A Machine-Learning-Based Fault Diagnosis Method With Adaptive Secondary Sampling for Multiphase Drive Systems

A review of multiphase energy conversion in wind power generation

(2021) Xiaokang Peng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Hybrid Model-Based Diagnosis Approach for Open-Switch Faults in PMSM Drives

(2021) Wentao Huang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Applications of machine learning to machine fault diagnosis: A review and roadmap

(2020) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Single-Index Open-Phase Fault Detection Method for Six-Phase Electric Drives

(2020) Paula Garcia-Entrambasaguas et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multiple Open-Switch Fault Diagnosis for Five-Phase Permanent Magnet Machine Utilizing Currents in Stationary Reference Frame

(2020) Jinwang Kong et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

A Data-Driven Method for IGBT Open-Circuit Fault Diagnosis Based on Hybrid Ensemble Learning and Sliding-Window Classification

(2019) Yang Xia et al.   IEEE Transactions on Industrial Informatics

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Experimental Investigation of Inverter Open-Circuit Fault Diagnosis for Biharmonic Five-Phase Permanent Magnet Drive

(2018) Mohamed Trabelsi et al.   IEEE Journal of Emerging and Selected Topics in Power Electronics

Enhancing Fault-Tolerant Ability of a Nine-Phase Induction Motor Drive System Using Fuzzy Logic Current Controllers

(2017) Zicheng Liu et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

(2017) Chen Lu et al.   SIGNAL PROCESSING

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

(2016) Yaguo Lei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Robustness Analysis and Experimental Validation of a Fault Detection and Isolation Method for the Modular Multilevel Converter

(2016) Shuai Shao et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Online Detection of High-Resistance Connections in Multiphase Induction Machines

(2015) Michele Mengoni et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Observer-based open transistor fault diagnosis and fault-tolerant control of five-phase permanent magnet motor drive for application in electric vehicles

(2015) Mehdi Salehifar et al.   IET Power Electronics

Deep learning

(2015) Yann LeCun et al.   NATURE

Multiphase Electric Machines for Variable-Speed Applications

(2008) E. Levi   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS