|
|
Journal of Renewable Energy and Environment، جلد ۶، شماره ۱، صفحات ۳۶-۴۵
|
|
|
| عنوان فارسی |
- |
|
| چکیده فارسی مقاله |
|
|
| کلیدواژه‌های فارسی مقاله |
|
|
| عنوان انگلیسی |
Intelligent Pitch Angle Control Based on Gain-Scheduled Recurrent ANFIS |
|
| چکیده انگلیسی مقاله |
The effective utilization of wind energy conversion system )WECS( is one of the most crucial concerns for the development of renewable energy systems. In order to achieve appropriate wind power, different pitch angle methods are used. Recurrent Adaptive Neuro-Fuzzy Inference System (RANFIS) is utilized in this paper in a new effective design to improve the performance of classical and adaptive Proportional Integral (PI) controllers applied for the pitch control purposes. Adaptive-online performance and high robustness coverage are the main advantages of the suggested controller. The effectiveness of the proposed method is verified by a simplified two-mass wind turbine model and a detailed aero-elastic wind turbine simulator (FAST7). At any given wind speed, the proposed controller has outperformed PI, Adaptive Neuro-Fuzzy Inference System (ANFIS), and RANFIS based controllers, reducing the mechanical stress of drive train while presenting suitable aerodynamic power tracking and maintaining the rotational speed of the rotor under the rated value. |
|
| کلیدواژه‌های انگلیسی مقاله |
|
|
| نویسندگان مقاله |
Ehsan Hosseini |
Smart Microgrid Research Center, Najafabad Branch, Islamic Azad University, Najafabad, Iran
Ehsan Aghadavoodi |
Smart Microgrid Research Center, Najafabad Branch, Islamic Azad University, Najafabad, Iran
Ghazanfar Shahgolian |
Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran
Homayoun Mahdavi-Nasab |
Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran.
|
|
| نشانی اینترنتی |
http://www.jree.ir/article_95920_4c2576a7b0e5583fbb294609902819d8.pdf |
| فایل مقاله |
اشکال در دسترسی به فایل - ./files/site1/rds_journals/510/article-510-2063400.pdf |
| کد مقاله (doi) |
|
| زبان مقاله منتشر شده |
en |
| موضوعات مقاله منتشر شده |
|
| نوع مقاله منتشر شده |
|
|
|
|
برگشت به:
صفحه اول پایگاه |
نسخه مرتبط |
نشریه مرتبط |
فهرست نشریات
|