Nonlinear System Identification Using Neural Network

被引：0
|
作者：
Arain, Muhammad Asif [1 ,2 ]
Ayala, Helon Vicente Hultmann [1 ,2 ]
Ansari, Muhammad Adil [3 ]
机构：
[1] Univ Genoa, Genoa, Italy
[2] Warsaw Univ Technol, Warsaw, Poland
[3] Quaid Awam Univ Engn Sci & Technol, Nawabshah, Pakistan
来源：
EMERGING TRENDS AND APPLICATIONS IN INFORMATION COMMUNICATION TECHNOLOGIES | 2012年 / 281卷
关键词：
Nonlinear systems; System identification; Magneto-rheological damper; Neural Networks;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Magneto-rheological damper is a nonlinear system. In this case study, system has been identified using Neural Network tool. Optimization between number of neurons in the hidden layer and number of epochs has been achieved and discussed by using multilayer perceptron Neural Network.
引用
收藏
页码：122 / +
页数：2
相关论文
共 50 条
  • [1] Nonlinear Dynamic System Identification Using Legendre Neural Network
    Patra, Jagdish C.
    Bornand, Cedric
    [J]. 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [2] System Identification for Nonlinear Maneuvering of Ships Using Neural Network
    Rajesh, G.
    Rajasekhar, G. Giri
    Bhattacharyya, S. K.
    [J]. JOURNAL OF SHIP RESEARCH, 2010, 54 (01): : 1 - 14
  • [3] Nonlinear system identification using optimized dynamic neural network
    Xie, W. F.
    Zhu, Y. Q.
    Zhao, Z. Y.
    Wong, Y. K.
    [J]. NEUROCOMPUTING, 2009, 72 (13-15) : 3277 - 3287
  • [4] Robust adaptive identification of nonlinear system using neural network
    Song, Q
    Yin, L
    Soh, YC
    [J]. NEURAL NETWORKS FOR SIGNAL PROCESSING X, VOLS 1 AND 2, PROCEEDINGS, 2000, : 95 - 104
  • [5] Robust adaptive identification of nonlinear system using neural network
    Song, Q.
    Yin, L.
    Soh, Y.C.
    [J]. Neural Networks for Signal Processing - Proceedings of the IEEE Workshop, 2000, 1 : 95 - 104
  • [6] System Identification of Nonlinear Inverted Pendulum Using Artificial Neural Network
    Gautam, Pooja
    [J]. 2016 INTERNATIONAL CONFERENCE ON RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2016,
  • [7] Identification of nonlinear aeroelastic system using fuzzy wavelet neural network
    Dou, Liqian
    Ji, Ran
    Gao, Jingqi
    [J]. NEUROCOMPUTING, 2016, 214 : 935 - 943
  • [8] Robust nonlinear system identification using neural-network models
    Lu, SW
    Basar, T
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (03): : 407 - 429
  • [9] Continuous-time nonlinear system identification using neural network
    Liu, Yong
    Zhu, J. Jim
    [J]. 2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 613 - +
  • [10] Inverse model, identification of nonlinear dynamic system using neural network
    Mang, Ming-Guang
    [J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 2451 - 2455
12345