A hybrid Optical Current Transducer based on adaptive Kalman filter theory

被引:0
作者
Li, YS
Li, W
Yang, WH
Gao, S
Zhang, GQ
Guo, ZZ
机构
来源
POWERCON 2002: INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS 1-4, PROCEEDINGS | 2002年
关键词
optical current transducer; Current Transformer; adaptive theory; Faraday effect; Adaptive Kalman Filter;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Since the benefits of an Optical Current Transducer, the OCT has been intensively investigated in recent years. However, temperature and stress-induced linear birefringence in sensing materials causes error and instability, which limits severely the practical application of OCT. In order to take advantages of both the conventional CT and OCT, the paper presents a new kind of hybrid optical CT formed by the Conventional CT with high accuracy in the steady state and the optical CT with no saturation under fault current conditions. By means of the adaptive Kalman filter algorithm derived in this paper, the hybrid optical CT is adjusted adaptively to improve the accuracy to satisfy the need of measurement and protection in the power systems. In addition, applying the noise estimation with unknown prior statistics to the basic Kalman adaptive filter equations, the adaptive Kalman filter algorithm with noise estimation is derived in the paper. The test results show the validity of the hybrid optical CT and the adaptive Kalman filter algorithm.
引用
收藏
页码:1127 / 1131
页数:5
相关论文
共 50 条
  • [21] Random Error Compensation of MEMS Gyroscope Based on Adaptive Kalman Filter
    Lin, Xin
    Zhang, Xiaoli
    PROCEEDINGS OF THE 32ND 2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2020), 2020, : 1206 - 1210
  • [22] Arc length stable method of GTAW based on adaptive Kalman filter
    Wang, Hui
    Lei, Ting
    Rong, Youmin
    Shao, Wenjun
    Huang, Yu
    JOURNAL OF MANUFACTURING PROCESSES, 2021, 63 (63) : 130 - 138
  • [23] Adaptive Kalman Filter for Extreme Polarization Effects Equalization in Coherent Optical Communication System
    Qiu, Liyuan
    Zheng, Zibo
    Zhang, Xiaoguang
    Cui, Nan
    Xi, Lixia
    Zhang, Wenbo
    2018 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP), 2018,
  • [24] An adaptive Kalman filter for extreme polarization effects equalization in coherent optical communication system
    Qiu, Liyuan
    Zheng, Zibo
    Zhang, Xiaoguang
    Xi, Lixia
    Zhang, Wenbo
    Yi, Wei
    Xu, Hengying
    Tang, Xianfeng
    OPTICS COMMUNICATIONS, 2019, 445 : 125 - 135
  • [25] Comments on "Adaptive fading Kalman filter with an application"
    Özbek, L
    Aliev, FA
    AUTOMATICA, 1998, 34 (12) : 1663 - 1664
  • [26] An Adaptive Kalman Filter for Radar Tracking Application
    Dang, Van Tho
    MRRS: 2008 MICROWAVES, RADAR AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS, 2008, : 261 - 264
  • [27] Hidden AR process and adaptive Kalman filter
    Kutoyants, Yury A.
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2025, 77 (01) : 61 - 103
  • [28] Optical current transducer and its signal processing analysis
    Li, E
    Liu, YB
    MacAlpine, JMK
    Yi, BS
    FIBER OPTIC SENSORS V, 1996, 2895 : 2 - 7
  • [29] A Novel Method of Adaptive Kalman Filter for Heading Estimation Based on an Autoregressive Model
    Chai, Dashuai
    Chen, Guoliang
    Wang, Shengli
    APPLIED SCIENCES-BASEL, 2019, 9 (18):
  • [30] Adaptive Kalman filter based on integer ambiguity validation in moving base RTK
    Zhipeng Wang
    Xiaopeng Hou
    Zhiqiang Dan
    Kun Fang
    GPS Solutions, 2023, 27