Title :
Computation of transient stability related security regions and generation rescheduling based on decision trees
Author :
Genc, Istemihan ; Diao, Ruisheng ; Vittal, Vijay
Author_Institution :
Dept. of Electr. Eng., Istanbul Tech. Univ., Istanbul, Turkey
Abstract :
In this paper, a method of decision tree-based computation of security regions and boundaries for power systems is proposed. These computations are used in dynamic security enhancement via generation rescheduling against transient instabilities. This work also involves an iterative method of generation rescheduling using the security regions calculated by decision trees. The proposed methods are implemented and their performances are assessed on the Iowa power system model.
Keywords :
decision trees; iterative methods; power generation scheduling; power system security; power system simulation; power system transient stability; Iowa power system model; decision trees; dynamic security enhancement; generation rescheduling; iterative method; security regions; transient stability; decision trees; dynamic security assessment; preventive control;
Conference_Titel :
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-6549-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2010.5589364