Neural Network Based Voltage and Frequency Controller for Isolated Wind Power Generation

被引:7
作者
Singh, Bhim [1 ]
Sharma, Shailendra [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, New Delhi 110016, India
关键词
Artificial neural network; Battery; Frequency control; Induction generator; Pulse width modulated voltage source converter; Transformer; Voltage control; Wind power;
D O I
10.4103/0377-2063.90174
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 deals with an artificial neural network based control of the voltage and frequency (VF) of autonomous wind power generation using an isolated asynchronous generator (IAG) feeding three-phase four-wire loads. The reference generator currents are estimated using the adaptive linear neuron and its training through least mean square (LMS) algorithm to control the VF of an IAG system. Three-leg voltage source converter (VSC) with an isolated T-connected transformer is used as an integrated VSC. The integrated VSC with a battery energy storage system is used to control the active power of the wind energy conversion system (WECS). Bi-directional power flow capabilities of the proposed VF controller in WECS are demonstrated through simulation results. The proposed controller functions as a VF regulator, a load leveler, a load balancer and a harmonic eliminator in the WECS. The WECS is modeled and simulated in the MATLAB using the Simulink and the sim power system toolboxes.
引用
收藏
页码:467 / 477
页数:11
相关论文
共 14 条
[1]  
Akagi H, 2007, INSTANTANEOUS POWER
[2]  
[Anonymous], 2007, DISTRIBUTED GENERATI
[3]  
Boldia I, 2006, VARIABLE SPEED GENER
[4]   STEADY-STATE ANALYSIS OF SELF-EXCITED INDUCTION GENERATORS [J].
CHAN, TF .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1994, 9 (02) :288-295
[5]  
Chapallaz J.-M., 1993, MANUAL INDUCTION MOT, DOI [10.1007/978-3-663-14044-3, DOI 10.1007/978-3-663-14044-3]
[6]   ANALYSIS OF T-T CONNECTIONS OF 2 SINGLE-PHASE TRANSFORMERS [J].
COGBILL, BA ;
HETRICK, JA .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1968, PA87 (02) :388-&
[7]  
Kasal Gaurav Kumar, 2008, IECON 2008 - 34th Annual Conference of IEEE Industrial Electronics Society, P2259, DOI 10.1109/IECON.2008.4758308
[8]   Overview of different wind generator systems and their comparisons [J].
Li, H. ;
Chen, Z. .
IET RENEWABLE POWER GENERATION, 2008, 2 (02) :123-138
[9]  
Luiz A, 2006, IEEE T ENERGY CONVER, V21
[10]   A novel control algorithm for the DG interface to mitigate power quality problems [J].
Marei, MI ;
El-Saadany, EF ;
Salama, MMA .
IEEE TRANSACTIONS ON POWER DELIVERY, 2004, 19 (03) :1384-1392