Development of multi-directional real-time hybrid simulation for tall buildings subject to multi-natural hazards

Real-time hybrid simulation (RTHS) divides a structural system into analytical and experimental substructures that are coupled through their common degrees of freedom. This paper introduces a framework to enable RTHS to be performed on 3D nonlinear models of tall buildings with rate dependent nonlin...

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Published inEngineering structures Vol. 315; p. 118348
Main Authors Al-Subaihawi, Safwan, Ricles, James, Quiel, Spencer, Marullo, Thomas
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 15.09.2024
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Abstract Real-time hybrid simulation (RTHS) divides a structural system into analytical and experimental substructures that are coupled through their common degrees of freedom. This paper introduces a framework to enable RTHS to be performed on 3D nonlinear models of tall buildings with rate dependent nonlinear response modification devices, where the structure is subjected to multi-directional wind and earthquake natural hazards. A 40-story tall building prototype with damped outriggers is selected as a case study. The analytical substructure for the RTHS consists of a 3-D nonlinear model of the structure, where each member in the building is discretely modeled in conjunction with the use of a super element. The experimental substructure for the RTHS consists of a full-scale rate-dependent nonlinear viscous damper that is physically tested in the lab, with the remaining dampers in the outrigger system modeled analytically. The analytically modeled dampers use a stable explicit non-iterative element with an online model updating algorithm, by which the covariance matrix of the damper model’s state variables does not become ill-conditioned. The damper model parameters can thereby be updated in real-time using measured data from the experimental substructure. The explicit MKR-α method is optimized and used in conjunction with the super element to efficiently integrate the condensed equations of motion of a large complex model having more than 1000 nonlinear elements, thus enabling multi-axis earthquake and wind hybrid nonlinear simulations to be performed in real-time. An adaptive servo-hydraulic actuator control scheme is used to enable precise real-time actuator displacements in the experimental substructure to be achieved that match the target displacements during a RTHS. The IT real-time architecture for integrating the components of the framework is described. To assess the framework, 3D RTHS of the 40-story structure were performed involving multi-axis translational and torsional response to multi-directional earthquake and wind natural hazards. The RTHS technique was applied to perform half-power tests to experimentally determine the amount of supplemental damping provided by the damped outrigger system for translational and torsional modes of vibration of the building. The results from the study presented herein demonstrate that RTHS can be applied to large nonlinear large structural systems involving multi-axis response to multi-directional excitation. •RTHS with discrete nonlinear models of 3D tall buildings subject to natural hazards.•Incorporated super element and optimized explicit integration algorithm for 3D RTHS.•Model updating using Kalman Filter with positive definite formulated covariance.•Wind and earthquake loadings shown to influence servo-hydraulic actuator control.•RTHS half-power method is used to estimate the supplemental damping in the building.
AbstractList Real-time hybrid simulation (RTHS) divides a structural system into analytical and experimental substructures that are coupled through their common degrees of freedom. This paper introduces a framework to enable RTHS to be performed on 3D nonlinear models of tall buildings with rate dependent nonlinear response modification devices, where the structure is subjected to multi-directional wind and earthquake natural hazards. A 40-story tall building prototype with damped outriggers is selected as a case study. The analytical substructure for the RTHS consists of a 3-D nonlinear model of the structure, where each member in the building is discretely modeled in conjunction with the use of a super element. The experimental substructure for the RTHS consists of a full-scale rate-dependent nonlinear viscous damper that is physically tested in the lab, with the remaining dampers in the outrigger system modeled analytically. The analytically modeled dampers use a stable explicit non-iterative element with an online model updating algorithm, by which the covariance matrix of the damper model’s state variables does not become ill-conditioned. The damper model parameters can thereby be updated in real-time using measured data from the experimental substructure. The explicit MKR-α method is optimized and used in conjunction with the super element to efficiently integrate the condensed equations of motion of a large complex model having more than 1000 nonlinear elements, thus enabling multi-axis earthquake and wind hybrid nonlinear simulations to be performed in real-time. An adaptive servo-hydraulic actuator control scheme is used to enable precise real-time actuator displacements in the experimental substructure to be achieved that match the target displacements during a RTHS. The IT real-time architecture for integrating the components of the framework is described. To assess the framework, 3D RTHS of the 40-story structure were performed involving multi-axis translational and torsional response to multi-directional earthquake and wind natural hazards. The RTHS technique was applied to perform half-power tests to experimentally determine the amount of supplemental damping provided by the damped outrigger system for translational and torsional modes of vibration of the building. The results from the study presented herein demonstrate that RTHS can be applied to large nonlinear large structural systems involving multi-axis response to multi-directional excitation. •RTHS with discrete nonlinear models of 3D tall buildings subject to natural hazards.•Incorporated super element and optimized explicit integration algorithm for 3D RTHS.•Model updating using Kalman Filter with positive definite formulated covariance.•Wind and earthquake loadings shown to influence servo-hydraulic actuator control.•RTHS half-power method is used to estimate the supplemental damping in the building.
