A causality based feature selection approach for data-driven dynamic security assessment

Selection Approach ◽

Feature Selection Approach

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 ◽

Data Driven Approach

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 ◽

Cited By ~ 1

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

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 ◽

Cited By ~ 4

Author(s):

Rui Zhang ◽

Yan Xu

Keyword(s):

Power Systems ◽

Sequential Learning ◽

Data Driven ◽

Security Assessment ◽

Learning Method ◽

Dynamic Security ◽

Online Sequential Learning ◽

And Control

A Hybrid Data-Driven Method for Online Power System Dynamic Security Assessment with Incomplete PMU Measurements

2019 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm40551.2019.8973710 ◽

2019 ◽

Cited By ~ 2

Author(s):

Qiaoqiao Li ◽

Yan Xu ◽

Chao Ren ◽

Junhua Zhao

Keyword(s):

Power System ◽

System Dynamic ◽

Data Driven ◽

Security Assessment ◽

Dynamic Security ◽

Hybrid Data

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

International Journal of Intelligent Systems and Applications in Engineering ◽

10.18201/ijisae.2018637931 ◽

2018 ◽

Vol 1 (6) ◽

pp. 53-58 ◽

Cited By ~ 1

Author(s):

Peyman Beyranvand ◽

Cavit Fatih Kucuktezcan ◽

Zehra Cataltepe

Keyword(s):

Feature Selection ◽

Power Systems ◽

Feature Selection Method ◽

Selection Method ◽

Security Assessment ◽

Dynamic Security ◽

A Fully Data-Driven Method Based on Generative Adversarial Networks for Power System Dynamic Security Assessment With Missing Data

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2019.2922671 ◽

2019 ◽

Vol 34 (6) ◽

pp. 5044-5052 ◽

Cited By ~ 17

Author(s):

Chao Ren ◽

Yan Xu

Keyword(s):

Missing Data ◽

Power System ◽

System Dynamic ◽

Data Driven ◽

Generative Adversarial Networks ◽

Security Assessment ◽

Dynamic Security ◽

Adversarial Networks ◽

Data driven dynamic security assessment

2014 IEEE PES General Meeting | Conference & Exposition ◽

10.1109/pesgm.2014.6938848 ◽

2014 ◽

Author(s):

Peter W. Sauer ◽

Alejandro D. Dominguez-Garcia

Keyword(s):

Data Driven ◽

Security Assessment ◽

Dynamic Security ◽

Incremental broad learning for real-time updating of data-driven power system dynamic security assessment models

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2019.1371 ◽

2020 ◽

Vol 14 (19) ◽

pp. 4052-4059

Author(s):

Chao Ren ◽

Yan Xu

Keyword(s):

Power System ◽

Real Time ◽

System Dynamic ◽

Data Driven ◽

Security Assessment ◽

Dynamic Security ◽

Hybrid GA-PCA Feature Selection Approach for Inertial Human Activity Recognition

2018 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2018.8628702 ◽

2018 ◽

Author(s):

Ayman M. Abo El-Maaty ◽

Amr G. Wassal

Keyword(s):

Feature Selection ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Selection Approach ◽

Feature Selection Approach