Vibration-Signal-Based Deep Noisy Filtering Model for Online Transformer Diagnosis

Quasi-distributed Vibration Sensing System for Transformers Using a Phase Sensitive OFDR

(2022) Wei-qi Qin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Evolution of distributed detection performance over balanced binary relay tree networks with bit errors

(2022) Yu-Ping Tian et al.   NONLINEAR DYNAMICS

Multi-modal information analysis for fault diagnosis with time-series data from power transformer

(2022) Zhikai Xing et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

An Online Multiple Open-Switch Fault Diagnosis Method for T-Type Three-Level Inverters Based on Multimodal Deep Residual Filter Network

(2022) Zhikai Xing et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Many-objective multilevel thresholding image segmentation for infrared images of power equipment with boost marine predators algorithm

(2021) Zhikai Xing et al.   APPLIED SOFT COMPUTING

A Novel Double-Stacked Autoencoder for Power Transformers DGA Signals With An Imbalanced Data Structure

(2021) Dongsheng Yang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory

(2021) Xiaolei Yu et al.   IEEE Transactions on Industrial Informatics

Improved LSTM-Based Abnormal Stream Data Detection and Correction System for Internet of Things

(2021) Jun Liu et al.   IEEE Transactions on Industrial Informatics

Auxiliary Information-Guided Industrial Data Augmentation for Any-Shot Fault Learning and Diagnosis

(2021) Yue Zhuo et al.   IEEE Transactions on Industrial Informatics

Research on vibration characteristics and Multi-parameter state recognition of ± 500 kV converter transformer under fluctuating conditions

(2021) Peiyu Jiang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Turn-to-Turn Short Circuit Fault Localization in Transformer Winding via Image Processing and Deep Learning Method

(2021) Arash Moradzadeh et al.   IEEE Transactions on Industrial Informatics

Transformer fault diagnosis method using IoT based monitoring system and ensemble machine learning

(2020) Chaolong Zhang et al.   Future Generation Computer Systems-The International Journal of eScience

Online Detection of Events With Low-Quality Synchrophasor Measurements Based on $i$Forest

(2020) Tong Wu et al.   IEEE Transactions on Industrial Informatics

Fault Description Based Attribute Transfer for Zero-Sample Industrial Fault Diagnosis

(2020) Liangjun Feng et al.   IEEE Transactions on Industrial Informatics

Transformer Winding Fault Diagnosis Using Vibration Image and Deep Learning

(2020) Kaixing Hong et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Low-Cost Embedded Optical Sensing Systems For Distribution Transformer Monitoring

(2020) Ajay Raghavan et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Localization of Partial Discharge in Electrical Transformer Considering Multimedia Refraction and Diffraction

(2020) Jun Jia et al.   IEEE Transactions on Industrial Informatics

Application of Operating Deflection Shapes to the Vibration-Based Mechanical Condition Monitoring of Power Transformer Windings

(2020) Yuhang Shi et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Locating Inter-Turn Faults in Transformer Windings Using Isometric Feature Mapping of Frequency Response Traces

(2020) Arash Moradzadeh et al.   IEEE Transactions on Industrial Informatics

Integration of Accelerated Deep Neural Network Into Power Transformer Differential Protection

(2019) Shahabodin Afrasiabi et al.   IEEE Transactions on Industrial Informatics

An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications

(2019) Xiongtao Zhang et al.   IEEE Transactions on Industrial Informatics

Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network

(2019) Zhuyun Chen et al.   IEEE Transactions on Industrial Informatics

Intelligent Fault Diagnosis Method Based on Full 1-D Convolutional Generative Adversarial Network

(2019) Qingwen Guo et al.   IEEE Transactions on Industrial Informatics

Deep Residual Shrinkage Networks for Fault Diagnosis

(2019) Minghang Zhao et al.   IEEE Transactions on Industrial Informatics

Operational Modal Analysis of Transformer Windings

(2019) Fan Zhang et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Retraining Strategy-Based Domain Adaption Network for Intelligent Fault Diagnosis

(2019) Yan Song et al.   IEEE Transactions on Industrial Informatics

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

(2019) Huan Wang et al.   IEEE Transactions on Industrial Informatics

Sparse Deep Stacking Network for Fault Diagnosis of Motor

(2018) Chuang Sun et al.   IEEE Transactions on Industrial Informatics

Application of DIP to Detect Power Transformers Axial Displacement and Disk Space Variation Using FRA Polar Plot Signature

(2017) Omar Aljohani et al.   IEEE Transactions on Industrial Informatics

Comparison of Mechanically and Electrically Excited Vibration Frequency Responses of a Small Distribution Transformer

(2017) Yuxing Wang et al.   IEEE TRANSACTIONS ON POWER DELIVERY

DSets-DBSCAN: A Parameter-Free Clustering Algorithm

(2016) Jian Hou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Application of Digital Image Processing to Detect Short-Circuit Turns in Power Transformers Using Frequency Response Analysis

(2016) Omar Aljohani et al.   IEEE Transactions on Industrial Informatics