Instrumented infrastructures for damage detection and management

被引:0
|
作者
Fedele, Rosario [1 ]
Pratico, Filippo Giammaria [1 ]
Carotenuto, Riccardo [1 ]
Della Corte, Francesco Giuseppe [1 ]
机构
[1] Mediterranea Univ Reggio Calabria, DIIES Dept, Reggio Di Calabria, Italy
关键词
Smart city; infrastructure design and management; instrumented road pavement; crack detection; damage severity; acoustic signature; acoustical data processing; HOT-MIX ASPHALT; MODULUS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Authorities that are responsible for the design and management of infrastructures have an increasing need of information and support in order to optimize their work, save money, time, and, sometimes (e.g., in case of disastrous events), lives. Technological development is leading to new possibilities, in terms of new technologies increasingly available, widespread, reliable and inexpensive and that can be applied to make smart cities safer and more efficient. Hence, new methods and devices may be thought out in order to respond to these requests and to help Authorities during the structural health assessment/monitoring (SHA/SHM) of infrastructures and also during the emergency management. To this end, in this paper a new SMA/SHM method is proposed and validated through experimental investigations. The new proposed method is based on the vibro-acoustic response of a transportation infrastructure and pertains to its SHA/SHM. The method builds on using the road traffic noise as source of vibrations and sounds. Microphones are placed in different positions (in drilled holes and/or on the upper surface: receiver), and vibro-acoustic signals are recorded. The spectra of these signals are expected to represent the vibro-acoustic signature of the road pavement under investigation. From the analysis of this signature, information about the presence and the severity of cracks into the layers of the road section can be derived. In the pursuit of the method validation, non-destructive on-site tests, aimed at classifying the level of damage through high-speed devices/methods (i.e., visual detection of surface distress, moduli estimation through the light falling weight deflectometer (LWD), laser detection of roughness), were carried out. Road pavements in different structural conditions were investigated. From the analysis of the gathered acoustic signatures, the identification and localization of cracks into the pavements under investigation was carried out. These results are going to be used to set up a preliminary database of acoustic signature of different road pavements. Further applications of the new method are expected for a large number of road infrastructures, aiming at enriching the abovementioned database and improving predictive algorithms. Based on the proposed method, it is expected: i) to make available an estimation of the level of integrity of a road pavement to use in the management of transportation infrastructure for better, safer, and more economical smart cities and roads; ii) to provide a fast, inexpensive, and useful tool for the authorities that are responsible for the management of road infrastructures and other civil infrastructures in smart cities; iii) to provide a tool for delivering essential services to citizens.
引用
收藏
页码:526 / 531
页数:6
相关论文
共 50 条
  • [1] Sensor Failure Detection and Faulty Data Accommodation Approach for Instrumented Wastewater Infrastructures
    Thiyagarajan, Karthick
    Kodagoda, Sarath
    Linh Van Nguyen
    Ranasinghe, Ravindra
    IEEE ACCESS, 2018, 6 : 56562 - 56574
  • [2] Bridge Damage and Repair Detection Using an Instrumented Train
    Micu, E. Alexandra
    OBrien, Eugene J.
    Bowe, Cathal
    Fitzgerald, Paul
    Pakrashi, Vikram
    JOURNAL OF BRIDGE ENGINEERING, 2022, 27 (03)
  • [3] Impedance-based damage detection for civil infrastructures
    Park, SH
    Roh, Y
    Yi, JH
    Yun, CB
    Kwak, HK
    Lee, SH
    SMART STRUCTURES AND MATERIALS 2004: SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS, 2004, 5391 : 705 - 716
  • [4] Impedance-based damage detection for civil infrastructures
    Seung-Hee Park
    Jin-Hak Yi
    Chung-Bang Yun
    Yong-Rae Roh
    KSCE Journal of Civil Engineering, 2004, 8 (4) : 425 - 433
  • [5] Smart sensing, monitoring, and damage detection for civil infrastructures
    Yun, Chung-Bang
    Min, Jiyoung
    KSCE JOURNAL OF CIVIL ENGINEERING, 2011, 15 (01) : 1 - 14
  • [6] Damage detection of civil infrastructures with piezoelectric oscillator sensors
    Roh, Y. R.
    Kim, D. Y.
    Park, S. H.
    Yun, C. B.
    SMART STRUCTURES AND MATERIALS 2006: SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL , AND AEROSPACE SYSTEMS, PTS 1 AND 2, 2006, 6174
  • [7] Smart sensing, monitoring, and damage detection for civil infrastructures
    Chung-Bang Yun
    Jiyoung Min
    KSCE Journal of Civil Engineering, 2011, 15 : 1 - 14
  • [8] Damage detection in instrumented structures without baseline modal parameters
    Rodriguez, Ramses
    Alberto Escobar, J.
    Gomez, Roberto
    ENGINEERING STRUCTURES, 2010, 32 (06) : 1715 - 1722
  • [9] PZT impedance-based damage detection for civil infrastructures
    Zhu, Hong-Ping
    Wang, Dan-Sheng
    Chen, Xiao-Qiang
    STRUCTURAL CONDITION ASSESSMENT, MONITORING AND IMPROVEMENT, VOLS 1 AND 2, 2007, : 893 - 899
  • [10] Seismic damage detection of an instrumented RC frame structure with deconvolution interferometry
    Wen, Weiping
    Li, Xiulin
    Ji, Duofa
    Zhai, Changhai
    SOIL DYNAMICS AND EARTHQUAKE ENGINEERING, 2022, 155