Sensorless Control of the PMSG in WECS Using Artificial Neural Network and Sliding Mode Observer

被引：0
|
作者：
Chatri, Chakib [1 ]
Ouassaid, Mohammed [1 ]
机构：
[1] Mohammed V Univ, Mohammadia Sch Engineers, Engn Smart & Sustainable Syst Res Ctr, Rabat, Morocco
来源：
2018 INTERNATIONAL SYMPOSIUM ON ADVANCED ELECTRICAL AND COMMUNICATION TECHNOLOGIES (ISAECT) | 2018年
关键词：
WECS; PMSG; Sensolress; Silding Mode; ANN; NONLINEAR CONTROL; WIND; POWER;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper proposes a sensorless control strategy for a Permanent Magnet Synchronous Generator (PMSG) in variable speed Wind Energy Conversion System (WECS). In order to increase efficiency and robustness of WESC, two kinds of algorithms, Artificial Neural Network (ANN) and Sliding Mode Observer (SMO), are designed. Consequently, the observation of the rotor speed and the rotor position are made, only, by measuring voltages and currents. The effectiveness of the proposed observers is verified using Matlab /Simulink software. Simulation results show the effectiveness of the proposed observers for the PMSG driven by WECS.
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页数：6
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