Machine learning in power electronics using MATLAB/SIMULINK.

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The talk is on use of MATLAB/SIMULINK for Machine Learning in Power Electronics. This talk consists of two MATLAB-based examples: (a) fault detection in an AC-DC power converter and (b) remaining useful life estimation for a capacitor. The objective of the talk is to introduce various toolboxes and methodologies for understanding machine learning applications in these contexts. Additionally, the discussion includes current trends in the job market and potential career opportunities following postgraduate studies.



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  • Date: 07 Apr 2025
  • Time: 11:30 AM UTC to 12:30 PM UTC
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  • Indian Institute of Technology Guwahati
  • Guwahati
  • Guwahati, Assam
  • India 781039
  • Building: Electronics and Electrical Engineering Department
  • Room Number: Conference Room

  • Contact Event Hosts


  Speakers

Mohammed Mosaddique Nawaz Hussain of IIT Guwahati

Topic:

Machine learning in power electronics using MATLAB/SIMULINK.

The talk is on use of MATLAB/SIMULINK for Machine Learning in Power Electronics. This talk consists of two MATLAB-based examples: (a) fault detection in an AC-DC power converter and (b) remaining useful life estimation for a capacitor. The objective of the talk is to introduce various toolboxes and methodologies for understanding machine learning applications in these contexts. Additionally, the discussion includes current trends in the job market and potential career opportunities following postgraduate studies.

Biography:

Dr Mohammed Mosaddique Nawaz Hussain is currently an Assistant Professor in the Department of Electrical and Electronics Engineering (EEE). He obtained his M.Tech. and Ph.D. (dual degree) from the Indian Institute of Technology (IIT) Bombay in 2020. Following his doctoral studies, he worked as a full-time researcher with Hitachi R&D, Japan, and ABB Corporate Research, Switzerland, where he contributed to advancements in power electronics and related technologies.

In December 2023, he returned to India to join IIT Bhubaneswar as an Assistant Professor, where he served until February 2025. His research interests include power electronic converters, their control strategies, and, more recently, the application of machine learning techniques in power electronics. Through his work, he aims to bridge the gap between conventional power electronics and emerging data-driven approaches to enhance system efficiency and reliability.

Email:

Address:Room No.: E1-409, Fourth Floor, Mathematics Department, C/o EEE Department, IIT Guwahati., , Guwahati, Assam, India, 781039