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Wavelet PSO-Based LQR Algorithm for Optimal Structural Control Using Active Tuned Mass Dampers
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This study presents a new method to find the optimal control forces for active tuned mass damper. The method uses three algorithms: discrete wavelet transform (DWT), particle swarm optimization (PSO), and linear quadratic regulator (LQR). DWT is used to obtain the local energy distribution of the motivation over the frequency bands. PSO is used to determine the gain matrices through the online update of the weighting matrices used in the LQR controller while eliminating the trial and error. The method is tested on a 10-story structure subject to several historical pulse-like near-fault ground motions. The results indicate that the proposed method is more effective at reducing the displacement response of the structure in real time than conventional LQR controllers.
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“After testing the method on a 10-story building subjected to near-fault motions, the results showed that, the proposed approach was effective to reduce the displacement response in real time.”
From Invited Review: Recent developments in vibration control of building and bridge structures (2017) · cites this paper as [28]
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A new optimizer using particle swarm theory
Eberhart, R., & Kennedy, J. (2002) · MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science · doi:10.1109/mhs.1995.494215 · Cited by 16,067
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Cited by
Sorted by citations
Invited Review: Recent developments in vibration control of building and bridge structures
Ghaedi, K., Ibrahim, Z., Adeli, H., & Javanmardi, A. (2017) · Journal of Vibroengineering · doi:10.21595/jve.2017.18900 · Cited by 146
“[28] discussed approaches for determining optimal control forces of ATMD using particle swarm optimization [29, 30], discrete wavelet transform (DWT) [31, 32], and LQR algorithm.”
MethodActive Tendon Control of Torsionally Irregular Structures under Near-Fault Ground Motion Excitation
Nigdeli, S. M., & Boduroğlu, M. H. (2013) · Computer-Aided Civil and Infrastructure Engineering · doi:10.1111/mice.12046 · Cited by 77
Metadata
- Authors
- Amini, F., Hazaveh, N. K., & Rad, A. A.
- Affiliations
- Iran University of Science and Technology (IR)
- Corresponding author
- Amini, Fereidoun
- ORCID
- Amini, Fereidoun
- Venue
- Computer-Aided Civil and Infrastructure Engineering
- Publisher
- Elsevier BV
- Published
- 2013-08
- Volume
- 28
- Issue
- 7
- Pages
- 542-557
- ISSN
- 1093-9687 (ISSN-L)
- OpenAlex
- W1611009284
- Cited by
- 137
- References
- 1
- Citations by year
- 2026: 5 · 2025: 4 · 2024: 11 · 2023: 14 · 2022: 14 · 2021: 10 · 2020: 5 · 2019: 5 · 2018: 13 · 2017: 10 · 2016: 9 · 2015: 16 · 2014: 18 · 2013: 3
- FWCI
- 33.29
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Computer-Aided Civil and Infrastructure Engineering (publishedVersion, cc-by-nc-nd)
- Topics
- Physical Sciences › Engineering › Civil and Structural Engineering › Vibration Control and Rheological Fluids
- Physical Sciences › Engineering › Civil and Structural Engineering › Seismic Performance and Analysis
- Physical Sciences › Engineering › Civil and Structural Engineering › Structural Health Monitoring Techniques
- Keywords
- active tuned mass damper, linear quadratic regulator, particle swarm optimization, discrete wavelet transform, near-fault ground motion, multi-storey buildings, real-time control
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