DocumentCode
3197496
Title
Deriving optimal operational rules for mitigating inter-area oscillations
Author
Diao, Ruisheng ; Huang, Zhenyu ; Zhou, Ning ; Chen, Yousu ; Tuffner, Francis ; Fuller, Jason ; Jin, Shuangshuang ; Dagle, Jeff E.
Author_Institution
Pacific Northwest Nat. Lab., Richland, WA, USA
fYear
2011
fDate
20-23 March 2011
Firstpage
1
Lastpage
8
Abstract
This paper introduces a new method for mitigating inter-area oscillations of a large scale interconnected power system by means of generation re-dispatch. The optimal mitigation procedures are derived by searching for the shortest distance from current operating condition to a targeted operating condition with the desired damping ratio of the oscillation mode. A sensitivity-based method is used to select the most effective generators for generation re-dispatch and decision tree is trained to approximate the security boundary in a space characterized by the selected generators. The optimal operational rules can be found by solving an optimization problem where the boundary constraints are provided by the decision tree rules. This method is tested on a Western Electricity Coordinating Council (WECC) 179-bus simplified model and simulation results have demonstrated the validity of the decision-tree-based method and shown promising application in real time operation.
Keywords
decision trees; electric generators; oscillations; power generation dispatch; power system interconnection; 179-bus simplified model; Western Electricity Coordinating Council; current operating condition; damping ratio; decision-tree-based method; generation redispatch; generator; interarea oscillation mitigation; large scale interconnected power system; optimal operational rule; optimization problem; oscillation mode; sensitivity-based method; Damping; Decision trees; Eigenvalues and eigenfunctions; Generators; Optimization; Oscillators; Sensitivity; decision tree; inter-area oscillation; operational rules; optimization; security boundary; small signal stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Systems Conference and Exposition (PSCE), 2011 IEEE/PES
Conference_Location
Phoenix, AZ
Print_ISBN
978-1-61284-789-4
Electronic_ISBN
978-1-61284-787-0
Type
conf
DOI
10.1109/PSCE.2011.5772564
Filename
5772564
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