2021
DOI: 10.3390/rs13183687
|View full text |Cite
|
Sign up to set email alerts
|

Artificial Intelligence Based Structural Assessment for Regional Short- and Medium-Span Concrete Beam Bridges with Inspection Information

Abstract: The functional and structural characteristics of civil engineering works, in particular bridges, influence the performance of transport infrastructure. Remote sensing technology and other advanced technologies could help bridge managers review structural conditions and deteriorations through bridge inspection. This paper proposes an artificial intelligence-based methodology to solve the condition assessment of regional bridges and optimize their maintenance schemes. It includes data integration, condition asse… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
3
1
1

Citation Types

0
7
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
7
1

Relationship

1
7

Authors

Journals

citations
Cited by 23 publications
(7 citation statements)
references
References 48 publications
0
7
0
Order By: Relevance
“…The associated aerodynam acteristics were also investigated in this paper. Several conclusions can be drawn (1) To accurately predict the final iced shape, a three-dimensional ice accum model based on Messinger theory was proposed, which was programmed a bedded into computational fluid software. The proposed model can conside such as wind speed, temperature, air moisture content, and raindrop falling By controlling these factors, the possible iced shapes of bridge cables under d weather conditions can be obtained.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…The associated aerodynam acteristics were also investigated in this paper. Several conclusions can be drawn (1) To accurately predict the final iced shape, a three-dimensional ice accum model based on Messinger theory was proposed, which was programmed a bedded into computational fluid software. The proposed model can conside such as wind speed, temperature, air moisture content, and raindrop falling By controlling these factors, the possible iced shapes of bridge cables under d weather conditions can be obtained.…”
Section: Discussionmentioning
confidence: 99%
“…Bridges are critical for connecting people and goods in the transportation system [1,2]. Freezing rain has a serious impact on daily human life, such as the destruction of infrastructure facilities, the reduction of agriculture outputs, and even the malfunction of aircraft [3,4].…”
Section: Introductionmentioning
confidence: 99%
“…The classification algorithm and clustering algorithm both were applied for solving the categorization and uncertainty problem. Xia et al proposed an artificial intelligence-based approach for condition assessment of regional bridges and optimizing their maintenance schemes [13]. The approach aggregated data, condition assessment and maintenance optimization.…”
Section: Literaturementioning
confidence: 99%
“…Focusing on bridge engineering, MLMs have achieved encouraging levels of performance for several purposes. For example, they can: (a) establish data-driven bridge condition deterioration models at a regional level by relying on inspection reports; (b) develop fragility functions for bridges subjected to pier scour under vehicular loads; (c) quantify bridge damage by processing accelerometric signals ([ 34 , 35 ], and [ 36 ]).…”
Section: Introductionmentioning
confidence: 99%