DocumentCode :
1279760
Title :
Cluster Computing-Based Trajectory Sensitivity Analysis Application to the WECC System
Author :
Hou, Guanji ; Vittal, Vijay
Author_Institution :
Dept. of Electr., Comput., & Energy Eng., Arizona State Univ., Tempe, AZ, USA
Volume :
27
Issue :
1
fYear :
2012
Firstpage :
502
Lastpage :
509
Abstract :
This paper presents an application of the trajectory sensitivity method to a large realistic power system. A cluster computing platform is utilized to solve the trajectory sensitivity equations in parallel when multiple sensitivity element calculations are performed. The results show great efficiency improvement with this platform. Another important issue addressed is the error associated with the perturbation size for linear trajectory approximations. When the perturbation size varies, it is critical to ascertain the accuracy of the trajectory approximation. A technique to characterize the error and quantify it is developed. A transient stability constrained preventive control application of generation rescheduling involving trajectory sensitivity analysis, parallel computing, and accuracy evaluation is presented for a large WECC test system. This demonstration highlights the efficacy of the parallel computing capability and accuracy of the calculated preventive control.
Keywords :
approximation theory; control engineering computing; parallel processing; power engineering computing; power system transient stability; WECC test system; cluster computing-based trajectory sensitivity analysis; generation rescheduling; linear trajectory approximations; multiple sensitivity element calculations; parallel computing capability; realistic power system; transient stability constrained preventive control application; Accuracy; Equations; Linear approximation; Parallel processing; Sensitivity; Trajectory; Generation rescheduling; parallel computing; preventive control; trajectory sensitivity;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2011.2160373
Filename :
5960007
Link To Document :
بازگشت