Intelligent energy supply management system of industrial greenhouse using internet of things technologies

Authors

  • S. Shvorov National University of Life and Environmental Sciences of Ukraine image/svg+xml
  • O. Opryshko National University of Life and Environmental Sciences of Ukraine image/svg+xml
  • N. Pasichnyk National University of Life and Environmental Sciences of Ukraine image/svg+xml
  • A. Dudnyk National University of Life and Environmental Sciences of Ukraine image/svg+xml
  • V. Miroshnyk National University of Life and Environmental Sciences of Ukraine image/svg+xml
  • Y. Tsitsyurskii National University of Life and Environmental Sciences of Ukraine image/svg+xml
  • R. Polishchuk National University of Life and Environmental Sciences of Ukraine image/svg+xml

Abstract

The article presents an approach to the use of modern technologies of the Internet of Things to manage the energy supply processes of greenhouses, including, based on the use of biogas power plants, which is an urgent task today. The aim of the work is the development of an intelligent energy supply management system for an industrial greenhouse with the combined use of centralized sources of energy supply and local sources implemented on the basis of a biogas plant. To achieve the goal, the Cisco packet tracer software was used in the work, which is necessary for the formation of a "smart greenhouse complex", since this version includes numerous Internet of Things devices, which can be used to simulate a real greenhouse energy supply network. A feature of the system is the implementation of intelligent management of energy supply processes based on the use of production rules. The staff will be informed about the entire state of the greenhouse and biogas production complex via the IOT server, which the administration can control remotely via their smartphone. The article presents a simulation project of such a system, which is performed using a visual simulation tool called Cisco package Tracer. System management is organized using a special management module adapted to Internet of Things solutions, which can receive information not only from sensors, but also from web services. The control module allows you to implement complex scenarios, which is critically important based on the consideration of the biological component of greenhouse management objects. Flexibility and scalability are the two main characteristics of the presented prototype "complex based on a smart greenhouse", since devices and services can be changed, added or removed. Scalability is tested by adding new systems, which can be done in simulation mode.

Key words: Internet of things, greenhouse, alternative energy supply of the complex

References

D. A. Meza-Carhuamaca, M. V. Gavilan-Quispe, E. F. Zevallos-Jara and E. N. Gabriel-Campos (2023). "Automated Biogas Production for Electricity Supply at CEPAP," 2023 6th International Conference on Robotics, Control and Automation Engineering (RCAE), Suzhou, China, 470-476, doi: 10.1109/RCAE59706.2023.10398829.

M. Spodoba and O. Spodoba (2023). "Mathematical Model of Changes in Energy Costs for Thermostabilization of the Substrate and Objects in a Biogas Reactor," 2023 IEEE 5th International Conference on Modern Electrical and Energy System (MEES), Kremenchuk, Ukraine, 1-6, doi: 10.1109/MEES61502.2023.10402431.

S. A. Shvorov, N. A. Pasichnyk, O. A. Opryshko, D. S. Komarchuk, A. O. Dudnyk and F. V. Hluhan (2022). "The Methodological Foundations of Building an Energy Efficient Community," 2022 IEEE 16th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), Lviv-Slavske, Ukraine, 297-300, doi: 10.1109/TCSET55632.2022.9766956.

P. Onu, C. Mbohwa and A. Pradhan (2023). "Artificial intelligence-based IoT-enabled biogas production," 2023 International Conference on Control, Automation and Diagnosis (ICCAD), Rome, Italy, 1-6, doi: 10.1109/ICCAD57653.2023.10152349.

S. V. Akram and A. Joshi (2022). "IoT based Intelligent Cattle Shed Management," 2022 International Interdisciplinary Humanitarian Conference for Sustainability (IIHC), Bengaluru, India, 628-632, doi: 10.1109/IIHC55949.2022.10060386.

S. A. Tanveer, N. M. S. Sree, B. Bhavana and D. H. Varsha (2022). "Smart Agriculture System using IOT," 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), Sonbhadra, India, 482-486, doi: 10.1109/AIC55036.2022.9848948.

O. K. T. AL sultan and A. R. Suleiman (2021). "Simulation of IoT Web-based Standard Smart Building Using Packet Tracer," 2021 7th International Engineering Conference “Research & Innovation amid Global Pandemic" (IEC), Erbil, Iraq, 48-53, doi: 10.1109/IEC52205.2021.9476125.

B. Ratnala, T. Anuradha, V. Maddali and H. V. Chintalapudi (2023). "Designing Smart Room Using Cisco Packet Tracer Simulator," 2023 5th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 183-188, doi: 10.1109/ICSSIT55814.2023.10061048.

Published

2024-08-10

Issue

Section

Статті