Title :
Research on time process-oriented power system static security analysis
Author :
Jiaxi, Yu ; Lin, Yang ; Ruiye, Liu ; Zhizhong, Guo
Author_Institution :
Dept. of Electr. Eng., Harbin Inst. of Technol., Harbin
Abstract :
In allusion to the fact that the traditional off-line security analysis based on the data of one time section can not adapt to the continuous state change of power system appropriately, a time process-oriented security analysis method is presented in the paper. The basic idea of time process-oriented method is explained. With the abundant measurements and load forecasting information, the characteristic vector of each time section is extracted. The load curve is partitioned into several time sub-processes by the improved K-means clustering algorithm considering the successive time series of power load. The indices extracting the maximum and minimum characteristic sections of every time sub-process are defined. Then the representativeness of the characteristic sections is verified. While ensuring the static security, the time process-oriented method can improve the transmission efficiency to some extent. The calculation and analysis of IEEE 30-bus system shows the effectiveness of the method proposed in the paper.
Keywords :
discrete event simulation; load forecasting; pattern clustering; power system security; power system simulation; power system state estimation; time series; K-means clustering algorithm; load curve; load forecasting information; power system state; time process-oriented static security analysis; time series; transmission efficiency; Clustering algorithms; Data mining; Data security; Information security; Load forecasting; Partitioning algorithms; Power system analysis computing; Power system measurements; Power system security; Time measurement; K-means clustering; characteristic sections; power flow; static security analysis; time process oriented;
Conference_Titel :
Electric Utility Deregulation and Restructuring and Power Technologies, 2008. DRPT 2008. Third International Conference on
Conference_Location :
Nanjuing
Print_ISBN :
978-7-900714-13-8
Electronic_ISBN :
978-7-900714-13-8
DOI :
10.1109/DRPT.2008.4523645