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Methods for the Efficient Energy Management in a Smart Mini Greenhouse

Vasyl Teslyuk1,*, Ivan Tsmots1, Michal Gregus ml.2, Taras Teslyuk3, Iryna Kazymyra1
1 Department of Automated Control Systems, Lviv Polytechnic National University, Lviv, 79013, Ukraine
2 Faculty of Management, Comenius University in Bratislava, Bratislava, 25 82005, Slovakia
3 Department of Information Systems and Networks, Lviv Polytechnic National University, Lviv, 79013, Ukraine
* Corresponding Author: Vasyl Teslyuk. Email:

Computers, Materials & Continua 2022, 70(2), 3169-3187.

Received 29 April 2021; Accepted 15 June 2021; Issue published 27 September 2021


To solve the problem of energy efficiency of modern enterprise it is necessary to reduce energy consumption. One of the possible ways is proposed in this research. A multi-level hierarchical system for energy efficiency management of the enterprise is designed, it is based on the modular principle providing rapid modernization. The novelty of the work is the development of new and improvement of the existing methods and models, in particular: 1) models for dynamic analysis of IT tools for data acquisition and processing (DAAP) in multilevel energy management systems, which are based on Petri nets; 2) method of synthesis of DAAP tools in energy efficiency management information systems (EEMIS) of the enterprise which provides a reduction in hardware and time costs from 10% to 40%; 3) method of conflict-free data exchange determining the minimum memory speed for the synthesis of real-time exchanges, it reduces the cost and energy consumption; 4) method of calculating the signal of postsynaptic excitation of neural elements decreases the processing time of technological data two or more times. The proposed methods, models and tools have been tested while implementing the EEMIS of the intelligent mini-greenhouse, as a result, energy efficiency has increased by 12%–25% (depending on season and peculiarities of growing plants).


Energy efficiency management information system (EEMIS); data acquisition and processing (DAAP); industry 4.0; Petri nets; smart mini greenhouse

Cite This Article

V. Teslyuk, I. Tsmots, M. Gregus ml., T. Teslyuk and I. Kazymyra, "Methods for the efficient energy management in a smart mini greenhouse," Computers, Materials & Continua, vol. 70, no.2, pp. 3169–3187, 2022.

This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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