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Recent Advances in Electrical & Electronic Engineering

Author(s): Weixing Xu, Vishal Jagota*, Boussaadi Smail, Pooja Chopra and Arshpreet Kaur

DOI: 10.2174/2352096515666220704094823

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Computer Network Technology for the Construction of Engineering Safety Supervision and Management Systems

Page: [143 - 149] Pages: 7

  • * (Excluding Mailing and Handling)

Abstract

Background: Currently, the function of information construction in the supervision and management of construction project quality has become increasingly prominent and cannot be ignored by administrative departments.

Objective: This study aimed to effectively supervise and manage engineering safety data and display the system construction intuitively. Moreover, a method based on computer network technology was also proposed.

Methods: K-means clustering, random forest, neural network, and other artificial intelligence algorithms were used for data modelling. Evaluation tools, such as the classification model and regression model, were used to evaluate the quality of the developed model, and a power engineering monitoring system was established. The functions of engineering safety supervision and management, data storage and query, graphical deformation display, data analysis and forecast, and report outputs were analyzed.

Results: The mean square error of K-means was 7.74, that of the random forest was 27.5, and that of the neural network was 4.4.

Conclusion: Neural network offered the smallest error and closest data. The establishment of the system provides a new research platform for the supervision and management of power engineering safety.

Keywords: Computer network technology, security supervision, data management performance, neural network error, information technology, informatization

