Testing heuristic optimisation methods for vibration-based detection of damage
Abstract
Considerable efforts have been made in recent years for the development of non-destructive techniques for detection of structural damage based on changes of dynamic parameters of structures. The tests are made on a model of a simple beam with cantilevers. Two heuristic optimisation techniques are used in the proposed procedure for detecting the location and level of damage: taboo search and simulated annealing. The results show that both proposes procedures, with appropriate target functions and weight factors, are highly efficient for detecting the location and level of damage.
Keywords:
damage detection / taboo search / simulated annealing / modal parameters / heuristic optimisationSource:
Građevinar, 2016, 68, 7, 543-557Publisher:
- Union of Croatian Civil Engineers and Technicians
Funding / projects:
DOI: 10.14256/JCE.1410.2015
ISSN: 0350-2465
WoS: 000383216600002
Scopus: 2-s2.0-84984670431
Collections
Institution/Community
GraFarTY - JOUR AU - Alalikhan, Ahmed AU - Al-Wazni, Saad AU - Mišković, Zoran AU - Salatić, Ratko AU - Miskovlc, Ljiljana PY - 2016 UR - https://grafar.grf.bg.ac.rs/handle/123456789/773 AB - Considerable efforts have been made in recent years for the development of non-destructive techniques for detection of structural damage based on changes of dynamic parameters of structures. The tests are made on a model of a simple beam with cantilevers. Two heuristic optimisation techniques are used in the proposed procedure for detecting the location and level of damage: taboo search and simulated annealing. The results show that both proposes procedures, with appropriate target functions and weight factors, are highly efficient for detecting the location and level of damage. PB - Union of Croatian Civil Engineers and Technicians T2 - Građevinar T1 - Testing heuristic optimisation methods for vibration-based detection of damage EP - 557 IS - 7 SP - 543 VL - 68 DO - 10.14256/JCE.1410.2015 ER -
@article{ author = "Alalikhan, Ahmed and Al-Wazni, Saad and Mišković, Zoran and Salatić, Ratko and Miskovlc, Ljiljana", year = "2016", abstract = "Considerable efforts have been made in recent years for the development of non-destructive techniques for detection of structural damage based on changes of dynamic parameters of structures. The tests are made on a model of a simple beam with cantilevers. Two heuristic optimisation techniques are used in the proposed procedure for detecting the location and level of damage: taboo search and simulated annealing. The results show that both proposes procedures, with appropriate target functions and weight factors, are highly efficient for detecting the location and level of damage.", publisher = "Union of Croatian Civil Engineers and Technicians", journal = "Građevinar", title = "Testing heuristic optimisation methods for vibration-based detection of damage", pages = "557-543", number = "7", volume = "68", doi = "10.14256/JCE.1410.2015" }
Alalikhan, A., Al-Wazni, S., Mišković, Z., Salatić, R.,& Miskovlc, L.. (2016). Testing heuristic optimisation methods for vibration-based detection of damage. in Građevinar Union of Croatian Civil Engineers and Technicians., 68(7), 543-557. https://doi.org/10.14256/JCE.1410.2015
Alalikhan A, Al-Wazni S, Mišković Z, Salatić R, Miskovlc L. Testing heuristic optimisation methods for vibration-based detection of damage. in Građevinar. 2016;68(7):543-557. doi:10.14256/JCE.1410.2015 .
Alalikhan, Ahmed, Al-Wazni, Saad, Mišković, Zoran, Salatić, Ratko, Miskovlc, Ljiljana, "Testing heuristic optimisation methods for vibration-based detection of damage" in Građevinar, 68, no. 7 (2016):543-557, https://doi.org/10.14256/JCE.1410.2015 . .