MODELING OF AN ADAPTIVE SYSTEM OF NEURO-FUZZY CONTROL OF A WIND POWER PLANT

Main Article Content

Аннотация:

Shamol energiyasini ommalashtirish orqali elektr energiyasini ishlab chiqarish tannarxini yanada pasaytirish muhim masalaga aylandi. O'zgaruvchan tezlikda shamol turbinasi ishlab chiqarish tizimini (WTGS) boshqarish samaradorligini oshirish uchun sensorsiz shamol tezligini taxmin qilish uchun ma'lumotlarga asoslangan Adaptiv Neyro-Fuzzy Inference System (ANFIS) ishlatilgan. Bundan tashqari, Nazoratni nazorat qilish va ma'lumotlarni yig'ish (SCADA) tizimiga asoslanib, amaliy ish jarayoni uchun maksimal energiya olishda optimal sozlash strategiyasi taklif qilindi. Nihoyat, yondashuvlarning samaradorligini ko'rsatadigan simulyatsiya amalga oshirildi.

Article Details

Как цитировать:

Rayan , A., & Anarboev, R. . (2024). MODELING OF AN ADAPTIVE SYSTEM OF NEURO-FUZZY CONTROL OF A WIND POWER PLANT. Евразийский журнал технологий и инноваций, 2(6), 203–209. извлечено от https://in-academy.uz/index.php/ejti/article/view/34674

Библиографические ссылки:

. Hindavi.com

. https://www.scirp.org/

. .International Energy Agency, “Offshore wind outlook 2019,” World Energy Outlook Special Report, International Energy Agency, 2019.

. “Technology Roadmap: Wind Energy,” International Energy Agency, 2009.

http://www.iea.org/publications/freepublications/publicati on/Wind_Roadmap.pdf

. Carlin P.W. The history and state of the art of variable-speed wind turbine technology/ P.W. Carlin, S. Laxson, E.B. Muljadi // Technical Report NREL/TP– 500–28607, National Renewable Energy Laboratory, U.S.A. –2001.

. Dawson M. H. Variable Length Wind Turbine Blade/ Dawson M. H., Lisa Barnet, Gibson Asuquo, Deborah Weems, Michael Schledorn, Marcus Farmer: Final Report DE-FG36-03GO13171. – 2006. – p.47.

. Martyanov A. S., Sirotkin E. A., Solomin E. V. Adaptive control over the permanent characteristics of a wind turbine // Procedia Engineering: International Conference on Industrial Engineering (ICIE-2015). — 2015. — С. 640—646.

. Martyanov A. S., Solomin E. V. Issues of windmill efficiency measurement in the field // Вопросы трансформации образования. — 2015. — С. 17—23.

. Solomin E. V., Kirpichnikova I. M., Martyanov A. S. Iterative Approach in Design and Development of Vertical Axis Wind Turbines // Applied Mechanics and Materials. Energy Systems, Materials and Designing in Mechanical Engineering Collection of selected, peer reviewed papers from the International Conference for Young Scientists ―ELECTRICAL ENGINEERING. ELECTROTECHNOLOGY. ENERGY‖, June 9-12. — 2015. — С. 92—95.

. Anderson М. В. An analysis of the aerodynamic forces on a variable geometry vertical axis wind turbine // Wind energy conversion 1983: Proc. of the 5th BWEA Wind Energy Conf. 1983. P. 27-29.

. Korobatov D. V., Martyanov A. S., Solomin E. V. Development of control algorithms in Matlab/Simulink // Procedia Engineering: International Conference on Industrial Engineering (ICIE-2015). — 2015. — С. 922—926.

. Maksimovic D., Stankovi’c A., Thottuvelil V., "Modeling and simulation of power electronic converters,"Proc. IEEE, vol. 89, pp. 898-912, 2001.

. International Electrotechnical Commission et al. IEC 61400-1: Wind turbines part 1: Design requirements // International Electrotechnical Commission. – 2005.

. Zhang J. et al. Pitch angle control for variable speed wind turbines //Electric Utility Deregulation and Restructuring and Power Technologies, 2008. DRPT 2008. Third International Conference on. – IEEE, 2008. – С. 2691- 2696.