DocumentCode
3606630
Title
Design of a novel intelligent damping controller for unified power flow controller in power system connected offshore power applications
Author
Whei-Min Lin ; Kai-Hung Lu ; Ting-Chia Ou
Author_Institution
Dept. of Electr. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
Volume
9
Issue
13
fYear
2015
Firstpage
1708
Lastpage
1717
Abstract
This study proposes a unified power flow controller-based oscillation damping controller for use with a permanent magnet synchronous generator-based offshore power farm. A novel intelligent damping controller (NIDC) was used to increase the stability of power control and improves the performance, where the proposed NIDC consists of the adaptive critic network, the functional link-based Elman neural network (FLENN), the genetic ant colony optimisation algorithm (GACO) and proportional-integral-derivative (PID) linear damping controller. The PID damping controller analyses complex eigenvalues based on the theory of modern control. The node connecting weights of the FLENN and critic network are trained online. A GACO approach is developed to adjust the learning rates and thus improve the learning ability. The proposed NIDC can achieve better damping characteristics, and the internal power fluctuations can also be effectively alleviated.
Keywords
adaptive control; ant colony optimisation; damping; eigenvalues and eigenfunctions; genetic algorithms; intelligent control; learning (artificial intelligence); linear programming; load flow control; neurocontrollers; offshore installations; permanent magnet generators; power control; power generation control; power system stability; synchronous generators; three-term control; wave power generation; wind power plants; FLENN; GACO approach; NIDC; PID linear damping controller; eigenvalues; functional link-based Elman neural network; genetic ant colony optimisation algorithm; internal power fluctuation; node connecting weight; novel intelligent damping controller; offshore wave farm; oscillation damping controller; permanent magnet synchronous generator; power system connected offshore wind power application; proportional-integral-derivative linear damping controller; stability; unified power flow controller;
fLanguage
English
Journal_Title
Generation, Transmission Distribution, IET
Publisher
iet
ISSN
1751-8687
Type
jour
DOI
10.1049/iet-gtd.2014.1188
Filename
7274087
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