Improved Dynamic State Estimation Based Protection on Transmission Lines in MMC-HVDC Grids

被引:11
|
作者
Wang, Binglin [1 ,2 ,3 ,4 ]
Liu, Yu [1 ]
Yue, Kang [1 ]
Lu, Dayou [1 ]
Zhao, Junbo [5 ]
机构
[1] ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai 201210, Peoples R China
[2] Chinese Acad Sci, Shanghai Adv Res Inst, Shanghai 201210, Peoples R China
[3] Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Shanghai 200050, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[5] Univ Connecticut, Dept Elect & Comp Engn, Storrs, CT 06269 USA
基金
中国国家自然科学基金;
关键词
Transmission line measurements; Power transmission lines; Circuit faults; Power system dynamics; Mathematical models; Voltage measurement; Transient analysis; Dynamic state estimation; transmission line protection; improved Runge-Kutta discretization; MMC-HVDC grids; SCHEME;
D O I
10.1109/TPWRD.2021.3131324
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, an improved dynamic state estimation (DSE) based protection (DSEBP) scheme is proposed for transmission lines in MMC-HVDC grids. Firstly, a dynamic model of the protection zone (DC line of interest) is constructed using differential and algebraic equations. The impact of frequency dependent line parameters is mitigated through the utilization of the "line mode" transmission line model. Then, a novel Runge-Kutta (RK) discretization scheme is proposed to consider the dynamics of the control variables during electromagnetic transients, yielding reduced discretization error as compared to the conventional RK scheme. Finally, the batch mode regression framework based DSE is developed to formulate the protection logic considering errors of both measurements and historical estimates. Numerical experiments have shown that the proposed DSEBP scheme can dependably detect and trip internal faults, and securely ignore the external faults. The proposed scheme achieves improved reliability and operational speed as compared with the existing DSEBP schemes. The proposed scheme only requires a typical sampling rate of 10k samples per second, has the robustness to measurement noises, and the calculation burden is low enough for practical implementations.
引用
收藏
页码:3567 / 3581
页数:15
相关论文
共 50 条
  • [1] Transmission Line Fault Location in MMC-HVDC Grids Based on Dynamic State Estimation and Gradient Descent
    Wang, Binglin
    Liu, Yu
    Lu, Dayou
    Yue, Kang
    Fan, Rui
    IEEE TRANSACTIONS ON POWER DELIVERY, 2021, 36 (03) : 1714 - 1725
  • [2] A Novel Pilot Protection Scheme for MMC-HVDC Transmission Lines
    Ning, Lianying
    Zheng, Xiaodong
    Tai, Nengling
    Huang, Wentao
    Chen, Jinyi
    Wu, Zhongyu
    2017 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2017, : 105 - 110
  • [3] Protection Method Based on Wavelet Entropy for MMC-HVDC Overhead Transmission Lines
    Huang, Weibo
    Luo, Guomin
    Cheng, Mengxiao
    He, Jinghan
    Liu, Zhao
    Zhao, Yuhong
    ENERGIES, 2021, 14 (03)
  • [4] MMC-HVDC grids transmission line protection method: Based on permutation entropy algorithm
    Liu, Xiangyang
    Tang, Zhong
    Cui, Haoyang
    Wang, Chenyu
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 162
  • [5] An Accelerated Distance Protection of Transmission Lines Emanating From MMC-HVdc Stations
    Liang, Yingyu
    Huo, Yaotong
    Zhao, Feng
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2021, 9 (05) : 5558 - 5570
  • [6] A Novel Protection Scheme for MMC-HVdc Transmission Lines Based on Cross-Entropy of Charge
    Wu, Chuanjian
    Zhang, Dahai
    He, Jinghan
    IEEE ACCESS, 2020, 8 : 222800 - 222812
  • [7] A Pilot Protection Scheme for Transmission Lines of Half-Bridge MMC-HVDC Grids Using Cosine Distance Criterion
    Farshad, Mohammad
    IEEE TRANSACTIONS ON POWER DELIVERY, 2021, 36 (02) : 1089 - 1096
  • [8] A non-unit transmission line protection scheme for MMC-HVDC grids based on a novel distance criterion
    Yu, Xiuyong
    Gu, Juping
    Zhang, Xinsong
    Mao, Jingfeng
    Xiao, Liye
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2023, 151
  • [9] An Enhanced Current Differential Protection for AC Transmission Lines Connecting MMC-HVDC Stations
    Liang, Yingyu
    Ren, Yi
    He, Weixuan
    IEEE SYSTEMS JOURNAL, 2023, 17 (01): : 892 - 903
  • [10] Improved Dynamic State Estimation Based Protection on VSC-HVDC Transmission Lines with Full Exploitation of Information Redundancy
    Jia, Yixiong
    Liu, Yu
    Lin, Yuzhang
    Wang, Binglin
    2020 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2020,