Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators
In this paper, an evolutionary multi-objective optimization algorithm named NSGA-II was used to determine the optimum radius for shape memory alloy (SMA) wires employed in conjunction with the lead rubber bearing (LRB), referred to as an SMA-LRB isolator. This algorithm simultaneously minimizes the...
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doaj-b19d78a91fe544e3babde40c034877cc2020-11-24T21:44:36ZengMDPI AGApplied Sciences2076-34172019-12-0110114110.3390/app10010141app10010141Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based IsolatorsReyhaneh Hosseini0Maria Rashidi1Farshad Hedayati Dezfuli2Kamyar Karbasi Arani3Bijan Samali4Centre for Infrastructure Engineering, Western Sydney University, Penrith, NSW 2751, AustraliaCentre for Infrastructure Engineering, Western Sydney University, Penrith, NSW 2751, AustraliaParsons Corporation, Burnaby, BC V5H 4M2, CanadaCentre for Infrastructure Engineering, Western Sydney University, Penrith, NSW 2751, AustraliaCentre for Infrastructure Engineering, Western Sydney University, Penrith, NSW 2751, AustraliaIn this paper, an evolutionary multi-objective optimization algorithm named NSGA-II was used to determine the optimum radius for shape memory alloy (SMA) wires employed in conjunction with the lead rubber bearing (LRB), referred to as an SMA-LRB isolator. This algorithm simultaneously minimizes the mid-span displacement and the base shear force. Then, the optimized SMA-LRBs were implemented in a benchmark bridge to reduce excessive displacements. The results obtained from the nonlinear dynamic analysis show that the implemented approach could effectively optimize the SMA-LRBs. These improved smart isolators can noticeably reduce the maximum displacements and residual deformations of the structure; meanwhile, the base shear and deck acceleration remain less than those of the non-isolated benchmark bridge. This isolator can reduce the maximum mid-span displacement of the bridge by up to 61%, and the mid-span residual deformations by up to 100%, compared to an uncontrolled isolated bridge under different ground motions. This optimized passive system was compared with nonlinear dampers, passive SMA dampers, and a negative stiffness device. The results indicate that the optimized SMA-LRB isolators are generally more successful in reducing and recovering displacements than the other controllers.https://www.mdpi.com/2076-3417/10/1/141seismic structural controlbase isolationshape memory alloysiron-based shape memory alloysbenchmark highway bridgemulti-objective optimizationnsga-ii |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Reyhaneh Hosseini Maria Rashidi Farshad Hedayati Dezfuli Kamyar Karbasi Arani Bijan Samali |
spellingShingle |
Reyhaneh Hosseini Maria Rashidi Farshad Hedayati Dezfuli Kamyar Karbasi Arani Bijan Samali Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators Applied Sciences seismic structural control base isolation shape memory alloys iron-based shape memory alloys benchmark highway bridge multi-objective optimization nsga-ii |
author_facet |
Reyhaneh Hosseini Maria Rashidi Farshad Hedayati Dezfuli Kamyar Karbasi Arani Bijan Samali |
author_sort |
Reyhaneh Hosseini |
title |
Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators |
title_short |
Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators |
title_full |
Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators |
title_fullStr |
Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators |
title_full_unstemmed |
Seismic Assessment of a Benchmark Highway Bridge Equipped with Optimized Shape Memory Alloy Wire-Based Isolators |
title_sort |
seismic assessment of a benchmark highway bridge equipped with optimized shape memory alloy wire-based isolators |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2019-12-01 |
description |
In this paper, an evolutionary multi-objective optimization algorithm named NSGA-II was used to determine the optimum radius for shape memory alloy (SMA) wires employed in conjunction with the lead rubber bearing (LRB), referred to as an SMA-LRB isolator. This algorithm simultaneously minimizes the mid-span displacement and the base shear force. Then, the optimized SMA-LRBs were implemented in a benchmark bridge to reduce excessive displacements. The results obtained from the nonlinear dynamic analysis show that the implemented approach could effectively optimize the SMA-LRBs. These improved smart isolators can noticeably reduce the maximum displacements and residual deformations of the structure; meanwhile, the base shear and deck acceleration remain less than those of the non-isolated benchmark bridge. This isolator can reduce the maximum mid-span displacement of the bridge by up to 61%, and the mid-span residual deformations by up to 100%, compared to an uncontrolled isolated bridge under different ground motions. This optimized passive system was compared with nonlinear dampers, passive SMA dampers, and a negative stiffness device. The results indicate that the optimized SMA-LRB isolators are generally more successful in reducing and recovering displacements than the other controllers. |
topic |
seismic structural control base isolation shape memory alloys iron-based shape memory alloys benchmark highway bridge multi-objective optimization nsga-ii |
url |
https://www.mdpi.com/2076-3417/10/1/141 |
work_keys_str_mv |
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