Pattern Recognition of Power System Voltage Stability

ISBN-13: 9783659226618 / Angielski / Miękka / 2012 / 96 str.

Varun Kumar Togiti

Opis

In recent years, power demands around the world and particularly in North America increased rapidly due to increase in customers demand, while the development in transmission system is rather slow. This stresses the present transmission system and voltage stability becomes an important issue in this regard. Pattern recognition in conjunction with voltage stability analysis could be an effective tool to solve this problem In this thesis, a methodology to detect the voltage stability ahead of time is presented. This gives the operators a chance to take remedial actions and possibility to prevent the voltage collapse. Dynamic simulation software is used to simulate voltage stable and unstable cases, these cases are used to train and test the pattern recognition algorithms. The proposed method is tested on IEEE 39 bus system. Finally, the pattern recognition models to predict the voltage stability of the system are developed.

O autorze

The author was born in 1987, in India. He completed his B.E. and M.S. in Electrical and Electronics Engineering from Osmania University, India in 2009 and University of New Orleans in 2012 simultaneously. He worked as a Research Assistant with Dr. Parviz Rastgoufard. His areas of interests are dynamic simulation studies, modeling of power systems.