Calculation of Compressor Characteristics Based on Elman Neural Network

被引：0
|
作者：
Feng, Yongming [1 ]
Zhao, Donglai [1 ]
Zhang, Pengqi [1 ]
机构：
[1] Harbin Engn Univ, Coll Power & Engn, Harbin 150001, Peoples R China
来源：
ADVANCES IN MATERIALS PROCESSING X | 2012年 / 500卷
关键词：
compressor; Elman neural network; characteristic curve;
D O I：
10.4028/www.scientific.net/AMR.500.727
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
A calculation of an axial compressor characteristics is made based on Elman neural network. The experimental data provided by manufacturers are used for the neural network training. To establish the function model to obtain the pressure ratio and efficiency respectively. The result show that Elman neural network both have a good precision for prediction of interpolation and extrapolation.
引用
收藏
页码：727 / 732
页数：6
相关论文
共 50 条
  • [1] Analysis and design of an attitude calculation algorithm based on elman neural network for SINS
    Chengjun Guo
    Jiahan Yan
    Zhong Tian
    [J]. Cluster Computing, 2019, 22 : 15267 - 15272
  • [2] Analysis and design of an attitude calculation algorithm based on elman neural network for SINS
    Guo, Chengjun
    Yan, Jiahan
    Tian, Zhong
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 6): : 15267 - 15272
  • [3] Elman neural network algorithm based on PLS
    Ding, Shi-Fei
    Jia, Wei-Kuan
    Xu, Xin-Zheng
    Su, Chun-Yang
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2010, 38 (2A): : 71 - 75
  • [4] Prediction for Network traffic Based on Modified Elman Neural Network
    Wang, Xuqi
    Zhaor, Zongtao
    Zhang, Shanwen
    [J]. INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 3005 - +
  • [5] Trajectory control based on a modified Elman neural network
    Gao, XZ
    Gao, XM
    Ovaska, SJ
    [J]. SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 2505 - 2510
  • [6] Identification of PMSM Based on EKF and Elman Neural Network
    Wang Song
    Shi Shuang-shuang
    Chen Chao
    Yang Gang
    Qu Zhi-jian
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS ( ICAL 2009), VOLS 1-3, 2009, : 1459 - +
  • [7] Dynamic Matrix Control Based on Elman Neural Network
    Bai, Jing
    Pu, Tiecheng
    [J]. PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 1083 - 1086
  • [8] PCA-Based Elman Neural Network Algorithm
    Ding, Shifei
    Jia, Weikuan
    Su, Chunyang
    Xu, Xinzheng
    Zhang, Liwen
    [J]. ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2008, 5370 : 315 - +
  • [9] Channel quality evaluation based on Elman neural network
    Zhang, JianMin
    Dai, YaWen
    [J]. 2021 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, INFORMATION AND COMMUNICATION ENGINEERING, 2021, 11933
  • [10] Prediction of Internet Traffic Based on Elman Neural Network
    Wang Junsong
    Wang Jiukun
    Zeng Maohua
    Wang Junjie
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1248 - +
12345