Application of Artificial Neural Network in Fluid Mechanics Teaching Evaluation System

被引:0
|
作者
Zhu Changjun [1 ]
Zhou Jihong [1 ]
机构
[1] Hebei Univ Engn, Coll Urban Construct, Handan 056038, Hebei, Peoples R China
关键词
neural network; teaching evaluation; fluid mechanics;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Based on the neural network method, a neural network model for comprehensive evaluation of teaching levels in fluid mechanics is built because the classic statistics method and static model can not meet the demand of precision to the nonlinear and uncertain system.. The structure of the neural network model is described. The model is trained with fifty samples and tested with twenty samples. The test results agree well with the actual situation, showing that the model is effective in evaluating the teaching levels.
引用
收藏
页码:505 / 508
页数:4
相关论文
共 50 条
  • [41] Development and Application of Artificial Neural Network
    Wu, Yu-chen
    Feng, Jun-wen
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 102 (02) : 1645 - 1656
  • [42] Application of Artificial Neural Network in Engineering
    ZHANG Fan
    WANG Lei
    ZHOU Zhou
    ZHAO Jiaxin
    ZHANG Sensen
    HU Shixiang
    MA Wengang
    International Journal of Plant Engineering and Management, 2020, 25 (03) : 186 - 192
  • [43] The analysis based on the artificial neural network in the application of the railroad ticketing system
    Fan, LL
    Wang, XG
    THIRD WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS: GLOBAL BUSINESS INTERFACE, 2004, : 158 - 165
  • [44] Application of an Artificial Neural Network for Measurements of Synchrophasor Indicators in the Power System
    Binek, Malgorzata
    Kanicki, Andrzej
    Rozga, Pawel
    ENERGIES, 2021, 14 (09)
  • [45] Application of Artificial Neural Network and Genetic Algorithm in Constructing Index System
    Peng, Dong
    Feng, Dai
    Song, Lu
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON PRODUCT INNOVATION MANAGEMENT, VOLS I AND II, 2008, : 1463 - 1467
  • [46] An artificial neural network application to fault detection of a rotor bearing system
    Taplak, H
    Uzmay, I
    Yildirim, S
    INDUSTRIAL LUBRICATION AND TRIBOLOGY, 2006, 58 (01) : 32 - 44
  • [47] Application Of Artificial Neural Network For Deloading Control To Support System Integrity
    Hong Viet Phuong Nguyen
    Binh Nam Nguyen
    Van Tan Nguyen
    Thi Bich Thanh Truong
    Hieu Nguyen Van
    Thi Tinh Minh Le
    Quoc Tuan Tran
    2023 ASIA MEETING ON ENVIRONMENT AND ELECTRICAL ENGINEERING, EEE-AM, 2023,
  • [48] Quality Evaluation Methods of College English Teaching Reform Based on Artificial Neural Network
    Yang, Ning
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 1941 - 1954
  • [49] Quality evaluation of universities undergraduate practice teaching work based on artificial neural network
    Wang Chang-long
    Qi Yan-ming
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL II, 2009, : 393 - +
  • [50] A Hybrid Artificial Neural Network for Voltage Security Evaluation in a Power System
    Zhukov, Aleksey
    Tomin, Nikita
    Sidorov, Denis
    Panasetsky, Daniil
    Spirayev, Vadim
    2015 5TH INTERNATIONAL YOUTH CONFERENCE ON ENERGY (IYCE), 2015,