NDLI: Neural network theory based voltage and frequency controller for standalone wind energy conversion system

Content Provider	IEEE Xplore Digital Library
Author	Sheeja, V. Jayaprakash, P. Singh, B. Uma, R.
Copyright Year	2010
Description	Author affiliation: Dept. of Electrical Engg., Govt. College of Engg, Kannur, Kerala, India-670563 (Jayaprakash, P.) \|\| Dept. of Electrical Engg., Vimal Jyothi Engg. College, Kannur, Kerala, India (Sheeja, V.) \|\| Centre for Energy Studies, Indian Institute od Technology, Delhi, Hauz-Khas, New Delhi-110016, India (Uma, R.) \|\| Dept. of Electrical Engg., Indian Institute of Technology, Delhi, Hauz-Khas, New Delhi-110016, India (Singh, B.)
Abstract	In this paper, a solid state voltage and frequency (VF) controller is proposed for a standalone wind energy conversion system (WECS) employing a permanent magnet synchronous generator (PMSG). The proposed VF controller consists of IGBTs (insulated gate bipolar transistors) based three-leg voltage source converter (VSC) with a battery energy storage system (BESS) at its dc link. The Adaline (adaptive linear element) based neural network is used to control the VSC of the proposed VF controller. The Adaline control technique is simple and has a fast response. The VF controller is controlled to inject and absorb both active power and reactive power so that both frequency and the system voltage are regulated under varying consumer loads and wind speeds. The VF controller also functions as a harmonic compensator and a load balancer. The performance of the proposed VF controller is simulated using MATLAB software with its Simulink and SimPower System (SPS) toolboxes.
Starting Page	1
Ending Page	6
File Size	255892
Page Count	6
File Format	PDF
ISBN	9781424477821
e-ISBN	9781424477814
DOI	10.1109/PEDES.2010.5712544
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-12-20
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Voltage control Frequency control Batteries Wind speed Control systems Harmonic analysis Converters VSC Wind energy conversion system Neural network Permanent magnet synchronous generator Voltage and frequency controller
Content Type	Text
Resource Type	Article

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