A real-time transformer discharge pattern recognition method based on CNN-LSTM driven by few-shot learning

Fine-grained Modulation Classification Using Multi-scale Radio Transformer with Dual-channel Representation

(2022) Qinghe Zheng et al.   IEEE COMMUNICATIONS LETTERS

An interpretable CNN model for classification of partial discharge waveforms in 3D-printed dielectric samples with different void sizes

(2022) Sara Mantach et al.   NEURAL COMPUTING & APPLICATIONS

A Convolutional Neural Network-Based Model for Multi-Source and Single-Source Partial Discharge Pattern Classification Using Only Single-Source Training Set

(2021) Sara Mantach et al.   Energies

Phase-resolved partial discharge analysis of different types of electrode systems using machine learning classification

(2021) Shinya Iwata et al.   ELECTRICAL ENGINEERING

Classification of Superimposed Partial Discharge Patterns

(2021) Benjamin Adam et al.   Energies

Partial Discharge Detection and Diagnosis of Transformer Bushing Based on UHF Method

(2021) Jun Jiang et al.   IEEE SENSORS JOURNAL

Two Graphical Shapes Based on DGA for Power Transformer Fault Types Discrimination

(2021) Manal M. Emara et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification

(2021) Qinghe Zheng et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification

(2020) Qinghe Zheng et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

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

Accumulative effect of partial discharges at impulse voltage wave tail

(2020) Marek Florkowski   IET Science Measurement & Technology

Partial Discharge Pattern Recognition Based on 3D Graphs of Phase Resolved Pulse Sequence

(2020) Simeng Song et al.   Energies

Classification of Partial Discharge Images Using Deep Convolutional Neural Networks

(2020) Marek Florkowski   Energies

Condition Monitoring Based on Partial Discharge Diagnostics Using Machine Learning Methods: A Comprehensive State-of-the-Art Review

(2020) Shibo Lu et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Statistical Feature Extraction and System Identification Algorithms for Partial Discharge Signal Classification Using Laguerre Polynomial Expansion

(2020) Hamed Janani et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification

(2020) Qinghe Zheng et al.   NEURAL COMPUTING & APPLICATIONS

Partial Discharges Pattern Recognition of Transformer Defect Model by LBP & HOG Features

(2019) Keyvan Firuzi et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Partial discharge detection and diagnosis in gas insulated switchgear: State of the art

(2019) Qasim Khan et al.   IEEE ELECTRICAL INSULATION MAGAZINE

Feature extraction and ageing state recognition using partial discharges in cables under HVDC

(2019) Nathalie Morette et al.   ELECTRIC POWER SYSTEMS RESEARCH

A Novel Application of Deep Belief Networks in Learning Partial Discharge Patterns for Classifying Corona, Surface, and Internal Discharges

(2019) Masoud Karimi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Recurrent Neural Network for Partial Discharge Diagnosis in Gas-Insulated Switchgear

(2018) Minh-Tuan Nguyen et al.   Energies

Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing

(2018) Jose Ignacio Aizpurua et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

GIS partial discharge pattern recognition via deep convolutional neural network under complex data source

(2018) Hui Song et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process

(2018) Qinghe Zheng et al.   IEEE Access

A new approach to partial discharge detection under DC voltage

(2018) Pietro Romano et al.   IEEE ELECTRICAL INSULATION MAGAZINE

Recognition of multiple partial discharge patterns by multi-class support vector machine using fractal image processing technique

(2018) Vigneshwaran Basharan et al.   IET Science Measurement & Technology

Robust Classification of Partial Discharges in Transformer Insulation Based on Acoustic Emissions Detected Using Fiber Bragg Gratings

(2018) Srijith Kanakambaran et al.   IEEE SENSORS JOURNAL

Assessment of computational intelligence and conventional dissolved gas analysis methods for transformer fault diagnosis

(2018) Jawad Faiz et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION