Insulation Defect Diagnostic Method for OIP Bushing Based on Multiclass LS-SVM and Cuckoo Search
暂无分享,去创建一个
Lei Guo | Wei Liao | Dongyang Wang | Lijun Zhou | Chongjing Dai | Lijun Zhou | Dongyang Wang | Lei Guo | Wei Liao | C. Dai
[1] Zhaohong Deng,et al. Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier , 2018, IEEE Journal of Biomedical and Health Informatics.
[2] W. S. Zaengl,et al. Dielectric Response Methods for Diagnostics of Power Transformers , 2003 .
[3] Lijun Zhou,et al. Effects of thermal aging on moisture diffusion in insulation paper immersed with mineral oil , 2018, IEEE Transactions on Dielectrics and Electrical Insulation.
[4] Yao Zhang,et al. Multivariable LS-SVM with moving window over time slices for the prediction of bearing performance degradation , 2018, J. Intell. Fuzzy Syst..
[5] Youxian Sun,et al. A Fault-Tolerant Flow Measuring Method Based on PSO-SVM With Transit-Time Multipath Ultrasonic Gas Flowmeters , 2018, IEEE Transactions on Instrumentation and Measurement.
[6] Ping Wang,et al. Cuckoo Search and Particle Filter-Based Inversing Approach to Estimating Defects via Magnetic Flux Leakage Signals , 2016, IEEE Transactions on Magnetics.
[7] M. Nabi,et al. Improved FEM model for defect-shape construction from MFL signal by using genetic algorithm , 2007 .
[8] Ramesh C. Bansal,et al. Non-linear LS-SVM with RBF-kernel-based approach for AGC of multi-area energy systems , 2018 .
[9] Haiqing Li,et al. Flow Pattern Identification Based on EMD and LS-SVM for Gas–Liquid Two-Phase Flow in a Minichannel , 2011, IEEE Transactions on Instrumentation and Measurement.
[10] Yukio Mizuno,et al. Distinct Fault Analysis of Induction Motor Bearing Using Frequency Spectrum Determination and Support Vector Machine , 2017, IEEE Transactions on Industry Applications.
[11] Ayman H. El-Hag,et al. A Novel Bias Detection Technique for Partial Discharge Localization in Oil Insulation System , 2016, IEEE Transactions on Instrumentation and Measurement.
[12] Lilan Liu,et al. Insulating characteristics of UHV resin impregnated paper bushing condenser's materials , 2015, 2015 IEEE 11th International Conference on the Properties and Applications of Dielectric Materials (ICPADM).
[13] Jing Tian,et al. Motor Bearing Fault Detection Using Spectral Kurtosis-Based Feature Extraction Coupled With K-Nearest Neighbor Distance Analysis , 2016, IEEE Transactions on Industrial Electronics.
[14] Giles M. Foody,et al. Multiclass and Binary SVM Classification: Implications for Training and Classification Users , 2008, IEEE Geoscience and Remote Sensing Letters.
[15] Jianbin Xiong,et al. Fault Diagnosis of Rotation Machinery Based on Support Vector Machine Optimized by Quantum Genetic Algorithm , 2018, IEEE Access.
[16] Peter A. Wallace,et al. A dielectric frequency response model to evaluate the moisture content within an oil impregnated paper condenser bushing , 2013 .
[17] Thomas W. Rauber,et al. Heterogeneous Feature Models and Feature Selection Applied to Bearing Fault Diagnosis , 2015, IEEE Transactions on Industrial Electronics.
[18] Pinar Civicioglu,et al. A conceptual comparison of the Cuckoo-search, particle swarm optimization, differential evolution and artificial bee colony algorithms , 2013, Artificial Intelligence Review.
[19] C. Krishna Mohan,et al. DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data , 2017, IEEE Transactions on Big Data.
[20] Lijun Zhou,et al. Moisture estimation for oil-immersed bushing based on FDS method: field application , 2018 .
[21] Lijun Zhou,et al. Moisture estimation for oil-immersed bushing based on FDS method: at a reference temperature , 2018 .
[22] Juan Carlos García Prada,et al. Bearing fault diagnosis based on neural network classification and wavelet transform , 2006 .
[23] Johan A. K. Suykens,et al. Least Squares Support Vector Machines , 2002 .
[24] Xin-She Yang,et al. Cuckoo Search via Lévy flights , 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).
[25] Hong-Bin Shen,et al. Modeling nonlinear dynamic biological systems with human-readable fuzzy rules optimized by convergent heterogeneous particle swarm , 2015, Eur. J. Oper. Res..
[26] Wei Zhou,et al. An Intelligent Fault Diagnosis Architecture for Electrical Fused Magnesia Furnace Using Sound Spectrum Submanifold Analysis , 2018, IEEE Transactions on Instrumentation and Measurement.
[27] Hong-Bin Shen,et al. OptiFel: A Convergent Heterogeneous Particle Swarm Optimization Algorithm for Takagi–Sugeno Fuzzy Modeling , 2014, IEEE Transactions on Fuzzy Systems.
[28] Dhanraj Chitara,et al. Cuckoo Search Optimization algorithm for designing of multimachine Power System Stabilizer , 2016, 2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES).
[29] D. Y. Wang,et al. Frequency domain dielectric response of oil gap in time-varying temperature conditions , 2017, IEEE Transactions on Dielectrics and Electrical Insulation.
[30] Lijun Zhou,et al. FDS analysis for multilayer insulation paper with different aging status in traction transformer of high-speed railway , 2017, IEEE Transactions on Dielectrics and Electrical Insulation.
[31] Liu Liu,et al. Automated Visual Inspection System for Bogie Block Key Under Complex Freight Train Environment , 2016, IEEE Transactions on Instrumentation and Measurement.
[32] A. Srividya,et al. Fault diagnosis of rolling element bearing using time-domain features and neural networks , 2008, 2008 IEEE Region 10 and the Third international Conference on Industrial and Information Systems.
[33] Johan A. K. Suykens,et al. Benchmarking Least Squares Support Vector Machine Classifiers , 2004, Machine Learning.
[34] Tapan Kumar Saha,et al. Particle tracing modelling on moisture dynamics of oil-impregnated transformer , 2016 .