Nonsingular Terminal Sliding Mode Control With Ultra-Local Model and Single Input Interval Type-2 Fuzzy Logic Control for Pitch Control of Wind Turbines

doi:10.1109/JAS.2021.1003889

CASIA OpenIR > 学术期刊 > IEEE/CAA Journal of Automatica Sinica

	Nonsingular Terminal Sliding Mode Control With Ultra-Local Model and Single Input Interval Type-2 Fuzzy Logic Control for Pitch Control of Wind Turbines
	Saber Abrazeh; Ahmad Parvaresh; Saeid-Reza Mohseni; Meisam Jahanshahi Zeitouni; Meysam Gheisarnejad; Mohammad Hassan Khooban
发表期刊	IEEE/CAA Journal of Automatica Sinica
ISSN	2329-9266
	2021
卷号	8 期号:3 页码:690-700
摘要	As wind energy is becoming one of the fastest-growing renewable energy resources, controlling large-scale wind turbines remains a challenging task due to its system model nonlinearities and high external uncertainties. The main goal of the current work is to propose an intelligent control of the wind turbine system without the need for model identification. For this purpose, a novel model-independent nonsingular terminal sliding-mode control (MINTSMC) using the basic principles of the ultra-local model (ULM) and combined with the single input interval type-2 fuzzy logic control (SIT2-FLC) is developed for non-linear wind turbine pitch angle control. In the suggested control framework, the MINTSMC scheme is designed to regulate the wind turbine speed rotor, and a sliding-mode (SM) observer is adopted to estimate the unknown phenomena of the ULM. The auxiliary SIT2-FLC is added in the model-independent control structure to improve the rotor speed regulation and compensate for the SM observation estimation error. Extensive examinations and comparative analyses were made using a real-time software-in-the-loop (RT-SiL) based on the dSPACE 1202 board to appraise the efficiency and applicability of the suggested model-independent scheme in a real-time testbed.
关键词	Interval type-2 (IT2) fuzzy logic control model-independent nonsingular terminal sliding-mode control (MINTSMC) pitch angle control real-time software-in-the-loop (RT-SiL)
DOI	10.1109/JAS.2021.1003889
引用统计	被引频次：19[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/43942
专题	学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Saber Abrazeh,Ahmad Parvaresh,Saeid-Reza Mohseni,et al. Nonsingular Terminal Sliding Mode Control With Ultra-Local Model and Single Input Interval Type-2 Fuzzy Logic Control for Pitch Control of Wind Turbines[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(3):690-700.
APA	Saber Abrazeh,Ahmad Parvaresh,Saeid-Reza Mohseni,Meisam Jahanshahi Zeitouni,Meysam Gheisarnejad,&Mohammad Hassan Khooban.(2021).Nonsingular Terminal Sliding Mode Control With Ultra-Local Model and Single Input Interval Type-2 Fuzzy Logic Control for Pitch Control of Wind Turbines.IEEE/CAA Journal of Automatica Sinica,8(3),690-700.
MLA	Saber Abrazeh,et al."Nonsingular Terminal Sliding Mode Control With Ultra-Local Model and Single Input Interval Type-2 Fuzzy Logic Control for Pitch Control of Wind Turbines".IEEE/CAA Journal of Automatica Sinica 8.3(2021):690-700.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
JAS-2020-1250.pdf（15974KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载