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
  • [21] Residual damage in previously instrumented radial arteries
    Mazur, Matylda M.
    Gilchrist, Ian C.
    CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS, 2018, 92 (05) : 871 - 872
  • [22] USING INSTRUMENTED VEHICLES TO DETECT DAMAGE IN BRIDGES
    Keenahan, Jennifer
    McGetrick, Patrick
    Obrien, Eugene
    Gonzalez, Arturo
    ICEM15: 15TH INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS, 2012,
  • [23] Dynamic Management of Virtual Infrastructures
    Caballer, Miguel
    Blanquer, Ignacio
    Molto, German
    de Alfonso, Carlos
    JOURNAL OF GRID COMPUTING, 2015, 13 (01) : 53 - 70
  • [24] Dynamic Management of Virtual Infrastructures
    Miguel Caballer
    Ignacio Blanquer
    Germán Moltó
    Carlos de Alfonso
    Journal of Grid Computing, 2015, 13 : 53 - 70
  • [25] Management of wireless dynamic infrastructures
    State, R
    Festor, O
    EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTERS AND COMMUNICATION, VOLS I AND II, PROCEEDINGS, 2003, : 1373 - 1378
  • [26] THE ORGANIZATION AND MANAGEMENT OF GRID INFRASTRUCTURES
    Bird, Ian
    Jones, Bob
    Kee, Kerk F.
    COMPUTER, 2009, 42 (01) : 36 - 46
  • [27] Incident management for critical infrastructures
    不详
    WASSERWIRTSCHAFT, 2023, 113 (12)
  • [28] Enabling Risk Management for Smart Infrastructures with an Anomaly Behavior Analysis Intrusion Detection System
    Pacheco, Jesus
    Zhu, Xiaoyang
    Badr, Youakim
    Hariri, Salim
    2017 IEEE 2ND INTERNATIONAL WORKSHOPS ON FOUNDATIONS AND APPLICATIONS OF SELF* SYSTEMS (FAS*W), 2017, : 324 - 328
  • [29] Detection of early stage of ductile and fatigue damage presented in Inconel 718 alloy using instrumented indentation technique
    Malicki, Maciej
    Socha, Grzegorz
    Krysztofik, Jozef
    OPEN ENGINEERING, 2022, 12 (01): : 991 - 1004
  • [30] Consortium for detection and management of lung damage induced by bleomycin
    Biya, Josette
    Stoclin, Annabelle
    Dury, Sandra
    Le Pavec, Jerome
    Mir, Olivier
    Lazarovici, Julien
    Ferme, Christophe
    Annereau, Maxime
    Ekpe, Kenneth
    Massard, Christophe
    Michot, Jean-Marie
    BULLETIN DU CANCER, 2016, 103 (7-8) : 651 - 661