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
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