Applications of Decision Tree and Random Forest Methods for Real-Time Voltage Stability Assessment Using Wide Area Measurements

Power Systems - Wide Area Power Systems Stability, Protection, and Security ◽

10.1007/978-3-030-54275-7_14 ◽

2020 ◽

pp. 373-391

Author(s):

Heng-Yi Su ◽

Yu-Jen Lin ◽

Chia-Chi Chu

Keyword(s):

Random Forest ◽

Decision Tree ◽

Real Time ◽

Voltage Stability ◽

Wide Area ◽

Stability Assessment

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Real- Time Dynamic Voltage Stability Assessment Through a Wide-Area Loss Index

2018 IEEE Electrical Power and Energy Conference (EPEC) ◽

10.1109/epec.2018.8598433 ◽

2018 ◽

Cited By ~ 1

Author(s):

Hongliang Liu ◽

Kalyanraman Ganesan ◽

Mahvar Zarzhami ◽

Atousa Yazdani ◽

Revnaldo Nuqui

Keyword(s):

Real Time ◽

Voltage Stability ◽

Wide Area ◽

Stability Assessment ◽

Time Dynamic ◽

Area Loss ◽

Dynamic Voltage ◽

Dynamic Voltage Stability ◽

Loss Index

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Enhanced-Online-Random-Forest Model for Static Voltage Stability Assessment Using Wide Area Measurements

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2018.2849717 ◽

2018 ◽

Vol 33 (6) ◽

pp. 6696-6704 ◽

Cited By ~ 13

Author(s):

Heng-Yi Su ◽

Tzu-Yi Liu

Keyword(s):

Random Forest ◽

Voltage Stability ◽

Random Forest Model ◽

Wide Area ◽

Stability Assessment ◽

Forest Model ◽

Static Voltage Stability

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Real-time Voltage Stability Assessment and Enhancement: Implementation and Use Cases

2020 AEIT International Annual Conference (AEIT) ◽

10.23919/aeit50178.2020.9241133 ◽

2020 ◽

Author(s):

Gilburt Chiang ◽

Simon Wyatt ◽

Pat Causgrove ◽

Hua Li

Keyword(s):

Real Time ◽

Voltage Stability ◽

Use Cases ◽

Stability Assessment

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TIME-DOMAIN VOLTAGE STABILITY ASSESSMENT AND WIDE-AREA CONTROL

10.37099/mtu.dc.etdr/463 ◽

2017 ◽

Author(s):

Zagros Shahooei

Keyword(s):

Time Domain ◽

Voltage Stability ◽

Wide Area ◽

Stability Assessment ◽

Wide Area Control

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Impact of local PMU-based equivalent methods on real-time voltage stability assessment

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2019.1651 ◽

2020 ◽

Vol 14 (16) ◽

pp. 3117-3126

Author(s):

Fábio D. Silva ◽

Maria Helena M. Vale ◽

Marina M.S. Andrade

Keyword(s):

Real Time ◽

Voltage Stability ◽

Stability Assessment

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A Modified Lyapunov Exponent based Approach for Real-Time Voltage Stability Assessment Using PMUs

2018 8th International Conference on Power and Energy Systems (ICPES) ◽

10.1109/icpesys.2018.8626965 ◽

2018 ◽

Author(s):

Chathura Thilakarathne ◽

Lasantha Meegahapola ◽

Nuwantha Fernando

Keyword(s):

Lyapunov Exponent ◽

Real Time ◽

Voltage Stability ◽

Stability Assessment

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Real-Time Static Voltage Stability Assessment in Large-Scale Power Systems Based on Maximum-Relevance Minimum-Redundancy Ensemble Approach

IEEE Access ◽

10.1109/access.2017.2758819 ◽

2017 ◽

Vol 5 ◽

pp. 27281-27291 ◽

Cited By ~ 4

Author(s):

Youping Fan ◽

Xin Li ◽

Peng Zhang

Keyword(s):

Power Systems ◽

Real Time ◽

Large Scale ◽

Voltage Stability ◽

Stability Assessment ◽

Static Voltage Stability ◽

Ensemble Approach

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Uncertainty in real-time voltage stability assessment methods based on Thévenin equivalent due to PMU's accuracy

IEEE PES Innovative Smart Grid Technologies, Europe ◽

10.1109/isgteurope.2014.7028910 ◽

2014 ◽

Author(s):

Angel Perez ◽

Jakob Moller ◽

Hjortur Johannsson ◽

Jacob Ostergaard

Keyword(s):

Real Time ◽

Voltage Stability ◽

Assessment Methods ◽

Stability Assessment ◽

Thevenin Equivalent

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Application of neural network in voltage stability assessment in real-time power market

10.1109/asscc.2012.6523263 ◽

2012 ◽

Cited By ~ 2

Author(s):

Tran Phuong Nam ◽

Dinh Thanh Viet ◽

La Van Ut

Keyword(s):

Neural Network ◽

Real Time ◽

Voltage Stability ◽

Power Market ◽

Stability Assessment

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Real-Time Voltage Stability Assessment of Transmission Corridors

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)34437-3 ◽

2003 ◽

Vol 36 (20) ◽

pp. 27-32 ◽

Cited By ~ 7

Author(s):

Mats Larsson ◽

Christian Rehtanz ◽

Joachim Bertsch

Keyword(s):

Real Time ◽

Voltage Stability ◽

Stability Assessment

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