[HTML][HTML] Arc fault detection using artificial intelligence: Challenges and benefits

C Tian, Z Xu, L Wang, Y Liu - Mathematical Biosciences and …, 2023 - aimspress.com
This systematic review aims to investigate recent developments in the area of arc fault
detection. The rising demand for electricity and concomitant expansion of energy systems …

A comprehensive review of DC arc faults and their mechanisms, detection, early warning strategies, and protection in battery systems

W Xu, X Wu, Y Li, H Wang, L Lu, M Ouyang - Renewable and Sustainable …, 2023 - Elsevier
With the active promotion of green, low-carbon, and intelligent strategies in the energy
sector, the application of battery systems such as electric vehicles and energy storage …

A systematic review on DC-microgrid protection and grounding techniques: Issues, challenges and future perspective

M Mishra, B Patnaik, M Biswal, S Hasan, RC Bansal - Applied Energy, 2022 - Elsevier
This article presents an up-to-date systematic review of the status, progress, and upcoming
advancement regarding DC-microgrid. In recent years, the attention of researchers towards …

Series arc fault detection based on random forest and deep neural network

J Jiang, W Li, Z Wen, Y Bie, H Schwarz… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Series arc is prone to cause fire accidents, but its occurrences induced by different load
types and connections make the detection challengeable. This paper proposes a series arc …

The architecture optimization and energy management technology of aircraft power systems: A review and future trends

T Lei, Z Min, Q Gao, L Song, X Zhang, X Zhang - Energies, 2022 - mdpi.com
With the development of More/All-Electric Aircraft, especially the progress of hybrid electrical
propulsion or electrical propulsion aircraft, the problem of optimizing the energy system …

An enhanced Cassie–Mayr-based approach for DC series arc modeling in PV systems

M Jalil, H Samet, T Ghanbari… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
DC series arc faults are known as a great threat in photovoltaic (PV) systems that may lead
to fire and electric shock hazards. This article concentrates on driving effective models …

Arc fault protections for aeronautic applications: A review identifying the effects, detection methods, current progress, limitations, future challenges, and research …

JR Riba, M Moreno-Eguilaz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Arc faults are serious discharges, damaging insulation systems, and triggering electrical
fires. This is a transversal topic, affecting from residential to aeronautic applications. Current …

基于电缆早期故障区段定位的柔性直流配电系统保护方法

贾科, 施志明, 张旸, 张恬昕, 毕天姝 - 电力系统自动化, 2023 - epjournal.csee.org.cn
在柔性直流配电系统中, 直流极间短路故障使得全网换流器迅速闭锁, 快于直流断路器动作时间,
导致系统停运, 极大降低了系统的可靠性. 为此, 文中针对直流电缆早期短路故障 …

Identifying DC series and parallel arcs based on deep learning algorithms

HL Dang, S Kwak, S Choi - IEEE Access, 2022 - ieeexplore.ieee.org
Arc phenomena are usually related to the undesired disengagement of two electrical
connections. The emission power discharge from the failure arc may damage wiring and can …

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 …