DC arc-fault detection based on empirical mode decomposition of arc signatures and support vector machine

W Miao, Q Xu, KH Lam, PWT Pong… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Protection devices are extensively utilized in direct current (DC) systems to ensure their
normal operation and safety. However, series arc faults that establish current paths in the air …

Protection of low voltage DC microgrids: A review

F Mohan, N Sasidharan - Electric Power Systems Research, 2023 - Elsevier
The technological escalation in DC power generation from renewable energy sources has
attracted the attention of researchers to the concept of DC microgrids (DCMGs). However …

Series arc fault identification method based on multi-feature fusion

Q Gong, K Peng, W Wang, B Xu, X Zhang… - Frontiers in Energy …, 2022 - frontiersin.org
With the increase of various loads connected to the low-voltage distribution system, the
difficulty of identifying low-voltage series fault arcs has greatly increased, which seriously …

Recurrence plots based method for detecting series arc faults in photovoltaic systems

A Amiri, H Samet, T Ghanbari - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Series arc faults (SAFs) are the most common faults in photovoltaic systems. If a SAF is not
detected in time, it may lead to some catastrophic damages to the system. This article …

A DC series arc fault detection method using line current and supply voltage

Q Lu, Z Ye, M Su, Y Li, Y Sun, H Huang - IEEE Access, 2020 - ieeexplore.ieee.org
In recent years, DC fault arc detection has been an electrical engineering research hotspot.
At present, most proposed detection methods do not analyze the effects of fault arc electrical …

Series arc fault detection in photovoltaic systems based on signal-to-noise ratio characteristics using cross-correlation function

M Ahmadi, H Samet, T Ghanbari - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Series arc fault (SAF) is one of the most important causes for failure of photovoltaic (PV)
systems. Conventional protections could not detect SAF at initial moments. In this paper, a …

A DC series arc fault detection method based on a lightweight convolutional neural network used in photovoltaic system

Y Wang, C Bai, X Qian, W Liu, C Zhu, L Ge - Energies, 2022 - mdpi.com
Although photovoltaic (PV) systems play an essential role in distributed generation systems,
they also suffer from serious safety concerns due to DC series arc faults. This paper …

Protection of DC microgrids based on complex power during faults in on/off-grid scenarios

SK Prince, S Affijulla, G Panda - IEEE Transactions on Industry …, 2022 - ieeexplore.ieee.org
The DC microgrid is an effective platform for integration of renewable energy sources,
energy storage systems, and smart electronic loads. However, the integration of distributed …

Reliable detection method of variable series arc fault in building integrated photovoltaic systems based on nonstationary time series analysis

S Chen, H Wu, Y Meng, Y Wang, X Li… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Arc fault characteristics would be influenced by diverse system elements and operation
levels in building integrated photovoltaic (BIPV) systems, which would challenge the arc …

A deep learning approach for series DC arc fault diagnosing and real-time circuit behavior predicting

L **ng, Y Wen, S **ao, D Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Electromagnetic interference (EMI) produced by series arc fault has long been a concern in
dc distribution systems. As EMI fault may lead to serious safety risks, it is important to detect …