An Improved Power System Transient Stability Prediction Model Based on mRMR Feature Selection and WTA Ensemble Learning
暂无分享,去创建一个
Jun Liu | Yitong Li | Wanliang Fang | Shuanbao Niu | Huiwen Sun | W. Fang | S. Niu | Yitong Li | Jun Liu | Huiwen Sun
[1] Chunxiang Yang,et al. An Improved Photovoltaic Power Forecasting Model With the Assistance of Aerosol Index Data , 2015, IEEE Transactions on Sustainable Energy.
[2] Chengxi Liu,et al. A measurement-simulation hybrid method for transient stability assessment and control based on the deviation energy , 2020 .
[3] Shahram Jadid,et al. Stochastic operational scheduling of smart distribution system considering wind generation and demand response programs , 2014 .
[4] S. M. Muyeen,et al. Stability Augmentation of a Grid-connected Wind Farm , 2008 .
[5] A. Karami,et al. Transient stability assessment of power systems described with detailed models using neural networks , 2013 .
[6] L. Wehenkel,et al. An Artificial Intelligence Framework for On-Line Transient Stability Assessment of Power Systems , 1989, IEEE Power Engineering Review.
[7] N. Amjady,et al. Transient Stability Prediction by a Hybrid Intelligent System , 2007, IEEE Transactions on Power Systems.
[8] Sumate Naetiladdanon,et al. Coordination of Power-System Stabilizers and Battery Energy-Storage System Controllers to Improve Probabilistic Small-Signal Stability Considering Integration of Renewable-Energy Resources , 2019, Applied Sciences.
[9] Soheil Ranjbar,et al. Transient Instability Prediction Using Decision Tree Technique , 2013, IEEE Transactions on Power Systems.
[10] Qian Zhang,et al. Impacts of Integration of Wind Farms on Power System Transient Stability , 2018, Applied Sciences.
[11] Joao P. S. Catalao,et al. Decision tree analysis to identify harmful contingencies and estimate blackout indices for predicting system vulnerability , 2020 .
[12] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[13] Jun Yang,et al. A Deep Imbalanced Learning Framework for Transient Stability Assessment of Power System , 2019, IEEE Access.
[14] Guangchao Geng,et al. An Efficient Parallel Sequential Approach for Transient Stability Emergency Control of Large-Scale Power System , 2018, IEEE Transactions on Power Systems.
[15] Bahman Alinezhad,et al. Out-of-Step Protection Based on Equal Area Criterion , 2017, IEEE Transactions on Power Systems.
[16] Shengwei Mei,et al. A Data Segmentation-Based Ensemble Classification Method for Power System Transient Stability Status Prediction with Imbalanced Data , 2019 .
[17] P. Kundur,et al. Definition and classification of power system stability IEEE/CIGRE joint task force on stability terms and definitions , 2004, IEEE Transactions on Power Systems.
[18] Bo Wang,et al. Power System Transient Stability Assessment Based on Big Data and the Core Vector Machine , 2016, IEEE Transactions on Smart Grid.
[19] Hemanshu R. Pota,et al. A multi-agent approach for enhancing transient stability of smart grids , 2015 .
[20] U. D. Annakkage,et al. Support Vector Machine-Based Algorithm for Post-Fault Transient Stability Status Prediction Using Synchronized Measurements , 2011, IEEE Transactions on Power Systems.
[21] Zhen Yang,et al. Application of EOS-ELM With Binary Jaya-Based Feature Selection to Real-Time Transient Stability Assessment Using PMU Data , 2017, IEEE Access.
[22] U. D. Annakkage,et al. Prediction of the Transient Stability Boundary Using the Lasso , 2013, IEEE Transactions on Power Systems.
[23] Felix F. Wu,et al. A BCU method for direct analysis of power system transient stability , 1994 .
[24] Abolfazl Vahedi,et al. Online synchronous generator out-of-step prediction by electrical power curve fitting , 2020 .
[25] Norman Mariun,et al. A Novel Implementation for Generator Rotor Angle Stability Prediction Using an Adaptive Artificial Neural Network Application for Dynamic Security Assessment , 2013, IEEE Transactions on Power Systems.
[26] Rong Yan,et al. Fast Transient Stability Batch Assessment Using Cascaded Convolutional Neural Networks , 2019, IEEE Transactions on Power Systems.
[27] Joe H. Chow,et al. A toolbox for power system dynamics and control engineering education and research , 1992 .
[28] Jiakun Fang,et al. Convolutional neural network-based power system transient stability assessment and instability mode prediction , 2020, Applied Energy.
[29] Francisco de León,et al. Real-Time Transient Stability Assessment Using Dynamic Equivalents and Nonlinear Observers , 2020, IEEE Transactions on Power Systems.
[30] Wei HU,et al. Real-time transient stability assessment in power system based on improved SVM , 2018, Journal of Modern Power Systems and Clean Energy.
[31] Wei Hu,et al. Improved Deep Belief Network and Model Interpretation Method for Power System Transient Stability Assessment , 2020, Journal of Modern Power Systems and Clean Energy.
[32] Fuhui Long,et al. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy , 2003, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[33] M. Pai,et al. Multimachine stability analysis using vector Lyapunov functions with inertial-centre decomposition , 1983 .