Deep learning-based robust dc fault protection scheme for meshed HVdc grids

MZ Yousaf, H Liu, A Raza… - CSEE Journal of Power …, 2022 - ieeexplore.ieee.org
Fast and reliable detection of faults is a significant technical challenge in transient-based
protection for a modular multi-level converter (MMC) based high voltage direct current …

ANN‐based robust DC fault protection algorithm for MMC high‐voltage direct current grids

W Xiang, S Yang, J Wen - IET Renewable Power Generation, 2020 - Wiley Online Library
Fast and reliable protection is a significant technical challenge in the modular multilevel
converter (MMC)‐based DC grids. The existing fault detection methods suffer from the …

A transient voltage-based DC fault line protection scheme for MMC-based DC grid embedding DC breakers

W Xiang, S Yang, L Xu, J Zhang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Fast and reliable DC fault detection is one of the main challenges for modular multilevel
converter (MMC) based DC grid with DC circuit breakers (DCCBs). This paper extracts the …

[HTML][HTML] A novel dc fault protection scheme based on intelligent network for meshed dc grids

MZ Yousaf, S Khalid, MF Tahir, A Tzes… - International Journal of …, 2023 - Elsevier
This paper proposes a fault detection and classification scheme for multi-terminal high
voltage direct current (MT-HVdc) lines by integrating discrete wavelet transform (DWT) multi …

Multisegmented Intelligent Solution for MT-HVDC Grid Protection

MZ Yousaf, S Mirsaeidi, S Khalid, A Raza, C Zhichu… - Electronics, 2023 - mdpi.com
Fault detection continues to be a relevant and ongoing topic in multiterminal High Voltage
Direct Current (MT-HVDC) grid protection. In MT-HVDC grids, however, high DC-fault …

A non-unit line protection scheme for MMC-based multi-terminal HVDC grid

Q Huang, G Zou, X Wei, C Sun, H Gao - International Journal of Electrical …, 2019 - Elsevier
Multi-terminal flexible HVDC grids are required due to the high penetration of renewable
energy. However, they are vulnerable to dc faults. To ensure their high reliability and …

Review and evaluation of the state of the art of DC fault detection for HVDC grids

V Psaras, A Emhemed, G Adam… - 2018 53rd International …, 2018 - ieeexplore.ieee.org
This paper reviews the state of the art of DC fault discrimination and detection methods of
HVDC grids, and summarises the underlying principles and the characteristics of each …

Intelligent fault detection and location scheme for modular multi‐level converter multi‐terminal high‐voltage direct current

Q Yang, J Li, R Santos, K Huang, P Igic - High Voltage, 2021 - Wiley Online Library
In order to overcome the drawbacks of the conventional protection methods in high‐voltage
direct current transmission lines, a deep learning approach is proposed that directly learn …

[HTML][HTML] Semi AI-based protection element for MMC-MTDC using local-measurements

N Tong, Z Tang, Y Wang, CS Lai, LL Lai - International Journal of Electrical …, 2022 - Elsevier
The multi-terminal HVDC system based on the modular multilevel converter (MMC-MTDC) is
a promising technique for flexible power transmissions to multiple regions. As such a system …

An improved DC fault protection algorithm for MMC HVDC grids based on modal-domain analysis

S Yang, W Xiang, R Li, X Lu, W Zuo… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
To detect the dc faults for the modular multilevel converter (MMC)-based dc grids using
overhead line transmission, many protection methods in phase-domain have been …