV), Crops, Soil.Abstract
In recent years, because of the limitations of fossil fuels and emissions resulting from the use of photovoltaic cells increase. Due to the changing state of the sun, solar cells must follow the sun's radiation to receive more energy. But, in this research, the modeling and analysis of the solar tracking system were carried out to obtain the optimal angle in photovoltaic systems for generating maximum power using genetic algorithm (GA). In this paper, the control system is proposed by the GA genetic algorithm that optimizes the output energy of the PV system by adjusting the spatial angles of the solar panel in both vertical and horizontal axes. In this method, without the need for additional hardware, the optimal panel position angles are calculated by using the Matlab software to capture the most sun and maximize output energy. The main advantage is that the system operates discretely during operation and losses are reduced, as well as in the clouds, solar radiation is received and the output energy rises. The important results of this study can be the system is optimized, the output power of the photovoltaic system in a fixed array mode increases by 15.85%.References
Hernandez, Norma Alicia Gonzalez, Mario Erik Torres Gutierrez, Juan Antonio Chavez Murga, and Hussein Maloof Flores. "Remote controlled electrically independent irrigation system." U.S. Patent Application 14/995,287, filed June 22, 2017.
Haule, Joseph, and Kisangiri Michael. "Deployment of wireless sensor networks (WSN) in automated irrigation management and scheduling systems: a review." In Proceedings of the 2nd Pan African International Conference on Science, Computing and Telecommunications (PACT 2014), pp. 86-91, Arusha, 2014.
Rai, Mahendra, Dnyaneshwar Rathod, Gauravi Agarkar, Mudasir Dar, Marian Brestic, Glaucia Maria Pastore, and Mario Roberto Marostica Junior. "Fungal growth promotor endophytes: a pragmatic approach towards sustainable food and agriculture." Symbiosis 62, no. 2, pp. 63-79, 2014.
Ariffin, M. Ruzaimi, S. Shafie, W. Z. W. Hassan, N. Azis, and M. Effendy Ya'acob. "Conceptual design of hybrid photovoltaic-thermoelectric generator (PV/TEG) for Automated Greenhouse system." In 2017 IEEE 15th Student Conference on Research and Development (SCOReD), pp. 309-314. IEEE, 2017.
Vellidis, George, Michael Tucker, Calvin Perry, Craig Kvien, and C. Bednarz. "A real-time wireless smart sensor array for scheduling irrigation." Computers and electronics in agriculture 61, no. 1 (2008): 44-50.
Qiuming, Kuang, Zhao Yandong, and Bai Chenxiang. "Automatic monitor and control system of water saving irrigation." Transactions of the Chinese Society of Agricultural Engineering 2007, no. 6 (2007).
Wójtowicz, Marek, Andrzej Wójtowicz, and Jan Piekarczyk. "Application of remote sensing methods in agriculture." Communications in Biometry and Crop Science 11, no. 1 (2016): 31-50.
Agaian, Sos, and Mehdi Roopaei. "Method and systems for thermal image/video measurements and processing." U.S. Patent Application 14/533,061, filed August 27, 2015.
European Commission, “Report on the Public Consultation on IoT Governance,” 2015. http://ec.europa.eu/information_society/newsroom/cf/dae/document.cfm?doc_id=1746.
A. U. Rehman, R. M. Asif, R. Tariq and A. Javed, "Gsm based solar automatic irrigation system using moisture, temperature and humidity sensors," 2017 International Conference on Engineering Technology and Technopreneurship (ICE2T), Kuala Lumpur, 2017, pp. 1-4.
Yang, Yanjiang, Haibin Cai, Zhuo Wei, Haibing Lu, and Kim-Kwang Raymond Choo. "Towards lightweight anonymous entity authentication for IoT applications." In Australasian conference on information security and privacy, pp. 265-280. Springer, Cham, 2016.
Yang, Yanjiang, Jiqiang Lu, Kim-Kwang Raymond Choo, and Joseph K. Liu. "On lightweight security enforcement in cyber-physical systems." In Lightweight Cryptography for Security and Privacy, pp. 97-112. Springer, Cham, 2015.
Nandurkar, S. R., V. R. Thool, and R. C. Thool. "Design and development of precision agriculture system using wireless sensor network." In 2014 First International Conference on Automation, Control, Energy and Systems (ACES), pp. 1-6. IEEE, 2014.
Gutiérrez, Joaquín, Juan Francisco Villa-Medina, Alejandra Nieto-Garibay, and Miguel Ángel Porta-Gándara. "Automated irrigation system using a wireless sensor network and GPRS module." IEEE transactions on instrumentation and measurement 63, no. 1 (2013): 166-176.
Kumari, G. Meena, and Dr V. Devi. "Real Time Automation and Monitoring System for Modernized Agriculture." International Journal of Review & Research in Applied Sciences and Engineering vol3 (2013).
Kim, Yunseop, Robert G. Evans, and William M. Iversen. "Remote sensing and control of an irrigation system using a distributed wireless sensor network." IEEE transactions on instrumentation and measurement 57, no. 7 (2008): 1379-1387.
