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A new model order reduction strategy adapted to nonlinear problems in earthquake engineering.
Franz Bamer1, Abbas Kazemi Amiri2, Christian Bucher3
1Institute of General Mechanics RWTH Aachen University 52062 Aachen Templergraben 64 Germany.
A new model order reduction (MOR) strategy using proper orthogonal decomposition (POD) significantly speeds up earthquake response analysis for complex structures. This method accurately predicts seismic performance, especially for base-isolated buildings, reducing computational costs.
Area of Science:
- Structural Engineering
- Computational Mechanics
- Seismic Analysis
Background:
- Dynamic response analysis of large, nonlinear structures during earthquakes is computationally intensive.
- Improving seismic performance of critical facilities like medical complexes requires efficient analysis methods.
- Base isolation using frictional pendulum bearings is a key strategy for seismic protection.
Purpose of the Study:
- To develop and present a novel model order reduction (MOR) strategy based on proper orthogonal decomposition (POD).
- To demonstrate the practical applicability of this MOR strategy to a realistic building structure.
- To enhance the seismic performance analysis of complex structures, reducing computational expense.
Main Methods:
- The proposed MOR strategy utilizes proper orthogonal decomposition (POD) to create a transformation matrix from 'snapshots' of structural response.
- This transformation matrix generates reduced-order models for analyzing structures under various earthquake excitations.
- Nonlinear low-order representations are solved, drastically cutting computation time compared to full-order models.
Main Results:
- The new MOR strategy significantly reduces the time required for dynamic response analysis of complex structures.
- Reduced-order models accurately approximate the physical responses of the structure, validated against full-order computations.
- The accuracy of the MOR strategy is contingent on capturing the probable structural behavior within the POD snapshots.
Conclusions:
- The developed MOR strategy offers a computationally efficient and accurate approach for seismic performance analysis of large, complex structures.
- This method is particularly effective for base-isolated buildings, improving the speed of seismic response prediction.
- The POD-based MOR technique provides a valuable tool for engineers seeking to optimize structural designs under seismic loads.
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