Title :
Transient Stability Assessment for Induction Generator Embedded Power Systems
Author :
Lin, Yu-Jen ; Ho, Rui-Xiang ; Yang, Jing-Xiong ; Hung, Tzu-Chen ; Chen, Meng-Jen
Author_Institution :
Dept. of Electr. Eng., I-Shou Univ., Kaohsiung
Abstract :
This paper presents an approach to assessing transient stability of an interconnected power system which comprises of synchronous generator (SG) and induction generator (IG). The power systems under investigated were modelled, developed and simulated using SimPowerSystemsreg. Fundamental analysis was carried out in an attempt to discover the transient stability characters of the given power systems. Multilayer perceptrons (MLP), and classification and regression tree (CART) were employed to assess stability status and stability performance index for both SG and IG. Comprehensive digital simulations shall justify the proposed approach.
Keywords :
asynchronous generators; multilayer perceptrons; power system analysis computing; power system interconnection; power system transient stability; regression analysis; synchronous generators; SimPowerSystems; classification and regression tree; induction generator; interconnected power system; multilayer perceptrons; stability performance index; synchronous generator; transient stability assessment; Induction generators; Power system analysis computing; Power system interconnection; Power system modeling; Power system simulation; Power system stability; Power system transients; Stability analysis; Synchronous generators; Transient analysis; Classification and Regression Tree; Induction Generator; Multilayer Perceptrons; Synchronous Generator; Transient Stability Assessment;
Conference_Titel :
Electrical Power Conference, 2007. EPC 2007. IEEE Canada
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-1444-4
Electronic_ISBN :
978-1-4244-1445-1
DOI :
10.1109/EPC.2007.4520366
