Feature selection for transient stability assessment based on kernelized fuzzy rough sets and memetic algorithm

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2014.07.070 ◽

2015 ◽

Vol 64 ◽

pp. 664-670 ◽

Author(s):

Xueping Gu ◽

Yang Li ◽

Jinghua Jia

Keyword(s):

Feature Selection ◽

Transient Stability ◽

Memetic Algorithm ◽

Stability Assessment ◽

Fuzzy Rough Sets ◽

Download Full-text

FEATURE SELECTION BY KERNELIZED FUZZY ROUGH SETS FOR TRANSIENT STABILITY ASSESSMENT BASED ON GAUSSIAN PROCESS

International Journal of Applied Mathematics and Machine Learning ◽

10.18642/ijamml_7100121484 ◽

2015 ◽

Vol 2 (2) ◽

pp. 159-175

Keyword(s):

Feature Selection ◽

Gaussian Process ◽

Transient Stability ◽

Stability Assessment ◽

Fuzzy Rough Sets

Download Full-text

Application of binary particle swarm optimization in feature selection for transient stability assessment

2011 International Conference on Electric Information and Control Engineering ◽

10.1109/iceice.2011.5778204 ◽

2011 ◽

Author(s):

Man Cao ◽

Yajun Wang

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Transient Stability ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Stability Assessment ◽

Swarm Optimization ◽

Download Full-text

Feature selection for multi-label learning based on kernelized fuzzy rough sets

Neurocomputing ◽

10.1016/j.neucom.2018.08.065 ◽

2018 ◽

Vol 318 ◽

pp. 271-286 ◽

Author(s):

Yuwen Li ◽

Yaojin Lin ◽

Jinghua Liu ◽

Wei Weng ◽

Zhenkun Shi ◽

...

Keyword(s):

Feature Selection ◽

Fuzzy Rough Sets ◽

Download Full-text

Application of Extreme Learning Machine in Transient Stability Assessment of Power Systems

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.392.544 ◽

2013 ◽

Vol 392 ◽

pp. 544-547 ◽

Author(s):

Yang Li ◽

Xue Ping Gu

Keyword(s):

Power Systems ◽

Extreme Learning Machine ◽

Transient Stability ◽

Test System ◽

System Level ◽

Stability Assessment ◽

Fuzzy Rough Sets ◽

Operation Condition ◽

Learning Machine

This paper presents a new method for transient stability assessment (TSA) of power systems using kernel fuzzy rough sets and extreme learning machine (ELM). Considering the possible real-time information provided by phasor measurement units, a group of system-level classification features were firstly extracted from the power system operation condition to construct the original feature set. Then kernelized fuzzy rough sets were used to reduce the dimension of input space, and ELM was employed to build a TSA model. The effectiveness of the proposed method is validated by the simulation results on the New England 39-bus test system.

Download Full-text

Membership evaluation and feature selection for fuzzy support vector machine based on fuzzy rough sets

Soft Computing ◽

10.1007/s00500-010-0577-z ◽

2010 ◽

Vol 15 (6) ◽

pp. 1105-1114 ◽

Author(s):

Qiang He ◽

Congxin Wu

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Support Vector ◽

Fuzzy Rough Sets ◽

Fuzzy Support Vector Machine ◽

Download Full-text

Distributed Feature Selection for Big Data Using Fuzzy Rough Sets

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2019.2955894 ◽

2020 ◽

Vol 28 (5) ◽

pp. 846-857 ◽

Author(s):

Linghe Kong ◽

Wenhao Qu ◽

Jiadi Yu ◽

Hua Zuo ◽

Guihai Chen ◽

...

Keyword(s):

Feature Selection ◽

Big Data ◽

Fuzzy Rough Sets ◽

Download Full-text

A feed-forward artificial neural network with enhanced feature selection for power system transient stability assessment

Electric Power Systems Research ◽

10.1016/j.epsr.2005.12.026 ◽

2006 ◽

Vol 76 (12) ◽

pp. 1047-1054 ◽

Author(s):

Harinder Sawhney ◽

B. Jeyasurya

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Feature Selection ◽

Power System ◽

Transient Stability ◽

Stability Assessment ◽

Feed Forward ◽

Selection For ◽

Artificial Neural

Download Full-text

A Novel Temporal Feature Selection for Time-Adaptive Transient Stability Assessment

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) ◽

10.1109/isgteurope.2019.8905487 ◽

2019 ◽

Author(s):

Bendong Tan ◽

Jun Yang ◽

Ting Zhou ◽

Yi Xiao ◽

Qiangming Zhou

Keyword(s):

Feature Selection ◽

Transient Stability ◽

Stability Assessment ◽

Selection For ◽

Temporal Feature

Download Full-text

Input feature selection for real-time transient stability assessment for artificial neural network (ANN) using ANN sensitivity analysis

Proceedings of the 21st International Conference on Power Industry Computer Applications. Connecting Utilities. PICA 99. To the Millennium and Beyond (Cat. No.99CH36351) ◽

10.1109/pica.1999.779510 ◽

2003 ◽

Author(s):

A.G. Bahbah ◽

A.A. Girgis

Keyword(s):

Neural Network ◽

Sensitivity Analysis ◽

Artificial Neural Network ◽

Feature Selection ◽

Real Time ◽

Transient Stability ◽

Stability Assessment ◽

Input Feature ◽

Selection For ◽

Artificial Neural Network Ann

Download Full-text

Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification

Applied Intelligence ◽

10.1007/s10489-020-01863-5 ◽

2020 ◽

Author(s):

Shengxing Bai ◽

Yaojin Lin ◽

Yan Lv ◽

Jinkun Chen ◽

Chenxi Wang

Keyword(s):

Feature Selection ◽

Large Scale ◽

Hierarchical Classification ◽

Fuzzy Rough Sets ◽

Selection For ◽

Online Streaming

Download Full-text