Maximum Power Point Tracking of Wind Energy Conversion System using Fuzzy- Cuckoo Optimization Algorithm Strategy
Authors
Abstract:
Nowadays the position of the renewable energy is so important because of the environment pollution and the limitation of fossil fuels in the world. Energy can be generated more and more by the renewable sources, but the fossil fuels are non-renewable. One of the most important renewable sources is the wind energy. The wind energy is an appropriate alternative source of fossil fuel. The replacement rate of renewable energy to fossil fuels is rising, although the production cost is higher than fossil fuels. To further reduce cost of wind production, many methods have been proposed. One of the suitable approaches is the maximum power point tracking strategy. In this paper, a new intelligent maximum power point tracker called Fuzzy- Cuckoo strategy for small- scale wind energy conversion systems is proposed. The maximum power point tracker proposed uses measured wind speed to detect the maximum output power and its respective optimal rotational speed. The main contribution of the proposed approach is to exactly track the maximum power point, so the output power fluctuations captured by wind turbine are less than conventional approaches. The simulations are performed in MATAL/SIMULINK software. The superiority of the proposed approach is validated in two situations, low and rapid changes in wind speed. The maximum power point of wind energy conversion systems can be tracked by the proposed approach in any situation. The higher accuracy of the Fuzzy- cuckoo strategy than the conventional trackers is another advantage of the proposed approach.
similar resources
maximum power point tracking of wind energy conversion system using fuzzy- cuckoo optimization algorithm strategy
nowadays the position of the renewable energy is so important because of the environment pollution and the limitation of fossil fuels in the world. energy can be generated more and more by the renewable sources, but the fossil fuels are non-renewable. one of the most important renewable sources is the wind energy. the wind energy is an appropriate alternative source of fossil fuel. the replacem...
full textImprovement of perturb and observe method for maximum power point tracking in wind energy conversion system using fuzzy controller
One of the main problems in wind energy conversion system (WECS) is how to achieve maximum output power in different wind speeds. Maximum methods for maximum power point tracking in wind energy conversion systems require the knowledge of system characteristics and mechanic sensors. So, using these methods practically will follow with high price and an abundant difficulties. In this pape...
full textImprovement of perturb and observe method for maximum power point tracking in wind energy conversion system using fuzzy controller
One of the main problems in wind energy conversion system (WECS) is how to achieve maximum output power in different wind speeds. Maximum methods for maximum power point tracking in wind energy conversion systems require the knowledge of system characteristics and mechanic sensors. So, using these methods practically will follow with high price and an abundant difficulties. In this pape...
full textimprovement of perturb and observe method for maximum power point tracking in wind energy conversion system using fuzzy controller
one of the main problems in wind energy conversion system (wecs) is how to achieve maximum output power in different wind speeds. maximum methods for maximum power point tracking in wind energy conversion systems require the knowledge of system characteristics and mechanic sensors. so, using these methods practically will follow with high price and an abundant difficulties. in this paper, n...
full textT-S Fuzzy Direct Maximum Power Point Tracking of Wind Energy Conversion Systems
This paper presents the T-S fuzzy maximum power point tracking (MPPT) control for wind energy conversion systems. First, the T-S fuzzy model-based MPPT controller is developed to directly regulate the DC rectified voltage of the generator to the maximum power point voltage. The asymptotic MPPT control is guaranteed without measuring the wind speed and searching the maximum power point. Next, th...
full textNeuro Fuzzy Based Maximum Power Tracking Control Algorithm in Wind Energy Conversion Systems
Research Scholar, Centre for Information Technology and Engineering, M.S University, Tirunelveli, India Prof & Head, Department of ECE, Tamilnadu College of Engineering, Coimbatore ,India. Prof. & Head , Centre for Information Technology and Engineering, M.S University, Tirunelveli, India Sub-Divisional Engineer, BSNL, Nagercoil, Kanyakumari (DT), India. ( [email protected] , karthikn_m@hot...
full textMy Resources
Journal title
volume 02 issue 4
pages 195- 200
publication date 2013-09-01
By following a journal you will be notified via email when a new issue of this journal is published.
Hosted on Doprax cloud platform doprax.com
copyright © 2015-2023