Fatigue Life Prediction for a Concrete-Steel Composite Viaduct: A Process Based on Indirect Measurements

被引:0
作者
Del Grosso, A. [1 ]
Cademartori, M. [2 ]
Basso, P. [2 ]
Osmani, S. [2 ]
Di Gennaro, F. [3 ]
Federici, F. [3 ]
机构
[1] Univ Genoa, Genoa, GE, Italy
[2] Rina Consulting SpA, Via Cecchi, Genoa, GE, Italy
[3] Aiscat Serv SRL, Rome, Italy
来源
CIVIL STRUCTURAL HEALTH MONITORING, CSHM-8 | 2021年 / 156卷
关键词
BIM; Fatigue damage; Predictive maintenance; SHM; Multiple linear regression; Machine learning;
D O I
10.1007/978-3-030-74258-4_9
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Traffic fatigue cycles generated in steel bridge components is one of the major issues that can affect these types of structures. This paper introduces a strategy aimed at the fatigue damage assessment and remaining fatigue life prediction of concrete-steel composite bridges under traffic loads using monitoring data. The novelty of the proposed approach consists in the possibility of performing the assessment by means of indirect measurements, i.e. predicting damage at structural sections different from sensors positions. The proposed predictive model can work with real monitoring data collected, providing information on the fatigue life of selected hotspots, thus contributing to plan lifetime maintenance. To support real-time life-cycle management of infrastructures, the acquired data and the corresponding fatigue predictions are visualized in the BIM model. The strategy has been developed in the context of the European Project RAGTIME European Commission Research and Innovation Action, Horizon 2020 [1] and has been applied on a real viaduct in the northern Italy, the Mondalavia viaduct.
引用
收藏
页码:151 / 157
页数:7
相关论文
共 6 条
[1]  
Del Grosso A., 2017, SMAR
[2]  
European Commission Research and Innovation Action, Horizon 2020, RAGTIME
[3]  
Gardner L., 2005, Designer's guide to EN 1993-1-1-Eurocode 3: design of steel structures, general rules and rules for buildings
[4]  
Hendy CR, 2006, Designers' guide to EN 1994-2 Eurocode 4: design of composite steel and concrete structures Part 2. General rules and rules for bridges
[5]  
Icke P, 2012, BRIDGE MAINTENANCE, SAFETY, MANAGEMENT, RESILIENCE AND SUSTAINABILITY, P3191
[6]  
Schijve J, 2009, FATIGUE STRUCTURES M