A Comprehensive Study of Machine Learning Algorithms for GPU based Real-time Monitoring and Lifetime Prediction of IGBTs-Reference-Cited by-同舟云学术

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A Comprehensive Study of Machine Learning Algorithms for GPU based Real-time Monitoring and Lifetime Prediction of IGBTs

Published:2024-02-25 Issue: Volume:1 Page:2678-2684
ISSN:
Container-title:2024 IEEE Applied Power Electronics Conference and Exposition (APEC)
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Author:

Moniruzzaman Md¹,Okilly Ahmed H.²,Choi Seungdeog¹,Baek Jeihoon²,Mannan Tahmid Ibne¹,Islam Zeenat³

Affiliation:

1. Mississippi State University,Department of Electrical and Computer Engineering,Starkville,USA

2. Koreatech University,Electrical & Electronics and Communication Engineering Department,Cheonan,Republic of Korea

3. Mississippi State University,Department of Computer Science and Engineering,Starkville,USA

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10509012/10509018/10509167.pdf?arnumber=10509167

Reference31 articles.

1. Energy management schemes, challenges and impacts of emerging inverter technology for renewable energy integration towards grid decarbonization

2. Overview of Current Thermal Management of Automotive Power Electronics for Traction Purposes and Future Directions

3. Comparative Performance Study of Hybrid Si/SiC Insulated-Gate Bipolar Transistors

4. Remaining useful lifetime estimation for discrete power electronic devices using physics-informed neural network

5. PHM of Power Electronic Converters in Renewable Energy Systems: A Short Review With Some Applications

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Overview on Space-Based Optical Orbit Determination Method Employed for Space Situational Awareness: From Theory to Application;Photonics;2024-06-27

2. Optimizing Insulated-Gate Bipolar Transistors’ Lifetime Estimation: A Critical Evaluation of Lifetime Model Adjustments Based on Power Cycling Tests;Energies;2024-05-29

3. Design of Data Collect System for Cloud Computing of Rivers Quality and Level;2024 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA);2024-05-23

4. Estimating of IGBT Bond Wire Lift-Off Trend Using Convolutional Neural Network (CNN);IEEE Access;2024

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