Cargando…

FPGA Implementation of AI-Based Inverter IGBT Open Circuit Fault Diagnosis of Induction Motor Drives

In modern industrial manufacturing processes, induction motors are broadly utilized as industrial drives. Online condition monitoring and diagnosis of faults that occur inside and/or outside of the Induction Motor Drive (IMD) system make the motor highly reliable, helping to avoid unscheduled downti...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rajeswaran, Nagalingam, Thangaraj, Rajesh, Mihet-Popa, Lucian, Krishna Vajjala, Kesava Vamsi, Özer, Özen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146959/ https://www.ncbi.nlm.nih.gov/pubmed/35630130 http://dx.doi.org/10.3390/mi13050663

Ejemplares similares

Power Performance Comparison of SiC-IGBT and Si-IGBT Switches in a Three-Phase Inverter for Aircraft Applications
por: Abdalgader, Ibrahim A. S., et al.
Publicado: (2022)

IGBT Fault Prediction Combining Terminal Characteristics and Artificial Intelligence Neural Network
por: Li, Cailin
Publicado: (2022)

IGBT modules: technologies, driver and application
por: Volke, Andreas, et al.
Publicado: (2012)

IGBT modules: technologies, driver and application
por: Volke, Andreas
Publicado: (2017)

A Study on Real Time IGBT Junction Temperature Estimation Using the NTC and Calculation of Power Losses in the Automotive Inverter System
por: Lim, Heesun, et al.
Publicado: (2021)

Open Circuit Fault Detection of T-Type Grid Connected Inverters Using Fast S Transform and Random Forest
por: You, Li, et al.
Publicado: (2023)

Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA
por: Huerta-Rosales, Jose R., et al.
Publicado: (2021)

Potential Fault Diagnosis Method and Classification Accuracy Detection of IGBT Device Based on Improved Single Hidden Layer Feedforward Neural Network
por: Wu, Jie, et al.
Publicado: (2021)

Fault diagnosis for robust inverter power drives
por: Ginart, Antonio
Publicado: (2018)

Fault-Tolerant Control of ANPC Three-Level Inverter Based on Order-Reduction Optimal Control Strategy under Multi-Device Open-Circuit Fault
por: Xu, Shi-Zhou, et al.
Publicado: (2017)

High current high accuracy IGBT pulse generator
por: Nesterov, V V, et al.
Publicado: (1996)

The insulated gate bipolar transistor IGBT: theory and design
por: Khanna, Vinod Kumar
Publicado: (2003)

FPGA Techniques Based New Hybrid Modulation Strategies for Voltage Source Inverters
por: Sudha, L. U., et al.
Publicado: (2015)

Retracted: Potential Fault Diagnosis Method and Classification Accuracy Detection of IGBT Device Based on Improved Single Hidden Layer Feedforward Neural Network
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

A retrospective study of locally advanced cervical cancer cases treated with CT-based 3D-IGBT compared with 2D-IGBT
por: Kinoshita, Toshifumi, et al.
Publicado: (2023)

Synthesis of arithmetic circuits: FPGA, ASIC and embedded systems
por: Bioul, Gery Jean Antoine
Publicado: (2006)

Irradiation tests of the ALTERA SRAM based FPGA and fault tolerant design concepts
por: Helstrup, H, et al.
Publicado: (2003)

Empirical Mode Decomposition and Neural Networks on FPGA for Fault Diagnosis in Induction Motors
por: Camarena-Martinez, David, et al.
Publicado: (2014)

Highly-Performed Power Supply using IGBT for Synchrotron Magnets
por: Muto, M, et al.
Publicado: (1999)

Effect of Solder Layer Void Damage on the Temperature of IGBT Modules
por: Xu, Pengpeng, et al.
Publicado: (2023)

Quantum AI simulator using a hybrid CPU–FPGA approach
por: Suzuki, Teppei, et al.
Publicado: (2023)

Fault diagnosis of digital circuits
por: Yarmolik, Viacheslaw Nikolaevich
Publicado: (1990)

The IGBT device: physics, design and applications of the insulated gate bipolar transistor
por: Baliga, B Jayant
Publicado: (2015)

An IGBT Driven Slotted Beam Pipe Kicker for SPEAR III Injection
por: Pappas, G C, et al.
Publicado: (2001)

Heat Dissipation Characteristics of IGBT Module Based on Flow-Solid Coupling
por: Tan, Lipeng, et al.
Publicado: (2022)

Applying ZCT to Two-Phase Boost Converter with IGBT Switches Used
por: Hwu, Kuo-Ing, et al.
Publicado: (2022)

Active Thermal Control of IGBT Modules Based on Finite-Time Boundedness
por: Hu, Zhen, et al.
Publicado: (2023)

Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI
por: Pistellato, Mara, et al.
Publicado: (2023)

The resistive ground fault of PWM voltage inverter in the EV charging station
por: Zurek-Mortka, Marta, et al.
Publicado: (2021)

Converting data into knowledge with RCA methodology improved for inverters fault analysis
por: Arias Velásquez, Ricardo Manuel, et al.
Publicado: (2022)

Fault diagnosis of analog integrated circuits
por: Kabisatpathy, Prithviraj
Publicado: (2005)

An Explainable AI-Based Fault Diagnosis Model for Bearings
por: Hasan, Md Junayed, et al.
Publicado: (2021)

IGBT Power Stack Integrity Assessment Method for High-Power Magnet Supplies
por: Asimakopoulos, Panagiotis, et al.
Publicado: (2019)

Design and Analysis of the IGBT Heat Dissipation Structure Based on Computational Continuum Mechanics
por: Lin, Xin, et al.
Publicado: (2020)

Machine Learning Algorithm for Efficient Design of Separated Buffer Super-Junction IGBT
por: Kim, Ki Yeong, et al.
Publicado: (2023)

Thermal Performance Optimization of Integrated Microchannel Cooling Plate for IGBT Power Module
por: Xu, Hanyang, et al.
Publicado: (2023)

Study of the Solder Characteristics of IGBT Modules Based on Thermal–Mechanical Coupling Simulation
por: Chen, Jibing, et al.
Publicado: (2023)

Unique Tandem Repeats in the Inverted Terminal Repeat Regions of Monkeypox Viruses
por: Desingu, Perumal Arumugam, et al.
Publicado: (2023)

Fault injection as a test method for an FPGA in charge of data readout for a large tracking detector
por: Roed, K, et al.
Publicado: (2011)

Control of high power IGBT modules in the active region for fast pulsed power converters
por: Cravero, J M, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_6v97o0painst8tejqsincpot62