Misalignment Fault Diagnosis of DFWT Based on IEMD Energy Entropy and PSO-SVM

Misalignment Fault Diagnosis of DFWT Based on IEMD Energy Entropy and PSO-SVM

Misalignment is an important cause for the early failure of large doubly-fed wind turbines (DFWT). For the non-stationary characteristics of the signals in the transmission system of DFWT and the reality that it is difficult to obtain a large number of fault samples, Solidworks and Adams are used to...

Full description

Bibliographic Details
Main Authors:	Yancai Xiao, Na Kang, Yi Hong, Guangjian Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2017-01-01
Series:	Entropy
Subjects:	misalignment DFWT IEMD energy entropy PSO SVM
Online Access:	http://www.mdpi.com/1099-4300/19/1/6

Similar Items

The Application of Dual-Tree Complex Wavelet Transform (DTCWT) Energy Entropy in Misalignment Fault Diagnosis of Doubly-Fed Wind Turbine (DFWT)
by: Yancai Xiao, et al.
Published: (2017-11-01)

Research on Misalignment Fault Isolation of Wind Turbines Based on the Mixed-Domain Features
by: Yancai Xiao, et al.
Published: (2017-06-01)

Rope Tension Fault Diagnosis in Hoisting Systems Based on Vibration Signals Using EEMD, Improved Permutation Entropy, and PSO-SVM
by: Shaohua Xue, et al.
Published: (2020-02-01)

Fault Diagnosis of Transmission Shaft System of Automobile based on VMD and PSO-SVM
by: Fei Wu, et al.
Published: (2019-01-01)

Prediction of Flood Discharge Using Hybrid PSO-SVM Algorithm in Barak River Basin
by: Sandeep Samantaray, et al.
Published: (2023-01-01)

Fault Diagnosis of Gearbox based on Multi-fractal and PSO-SVM
by: Li Sha, et al.
Published: (2015-01-01)

Polycystic Ovary Syndrome (PCOS) Prediction System Using PSO-SVM
by: Lukman Hakim Shaufee, et al.
Published: (2024-03-01)

Series Arc Fault Detection of Indoor Power Distribution System Based on LVQ-NN and PSO-SVM
by: Na Qu, et al.
Published: (2019-01-01)

Novel m-PSO-SVM based Interface Controller Design for Haptic System
by: Naveen Kumar, et al.
Published: (2020-06-01)

A Modular Spectrum Sensing System Based on PSO-SVM
by: Yun Mo, et al.
Published: (2012-11-01)

PREDICTION OF TRANSMITTED WAVE HEIGHT OF TANDEM BREAKWATER USING PSO-SVM
by: Karthick S, et al.
Published: (2017-10-01)

The Use of an Improved LSSVM and Joint Normalization on Temperature Prediction of Gearbox Output Shaft in DFWT
by: Yancai Xiao, et al.
Published: (2017-11-01)

Study on the Prediction of Low-Index Coal and Gas Outburst Based on PSO-SVM
by: Yunpei Liang, et al.
Published: (2023-08-01)

Gearbox Fault Diagnosis based on LMD Approximate Entropy and PSO-ELM
by: Zhang Yuxue, et al.
Published: (2017-01-01)

PSO-SVM Based Performance-Driving Scheduling Method for Semiconductor Manufacturing Systems
by: Qingyun Yu, et al.
Published: (2023-10-01)

Optimasi SVM Berbasis PSO pada Analisis Sentimen Wacana Pindah Ibu Kota Indonesia
by: Primandani Arsi, et al.
Published: (2021-04-01)

Analisis Sentimen Tweet Tentang UU Cipta Kerja Menggunakan Algoritma SVM Berbasis PSO
by: Trifebi Shina Sabrila, et al.
Published: (2022-01-01)

DE_PSO_SVM: An Alternative Wine Classification Method Based on Machine Learning
by: Yong Li, et al.
Published: (2023-05-01)

PSO-SVM-Based Online Locomotion Mode Identification for Rehabilitation Robotic Exoskeletons
by: Yi Long, et al.
Published: (2016-09-01)

Fusion of PSO-SVM and ICEEMDAN for high stability GNSS-MR sea level height estimation
by: Linghuo Jian, et al.
Published: (2024-12-01)

Peningkatan Deep Neural Network pada Kasus Prediksi Diabetes Menggunakan PSO
by: Rusmal Firmansyah, et al.
Published: (2023-11-01)

A PSO-SVM-Based Change Detection Algorithm for Remote Sensing Optical Images
by: Bipin Shah, et al.
Published: (2024-01-01)

Optimasi Algoritma Support Vector Machine Berbasis PSO Dan Seleksi Fitur Information Gain Pada Analisis Sentimen
by: Sharazita Dyah Anggita, et al.
Published: (2023-07-01)

Research on Air Traffic Flow Management Delay Distribution Prediction Based on IV Value and PSO-SVM
by: Zheng Zhao, et al.
Published: (2023-01-01)

Cell Group Recognition Method Based on Adaptive Mutation PSO-SVM
by: Yue Wang, et al.
Published: (2018-09-01)

Misalignment Fault Diagnosis for Wind Turbines Based on Information Fusion
by: Yancai Xiao, et al.
Published: (2021-02-01)

Percussion and PSO-SVM-Based Damage Detection for Refractory Materials
by: Dan Yang, et al.
Published: (2023-01-01)

The Application of Heterogeneous Information Fusion in Misalignment Fault Diagnosis of Wind Turbines
by: Yancai Xiao, et al.
Published: (2018-06-01)

ROLLING BEARING FAULT DIAGNOSIS BASED ON FUSION CNN AND PSO-SVM
by: WANG YongDing, et al.
Published: (2021-01-01)

Research on a PSO-H-SVM-Based Intrusion Detection Method for Industrial Robotic Arms
by: Yulin Zhou, et al.
Published: (2022-03-01)

Fault Diagnosis of Planetary Gearbox Key Component based ELMD Energy Entropy and AFSA-SVM
by: Zhang Luyang, et al.
Published: (2018-01-01)

Research on Classification of Water Stress State of Plant Electrical Signals Based on PSO-SVM
by: Liguo Tian, et al.
Published: (2023-01-01)

Mechanical Fault Diagnosis based on LCD Information Entropy Feature and SVM
by: Zhang Qiantu, et al.
Published: (2015-01-01)

Misalignment Fault Prediction of Wind Turbines Based on Improved Artificial Fish Swarm Algorithm
by: Zhe Hua, et al.
Published: (2021-05-01)

Misalignment Fault Prediction of Wind Turbines Based on Combined Forecasting Model
by: Yancai Xiao, et al.
Published: (2020-03-01)

Complex Fault Source Identification Method for High-Voltage Trip-Offs of Wind Farms Based on SU-MRMR and PSO-SVM
by: Yurong Wang, et al.
Published: (2020-01-01)

Quantitative Identification of Internal and External Wire Rope Damage Based on VMD-AWT Noise Reduction and PSO-SVM
by: Jie Tian, et al.
Published: (2022-07-01)

Advancing Fault Diagnosis for Parallel Misalignment Detection in Induction Motors Based on Convolutional Neural Networks
by: Hanif Adi Rahmawan, et al.
Published: (2023-09-01)

A PSO-SVM for Burst Header Packet Flooding Attacks Detection in Optical Burst Switching Networks
by: Susu Liu, et al.
Published: (2021-12-01)

Research Based on Improved CNN-SVM Fault Diagnosis of V2G Charging Pile
by: Yuyi Yang, et al.
Published: (2023-01-01)