Series arc‐fault diagnosis using convolutional neural network via generalized S‐transform and power spectral density

P Zhang, Y Qin - IET Generation, Transmission & Distribution, 2024 - Wiley Online Library
It is difficult to identify an arc fault accurately when the loads on the user side are more
complicated, which hinders the development of low‐voltage monitoring and pre‐warning …

Long short-term memory autoencoder neural networks based dc pulsed load monitoring using short-time fourier transform feature extraction

Y Ma, A Maqsood, K Corzine… - 2020 IEEE 29th …, 2020 - ieeexplore.ieee.org
Dc loads are increasingly used in electric ship power systems supplying a larger amount of
power electronic loads. The need for load monitoring and fault detection in dc microgrids …

Real-time dc pulsed power load monitoring using simplified k-nn algorithms

Y Ma, A Maqsood, D Oslebo… - 2021 IEEE Energy …, 2021 - ieeexplore.ieee.org
Extensive deployment of power electronic loads in Naval ship power systems indicate the
inevitable full ship electrification. Many Naval loads draw pulse power with a rapid and large …

Review of Z-Source Solid-State Circuit Breakers

KA Corzine, RW Ashton - Direct Current Fault Protection: Basic Concepts …, 2023 - Springer
This chapter presents a brief discussion of solid-state dc circuit breakers followed by a
description of the Z-source circuit breaker. The primary distinction of this breaker is that it …

Series arc fault diagnosis using generalized S-Transform and power spectral density

P Zhang, R Song, G Chen - Runan and Chen, Ganchao, Series …, 2024 - papers.ssrn.com
It is difficult to identify the arc fault effectively when the loads in the user-side are more
complicated, blocking the development of low-voltage monitoring and pre-warning …

[图书][B] AI Applications to Load Monitoring and Fault Detection for Power Electronics Systems in DC Microgrids

Y Ma - 2022 - search.proquest.com
Extensive deployment of power electronic loads in naval ship power systems indicate full
ship electrification is inevitable. Next generation warships require high power density …