Comparison Study Between Neural STSM and ANFIS-STSM Method in DPC Control Scheme of DFIG-based Dual-rotor Wind Turbines

Q4 Economics, Econometrics and Finance

International Journal of Energy, Environment and Economics Pub Date : 2020-12-30 DOI:10.46300/91012.2020.14.7

B. Habib, Boudjema Zinelaabidine, Belidi Abdelkader

引用次数: 2

Abstract

This work presents the comparison study between neural super-twisting sliding mode control (NSTSM) and adaptive-network-based fuzzy inference system-STSM (ANFIS-STSM) algorithm of the doubly fed induction generator (DFIG) controlled by direct power control (DPC). The mathematical model of the three-phase DFIG has been described. The descriptions of the DPC strategy, NSTSM and the ANFIS-STSM algorithm have been presented. The DPC strategy with NSTSM and ANFIS-STSM has been described. The simulation studies of the DPC strategy with intelligent STSM algorithms have been performed, and the results of these studies are presented and discussed.

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基于dfig的双转子风力机DPC控制方案中神经STSM与anfiss -STSM方法的比较研究

本文对直接功率控制(DPC)双馈感应发电机(DFIG)的神经超扭滑模控制(NSTSM)与基于自适应网络的模糊推理系统(anfiss - stsm)算法进行了比较研究。本文描述了三相DFIG的数学模型。介绍了DPC策略、NSTSM和anfiss - stsm算法。描述了采用NSTSM和anfiss - stsm的DPC策略。本文对采用智能STSM算法的DPC策略进行了仿真研究，并对研究结果进行了介绍和讨论。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Energy, Environment and Economics Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)

CiteScore

1.10

自引率

0.00%

发文量

期刊介绍： International Journal of Energy, Environment, and Economics publishes original research papers that shed light on the interaction between the utilization of energy and the environment, as well as the economic aspects involved with this utilization. The Journal is a vehicle for an international exchange and dissemination of ideas in the multidisciplinary field of energy-environment-economics between research scientists, engineers, economists, policy makers, and others concerned about these issues. The emphasis will be placed on original work, either in the area of scientific or engineering development, or in the area of technological, environmental, economic, or social feasibility. Shorter communications are also invited. The Journal will carry reviews on important issues, which may be invited by the Editors or submitted in the normal way.