Data-Driven Dynamic Security Assessment and Control of Power Systems: An Online Sequential Learning Method

Journal of Energy Engineering ◽

10.1061/(asce)ey.1943-7897.0000619 ◽

2019 ◽

Vol 145 (5) ◽

pp. 04019019 ◽

Author(s):

Rui Zhang ◽

Yan Xu

Keyword(s):

Power Systems ◽

Sequential Learning ◽

Data Driven ◽

Security Assessment ◽

Learning Method ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

Online Sequential Learning ◽

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

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

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 ◽

Dynamic Security Assessment ◽

Data Driven Approach

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An integrated approach to dynamic security assessment and control of power systems

PowerCon 2000. 2000 International Conference on Power System Technology. Proceedings (Cat. No.00EX409) ◽

10.1109/icpst.2000.898152 ◽

2002 ◽

Author(s):

H. Hashimoto ◽

H. Taoka ◽

Yiwei Zhang ◽

Boming Zhang

Keyword(s):

Power Systems ◽

Integrated Approach ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

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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 ◽

Author(s):

R. Tiako ◽

D. Jayaweera ◽

S. Islam

Keyword(s):

Power Systems ◽

Real Time ◽

Case Based Reasoning ◽

Security Assessment ◽

Time Dynamic ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

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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 ◽

Dynamic Security Assessment

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

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

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 ◽

Dynamic Security Assessment ◽

Machine Learning Models

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An Interpretable Deep Learning Method for Power System Dynamic Security Assessment via Tree Regularization

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2021.3133611 ◽

2021 ◽

pp. 1-1

Author(s):

Chao Ren ◽

Yan Xu ◽

Rui Zhang

Keyword(s):

Deep Learning ◽

Power System ◽

System Dynamic ◽

Security Assessment ◽

Learning Method ◽

Dynamic Security ◽

Dynamic Security Assessment

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A data-driven approach for online dynamic security assessment with spatial-temporal dynamic visualization using random bits forest

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2020.106316 ◽

2021 ◽

Vol 124 ◽

pp. 106316

Author(s):

Songkai Liu ◽

Lihuang Liu ◽

Nan Yang ◽

Dan Mao ◽

Lei Zhang ◽

...

Keyword(s):

Data Driven ◽

Dynamic Visualization ◽

Security Assessment ◽

Temporal Dynamic ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

Data Driven Approach

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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 ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment

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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 ◽

Dynamic Security Assessment

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Automatic learning of sequential decision strategies for dynamic security assessment and control

2006 IEEE Power Engineering Society General Meeting ◽

10.1109/pes.2006.1708874 ◽

2006 ◽

Author(s):

L. Wehenkel ◽

M. Glavic ◽

P. Geurts ◽

D. Ernst

Keyword(s):

Security Assessment ◽

Sequential Decision ◽

Automatic Learning ◽

Decision Strategies ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

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