DocumentCode
3100856
Title
Evaluation of power system losses caused by wind farm interconnection based on statistical method
Author
Liu, Shu ; Martin, Don E.
Author_Institution
Excel Eng., Inc., Cary, NC, USA
fYear
2012
fDate
7-10 May 2012
Firstpage
1
Lastpage
7
Abstract
This study provides statistical method to evaluate power system losses caused by wind farm interconnections. Focusing on the variable nature of the wind power, Monte Carlo methods have been included in the power flow simulation. By performing a power flow analysis for each hour, the expected behavior of system losses under a variety of conditions can be studied. This kind of method provides important information which is much more consistent with future realistic wind farm performance. The probabilistic results provide more information to choose the best wind farm interconnect location and the system upgrades if necessary. The correlation of system losses with generation and power flow from major substations is analyzed. Linear regression is conducted to estimate system losses and the sensitivity with wind farm output levels in real time condition.
Keywords
Monte Carlo methods; load flow; losses; power system interconnection; regression analysis; statistical analysis; wind power plants; Monte Carlo method; linear regression; power flow analysis; power flow simulation; power substation; power system losses evaluation; power system sensitivity; statistical method; wind farm interconnection; wind power; Load flow; Monte Carlo methods; Propagation losses; Substations; Wind farms; Wind power generation; Wind speed; Monte Carlo; linear regression; power losses; wind farm interconnection;
fLanguage
English
Publisher
ieee
Conference_Titel
Transmission and Distribution Conference and Exposition (T&D), 2012 IEEE PES
Conference_Location
Orlando, FL
ISSN
2160-8555
Print_ISBN
978-1-4673-1934-8
Electronic_ISBN
2160-8555
Type
conf
DOI
10.1109/TDC.2012.6281406
Filename
6281406
Link To Document