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 ◽

Dynamic Security Assessment

Download Full-text

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 ◽

Dynamic Security Assessment ◽

Download Full-text

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 ◽

Author(s):

Qiaoqiao Li ◽

Yan Xu ◽

Chao Ren ◽

Junhua Zhao

Keyword(s):

Power System ◽

System Dynamic ◽

Data Driven ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

Download Full-text

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 ◽

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 ◽

Dynamic Security Assessment

Download Full-text

Machine Learning Applied to Power System Dynamic Security Assessment

Intelligent Systems ◽

10.1201/9781420040814.ch2f ◽

2002 ◽

Author(s):

N Hatziargyriou ◽

E Karapidakis

Keyword(s):

Machine Learning ◽

Power System ◽

System Dynamic ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment

Download Full-text

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

Download Full-text

A grid computing based approach for the power system dynamic security assessment

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2009.12.010 ◽

2010 ◽

Vol 36 (3) ◽

pp. 553-564 ◽

Author(s):

Xingzhi Wang ◽

Zheng Yan ◽

Li Li

Keyword(s):

Power System ◽

Grid Computing ◽

System Dynamic ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment

Download Full-text

Use of artificial neural networks in a dispatcher training simulator for power system dynamic security assessment

1990 IEEE International Conference on Systems, Man, and Cybernetics Conference Proceedings ◽

10.1109/icsmc.1990.142099 ◽

2002 ◽

Author(s):

M.E. Aggoune ◽

S.V. Vadari

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power System ◽

System Dynamic ◽

Security Assessment ◽

Training Simulator ◽

Dynamic Security ◽

Dynamic Security Assessment ◽

Artificial Neural

Download Full-text

Application of Machine Learning on Power System Dynamic Security Assessment

2007 International Conference on Intelligent Systems Applications to Power Systems ◽

10.1109/isap.2007.4441604 ◽

2007 ◽

Author(s):

E. M. Voumvoulakis ◽

A. E. Gavoyiannis ◽

N.D. Hatziargyriou

Keyword(s):

Machine Learning ◽

Power System ◽

System Dynamic ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment

Download Full-text

Implementation of a Power System Dynamic Security Assessment and Early Warning System

2007 IEEE Power Engineering Society General Meeting ◽

10.1109/pes.2007.385468 ◽

2007 ◽

Author(s):

L.B. Shi ◽

N.C. Chang ◽

Z. Lan ◽

D.P. Zhao ◽

H.F. Zhou ◽

...

Keyword(s):

Power System ◽

Early Warning ◽

Early Warning System ◽

Warning System ◽

System Dynamic ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment

Download Full-text

Intelligent systems for power system dynamic security assessment: Review and classification

2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT) ◽

10.1109/drpt.2011.5993876 ◽

2011 ◽

Author(s):

Rui Zhang ◽

Yan Xu ◽

Zhao Yang Dong ◽

Ke Meng ◽

Zhao Xu

Keyword(s):

Power System ◽

Intelligent Systems ◽

System Dynamic ◽

Security Assessment ◽

Dynamic Security ◽

Dynamic Security Assessment

Download Full-text