ArticleNumber 118348
Author Quiel, Spencer
Ricles, James
Marullo, Thomas
Al-Subaihawi, Safwan
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10.1002/eqe.2484
10.1680/stbu.2010.163.2.111
10.1007/s11803-017-0407-8
10.1002/eqe.2294
10.1016/j.engstruct.2013.09.016
10.1061/(ASCE)0733-9445(1985)111:7(1482)
10.2514/3.4741
10.1016/j.compchemeng.2009.01.012
10.1016/j.engstruct.2019.04.011
10.1016/j.ymssp.2016.06.015
10.1109/ASSPCC.2000.882463
10.1109/TSG.2016.2580584
10.1061/(ASCE)EM.1943-7889.0000987
10.1002/eqe.2622
10.1002/eqe.3358
10.1016/j.jprocont.2012.02.001
10.1061/(ASCE)ST.1943-541X.0003472
10.1016/0024-3795(88)90223-6
10.1002/eqe.838
10.1002/eqe.2572
10.1193/1.2894831
10.1061/(ASCE)ST.1943-541X.0003138
10.1016/j.engstruct.2011.01.032
10.1007/s11803-014-0231-3
10.1109/ICNN.1995.488968
10.1080/13632469.2017.1326423
10.1002/eqe.4290210106
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Keywords Adaptive servo-hydraulic actuator control
Real-time online model updating
RTHS half-power testing method
3D nonlinear model
Damped outrigger system
Large-scale multi-directional real-time hybrid simulation
Tall buildings
Nonlinear viscous dampers
Multi-natural hazards
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References Moehle et al. Case studies of the seismic performance of tall buildings designed by alternative means. Pacific Earthquake Engineering Research Center, University of California, Berkeley, California; 2011 July. Report No.: PEER 2011/5.
Wan E., Van Der Merwe R. The unscented Kalman filter for nonlinear estimation. In Proceedings of the IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium; 2000 October 1–4; Lake Louise, Alberta, Canada. DOI
Chung, Hubert (bib31) 1993; 60
Ou, Dyke, Prakash (bib23) 2017; 84
Qi, Sun, Wang, Liu (bib45) 2018; 9
Nakashima, Kato, Takaoka (bib2) 1992; 21
Fang, Spencer, Xu, Tan, Zhou (bib6) 2019; 191
Al-Subaihawi, Ricles, Quiel (bib12) 2022; 154
Chopra, McKenna (bib39) 2016; 45
Malik, Kolay (bib11) 2023; 32
Karavasilis, Ricles, Sause, Chen (bib17) 2011; 33
Wan, E. & van der Merwe, R., 2000. The unscented Kalman filter for nonlinear estimation. s.l., s.n., pp. 153–158.
Shing P., Mahin S. Pseudodynamic test method for seismic performance evaluation: theory and implementation. Earthquake Engineering Research Center, University of California, Berkeley. Report No. UCB/EERC-84/01.
Chiou, Darragh, Gregor, Silva (bib33) 2008; 24
Xing, Gardoni, Zhou, Aguaguiña (bib10) 2021; 245
Mahin, Shing (bib1) 1985; 111
Menegotto M., Pinto E. Method of analysis for cyclically loaded RC plane frames including changes in geometry and non-elastic behavior of elements under combined normal. Proceedings of IABSE symposium on Resistance and Ultimate Deformability of Structures Acted on by Well Defined Repeated Loads; 1973; Lisbon, Portugal.
.
The MathWorks Inc. MATLAB [computer program]. Version: 9.13.0 (R2022b). Natick (MA), 2022.
Eberhart, R. & Kennedy, J., 1995. Particle swarm optimization. Perth, Australia, s.n., pp. 1942–1948.
Chae, Kazemibidokhti, Ricles (bib25) 2013; 42
Tan, Fang, Zhou (bib7) 2014; 13
Chen, Ricles, Marullo, Mercan (bib16) 2009; 38
(bib28) 2005
Wang T., Wu B. Real-time hybrid testing with constrained unscented Kalman filter. In 5th International Conference on Advances in Experimental Structural Engineering; 2013 November 8–9; Taipei, Taiwan.
Smith, Willford (bib5) 2007; 16
Fermandois, Spencer (bib19) 2017; 16
Ricles, J., Kolay C., Marullo T. HyCoM-3D: A program for 3D multi-hazard nonlinear analysis and real-time hybrid simulation of civil infrastructure systems. Bethlehem (PA): ATLSS Engineering Research Center, Lehigh University; 2020. Report No.; 20–02.
Song, Hayati, Zhou (bib24) 2017; 20
Wang, Nagarajaiah, Sun (bib9) 2022; 29
Asai, Chang, Phillips, Spencer (bib18) 2013; 57
Al-Subaihawi S. Real-time hybrid simulation of complex structural systems subjected to multi-natural hazards. Ph.D. Dissertation, Department of Civil and Environmental Engineering, Lehigh University, Bethlehem, PA; 2023.
Dong, Sause, Ricles (bib15) 2016; 142
Kolay, Ricles (bib32) 2018; 144
Higham (bib50) 1988
Chopra (bib53) 2007
Filippou F., Popov E., Bertero V. Effect of bond deterioration on hysteretic behavior of reinforced concrete joints. Earthquake Engineering Research Center, University of California, Berkeley, California. 1983 August. Report No.; UCB/EERC-83/19.
Kolay, Ricles (bib29) 2019; 23
Craig, Bampton (bib41) 1968; 6
Benoit (bib51) 1924; 2
Kolay C. Parametrically dissipative explicit direct integration algorithms for computational and experimental structural dynamics. Ph.D. Dissertation, Department of Civil and Environmental Engineering, Lehigh University, Bethlehem, PA; 2016.
Nagarajaiah, Chen, Wang (bib8) 2022; 148
Kolay, Ricles, Marullo, Mahvashmohammadi, Sause (bib30) 2015; 44
Qian, Chopra, McKenna (bib40) 2021; 50
Mandela, Kuppuraj, Rengaswamy, