Post-Earthquake Serviceability Assessment Using The Convolutional Neural Networks And Deep Neural Networks

Authors(1) :-S.M. Abbas

There have been studies using image processing techniques to assess damage of structure especially columns without sending individual to onsite. Convolutional neural networks (CNNs) and the entire Deep neural network (DNN) have shown state-of-art results in object detection and image classification tasks. This study proposed cascaded deep learning network for post-earthquake structural serviceability assessment. Major target deficiency components (crack, spalled area, transverse bar, and longitudinal bar) were used to determine the proposed damage states to assess serviceability of structure. Concrete surface cracks are major defect in civil structures. Structural Inspection which is done for the evaluation of rigidity and tensile strength of the building. Crack detection plays a major role in the building inspection, finding the cracks and determining the Structural health in the case of post-earthquake. The research paper is all about finding the serviceability results of the structure.

Authors and Affiliations

S.M. Abbas

Publication Details

Published in : Volume 6 | Issue 5 | September-October 2022
Date of Publication : 2022-10-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) :
Manuscript Number : IJSRCE226512
Publisher : Technoscience Academy

ISSN : 2456-6667

Cite This Article :

S.M. Abbas, "Post-Earthquake Serviceability Assessment Using The Convolutional Neural Networks And Deep Neural Networks", International Journal of Scientific Research in Civil Engineering (IJSRCE), ISSN : 2456-6667, Volume 6, Issue 5, pp., September-October.2022
URL : https://ijsrce.com/IJSRCE226512

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Analysis of Suspension Bridge with different Types of Anchoring Considering Vehicular Loading using SAP2000 : A Review

Authors(3) :-Jyotiprakash Sahu, Radeep Ku. Nirmal, Okesh Singh

Cable-stayed and suspension bridges are two types of cable-supported bridges. One of the most common styles of long-span bridges, suspension bridges offer a number of advantages in terms of the stiffening girders' height-span ratio and material qualities. The main cables of a suspension bridge are held in place by the anchorages, which are also made up of main beams, tower piers, cables, and anchorages. Based on the main cable anchoring method, suspension bridges are classified into self-anchored or earth-anchored. In this paper presenting review of literatures related to analysis of bridge structures and loading conditions.

Authors and Affiliations

Jyotiprakash Sahu
Department of Civil Engineering, R. S. R Rungta, Chhattisgarh, India
Radeep Ku. Nirmal
Department of Civil Engineering, R. S. R Rungta, Chhattisgarh, India
Okesh Singh
Department of Civil Engineering, R. S. R Rungta, Chhattisgarh, India

