Prediction model of gas quantity emitted from coal face based on PCA-GA-BP neural network and its application

被引：0
|
作者：
School of Mining and Safety Engineering, Anhui University of Science and Technology, Huainan Anhui [1 ]
232001, China
不详 [2 ]
232001, China
不详 [3 ]
30-059, Poland
机构：
来源：
J. Power Technol. | / 3卷 / 169-178期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Neural networks - Principal component analysis - Genetic algorithms - Coal mines - Regression analysis - Coal - Coal deposits - Gas emissions
引用
收藏
相关论文
共 50 条
  • [31] Microhardness Prediction Model of Peened Parts Based on GA-BP Neural Network
    Shi M.
    Wang Z.
    Gan J.
    Yang Y.
    Wang X.-L.
    Ren X.-D.
    Shen J.-G.
    Qiu B.
    [J]. Surface Technology, 2022, 51 (01): : 332 - 338and357
  • [32] Electricity Quantity Prediction Model of Power Battery based on PSO-BP Neural Network
    He, Zhao
    Wen, Junfeng
    Lin, Qionglian
    [J]. 2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 1428 - 1433
  • [33] The share price trend prediction of China's coal listed companies -Based on PCA & BP neural network
    Yang, Lanjin
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND INNOVATIVE EDUCATION (MSIE), 2016, 60 : 514 - 518
  • [34] Natural Gas Prediction Model Based on Wavelet Transform and BP Neural Network
    Hu, Wanshuai
    Tao, Zeyuan
    Guo, Dongyu
    Pan, Zixiao
    [J]. PROCEEDINGS 2018 33RD YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2018, : 952 - 955
  • [35] The application of BP neural network model in the prediction of coal worker's pneumoconiosis incidence seniority
    Wu, Jianhui
    Shao, Hongbo
    Su, Yu
    Guo, Zhengjun
    Yin, Sufeng
    Xu, Houjun
    Hu, Bo
    Yu, Liqun
    Yang, Aimin
    Wang, Guoli
    [J]. Journal of Chemical and Pharmaceutical Research, 2014, 6 (03) : 141 - 148
  • [36] Application of BP Neural Network Based on GA in Function Fitting
    Liu Jin-yue
    Zhu Bao-ling
    [J]. PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 875 - 878
  • [37] Quality Prediction Model Based on PCA-BP Neural Network for Tobacco Leaves Redrying Process
    Yin, Jiankang
    Chen, Changhua
    Li, Jingmin
    Zhang, Fei
    Yao, Jin
    [J]. ADVANCED MANUFACTURING SYSTEMS, PTS 1-3, 2011, 201-203 : 1627 - +
  • [38] Research on Prediction of Port Cargo Throughput based on PCA-BP Neural Network Combination Model
    Du Baochai
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE, COMPUTER TECHNOLOGY AND TRANSPORTATION (ISCTT 2020), 2020, : 518 - 523
  • [39] Study on Prediction of Coal-Gas Compound Dynamic Disaster Based on GRA-PCA-BP Model
    Wang, Kai
    Li, Kangnan
    Du, Feng
    [J]. GEOFLUIDS, 2021, 2021
  • [40] Prediction of tool wear based on GA-BP neural network
    Wei, Weihua
    Cong, Rui
    Li, Yuantong
    Abraham, Ayodele Daniel
    Yang, Changyong
    Chen, Zengtao
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2022, 236 (12) : 1564 - 1573
12345