Wang, Qiang, Andreas Terzis, and Alex Szalay. "A novel soil measuring wireless sensor network." In 2010 IEEE Instrumentation & Measurement Technology Conference Proceedings, pp. 412-415. IEEE, 2010.
Yoo, Seong-eun, Jae-eon Kim, Taehong Kim, Sungjin Ahn, Jongwoo Sung, and Daeyoung Kim. "A 2 S: automated agriculture system based on WSN." In 2007 IEEE International Symposium on Consumer Electronics, pp. 1-5. IEEE, 2007.
Arampatzis, Th, John Lygeros, and Stamatis Manesis. "A survey of applications of wireless sensors and wireless sensor networks." In Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005., pp. 719-724. IEEE, 2005.
Suma, N., Samson, S.R., Saranya, S., Shanmugapriya, G. and Subhashri, R., 2017. IOT based smart agriculture monitoring system. International Journal on Recent and Innovation Trends in computing and communication, 5(2), pp.177-181.
Rukhmode, Sandip, Gayatri Vyavhare, Sharda Banot, Abhilash Narad, and R. M. Tugnayat. "IOT based agriculture monitoring system using wemos." In International Conference On Emanations in Modern Engineering Science and Management, pp. 14-19. 2017.
Liu, Hui, Zhijun Meng, and Shuanghu Cui. "A wireless sensor network prototype for environmental monitoring in greenhouses." In 2007 International Conference on Wireless Communications, Networking and Mobile Computing, pp. 2344-2347. IEEE, 2007.
Mekala, Mahammad Shareef, and P. Viswanathan. "A Survey: Smart agriculture IoT with cloud computing." In 2017 international conference on microelectronic devices, circuits and systems (ICMDCS), pp. 1-7. IEEE, 2017.
Sartori, Davide, and Davide Brunelli. "A smart sensor for precision agriculture powered by microbial fuel cells." In 2016 IEEE Sensors Applications Symposium (SAS), pp. 1-6. IEEE, 2016.
Gayatri, M. K., J. Jayasakthi, and GS Anandha Mala. "Providing Smart Agricultural solutions to farmers for better yielding using IoT." In 2015 IEEE Technological Innovation in ICT for Agriculture and Rural Development (TIAR), pp. 40-43. IEEE, 2015.
Abdullah, Aalaa, Shahad Al Enazi, and Issam Damaj. "AgriSys: A smart and ubiquitous controlled-environment agriculture system." In 2016 3rd MEC International Conference on Big Data and Smart City (ICBDSC), pp. 1-6. IEEE, 2016.
Channe, Hemlata, Sukhesh Kothari, and Dipali Kadam. "Multidisciplinary model for smart agriculture using internet-of-things (IoT), sensors, cloud-computing, mobile-computing & big-data analysis." Int. J. Computer Technology & Applications 6, no. 3 (2015): 374-382.
Roopaei, Mehdi, Paul Rad, and Kim-Kwang Raymond Choo. "Cloud of things in smart agriculture: Intelligent irrigation monitoring by thermal imaging." IEEE Cloud computing 4, no. 1 (2017): 10-15.
Mekala, Mahammad Shareef, and P. Viswanathan. "A Survey: Smart agriculture IoT with cloud computing." In 2017 international conference on microelectronic devices, circuits and systems (ICMDCS), pp. 1-7. IEEE, 2017.
Bandara, A. G. N., B. M. A. N. Balasooriya, H. G. I. W. Bandara, K. S. Buddhasiri, M. A. V. J. Muthugala, A. G. B. P. Jayasekara, and D. P. Chandima. "Smart irrigation controlling system for green roofs based on predicted evapotranspiration." In 2016 Electrical Engineering Conference (EECon), pp. 31-36. IEEE, 2016.
Odat, Enas, Jeff S. Shamma, and Christian Claudel. "Vehicle classification and speed estimation using combined passive infrared/ultrasonic sensors." IEEE transactions on intelligent transportation systems 19, no. 5 (2017): 1593-1606.
J. Arshad et al., "A Novel Remote User Authentication Scheme by using Private Blockchain-Based Secure Access Control for Agriculture Monitoring," 2020 International Conference on Engineering and Emerging Technologies (ICEET), Lahore, Pakistan, 2020, pp. 1-9.
A. M. Furqan Durrani, A. U. Rehman, A. Farooq, J. A. Meo and M. T. Sadiq, "An Automated Waste Control Management System (AWCMS) by Using Arduino," 2019 International Conference on Engineering and Emerging Technologies (ICEET), Lahore, Pakistan, 2019, pp. 1-6, doi: 10.1109/CEET1.2019.8711844.
V. Gupta, "Working and analysis of the H - bridge motor driver circuit designed for wheeled mobile robots," 2010 2nd International Conference on Advanced Computer Control, Shenyang, 2010, pp. 441-444, doi: 10.1109/ICACC.2010.5486818.
Srisawang, A., S. Panaudomsup, and Y. Prempraneerach. "Comparison of EMI Performance of Full-Bridge and Half-Bridge Power Converter." In International Symposium on Nonlinear Theory and its Applications (NOLTA), Xi’an, PRC, pp. 203-306. 2002.
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