Abstract
With the increase of bridge operation risks and accidents, strengthening the risk management mechanism in the process of bridge operation and putting forward effective measures to solve the risk problem is one of the key problems to be solved at present. This paper discusses the development of fast ICA algorithm, summarizes the fast ICA algorithm and Bridge risk, analyzes the risk identification in the planning and design stage, analyzes the accidents and causes prone to the superstructure of large continuous beam bridge, and studies the high risk of bridge construction. The results show that the bridge accidents caused by construction account for 34%, which is far greater than other reasons.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Huethwohl, P., Lu, R., Brilakis, I.: Multi-classifier for reinforced concrete bridge defects. Autom. Constr. 105, 102824.1–102824.15 (2019)
Cha, G., Park, S., Oh, T.: A terrestrial LiDAR-based detection of shape deformation for maintenance of bridge structures. J. Constr. Eng. Manag. 145(12), 04019075.1–04019075.12 (2019)
Lu, Z., Wei, C., Liu, M., et al.: Risk assessment method for cable system construction of long-span suspension bridge based on cloud model. Adv. Civ. Eng. 2019(4), 1–9 (2019)
Xu, Y., Kong, F., Gao, K., et al.: The mechanism of mudstone skin friction of large-diameter and long piles based on the pile test of the Longhua Songhua River Bridge in Jilin Province, China. Arab. J. Geosci. 14(22), 1–12 (2021)
Li, X., Guo, X., Sun, G.: Grouting reinforcement mechanism and multimodel simulation analysis of longwall goaf. Geofluids 2021(5), 1–13 (2021)
Ghodoosi, F., Abu-Samra, S., Zeynalian, M., et al.: Maintenance cost optimization for bridge structures using system reliability analysis and genetic algorithms. J. Constr. Eng. Manag. 144(2), 04017116.1–04017116.10 (2018)
Wang, L., Zhang, Z., Han, H., et al.: Recent advances in the construction of bridged rings through cycloadditions and cascade reactions. Chin. J. Org. Chem. 41(1), 12–51 (2021)
Culmo, M.P.: Development of national specifications for accelerated bridge construction. Tr News (320), 49–54 (2019)
Tiernan, T.: Fifth circuit overturns district court injunction on bayou bridge construction. Foster Nat. Gas Rep. (TN.3207), 15–18 (2018)
Tian, J., Luo, S., Wang, X., et al.: Crane lifting optimization and construction monitoring in steel bridge construction project based on BIM and UAV. Adv. Civ. Eng. 2021(8), 1–15 (2021)
Venkateswaran, B.: Sustainable practices in bridge construction. J. Sustain. Constr. Mater. Technol. 6(1), 24–28 (2021)
Sunaryo, O.L., Magribi, M., et al.: Design analysis of loading structures in the Baruta cable-stayed bridge construction using hand method. Int. J. Sci. Eng. Res. 11(5), 829–837 (2020)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Man, X., Wang, W., Wang, X., Wang, Y. (2023). Risk Detection System of Bridge Construction Based on Fast ICA Algorithm. In: Abawajy, J.H., Xu, Z., Atiquzzaman, M., Zhang, X. (eds) Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022). ICATCI 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 169. Springer, Cham. https://doi.org/10.1007/978-3-031-28893-7_5
Download citation
DOI: https://doi.org/10.1007/978-3-031-28893-7_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-28892-0
Online ISBN: 978-3-031-28893-7
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)