학술논문

Review of AI in Power Electronics and Drive Systems
Document Type
Conference
Source
2024 3rd International conference on Power Electronics and IoT Applications in Renewable Energy and its Control (PARC) Power Electronics and IoT Applications in Renewable Energy and its Control (PARC), 2024 3rd International conference on. :94-99 Feb, 2024
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Renewable energy sources
Reviews
Layout
Software algorithms
Power electronics
Software
Power systems
AI
Neural Network
Electric Drives
Energy Management
IoT
Language
Abstract
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.