Deriving optimal operational rules for mitigating inter-area oscillations

Ruisheng Diao; Zhenyu Huang; Ning Zhou; Yousu Chen; Francis Tuffner; Jason Fuller; Shuangshuang Jin; Jeff E. Dagle

doi:10.1109/PSCE.2011.5772564

Deriving optimal operational rules for mitigating inter-area oscillations

Ruisheng Diao
, Zhenyu Huang
, Ning Zhou
, Yousu Chen
, Francis Tuffner
, Jason Fuller
, Shuangshuang Jin
, Jeff E. Dagle

Electrical and Computer Eng

Binghamton University

Pacific Northwest National Laboratory

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

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.

Original language	English
Title of host publication	2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011
DOIs	https://doi.org/10.1109/PSCE.2011.5772564
State	Published - 2011
Event	2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011 - Phoenix, AZ, United States Duration: Mar 20 2011 → Mar 23 2011

Publication series

Name	2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011

Conference

Conference	2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011
Country/Territory	United States
City	Phoenix, AZ
Period	03/20/11 → 03/23/11

Keywords

decision tree
inter-area oscillation
operational rules
optimization
security boundary
small signal stability

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10.1109/PSCE.2011.5772564

Cite this

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title = "Deriving optimal operational rules for mitigating inter-area oscillations",

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 tree, inter-area oscillation, operational rules, optimization, security boundary, small signal stability",

author = "Ruisheng Diao and Zhenyu Huang and Ning Zhou and Yousu Chen and Francis Tuffner and Jason Fuller and Shuangshuang Jin and Dagle, \{Jeff E.\}",

year = "2011",

doi = "10.1109/PSCE.2011.5772564",

language = "English",

isbn = "9781612847870",

series = "2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011",

booktitle = "2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011",

note = "2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011 ; Conference date: 20-03-2011 Through 23-03-2011",

}

Diao, R, Huang, Z, Zhou, N, Chen, Y, Tuffner, F, Fuller, J, Jin, S & Dagle, JE 2011, Deriving optimal operational rules for mitigating inter-area oscillations. in 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011., 5772564, 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011, 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011, Phoenix, AZ, United States, 03/20/11. https://doi.org/10.1109/PSCE.2011.5772564

Deriving optimal operational rules for mitigating inter-area oscillations. / Diao, Ruisheng; Huang, Zhenyu; Zhou, Ning et al.
2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011. 2011. 5772564 (2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Deriving optimal operational rules for mitigating inter-area oscillations

AU - Diao, Ruisheng

AU - Huang, Zhenyu

AU - Zhou, Ning

AU - Chen, Yousu

AU - Tuffner, Francis

AU - Fuller, Jason

AU - Jin, Shuangshuang

AU - Dagle, Jeff E.

PY - 2011

Y1 - 2011

N2 - 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.

AB - 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.

KW - decision tree

KW - inter-area oscillation

KW - operational rules

KW - optimization

KW - security boundary

KW - small signal stability

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DO - 10.1109/PSCE.2011.5772564

M3 - Conference contribution

SN - 9781612847870

T3 - 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011

BT - 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011

T2 - 2011 IEEE/PES Power Systems Conference and Exposition, PSCE 2011

Y2 - 20 March 2011 through 23 March 2011

ER -

Deriving optimal operational rules for mitigating inter-area oscillations

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