A review of the application of the simulated annealing algorithm  in structural health monitoring (1995-2021)

Parsa Ghannadi; Seyed Sina Kourehli; Seyedali Mirjalili

doi:10.3221/IGF-ESIS.64.04

A review of the application of the simulated annealing algorithm in structural health monitoring (1995-2021)

Authors

Parsa Ghannadi Department of Civil Engineering, Ahar Branch, Islamic Azad University, Ahar, Iran
Seyed Sina Kourehli Department of Civil Engineering, Azarbaijan Shahid Madani University, Tabriz, Iran https://orcid.org/0000-0001-7599-8053
Seyedali Mirjalili Centre for Artificial Intelligence Research and Optimisation, Torrens University, Adelaide, SA 5000, Australia Yonsei Frontier Lab, Yonsei University, Seoul, South Korea

DOI:

https://doi.org/10.3221/IGF-ESIS.64.04

Keywords:

Simulated Annealing, Inverse Problem, Structural Health Monitoring, Damage Detection

Abstract

In recent years, many innovative optimization algorithms have been developed. These algorithms have been employed to solve structural damage detection problems as an inverse solution. However, traditional optimization methods such as particle swarm optimization, simulated annealing (SA), and genetic algorithm are constantly employed to detect damages in the structures. This paper reviews the application of SA in different disciplines of structural health monitoring, such as damage detection, finite element model updating, optimal sensor placement, and system identification. The methodologies, objectives, and results of publications conducted between 1995 and 2021 are analyzed. This paper also provides an in-depth discussion of different open questions and research directions in this area.

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Published

21-03-2023

Issue

Vol. 17 No. 64 (2023): April 2023

Section

Structural Integrity and Durability of Structures

License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright
Authors are allowed to retain both the copyright and the publishing rights of their articles without restrictions.

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How to Cite

A review of the application of the simulated annealing algorithm in structural health monitoring (1995-2021). (2023). Frattura Ed Integrità Strutturale, 17(64), 51-76. https://doi.org/10.3221/IGF-ESIS.64.04