[1]
Y. Han, and M. Zhang, "Management Strategy for Construction Project under Informatization Background , Academic Journal of Architecture and Geotechnical Enginee",
Vol. 3, Issue 2: 14-18. [http://dx.doi.org/10.25236/AJAGE.2021.030203]
[2]
M.M. Rana, L. Li, S.W. Su, and W. Xiang, "Consensus-based smart grid state estimation algorithm", IEEE Trans. Industr. Inform., vol. 14, no. 8, pp. 3368-3375, 2017.
[http://dx.doi.org/10.1109/TII.2017.2782750]
[3]
R. de Azevedo, M.H. Cintuglu, T. Ma, and O.A. Mohammed, "Multiagent-based optimal microgrid control using fully distributed diffusion strategy", IEEE Trans. Smart Grid, vol. 8, no. 4, pp. 1997-2008, 2017.
[http://dx.doi.org/10.1109/TSG.2016.2587741]
[4]
Z. Li, L. Li, and S. Fan, "Construction of computer system and network engineering supervision system", J. Phys. Conf. Ser., vol. 1881, no. 4, p. 042055, 2021.
[http://dx.doi.org/10.1088/1742-6596/1881/4/042055]
[5]
Z.L. Wen, "Research and implementation of computer network user behavior forensics sys-tem based on system a log", J. Inf. Secur. Res., vol. 9, no. 1, pp. 23-40, 2018.
[6]
M. Heidari, and M. Rafieiemam, "P217 knowledge, attitude and performance evaluation related to health, safety and environment management system", Occup. Environ. Med., vol. 73, no. (suppl 1), pp. A193-A194, 2016.
[http://dx.doi.org/10.1136/oemed-2016-103951.533]
[7]
L. He, J. Yang, Z. Zhang, Z. Li, and M. Chen, "Research on mechanical defect detection and diagnosis method for GIS equipment based on vibration signal", Energies, vol. 14, no. 17, p. 5507, 2021.
[http://dx.doi.org/10.3390/en14175507]
[8]
K. Harijan, M.A. Uqaili, M. Memon, and U.K. Mirza, "Forecasting the diffusion of wind power in Pakistan", Energy, vol. 36, no. 10, pp. 6068-6073, 2011.
[http://dx.doi.org/10.1016/j.energy.2011.08.009]
[9]
V.H. Bui, A. Hussain, and H.M. Kim, "Diffusion strategy-based distributed operation of microgrids using multiagent system", Energies, vol. 10, no. 7, p. 903, 2017.
[http://dx.doi.org/10.3390/en10070903]
[10]
J. Tang, R. Zheng, O.B. Akan, and W. Zhang, "Introduction to the special section on learning-based modeling, management, and control for computer and communication networks", IEEE Trans. Netw. Sci. Eng., vol. 7, no. 1, pp. 153-154, 2020.
[http://dx.doi.org/10.1109/TNSE.2019.2961103]
[11]
M.M. Abdulwahid, and N. Basil, "Design and implementation of multilevel security based home management system", Int. J. Adv. Trends Comput. Sci. Eng., vol. 9, no. 4, pp. 5716-5720, 2020.
[http://dx.doi.org/10.30534/ijatcse/2020/224942020]
[12]
Y. Yu, and X. Chi, "Monitoring and management system for college students’ extracurricular physical exercise based on artificial intelligence", J. Intell. Fuzzy Syst., no. 2, pp. 1-10, 2021.
[http://dx.doi.org/10.3233/JIFS-219136]
[13]
S. Kumar, and S. Teja, "Security in different networks and issues in security management", Int. J. Innov. Res. Comput. Commun. Eng., vol. 8, no. 2, pp. 150-156, 2020.
[14]
S. Wang, "Engineering management informationization based on computer information network technology", Acta Tech. CSAV, vol. 62, no. 1, pp. 259-268, 2017.
[15]
B. Zhao, H. Yang, D. Wang, and N. Xu, "Application of computer aided technology and visual system design in engineering cost management", Tech. Bull., vol. 55, no. 18, pp. 359-365, 2017.
[16]
R. Peng, M. Zhang, and T. Liu, "Analysis of key points in safety supervision and management of construction site", IOP Conf. Ser. Earth Environ. Sci., vol. 760, no. 1, p. 012035, 2021.
[17]
J. Konior, "Monitoring of construction projects feasibility by bank investment supervision approach", Civil Eng. Arch., vol. 7, no. 1, pp. 31-35, 2019.
[http://dx.doi.org/10.13189/cea.2019.070105]
[18]
G. Trzciński P., "Kozakiewicz and R. Selwakowski, The technical aspects of using timber in the construction of forest roads", J. Water Land Dev., vol. 34, no. 34, pp. 241-247, 2017.
[http://dx.doi.org/10.1515/jwld-2017-0059]
[19]
G. Pllana, and S. Pllana, "The formation process of terms from common albanian words in technical terminologies (mechanical, electrical, construction)", Eur. J. Lang. Lit. Stud. Art., vol. 7, no. 1, p. 62, 2017.
[20]
J. Gao, "A support vector machine model for computer network security technology", Tech. Bull., vol. 55, no. 12, pp. 564-568, 2017.
[21]
Q. Wang, and P. Lu, "Research on application of artificial intelligence in computer network technology", Int. J. Patt. Recogn. Artif. Intell., vol. 33, no. 5, pp. 1959015.1-1959015.12, 2019.
[http://dx.doi.org/10.1142/S0218001419590158]
[22]
X. Zhu, and S. Luo, "The influence of computer network technology on national income distribution under the background of social economy", Comput. Commun., vol. 177, no. 4, 2021.
[http://dx.doi.org/10.1016/j.comcom.2021.06.025]
[23]
Z. Xie, "Innovation reform of college English teaching management based on computer network technology", J. Phys. Conf. Ser., vol. 1744, no. 4, p. 042110, 2021.
[http://dx.doi.org/10.1088/1742-6596/1744/4/042110]
[24]
Y. Li, "Analysis on the characteristics of Taoist language communication media based on computer network technology", J. Phys. Conf. Ser., vol. 1544, p. 012197, 2020.
[http://dx.doi.org/10.1088/1742-6596/1544/1/012197]
[25]
Y. Tang, "Research on the construction of tourism culture based on modern computer network technology", J. Phys. Conf. Ser., vol. 1915, no. 2, p. 022090, 2021.
[http://dx.doi.org/10.1088/1742-6596/1915/2/022090]
[26]
J. Tang, "Application and practice of computer network technology in online business Japanese teaching", J. Phys. Conf. Ser., vol. 1915, no. 3, p. 032055, 2021.
[http://dx.doi.org/10.1088/1742-6596/1915/3/032055]
[27]
Z. Yang, "Research on the role of computer network technology in online business Japanese teaching", J. Phys. Conf. Ser., vol. 1744, no. 4, p. 042063, 2021.
[http://dx.doi.org/10.1088/1742-6596/1744/4/042063]
[28]
S. Cai, S. Cheng, Y. Li, and D. Yin, "The application of computer network technology in power information communication function", J. of Phy.,.vol. 1744, no. 3, pp. 032229, 2021.,
[http://dx.doi.org/10.1088/1742-6596/1744/3/032229]
[29]
X. Ren, C. Li, X. Ma, F. Chen, H. Wang, A. Sharma, G.S. Gaba, and M. Masud, "Design of multi-information fusion based intelligent electrical fire detection system for green buildings", Sustainability, vol. 13, no. 6, p. 3405, 2021.
[http://dx.doi.org/10.3390/su13063405]
[30]
W.F. Yang, "Application of computer network technology in animal husbandry development", J. Phys., vol. 1533, no. 2, p. 022009, 2020.
[http://dx.doi.org/10.1088/1742-6596/1533/2/022009]
[31]
M. Chen, A. Sharma, J. Bhola, T.V. Nguyen, and C.V. Truong, ""Multi-agent task planning and resource apportionment in a smart grid"", Int. J. Syst. Assur. Eng. Manag., pp. 1-12, 2021.