Online Diagnosis Method for Open-Circuit Fault of NPC Inverter Based on 1D-DSCNN-GMP Lightweight Edge Deployment
Author:
Affiliation:
1. National Key Laboratory of Science and Technology on Electromagnetic Energy, Naval University of Engineering, Wuhan, China
2. State Key Laboratory of Electrical Insulation and Power Equipment, Xi’an Jiaotong University, Xi’an, China
Funder
Foundation of Key Laboratory of Defense Science and Technology
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Energy Engineering and Power Technology
Link
http://xplorestaging.ieee.org/ielx7/6245517/10336248/10254546.pdf?arnumber=10254546
Reference39 articles.
1. Open-Circuit Fault Diagnosis Method in NPC Rectifiers Using Fault-Assumed Strategy
2. MobileNets: Efficient convolutional neural networks for mobile vision applications;howard;arXiv 1704 04861,2017
3. An MRAS-Based Diagnosis of Open-Circuit Fault in PWM Voltage-Source Inverters for PM Synchronous Motor Drive Systems
4. Logic-Based Methods for Intelligent Fault Diagnosis and Recovery in Power Electronics
5. A Real-Time Multiple Open-Circuit Fault Diagnosis Method in Voltage-Source-Inverter Fed Vector Controlled Drives
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1. Lightweight shuffle–SimAM network-based open-circuit fault diagnosis of grid-connected cascaded H-bridge inverters;Journal of Power Electronics;2024-09-10
2. Online Open-Circuit Fault Diagnosis for ANPC Inverters Using Edge-Based Lightweight Two-Dimensional CNN;IEEE Transactions on Power Electronics;2024-04
3. A Fault Diagnosis Method in Three-Phase Voltage Inverters Based on the Normalized Current Trajectory Centroid;Journal of Electrical Engineering & Technology;2024-03-18
4. Open-Circuit Fault Diagnosis of T-Type Three-Level Inverter Based on Knowledge Reduction;Sensors;2024-02-05
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