Nonlinear state space model identification of synchronous generators

被引：50
|
作者：
Dehghani, M. [1 ]
Nikravesh, S. K. Y. [1 ]
机构：
[1] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
来源：
ELECTRIC POWER SYSTEMS RESEARCH | 2008年 / 78卷 / 05期
关键词：
identification; synchronous generators; nonlinear model; state space model; Prony method; regression equation;
D O I：
10.1016/j.epsr.2007.07.001
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：
A method for identification of a synchronous generator is suggested in this paper. The method uses the theoretical relations of machine parameters and the Prony method to find the state space model of the system. Such models are useful for controller design and stability tests. The proposed identification method is applied to a third order model of a synchronous generator. In this study, the field voltage is considered as the input and the active output power and the rotor angle are considered as the outputs of the synchronous generator. Simulation results show good accuracy of the identified model. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码：926 / 940
页数：15
相关论文
共 50 条
  • [11] Discrete-time model for the synchronous generators dynamic simulation
    Shen, Fu
    Yang, Guangbing
    Yang, Zhiwen
    Li, Shiwei
    Chong, Wang
    Luo, Zhao
    ELECTRICAL ENGINEERING, 2022, 104 (03) : 1919 - 1930
  • [12] Speaker identification based on state space model
    Xu L.
    Yang Z.
    International Journal of Speech Technology, 2016, 19 (2) : 407 - 414
  • [13] Identification of synchronous generators using adaptive wavelet networks
    Karrari, M
    Malik, OP
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2005, 27 (02) : 113 - 120
  • [14] ONLINE MEASUREMENT-BASED MODEL PARAMETER-ESTIMATION FOR SYNCHRONOUS GENERATORS - MODEL DEVELOPMENT AND IDENTIFICATION SCHEMES
    HUANG, CT
    CHEN, YT
    CHANG, CL
    HUANG, CY
    CHIANG, HD
    WANG, JC
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 1994, 9 (02) : 330 - 336
  • [15] Modelling the Interconnected Synchronous Generators and Its State Estimations
    Rana, Md Masud
    Li, Li
    Su, Steven W.
    Choi, Bong Jun
    IEEE ACCESS, 2018, 6 : 36198 - 36207
  • [16] State space model: a magical tool for state prediction in Nonlinear systems
    Wang, Qifan
    Jin, Yuhong
    Lu, Zhenyong
    Gao, Qiang
    Ge, Xiangdong
    Li, Zhonggang
    Hou, Lei
    NONLINEAR DYNAMICS, 2025, 113 (07) : 6577 - 6603
  • [17] State Estimation of Synchronous Generators Under Model Parameter Uncertainty Based on Set Membership Filter
    Cai, Yongzhi
    Chen, Haoyong
    Assala, Pascal Dieu Seul
    2014 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (IEEE PES APPEEC), 2014,
  • [18] Parallel operation of virtual synchronous generators and synchronous generators in a microgrid
    Yan, Xiangwu
    Mohamed, Sara Y. A.
    Li, Dongxue
    Gadalla, Abuzaid S.
    JOURNAL OF ENGINEERING-JOE, 2019, (16): : 2635 - 2642
  • [19] State Space LS-SVM for Polynomial Nonlinear State Space Model Based Generalized Predictive Control of Nonlinear Systems
    Dilmen, Erdem
    Beyhan, Selami
    2018 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA), 2018, : 324 - 330
  • [20] On the Rotor Angle and Voltage Dynamics Decoupling in Synchronous Generators with Nonlinear AVR
    Kumar, Ajit
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2019, 47 (16-17) : 1514 - 1523
12345