APIARY MONITORING AND AUTOMATION IOT SYSTEM

2022;
: pp. 24-29
Автори:
1
Lviv Polytechnic National University
2
Lviv Polytechnic National University

A system of remote monitoring and automation apiary has been developed. This is a low-cost and scalable solution designed for deployment in distant rural areas. An unconventional solution is applying the industrial standard Modbus protocol to transfer data from the hives to a central server. This made it possible to reduce the cost of the system and standardize it. Monitoring the temperature and humidity inside the hives is important for analyzing the condition of bee colonies. The automation of the temperature and humidity control process is implemented based on a fuzzy model of the servo drive of the hive door.

[1] I. Z. Ochoa, S. Gutierrez and F. Rodríguez, "Internet of Things: Low-Cost Monitoring BeeHive System using Wireless Sensor Network," 2019 IEEE International Conference on Engineering Veracruz (ICEV), 2019, pp. 1- 7, DOI: 10.1109/ICEV.2019.8920622.
https://doi.org/10.1109/ICEV.2019.8920622
[2] W. Hong, B. Xu, X. Chi, X. Cui, Y. Yan, and T. Li, "Long-Term and Extensive Monitoring for Bee Colonies Based on Internet of Things," in IEEE Internet of Things Journal, vol. 7, no. 8, pp. 7148-7155, Aug. 2020, DOI: 10.1109/JIOT.2020.2981681.
https://doi.org/10.1109/JIOT.2020.2981681
[3] Debauche, O.; El Moulat, M.; Mahmoudi, S.; Boukraa, S.; Manneback, P.; Lebeau, F. Web monitoring of bee health for researchers and beekeepers based on the internet of things. Procedia Comput. Sci. 2018, 130, 991-998, https://doi.org/10.1016/j.procs.2018.04.103.
https://doi.org/10.1016/j.procs.2018.04.103
[4] Zacepins, A.; Kviesis, A.; Pecka, A.; Osadcuks, V. Development of Internet of Things concept for Precision bee-keeping. In Proceedings of the 2017 18th International Carpathian Control Conference (ICCC), Sinaia, Romania, 28-31 May 2017; pp. 28-31, DOI: 10.1109/carpathiancc.2017.7970365.
https://doi.org/10.1109/CarpathianCC.2017.7970365
[5] W. Hong, B. Xu, X. Chi, X. Cui, Y. Yan, and T. Li, "Long-Term and Extensive Monitoring for Bee Colonies Based on Internet of Things," in IEEE Internet of Things Journal, vol. 7, no. 8, pp. 7148-7155, Aug. 2020, DOI: 10.1109/JIOT.2020.2981681.
https://doi.org/10.1109/JIOT.2020.2981681
[6] W. -S. Chen, C. -H. Wang, J. -A. Jiang and E. -C. Yang, "Development of a monitoring system for honeybee activities," 2015 9th International Conference on Sensing Technology (ICST), 2015, pp. 745-750, DOI: 10.1109/ICSensT.2015.7438495.
https://doi.org/10.1109/ICSensT.2015.7438495
[7] S. Cecchi, S. Spinsante, A. Terenzi, and S. Orcioni. 2020. "A Smart Sensor-Based Measurement System for Advanced Bee Hive Monitoring" Sensors 20, no. 9: 2726. https://doi.org/10.3390/s20092726
https://doi.org/10.3390/s20092726
[8] V. Komasilovs, A. Zacepins, A. Kviesis, S. Fiedler and S. Kirchner. 2019. "Modular sensory hardware and data processing solution for the implementation of the precision beekeeping", Agronomy Research, 17(2), 509- 517, https://doi.org/10.15159/ar.19.038
[9] H.F. Abou-Shaara, A.A. Owayss, Y.Y. Ibrahim, et al. A review of impacts of temperature and relative humidity on various activities of honey bees, Insect. Soc. 64, 455-463 (2017). https://doi.org/10.1007/s00040-017-0573-8
https://doi.org/10.1007/s00040-017-0573-8
[10] A. Zacepins, Application of bee hive temperature measurements for recognition of bee colony state. In Proc. 5th Int. Sc. Conf. on Appl. Inform. and Comm. Techn., Jelgava, Latvia, 26-27 April 2012; pp. 216-221, http://aict.itf.llu.lv/files/rakstkraj/proceedings_aict2012.pdf.
[11] A. Robles-Guerrero, T. Saucedo-Anaya, E. GonzálezRamérez, C. Galván-Tejada, Frequency Analysis of Honey Bee Buzz for Automatic Recognition of Health Status: A Preliminary Study. Res. Comput. Sci. 2017, 142, 89-98, doi: 10.13053/rcs-142-1-9.
https://doi.org/10.13053/rcs-142-1-9
[12] F. E. Murphy, M. Magno, P. Whelan, and E. P. Vici, "b+WSN: Smart beehive for agriculture, environmental, and honey bee health monitoring - Preliminary results and analysis," 2015 IEEE Sensors Applications Symposium (SAS), 2015, pp. 1-6, DOI: 10.1109/SAS.2015.7133587.
https://doi.org/10.1109/SAS.2015.7133587
[13] Arnia: Remote Beehive Monitoring, [Online]. Available: https://www.arnia.co/
[14] Raspberry Pi Documentation, [Online]. Available: https://www.raspberrypi.com/documentation/
[15] Arduino Pro Mini, [Online]. Available: https://doc.arduino.ua/ru/hardware/ProMini
[16] Modbus tools, [Online]. Available: https://www. modbustools.com/modbus.html
[17] Initial notes on using MAX485-based TTL-to-RS485 adapter boards with Arduino or Raspberry Pi, [Online]. Available: https://techsparx.com/energy-system/modbus/ max485-ttl-to-rs485-adapters.html
[18] Flask, web development, [Online]. Available: https:// flask.palletsprojects.com/en/2.2.x/
[19] Fuzzy Logic Toolbox, Design and simulate fuzzy logic systems, [Online]. Available: https://www.mathworks. com/products/fuzzy-logic.html
[20] E. Oertel, Relative Humidity and Temperature Within the Beehive, Journal of Economic Entomology, vol.42, iss.3, 01.06.1949, pp.528-531, https://doi.org/10.1093/jee/ 42.3.528.
https://doi.org/10.1093/jee/42.3.528