Fuzzy control system of temperature regime for acetylene generator
DOI:
https://doi.org/10.15587/1729-4061.2014.20193Keywords:
fuzzy control system, system simulation, fuzzy controller, Simulink, acetylene generatorAbstract
Despite the widespread acetylene production by the carbide method, today there are still problems of controlling an acetylene generator, related to perturbations that act on the object. For improving the regulation quality a fuzzy control system of acetylene generator temperature regime is proposed in the paper. The fuzzy system includes a controller, designed in the Fuzzy Logic Toolbox, and using the triangular membership functions and the Mamdani’s fuzzy inference algorithm.
A mathematical model of the object was analytically obtained and given by a transfer function in the form of the first-order lag block with delay. Using the Simulink environment, the simulation and comparative analysis of the fuzzy control system and with PI controller was carried out.
The comparison of the integral performance index allows drawing the conclusion that the control system with a fuzzy controller has a smaller deviation from the predetermined value
References
- Леоненков, А. Ю. Нечеткое моделирование в среде Matlab и fuzzyTech [Текст] / А. Ю. Леоненков. – С.-Птб.: БХВ, 2003. – 720 с.
- Штовба, С. Д. Проектирование нечетких систем средствами MATLAB [Текст] / С. Д. Штовба – М.: Горячая Линия - Телеком, 2007. – 288 с.
- Chen, G. Fuzzy Modeling of Control Systems [Text] / G. Chen, T. T. Pham, J. J. Weiss // IEEE Transactions on Aerospace and Electrical Systems. – 1995. – Vol. 30. – P. 414–429.
- Круглов, В. В. Интеллектуальные информационные системы: компьютерная поддержка систем нечеткой логики и нечеткого вывода [Текст] / В. В. Круглов, М. И. Дли. – М.: Физматлит, 2002. – 198 с.
- Деменков, Н. П. Нечеткое управление в технических системах [Текст]: учеб, пособие / Н. П. Деменков. – М.: Изд-во МГТУ
- им. Н. Э. Баумана, 2005. – 200 с.
- Гостев, В. И. Нечеткие регуляторы в системах автоматического управления [Текст] / В. И. Гостев. – К.: «Радіоаматор», 2008. – 972 с.
- Chen, G. New design and stability analysis of fuzzy proportional-derivative control systems Systems [Text] / G. Chen, H. Li. Malki // IEEE Transactions on Fuzzy Systems. – 1994. – Vol. 2. – P. 345–354.
- Лебедев, Н. Н. Химия и технология основного органического и нефтехимического синтеза [Текст]: учеб / Н. Н. Лебедев. – М.: Химия, 1988. – 592 с.
- Антонов, В. Н. Производство ацетилена [Текст] / В. Н. Антонов, А. С. Лапидус. – М.: Химия, 1970. – 416 с.
- Дьяконов, В. П. Simulink 5/6/7 Самоучитель [Текст] / В. П. Дьяконов. – М.: ДМК-Пресс, 2008. – 784 с.
- Leonenkov, A. (2003). Fuzzy modeling in Matlab and fuzzyTech. St. PTB.: BHV, 720. ISBN 5-94157-087-2.
- Shtovba, S. (2007). Design fuzzy systems by MATLAB tools. Hot Line – Telecom, 288. ISBN: 5-93517-359 -X.
- Chen, G., Pham, T., Weiss, J. (1995). Fuzzy Modeling of Control Systems. IEEE Transactions on Aerospace and Electrical Systems, Vol. 30, 414-429.
- Kruglov, V. (2002). Intelligent information systems: computer support of fuzzy logic and fuzzy inference systems. Fizmatlit, 198.
- Demenkov, N. (2005). Fuzzy control in engineering systems. Publishing House of the MSTU, 200. ISBN 5-7038-2742-6.
- Gostev, V. (2008). Fuzzy controllers in automatic control systems. Radіoamator, 944-966. ISBN 978-966-96178-2-0.
- Malki, H., Li, H., Chen, G. (1994). New design and stability analysis of fuzzy proportional-derivative control systems. IEEE Trans, Vol. 2, 345-354.
- Lebedev, N. (1988). Chemistry and technology of basic organic and petrochemical synthesis. Khimiya, 592.
- Antonov, V. (1970). Production of acetylene. Khimiya, 416.
- Dyakonov, V. (2008). Simulink 5/6/7 Tutorial. DMK-Press, 784. ISBN 978-5-94074-423-8.
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Copyright (c) 2014 Анатолій Іванович Жученко, Дмитро Олександрович Ковалюк, Єлизавета Валеріївна Дзюба
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