Synthesis of dynamic object control systems based on quantum calculation methods

Autor: Usmanov K.I., Yakubova N.S., Maksudova A.I., Islomova F.K., Ungbayeva D.U.
Jazyk: English<br />French
Rok vydání: 2024
Předmět:
Zdroj: E3S Web of Conferences, Vol 549, p 08012 (2024)
Druh dokumentu: article
ISSN: 2267-1242
DOI: 10.1051/e3sconf/202454908012
Popis: Globally, food sourcing and processing focuses on achieving energy and resource efficiency. It is necessary to create and further improve effective models and algorithms for the synthesis of a control system, considering the features of complex technological processes, nonlinearity, and uncertainty of data. In the complex fermentation process, the variability of enzyme characteristics in the substance over time and the lack of measurement capabilities require the use of algorithms that provide high accuracy and speed. In this context, quantum algorithms demonstrate the ability to rapidly address problems that resist algorithmic solutions, processing large amounts of data in a short time In this article, an algorithm and model for searching the optimal values of a quantum controller were developed based on a quantum computing approach. Additionally, the characteristics of process variables and transient states are investigated using the Matlab software package. According to the model results, the fermentation temperature deviation from the nominal value and the process energy consumption were reduced by 1.2% and 2.3% respectively.
Databáze: Directory of Open Access Journals