Evaluation of parametric and non-parametric methods for power curve modelling of wind turbines
MetadataShow full item record
The growing applications of wind power systems and their essential roles in renewable energy production require development of accurate methods for their parameter identification such as the wind turbine power curves. This paper evaluates and compares the parametric and non-parametric approaches for power curve modelling of wind turbine which is a very complicated and nonlinear function of different mechanical, electrical and metrological input parameters. In fact achieving a complete model that can accurately describe the turbine output characteristic is very difficult. However, there are different modelling techniques that could lead to have a better estimation of turbine generation model. In this paper, four different algorithms for modelling the output power of wind turbines in form of two strategies using two case studies will be developed and the results of different models will be compared. © 2015 Chamber of Electrical Engineers of Turkey.
Showing items related by title, author, creator and subject.
Darbyshire, James (2010)In the past five years, global interest regarding the development of renewable energy technologies has significantly increased. The conventional electric power generation methods sourced from fossil fuels is now problematic, ...
Roy, Sukanta; Branger, H.; Luneau, C.; Bourras, D.; Paillard, B. (2017)© 2017 ASME. The rapid shrinkage of fossil fuel sources and contrary fast-growing energy needs of social, industrial and technological enhancements, necessitate the need of different approaches to exploit the various ...
Banerjee, A.; Roy, Sukanta; Mukherjee, P.; Saha, U. (2014)Copyright © 2014 by ASME. Although considerable progress has already been achieved in the design of wind turbines, the available technical designs are not yet adequate to develop a reliable wind energy converter especially ...