A Novel Feature Selection Method for the Dynamic Security Assessment of Power Systems Based on Multi-Layer Perceptrons

Author(s):

Peyman Beyranvand ◽

Cavit Fatih Kucuktezcan ◽

Zehra Cataltepe

Keyword(s):

Feature Selection ◽

Power Systems ◽

Feature Selection Method ◽

Selection Method ◽

Security Assessment ◽

Dynamic Security ◽

Real-time dynamic security assessment of power systems with large amount of wind power using Case-Based Reasoning methodology

2012 IEEE Power and Energy Society General Meeting ◽

10.1109/pesgm.2012.6345033 ◽

2012 ◽

Cited By ~ 2

Author(s):

R. Tiako ◽

D. Jayaweera ◽

S. Islam

Keyword(s):

Power Systems ◽

Real Time ◽

Wind Power ◽

Case Based Reasoning ◽

Security Assessment ◽

Time Dynamic ◽

Dynamic Security ◽

Case Based

Combining Strategies to Compute the Loadability Margin in Dynamic Security Assessment of Power Systems

10.1109/pesgm46819.2021.9638115 ◽

2021 ◽

Author(s):

Murilo E. C. Bento ◽

Daniela A. G. Ferreira ◽

Ahda P. Grilo-Pavani ◽

Rodrigo A. Ramos

Keyword(s):

Power Systems ◽

Security Assessment ◽

Dynamic Security ◽

Advances in Artificial Intelligence — IBERAMIA 2002 - Lecture Notes in Computer Science ◽

Machine Learning Models for Online Dynamic Security Assessment of Electric Power Systems

10.1007/3-540-36131-6_53 ◽

2002 ◽

pp. 519-525 ◽

Author(s):

Claudio M. Rocco ◽

José A. Moreno

Keyword(s):

Machine Learning ◽

Power Systems ◽

Electric Power ◽

Electric Power Systems ◽

Security Assessment ◽

Learning Models ◽

Dynamic Security ◽

Machine Learning Models

Real-time power system dynamic security assessment based on advanced feature selection for decision tree classifiers

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ◽

10.3906/elk-1705-268 ◽

2018 ◽

Vol 26 (4) ◽

pp. 2104-2116 ◽

Author(s):

Qusay AL-GUBRI ◽

Mohd Aifaa MOHD ARIFF

Keyword(s):

Feature Selection ◽

Decision Tree ◽

Power System ◽

Real Time ◽

System Dynamic ◽

Security Assessment ◽

Dynamic Security ◽

Selection For

2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) ◽

PMU Based Data Driven Approach For Online Dynamic Security Assessment in Power Systems

10.1109/isap48318.2019.9065968 ◽

2019 ◽

Author(s):

Prajwal Kumar Jaiswal ◽

Sayari Das ◽

Bijaya Ketan Panigrahi

Keyword(s):

Power Systems ◽

Data Driven ◽

Security Assessment ◽

Dynamic Security ◽

Data Driven Approach

An Analytical Approach to Probabilistic Dynamic Security Assessment of Power Systems Incorporating Wind Farms

Energy Procedia ◽

10.1016/j.egypro.2017.12.036 ◽

2017 ◽

Vol 142 ◽

pp. 224-229

Author(s):

Yanli Liu ◽

Ziyuan Yue ◽

Yixin Yu

Keyword(s):

Power Systems ◽

Analytical Approach ◽

Wind Farms ◽

Security Assessment ◽

Dynamic Security ◽

An Online Dynamic Security Assessment in Power Systems Using RBF-R Neural Networks

IETE Journal of Research ◽

10.1080/03772063.2018.1527258 ◽

2018 ◽

pp. 1-13

Author(s):

S. Jafarzadeh ◽

V. M. I. Genc ◽

Z. Cataltepe

Keyword(s):

Neural Networks ◽

Power Systems ◽

Security Assessment ◽

Dynamic Security ◽

On-Line Stability and Dynamic Security Assessment of Electric Power Systems

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)60411-7 ◽

1985 ◽

Vol 18 (7) ◽

pp. 23-33 ◽

Author(s):

M. Ribbens-Pavella ◽

Th. Van Cutsem ◽

P. Rousseaux

Keyword(s):

Power Systems ◽

Electric Power ◽

Electric Power Systems ◽

Security Assessment ◽

Dynamic Security ◽

On Line

A Reliable Intelligent System for Real-Time Dynamic Security Assessment of Power Systems

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2012.2183899 ◽

2012 ◽

Vol 27 (3) ◽

pp. 1253-1263 ◽

Cited By ~ 107

Author(s):

Yan Xu ◽

Zhao Yang Dong ◽

Jun Hua Zhao ◽

Pei Zhang ◽

Kit Po Wong

Keyword(s):

Power Systems ◽

Real Time ◽

Intelligent System ◽

Security Assessment ◽

Time Dynamic ◽

Dynamic Security ◽

Artificial Neural-Net Based Dynamic Security Assessment for Electric Power Systems

IEEE Power Engineering Review ◽

10.1109/mper.1989.4310480 ◽

1989 ◽

Vol 9 (2) ◽

pp. 55-55 ◽

Cited By ~ 3

Author(s):

Dejan J. Sobajic ◽

Yoh-Han Pao

Keyword(s):

Power Systems ◽

Electric Power ◽

Electric Power Systems ◽

Neural Net ◽

Security Assessment ◽

Dynamic Security ◽

Artificial Neural Net ◽

Artificial Neural