Machine Learning Techniques Applied to On-Line Voltage Stability Assessment: A Review

Archives of Computational Methods in Engineering ◽

10.1007/s11831-019-09368-2 ◽

2019 ◽

Author(s):

Mohammed Amroune

Keyword(s):

Machine Learning ◽

Voltage Stability ◽

Machine Learning Techniques ◽

Stability Assessment ◽

Line Voltage ◽

Learning Techniques ◽

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Application of multi-linear regression models and machine learning techniques for online voltage stability margin estimation

2010 IREP Symposium Bulk Power System Dynamics and Control - VIII (IREP) ◽

10.1109/irep.2010.5563288 ◽

2010 ◽

Author(s):

Bruno Leonardi ◽

Venkataramana Ajjarapu ◽

Miodrag Djukanovic ◽

Pei Zhang

Keyword(s):

Machine Learning ◽

Linear Regression ◽

Regression Models ◽

Voltage Stability ◽

Stability Margin ◽

Machine Learning Techniques ◽

Linear Regression Models ◽

Voltage Stability Margin ◽

Learning Techniques ◽

Multi Linear Regression

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Distributed APPM for on-line voltage stability assessment of the large-scale power grid

2014 IEEE PES General Meeting | Conference & Exposition ◽

10.1109/pesgm.2014.6939239 ◽

2014 ◽

Author(s):

Jian-Hong Liu ◽

Xian-Chang Guo ◽

Chia-Chi Chu

Keyword(s):

Large Scale ◽

Voltage Stability ◽

Stability Assessment ◽

Line Voltage ◽

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Black-box model for on-line voltage stability assessment of power system - case study of the Finnish transmission grid

Fifth International Conference on Power System Management and Control ◽

10.1049/cp:20020050 ◽

2002 ◽

Author(s):

S. Repo

Keyword(s):

Power System ◽

Voltage Stability ◽

Black Box ◽

Box Model ◽

Stability Assessment ◽

Line Voltage ◽

Transmission Grid ◽

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Contingency ranking for on-line voltage stability assessment

IEEE Transactions on Power Systems ◽

10.1109/59.871738 ◽

2000 ◽

Vol 15 (3) ◽

pp. 1093-1097 ◽

Author(s):

Zhihong Jia ◽

B. Jeyasurya

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

Line Voltage ◽

Contingency Ranking ◽

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On-line voltage stability assessment using radial basis function network model with reduced input features

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2011.06.008 ◽

2011 ◽

Vol 33 (9) ◽

pp. 1550-1555 ◽

Author(s):

D. Devaraj ◽

J. Preetha Roselyn

Keyword(s):

Radial Basis Function ◽

Network Model ◽

Basis Function ◽

Voltage Stability ◽

Radial Basis Function Network ◽

Stability Assessment ◽

Line Voltage ◽

Radial Basis ◽

On Line ◽

Function Network

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On-line voltage stability assessment strategy considering limit of voltage source

TENCON 2015 - 2015 IEEE Region 10 Conference ◽

10.1109/tencon.2015.7372873 ◽

2015 ◽

Author(s):

Li Peng ◽

Yuan Yubo ◽

Wang Yuting

Keyword(s):

Voltage Stability ◽

Voltage Source ◽

Stability Assessment ◽

Line Voltage ◽

Assessment Strategy ◽

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On-line voltage stability assessment in the presence of TCSC with economic consideration

2010 Annual IEEE India Conference (INDICON) ◽

10.1109/indcon.2010.5712696 ◽

2010 ◽

Author(s):

P. Nagendra ◽

S. Halder Nee Dey ◽

T. Datta ◽

S. Paul

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

Economic Consideration ◽

Line Voltage ◽

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Thevenin equivalent parameter tracking for on-line voltage stability assessment

2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA) ◽

10.1109/isgt-asia.2015.7387027 ◽

2015 ◽

Author(s):

Mohammad Nazrul Islam ◽

Weerakorn Ongsakul

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

Line Voltage ◽

Equivalent Parameter ◽

Parameter Tracking ◽

On Line ◽

Thevenin Equivalent

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A Enhanced Contingency Selection Method with respect to Multiple Contingencies for On-line Voltage Stability Assessment

2006 International Conference on Power System Technology ◽

10.1109/icpst.2006.321779 ◽

2006 ◽

Author(s):

Jinquan Zhao ◽

Hsiao-dong Chiang

Keyword(s):

Voltage Stability ◽

Selection Method ◽

Stability Assessment ◽

Line Voltage ◽

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On-line voltage stability assessment based on PMU measurements

8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009) ◽

10.1049/cp.2009.1784 ◽

2009 ◽

Author(s):

L.C.P. Da Silva ◽

R. Garcia-Valle ◽

A.H. Nielsen

Keyword(s):

Voltage Stability ◽

Stability Assessment ◽

Line Voltage ◽

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