Li Chenggong, Jin Hongtao, Jiao Zongxiaet al. Mechanism and suppression of extraneous torque of motor driver load simulator[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(02): 204-208. (in Chinese)
Citation: Wang Huiwen, Zhang Ying. Forecast modeling for structural equation model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2007, 33(04): 477-480. (in Chinese)

Forecast modeling for structural equation model

  • Received Date: 18 May 2006
  • Publish Date: 30 Apr 2007
  • Based on the historical data, a forecast modeling method for structural equation model was discussed, where the future relationship between the system factors was described without future sample. By applying spectra of matrix, the covariance matrix was decomposed of eigenvectors and eigenvalues. Typical linear regression method was adopted to predict eigenvalues, and predictive method of orthonomal matrix based on rotations of principal axes was adopted to predict eigenvector matrix, so it structured a forecast method of covariance matrix. The maximum likelihood method was applied to estimate the parameters of future structural equation model. The experimental simulation illustrated main computational procedures of the predictive model.The results show a high precise of the predictive values. The agreement of the final computation results with the experimental data indicates this method could be used to analyze and forecast structural equation model.

     

  • [1] 李建宁.结构方程模型导论[M].合肥:安徽大学出版社,2004 Li Jianning. Introduction of structural equation model[M]. Hefei:Anhui University Press,2004(in Chinese) [2] 郭志刚. 社会统计分析方法- SPSS软件应用[M]. 北京:中国人民大学出版社, 2001:339-384 Guo Zhigang. Social statistic analysis methods-SPSS software application[M]. Beijing:China Renmin University Press, 2001:339-384(in Chinese) [3] Wang Huiwen, Liu Qiang. Forecast modeling for rotations of principal axes of multidimensional data sets[J]. Computational Statistics & Data Analysis,1998,27:345-354
  • Relative Articles

    [1]DONG Lei, WANG Qi, CHEN Xi, LIU Jiachen. Design of operational security guarantee method for DAA system based on runtime assurance[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2025.0122
    [2]LI Yanhua, YANG Jie, ZHOU Jin, GE Jiaxin. Research on flight schedule optimization considering passengers' transit duration and transit service selection preference[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0900
    [3]YANG S C,WANG X,CHEN F,et al. Advances in prognosis and health management technologies of lithium-ion batteries[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(5):1490-1502 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0296.
    [4]HUANG D,LONG J F,CHENG Y,et al. Experimental study on beam characteristics of µHT-1 thruster under wide range adjustment of operating parameters[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(6):2119-2128 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0406.
    [5]WU R Y,YANG D Z,REN Y,et al. Modelling method for pedestrian safety behavior in shared road spaces of pedestrian-traditional vehicle-autonomous vehicle[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(6):2099-2105 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0370.
    [6]ZHANG Q S,LI D Q,YANG J. Influence of vibration on cyclic and thermal runaway characteristics of lithium ion batteries[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(5):1548-1556 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0267.
    [7]JIN B,LI R,WANG D,et al. Service performance assessment method of single frequency SBAS[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(10):3062-3073 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0785.
    [8]WANG Y J,SHUI X Y,WANG M Y. Research progress on airport slot allocation[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(4):1065-1076 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0425.
    [9]GU Qiuli, WANG Lili. A study was conducted to assess the workload of individual controllers[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0351
    [10]LIU H Y,MA Z Q,YE Y F,et al. Smart contracts-as-a-service with on-chain and off-chain collaboration[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(10):3262-3273 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0784.
    [11]ZHOU Zi-yan, LI Qiao, SHI Qi-dong. A heuristic constraint conversion scheduling method for time-triggered flows in TSN[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0585
    [12]ZHANG Q S,LI D Q,LIAN X X. Study of corrosion and hydrogen evolution risk of waded lithium ion-battery[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(7):2083-2092 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0617.
    [13]LIAO C Y,YU J S,LE X L. Optimization of office process task allocation based on deep reinforcement learning[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(2):487-498 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0290.
    [14]CHEN Y,ZHOU Z J,WANG J,et al. Structural safety assessment model of large liquid tanks considering environmental disturbance[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(4):981-989 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0350.
    [15]MA L Q,SUN X Z. Design of flight control system for BWB civil aircraft considering safety[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(4):804-814 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0341.
    [16]PAN D,LUO F,LI Y Z,et al. Airport safety risk early warning under circumstance of non-suspend air construction based on DW-MEE[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(4):780-791 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0707.
    [17]XIONG Minglan, WANG Huawei, NI Xiaomei, LIN Ruiguan. Operation risk of civil aircraft based on SOM and association rules[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(11): 2325-2334. doi: 10.13700/j.bh.1001-5965.2021.0102
    [18]HU Yan-peng, GUO Jin, ZHOU Meng, WANG Xiang-yu. Research on energy management of solar powered UAV based on energy closed-loop[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2022.0749
    [19]YANG Shichun, LI Qiangwei, ZHOU Sida, ZHANG Zhengjie, MA Yuan, CHEN Fei. Construction of digital twin model of lithium-ion battery for intelligent management[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(9): 1734-1744. doi: 10.13700/j.bh.1001-5965.2022.0593
    [20]Zhao Sijun, Wang Shaoping, Shang Yaoxing. Prognostics and health management system of hydraulic power supply[J]. Journal of Beijing University of Aeronautics and Astronautics, 2010, 36(1): 14-17.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views(3154) PDF downloads(1623) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return