Review of AI in Power Electronics and Drive Systems

The escalating calls for more suitable performance and performance in energy electronics and power structures, established in electric automobiles, renewable power setups, domestic home equipment, and diverse industrial packages, has led to a pragmatic solution: the combination of synthetic intellig...

Full description

Saved in:
Bibliographic Details
Published in2024 3rd International conference on Power Electronics and IoT Applications in Renewable Energy and its Control (PARC) pp. 94 - 99
Main Authors Patil, Vijay J., Khadake, Suhas B., Tamboli, Dipti A., Mallad, H.M., Takpere, Shantisagar M., Sawant, Vijay A.
Format Conference Proceeding
LanguageEnglish
Published IEEE 23.02.2024
Subjects
Electric Drives
Energy Management
IoT
Layout
Neural Network
Power electronics
Power systems
Renewable energy sources
Reviews
Software
Software algorithms
Online AccessGet full text

Cover

More Information
Summary:The escalating calls for more suitable performance and performance in energy electronics and power structures, established in electric automobiles, renewable power setups, domestic home equipment, and diverse industrial packages, has led to a pragmatic solution: the combination of synthetic intelligence (AI). This article delves right into a complete evaluation of the implementation of AI in motor and strength electronic systems. It gives an introductory evaluation of power electronics and drive structures, highlighting the capacity for performance development via AI. The article explores the application of AI methodologies along with system studying, fuzzy logic, and metaheuristic strategies, presenting insights into their underlying principles. Furthermore, the narrative covers various AI applications within the power industry, dropping mild on fault detection, control mechanisms, strength management, and layout optimization.
DOI:10.1109/PARC59193.2024.10486488