Recurrent Analysis of Greenhouse Complex Time Series as a Complicated System

Electric Power Engineering & Control Systems
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Authors

First and Last Name Academic degree E-mail Affiliation
Dmytro Polishchuk No poli19poli94 [at] gmail.com National University of Life and Environmental Sciences
Kyiv, Ukraine
Vitaliy Lysenko Sc.D. lysenko [at] nubip.edu.ua National University of Life and Environmental Sciences
Kyiv, Ukraine
Maryna Hachkovska Ph.D. sm.nuft [at] gmail.com National University of Life and Environmental Sciences
Kyiv, Ukraine

I and my co-authors (if any) authorize the use of the Paper in accordance with the Creative Commons CC BY license

First published on this website: 15.09.2019 - 09:43
Abstract

In order to effectively manage the greenhouse complex, which is based on the synthesis of synergistic control strategies, it is necessary to conduct a number of experimental studies using nonlinear dynamics methods. In this paper a method based on the properties of a complex system – recurrence was used. This method of analysis is based on the representation of the control object properties in the form of geometric space-time structures.

Keywords
References

[1] Lysenko V. Intelligent Control System of Biotechnological Objects with Fuzzy Controller
and Information Channel Filtration Unit // V. Lysenko, A. Dudnyk, N. Zaets, D. Komarchuk,
T.Lendel and I. Yakymenko // PIC S&T`2018 International Scientific and Practical Conference
«Problems of Infocommunications. Science and Technology». - Kharkiv, 2018.
[2] Eckmann, J., Kamphorst, S., Ruelle, D. (2009). Recurrence Plots of Dynamical Systems.
Europhysics Letters, 5, 973 – 977.
[3] Kyshenko, V., Ladanyuk, A., Sych, M., Shkolna, O. (2016) Non-linear recurrent analysis of
the behavior of a complex technological object [Eastern-European Journal of Enterprise
Technologies]. Vol. 4, 2(82), 59–65.

[4] Vladymyrskyy, E., Ysmaylov, B. (2011). Synerhetycheskye methods haotycheskymy
control systems. ELM Baku, 240.

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Dima Polishchuk
Dima Polishchuk's picture
researcher

Introduction

Maintenance of technological parameters of complex control objects at optimal values in
conditions characterized by remoteness from the state of thermodynamic equilibrium and formation
of dissipative space-time structures is a topical issue at the present stage of development of
greenhouse complex automation systems [1, 2].
Handling of such objects is characterized by intermittence: alternation of determinancy,
stochasticity and randomness. The chaotic processes observed in the object handling and caused by
internal factors, in many cases play a constructive role in the adaptation of complex objects through
self-organization. To organize effective management based on the synthesis of control strategies not
forced, but topologically agreed resource-saving nature of the resonance action, it is necessary to
conduct a study of the greenhouse complex by the method of recurrent analysis.

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Sun, 09/15/2019 - 09:47
Myroslav Sabat
Myroslav Sabat's picture
reviewer, secretary

Dear Authors,

 

Your paper has been accepted!

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Thu, 10/17/2019 - 15:08