Bridge, Concrete, Anchorage, Analysis, Force, Stress

  1. Chang-ke Jiao, Xin Dong, Ai-qun Li, Guang-dong Zhou, and Xiao-ping Wu, [Seismic Response of Long-Span Triple-Tower Suspension Bridge under Random Ground Motion], Hindawi Mathematical Problems in Engineering Volume 2017, Article ID 3457452, 16 pages.
  2. Xiangong Zhou, Lei Cao, Heng Han, Xiaobo Zheng , Hanhao Zhang and Zhiqing Zhang, [Seismic Fragility Analysis of Self-Anchored Suspension Bridge Considering Damping Effect], Hindawi Advances in Civil Engineering Volume 2022, Article ID 6980221, 12 pages.
  3. Nana Li, Yongqiang Zhou, Yanqiang Zhao and Guiju Li, [Analysis of suspension bridge tunnel-type anchorage construction on the stability of surrounding rock], E3S Web of Conferences, 2020.
  4. Wen Lina, Cheng Qiangong, Cheng Qiang and Guo Xifeng, [Stabilitation Research of the Tunnel Anchorage of Dadu River Bridge in Luding in Yaan to Kangding Expressway], American Journal of Civil Engineering 2017; 5(4): 196-204.
  5. Serap Altın, Kubilay Kaptan and Semih S. Tezcan, [Dynamic Analysis of Suspension Bridges and Full Scale Testing], Open Journal of Civil Engineering, 2012, 2, 58-67.
  6. Farhan Farid Reshi, Priyanka Singh, Shivangi, Ravinder Kumar Tomar and S K Singh, [Analysis and Design of Cable Stayed and Suspension Bridge Subjected to Wind Loading], IOP Conf. Series: Earth and Environmental Science 889 (2021) 012059.
  7. Hyunsung Lim, Seunghwan Seo, Sungjune Lee and Moonkyung Chung, [Analysis of the passive earth pressure on a gravity‑type anchorage for a suspension bridge], Lim et al. Geo-Engineering, 2020.
  8. Feifei Shao, Zhijun Chen and Hanbin Ge, [Parametric analysis of the dynamic characteristics of a long-span three-tower self-anchored suspension bridge with a composite girder], Advances in Bridge Engineering (2020) 1:10.
  9. Wen-Liang Qiu, Chang-Huan Kou, Chin-Sheng Kao, Shih-Wei Ma, and Jiun Yang, [STUDY ON THE SEISMIC BEHAVIOR OF SELF-ANCHORED SUSPENSION BRIDGES], Journal of Marine Science and Technology, Vol. 20, No. 4, pp. 384-391 (2012).
  10. Zhijin Shen, Jianhong Jia, Nan Jiang, Bin Zhu and Wenchang Sun, [Field-Scale Experiment on Deformation Characteristics and Bearing Capacity of Tunnel-Type Anchorage of Suspension Bridge], Energies 2022, 15, 4772.
  11. T.Subramani, J.Karthick rajan, V.R.Perumal, A.Palani and P.Kesavan, [Design and Analysis of Suspension Bridge], International Journal of Application or Innovation in Engineering & Management (IJAIEM), Volume 8, Issue 3, March 2019, ISSN 2319 - 4847.
  12. G. M. Savaliya, A. K. Desai and S. A. Vasanwala, [THE INFLUENCE OF CABLE SAG ON THE DYNAMIC BEHAVIOUR OF CABLE-STAYED SUSPENSION BRIDGE WITH VARIABLE SUSPENSION TO MAIN SPAN RATIO], International Journal of Research in Engineering and Technology eISSN: 2319-1163, Volume: 04 Issue: 11 | Nov-2015.
  13. Abhishek Pandey and Nitesh Kushwah, [Seismic Analysis and Design of Cable Stayed Bridge with Different Cable Arrangements], International Research Journal of Engineering and Technology (IRJET), Volume: 07 Issue: 12 | Dec 2020.
  14. Luca Martinellia, Marco Domaneschia and Chunxia Shib, [Submerged Floating Tunnels under Seismic Motion: Vibration Mitigation and Seaquake effects], Procedia Engineering 166 ( 2016 ) 229 – 246.
  15. Neel Shah, Prashant Kanzariya and Bimal Shah, [PARAMETRIC STUDY OF CABLE STAYED BRIDGE USING DIFFERENT PYLON CONFIGUARTION], International Journal of Engineering Applied Sciences and Technology, 2021 Vol. 5, Issue 10, ISSN No. 2455-2143, Pages 342-348.

Publication Details

Published in : Volume 6 | Issue 5 | September-October 2022
Date of Publication : 2022-09-22
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 91-97
Manuscript Number : IJSRCE226512
Publisher : Technoscience Academy

ISSN : 2456-6667

Cite This Article :

Jyotiprakash Sahu, Radeep Ku. Nirmal, Okesh Singh, "Analysis of Suspension Bridge with different Types of Anchoring Considering Vehicular Loading using SAP2000 : A Review", International Journal of Scientific Research in Civil Engineering (IJSRCE), ISSN : 2456-6667, Volume 6, Issue 5, pp.91-97, September-October.2022
URL : https://ijsrce.com/IJSRCE226512

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