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Decision Tree Based Online Identification of Critical Voltage Control Area

Publish place: Third National Conference and First International Conference on Applied Research in Electrical, Mechanical and Mechatronics Engineering
Publish Year: 1394
Type: Conference paper
Language: English
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Link to this Paper:
https://civilica.com/doc/479332

Document National Code:

ELEMECHCONF03_0567

Index date: 30 July 2016

Decision Tree Based Online Identification of Critical Voltage Control Area abstract

New method of online identification of critical voltage control area (CVCA) based on decision tree is presented. Voltage instability is one of the main causes of blackouts in modern power systems. The objective of this paper is to propose an online methodology for identification of CVCAs, which is key function for preventive and remedial actions against instability. This is carried out under various system operation and contingency conditions by using offline trained decision trees (DT) generated and online PMU measurements. Numerical results on the New England 39-bus test system, shows the suitability and effectiveness of the proposed method.

Decision Tree Based Online Identification of Critical Voltage Control Area Keywords:

Voltage stability , voltage control area (VCA) , decision tree (DT)

Decision Tree Based Online Identification of Critical Voltage Control Area authors

Omid Ghanaati

Department of Electrical Engineering, Abadeh Branch, Islamic Azad University, Abadeh, Iran

Hosein Amirabadi

Department of Mechanical Engineering, Abadeh Branch, Islamic Azad University, Abadeh, Iran

Morteza Jahangir

Department of Electrical Engineering, Abadeh Branch, Islamic Azad University, Abadeh, Iran

Vahid Gholami

Department of Electrical Engineering, Abadeh Branch, Islamic Azad University, Abadeh, Iran

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