RESEARCH OF TYPHOON RAINSTORM AMOUNT ESTIMATION BASED-ON ELMAN NEURAL NETWORK

被引:0
|
作者
Chen, Shihong [1 ]
Chen, He [1 ]
机构
[1] Guangdong Univ Foreign Studies, Guangzhou, Guangdong, Peoples R China
关键词
Typhoon Rainstorm Amount; Elman Neural Network; Estimation;
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
This paper, aiming at the dynamic non-linear feature of typhoon rainstorm amount, proposes the method of typhoon rainstorm amount estimation model based-on Elman neural network. After the empirical analysis, we compare the result with that of BP neural network and of linear regression model, which shows that the method is effective and it is a new approach to estimate the typhoon rainstorm amount.
引用
收藏
页码:469 / 472
页数:4
相关论文
共 50 条
  • [1] Speed estimation for submersible motor based on elman neural network
    Deng, Hui
    Xue, Bing
    Xu, Dian-Guo
    Wang, Li-Guo
    Yang, Jing
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2007, 27 (24): : 102 - 106
  • [2] Research on power load forecasting based on elman neural network
    Jiang, Zhen (jiangzhen3812@21cn.com), 2018, SHPMedia Sdn Bhd (COMPENDIUM 1):
  • [3] Application of Gray Elman Neural Network to Predict the Gas Emission Amount
    Zhang, Jing-gang
    MECHATRONICS AND INTELLIGENT MATERIALS III, PTS 1-3, 2013, 706-708 : 1750 - 1754
  • [4] Research on Elman Neural Network control of the Engine
    Ma Jing
    Yang Yuwu
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 2, PROCEEDINGS, 2008, : 146 - 149
  • [5] Research on Aerodynamic Modeling of Elman Neural Network Based on PSO Algorithm
    Gan Xusheng
    Wang Minghua
    Li Huaping
    2017 INTERNATIONAL CONFERENCE ON MATERIALS, ENERGY, CIVIL ENGINEERING AND COMPUTER (MATECC 2017), 2017, : 190 - 196
  • [6] Research on Evaluation of Laboratories in Independent Institutes Based on the Elman Neural Network
    Jiang, Yangyong
    He, Chaoyang
    Ding, Jianbo
    EDUCATION MANAGEMENT, EDUCATION THEORY AND EDUCATION APPLICATION, 2011, 109 : 37 - 44
  • [7] Research on Power Load Forecasting Based on the Improved Elman Neural Network
    Zhang, Jiarui
    3RD INTERNATIONAL CONFERENCE ON APPLIED ENGINEERING, 2016, 51 : 589 - 594
  • [8] Estimation model of equipment cost based on gray associated Elman neural network
    Zhang, Lin
    Fan, Wen-Xin
    Yuan, Zhi-Shu
    Xu, Peng
    Binggong Xuebao/Acta Armamentarii, 2008, 29 (SUPPL.): : 85 - 88
  • [9] Research on the rolling force preset model based-on grey neural network
    Tian Jianyan
    Jiang Changhong
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2688 - 2691
  • [10] Elman neural network-based nonlinear state estimation for induction motors
    Aksoy, Saadettin
    Muhurcu, Aydin
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2011, 19 (06) : 861 - 875