TY - JOUR
T1 - Fast and Sensitive Nonunit Protection Method for HVDC Grids Using Levenberg-Marquardt Algorithm
AU - Zhang, Chenhao
AU - Li, Yang
AU - Song, Guobing
AU - Dong, Xinzhou
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2022/9/1
Y1 - 2022/9/1
N2 - High voltage dc grids are raised high-speed operation and high reliability requirement for relay protection. This article aims at proposing a protection scheme with high operation speed, high sensitivity, and high reliability. First, the symbolic expressions of the line-mode fault component traveling wave in case of the internal and external faults are derived, which consist of the traveling wave propagation term and the dc line boundary term. It is theoretically demonstrated that the index of the traveling wave propagation term in case of internal faults is greater than that for the external faults, and the index is independent of fault impedance. Second, the Levenberg-Marquardt algorithm is introduced to extract the index and an index-based nonunit protection method as well as the protection scheme is proposed. The proposed method is theoretically robust and independent of fault impedance and fault type. In the validation, the fitting results are indicated that the symbolic expressions are correct and the extracted indices are effective to characterize the location of the faults. Numerous fault cases of different fault distances, fault impedances, and fault types have demonstrated that the proposed protection scheme is of high sensitivity, high operation speed, and high reliability.
AB - High voltage dc grids are raised high-speed operation and high reliability requirement for relay protection. This article aims at proposing a protection scheme with high operation speed, high sensitivity, and high reliability. First, the symbolic expressions of the line-mode fault component traveling wave in case of the internal and external faults are derived, which consist of the traveling wave propagation term and the dc line boundary term. It is theoretically demonstrated that the index of the traveling wave propagation term in case of internal faults is greater than that for the external faults, and the index is independent of fault impedance. Second, the Levenberg-Marquardt algorithm is introduced to extract the index and an index-based nonunit protection method as well as the protection scheme is proposed. The proposed method is theoretically robust and independent of fault impedance and fault type. In the validation, the fitting results are indicated that the symbolic expressions are correct and the extracted indices are effective to characterize the location of the faults. Numerous fault cases of different fault distances, fault impedances, and fault types have demonstrated that the proposed protection scheme is of high sensitivity, high operation speed, and high reliability.
KW - High sensitivity
KW - Levenberg "Marquardt (LM) algorithm
KW - high voltage dc (HVdc) grid
KW - high-speed nonunit protection
KW - traveling wave propagation
UR - https://www.scopus.com/pages/publications/85119580364
U2 - 10.1109/TIE.2021.3116570
DO - 10.1109/TIE.2021.3116570
M3 - 文章
AN - SCOPUS:85119580364
SN - 0278-0046
VL - 69
SP - 9064
EP - 9074
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 9
ER -