: pp. 26-31
Lviv Polytechnic National University, Ukraine
Lviv Polytechnic National University
University of Technology, Katowicе

This article reveals the problems of creating a monitoring system to assess the ecological state of the environment of the selected area. An information model of the system has been developed, which takes into account the parameters of air, surface water, and soil pollution. The main components of the system, including the logical model of the database, have been designed and implemented. To assess the state of the environment according to the selected pollution parameters, the fuzzy logic model is constructed.

[1] M. Kraft, “Judging the State of the Environment”, Environmental Policy and Politics, p.36-78, 2021. DOI: 10.4324/9781003106265
[2] N. Pasichnyk, D. Komarchuk, O. Opryshko, S. Shvorov, V. Reshetiuk and B. Oksana, "Technologies for Environmental Monitoring of the City", in Proc. IEEE 16th International Conference on the Experience of Designing and Application of CAD Systems (CADSM), Lviv, Ukraine, 2021, pp. 40-43. DOI: 10.1109/CADSM52681.2021.9385213
[3] Jhansi Rani, Shanmukhi Rama, Ranjith Kumar Marrikukkala, “An IoT Based Environment Monitoring System”, in Proc. 3rd International Conference on Intelligent Sustainable Systems ICISS, Coimbatore, India, 2020, pp.10-18. doi:10.1088/1757-899X/981/3/032025
[4] Organization of environmental monitoring [Online]. Available:
[5] N. Glibovytska, Yu. Mykhailiuk, “Phytoindication research in the system of environmental monitoring”, Scientific and practical journal "Environmental Sciences", p.111-114, 2020. DOI: 10.32846/2306-9716/
[6] A. Kazarian, V. Teslyuk, M. Tykhan, M. Mashevska, “Usage of saas software delivery model in intelligent house systems”, Przeglad Elektrotechniczny, 95(7), p.38–41, 2019. doi:10.15199/48.2019.07.09
[7] N. Zakas, A Short History. Professional JavaScript for Web Developers, 2nd ed., Wiley Publishing, 2009. [Online]. Available: 9780764579080-19centsegGEonar18

[8] J. Timothy, Fuzzy logic with engineering applications. 3rd ed, Wiley, 2010. doi:10.1002/9781119994374
[9] P. Cingolani, J. Alcala-Fdez, “Fuzzy logic: A Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming”, International Journal of Computational Intelligence Systems, vol.6, p.61-75, 2013. doi:10.1080/18756891.2013.818190

[10] A. Kazarian, V. Teslyuk, I. Tsmots, M. Mashevska, “Units and structure of automated smart house control system using machine learning algorithms”, in Proc. 14th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics, CADSM, Polyana, Svalyava, Ukraine, 2017, pp. 364–366. doi:10.1109/CADSM. 2017.7916151
[11] D. Lindenmayer, G. Likens, Effective Ecological Monitoring, CSIRO Publishing, 2018. DOI: 10.1111/j.1442- 9993.2012.02398.x

[12] M. Lersow, P. Waggett, “Environmental Monitoring, Disposal of All Forms of Radioactive Waste and Residues”, Springer, p.397-419, 2019. doi:10.1007/978-3-030- 32910-5_9

[13] M. Shukuya, “Global Environmental System Enfolding Built-Environmental Systems”, Bio-Climatology for Built Environment, p.358-383, 2019. doi:10.1201/9781315120362-12

[14] G. Santhosh, B. Dhanne, G. Upende, “Design and Implementation of IoT-Based Wireless Sensors for Ecological Monitoring System”, Intelligent Computing in Engineering, p.349-359, 2020. doi:10.1007/978-981-15-2780-7_39

[15] H. Hayat, T. Griffiths, “The State-of-the-Art of Sensors and Environmental Monitoring Technologies in Buildings”, Sensors, 19(17), p.36-48, 2019. DOI: 10.3390/s19173648

[16] I. Šećerov, D. Dolinaj, D. Pavić, “Environmental Monitoring Systems: Review and Future Development”, Wireless Engineering and Technology, no.10, p.1-18, 2019. DOI: 10.4236/wet.2019.101001

[17] D. Sharma, “Designing and Modeling Fuzzy Control Systems. International Journal of Computer Applications”, vol.16, no.1, p.46-53, 2011. doi:10.5120/1973-2644

[18] H. Vlie Software Engineering: Principles and Practice. John Wiley and Sons, 2000. [Online]. Available: