Techniques in Overcoming Physical and Temporal Inaccuracies in Hybrid Seismic Simulations

Techniques in Overcoming Physical and Temporal Inaccuracies in Hybrid Seismic Simulations PDF Author: Ronald Jansen Gultom
Publisher:
ISBN:
Category : Earthquake hazard analysis
Languages : en
Pages : 264

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Book Description
Experimental testing remains the most reliable tool to help understanding the response of civil engineering structures due to earthquake excitations despite significant advancements in structural analysis software. The hybrid simulation method addresses the challenges found in the shake table and the quasi-static testing methods by enabling dynamic tests on large scale structures at reduced speed, yet still obtaining the full dynamic response of the tested structure. Further efficiency in hybrid simulation is achieved through incorporating the substructuring concept, by only physically testing critical regions of a structure while numerically modelling the rest. A recent advance in the field is the development of the realtime hybrid simulation method. This method overcomes limitations in the conventional hybrid simulation, making it suitable for rate-dependent structures. One of the major challenges in real-time hybrid simulation is actuator delay, which imposes negative numerical damping and leads to inaccurate test results and potentially test instability. This study proposes an intuitive delay compensation procedure to correct the response in real-time, utilising energy balance between those resulted from external and internal forces during a simulation. A series of numerically simulated real-time hybrid simulations with delay is presented to demonstrate the effectiveness of the procedure in the presence of small to moderate delay. This study also develops a Kalman filter algorithm to be used in conjunction with the proposed delay compensation algorithm. An extensive parametric analysis through numerical simulations show that the algorithms improves the simulation accuracies and extend the stability limit of hybrid simulations in the presence of delay much further than the stability limit of the proposed delay compensation alone. This study adopts nonlinear co-ordinate transformation algorithm for multi-axial testing to perform moment-axial load compatible in-plane tests on wall structures, and bidirectional tests on simple columns. The co-ordinate transformation procedure accounts for global and local actuator co-ordinates, geometric nonlinearity, as well as changes in the test setup geometry during testing. The multi-axial test capability leads to a supplementary investigation on the effect of different displacement paths in bidirectional quasi-static and hybrid simulations on a rocking concrete column. The experiments demonstrate that for the same displacement amplitude in the quasi-static tests, out-of-phase displacement patterns produces lower force envelopes and energy dissipations compared to in-phase displacement patterns. In hybrid simulations, “staggering” displacement tracking strategies result in higher displacement amplitudes and hysteretic energy dissipations compared to “direct” tracking strategy. The last contribution from this study is an experimental validation of the substructuring concept in hybrid simulations, where there is behaviour incompatibility between the physical substructure and the full prototype structure. This is demonstrated through a hybrid simulation using a squat wall as the physical substructure, with intrinsically shear-dominant behaviour, to replicate the response of a flexure-dominant wall. The experiments show good agreements in terms of the hysteretic envelopes and the maximum force and displacement amplitudes between the squat and the flexure-dominant wall, as well as a good agreement between the experimental results and numerical models.

Techniques in Overcoming Physical and Temporal Inaccuracies in Hybrid Seismic Simulations

Techniques in Overcoming Physical and Temporal Inaccuracies in Hybrid Seismic Simulations PDF Author: Ronald Jansen Gultom
Publisher:
ISBN:
Category : Earthquake hazard analysis
Languages : en
Pages : 264

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Book Description
Experimental testing remains the most reliable tool to help understanding the response of civil engineering structures due to earthquake excitations despite significant advancements in structural analysis software. The hybrid simulation method addresses the challenges found in the shake table and the quasi-static testing methods by enabling dynamic tests on large scale structures at reduced speed, yet still obtaining the full dynamic response of the tested structure. Further efficiency in hybrid simulation is achieved through incorporating the substructuring concept, by only physically testing critical regions of a structure while numerically modelling the rest. A recent advance in the field is the development of the realtime hybrid simulation method. This method overcomes limitations in the conventional hybrid simulation, making it suitable for rate-dependent structures. One of the major challenges in real-time hybrid simulation is actuator delay, which imposes negative numerical damping and leads to inaccurate test results and potentially test instability. This study proposes an intuitive delay compensation procedure to correct the response in real-time, utilising energy balance between those resulted from external and internal forces during a simulation. A series of numerically simulated real-time hybrid simulations with delay is presented to demonstrate the effectiveness of the procedure in the presence of small to moderate delay. This study also develops a Kalman filter algorithm to be used in conjunction with the proposed delay compensation algorithm. An extensive parametric analysis through numerical simulations show that the algorithms improves the simulation accuracies and extend the stability limit of hybrid simulations in the presence of delay much further than the stability limit of the proposed delay compensation alone. This study adopts nonlinear co-ordinate transformation algorithm for multi-axial testing to perform moment-axial load compatible in-plane tests on wall structures, and bidirectional tests on simple columns. The co-ordinate transformation procedure accounts for global and local actuator co-ordinates, geometric nonlinearity, as well as changes in the test setup geometry during testing. The multi-axial test capability leads to a supplementary investigation on the effect of different displacement paths in bidirectional quasi-static and hybrid simulations on a rocking concrete column. The experiments demonstrate that for the same displacement amplitude in the quasi-static tests, out-of-phase displacement patterns produces lower force envelopes and energy dissipations compared to in-phase displacement patterns. In hybrid simulations, “staggering” displacement tracking strategies result in higher displacement amplitudes and hysteretic energy dissipations compared to “direct” tracking strategy. The last contribution from this study is an experimental validation of the substructuring concept in hybrid simulations, where there is behaviour incompatibility between the physical substructure and the full prototype structure. This is demonstrated through a hybrid simulation using a squat wall as the physical substructure, with intrinsically shear-dominant behaviour, to replicate the response of a flexure-dominant wall. The experiments show good agreements in terms of the hysteretic envelopes and the maximum force and displacement amplitudes between the squat and the flexure-dominant wall, as well as a good agreement between the experimental results and numerical models.

Real-time Seismic Hybrid Simulation Procedures for Reliable Structural Performance Testing

Real-time Seismic Hybrid Simulation Procedures for Reliable Structural Performance Testing PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 271

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Book Description
The increased need for experimental verification of the seismic performance of conventional and novel structural systems has resulted in highly sophisticated dynamic test procedures. Hybrid simulation, including pseudo-dynamic testing of experimental substructures, offers an efficient method for assessment of dynamic and rate-dependent behavior of large-scale structural systems subjected to earthquake excitation. Compared to earthquake simulations using shake tables, hybrid simulation may have significant advantages in terms of cost, scale, geometry, and required physical mass of structures and components that can be tested. However, recent hybrid simulations have been limited to simplified structural models with only a few degrees of freedom. This is primarily due to the fact that hybrid simulation is a relatively new test method that is still being improved through research. Currently, the major challenges for using hybrid simulation in large and complex structural systems are the lack of robust simulation algorithms, and the sensitivity of the results to experimental errors in the presence of high-frequency modes. The main motivation for this research is to develop reliable test procedures that can be easily applied to fast and real-time hybrid simulations of large and complex structural systems. It is also attempted to develop test procedures that are effective for geographically distributed hybrid simulations. In this dissertation, recent developments to improve the accuracy and stability of hybrid simulation are described using the state-of-the-art pseudo-dynamic hybrid simulation system at the Structural Engineering and Earthquake Simulation Laboratory, University at Buffalo. In particular, delay compensation procedures are examined, and new methods are proposed. These methods are based on the correction of tracking errors in force measurement signal, and using the numerical integration procedure for prediction and compensation of command displacement signal. A new online procedure is proposed for estimation of delay during the simulation, and is shown to have better performance compared to existing online delay estimation methods. Furthermore, two numerical integration procedures are introduced for hybrid simulation, which are shown to improve the stability and accuracy properties of the simulation. The proposed integration algorithms use experimental measurements to iterate within implicit scheme and also take advantage of a new approach to estimate the tangent stiffness matrix of experimental substructures. For assessment of the reliability of hybrid simulation results, energy-based error monitors are proposed to examine the severity of experimental and numerical errors. These measures are then used to demonstrate the improved accuracy offered by new algorithms proposed here through analytical and numerical studies, and numerical and experimental simulations.

Data-driven Frameworks for Hybrid Analysis of Structures Under Seismic Loading

Data-driven Frameworks for Hybrid Analysis of Structures Under Seismic Loading PDF Author: Fardad Mokhtari Dizaji
Publisher:
ISBN:
Category : Earthquake engineering
Languages : en
Pages : 0

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Book Description
Numerical simulation and hybrid simulation are extensively used in earthquake engineering to evaluate the seismic response of structures under seismic loading. Despite the advances in computing power and the development of efficient integration algorithms in the past, numerical simulation techniques suffer from a high computational cost and the uncertainty associated with the definition of constitutive material models, boundary conditions, and mesh density, in particular in highly nonlinear, large or complex structures. On the other hand, the results of hybrid simulation can become biased when only one or limited number of potential critical components, seismic fuses, are physically tested due to laboratory or cost constraints. The recent progress in machine learning algorithms and applications in engineering has motivated novel and innovative simulation techniques achieved by leveraging data in various fields of engineering including seismic engineering where complexities arising from the stochastic nature of the phenomenon can be tackled by making use of available experimental and numerical data towards the development of more reliable simulation models and dynamic analysis frameworks. Furthermore, to better exploit the potential of data-driven models, such models can efficiently be incorporated into the physics-based and experimental techniques, leading to improved seismic response assessment methods. This M.Sc. thesis proposes two new hybrid analysis frameworks by integrating emerging data-driven techniques into the conventional structural response assessment techniques, namely numerical simulation and hybrid testing, to perform the nonlinear structural analysis under seismic loading. The first framework, referred to as the hybrid data-driven and physics-based simulation (HyDPS) technique, combines the well-understood components of the structure modeled numerically with the critical components of the structure, e.g., seismic fuses, simulated using the proposed data-driven PI-SINDy model. The data-driven model is developed for steel buckling-restrained braces based on experimental data to mathematically estimate the underlying relationship between displacement history and restoring force. The second framework incorporates the data-driven model into the conventional seismic hybrid simulation framework where the experimental test data of one of the critical components (physical twin), e.g., steel buckling-restrained brace, produced during hybrid simulation can be used in real-time to predict the nonlinear cyclic response of the other critical components of the system (digital twins) that are not physically tested. This framework features a novel multi-element seismic hybrid simulation technique achieved by recursively updating the force-deformation response of the digital twin. The performance of the proposed data-driven hybrid analysis frameworks is verified using past experimental test data and nonlinear response history analyses performed under representative earthquake ground motion accelerations. The results reveal that integrating data-driven techniques into conventional seismic analysis methods, namely numerical simulation and hybrid simulation, yields a more efficient seismic simulation tool that can be used to examine the seismic response of structural systems.

Implementing Online Updating to Complex Hysteresis Models in Real-time Hybrid Simulation Using Constrained Unscented Kalman Filter

Implementing Online Updating to Complex Hysteresis Models in Real-time Hybrid Simulation Using Constrained Unscented Kalman Filter PDF Author: Bilal Ahmed Mohammed
Publisher:
ISBN:
Category : Earthquake engineering
Languages : en
Pages : 168

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Book Description
Although conventional experimental methods, such as quasi-static testing, shake table testing, etc., perform well to evaluate structural seismic performance necessary for modern seismic design, the quasi-static loading and/or reduced scale specimen used in shake table testing may not provide true dynamic responses of structural systems. To overcome these limitations, real-time hybrid simulation (RTHS) was developed, which is a combination of physical testing of the experimental substructure and analytical simulation of the numerical substructure. With the advancement of hybrid simulation, it is now possible to economically test large to full-scale specimens in laboratories at the real earthquake rate. Online model updating of the numerical substructure model was recently adopted in RTHS for enhanced reliability and accuracy. Unscented Kalman Filter (UKF) and Constrained UKF (CUKF), that can estimate unknown variables using measurements, have been utilized to identify parameters of numerical models in RTHS. This thesis starts with the study of individual parameter’s effect on the Bouc-Wen (BW) and Bouc-Wen-Baber-Noori (BWBN) models hysteresis behavior. To facilitate implementation of RTHS with online Model Updating (RTHSMU), numerical simulations that compare the performance of UKF and CUKF in identifying parameters is conducted. Finally, RTHSMU experiments using UKF and CUKF were carried out for a three-story shear building modeled with the BW model. It is demonstrated from these experiments that adopting online model updating can improve the accuracy of the simulated response of the numerical substructure so an enhanced RTHSMU method is achieved.

Real-time Hybrid Testing of an MR Damper for Response Reduction

Real-time Hybrid Testing of an MR Damper for Response Reduction PDF Author: Yi Zhong Lin
Publisher:
ISBN:
Category :
Languages : en
Pages : 180

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Book Description


Proceedings of the 10th International Conference on Behaviour of Steel Structures in Seismic Areas

Proceedings of the 10th International Conference on Behaviour of Steel Structures in Seismic Areas PDF Author: Federico M. Mazzolani
Publisher: Springer Nature
ISBN: 3031038118
Category : Technology & Engineering
Languages : en
Pages : 1146

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Book Description
This volume highlights the latest advances, innovations, and applications in the field of seismic design and performance of steel structures, as presented by leading international researchers and engineers at the 10th International Conference on the Behaviour of Steel Structures in Seismic Areas (STESSA), held in Timisoara, Romania, on 25-27 May 2022. It covers a diverse range of topics such as behaviour of structural members and connections, performance of structural systems, mixed and composite structures, energy dissipation systems, self-centring and low-damage systems, assessment and retrofitting, codes and standards, light-gauge systems. The contributions, which were selected by means of a rigorous international peer-review process, present a wealth of exciting ideas that will open novel research directions and foster multidisciplinary collaboration among different specialists.

Hybrid Simulation

Hybrid Simulation PDF Author: Victor Saouma
Publisher: CRC Press
ISBN: 1482288613
Category : Computers
Languages : en
Pages : 242

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Book Description
Hybrid Simulation deals with a rapidly evolving technology combining computer simulation (typically finite element) and physical laboratory testing of two complementary substructures. It is a cost effective alternative to shaking table test, and allows for the improved understanding of complex coupled systems. Traditionally, numerical simulation an

Dynamic Substructures, Volume 4

Dynamic Substructures, Volume 4 PDF Author: Matthew Allen
Publisher: Springer Nature
ISBN: 3031040945
Category : Technology & Engineering
Languages : en
Pages : 133

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Book Description
Dynamics of Coupled Structures, Volume 4: Proceedings of the 40th IMAC, A Conference and Exposition on Structural Dynamics, 2022, the fourth volume of nine from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of the Dynamics of Coupled Structures, including papers on: Transfer Path Analysis Blocked Forces and Experimental Techniques Real-Time Hybrid Substructuring and Uncertainty Quantification in Substructuring Nonlinear Substructuring

Recent Advances and Applications of Hybrid Simulation

Recent Advances and Applications of Hybrid Simulation PDF Author: Wei Song
Publisher: Frontiers Media SA
ISBN: 2889663809
Category : Technology & Engineering
Languages : en
Pages : 213

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Book Description


Insights and Innovations in Structural Engineering, Mechanics and Computation

Insights and Innovations in Structural Engineering, Mechanics and Computation PDF Author: Alphose Zingoni
Publisher: CRC Press
ISBN: 1317280636
Category : Technology & Engineering
Languages : en
Pages : 2223

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Book Description
Insights and Innovations in Structural Engineering, Mechanics and Computation comprises 360 papers that were presented at the Sixth International Conference on Structural Engineering, Mechanics and Computation (SEMC 2016, Cape Town, South Africa, 5-7 September 2016). The papers reflect the broad scope of the SEMC conferences, and cover a wide range of engineering structures (buildings, bridges, towers, roofs, foundations, offshore structures, tunnels, dams, vessels, vehicles and machinery) and engineering materials (steel, aluminium, concrete, masonry, timber, glass, polymers, composites, laminates, smart materials).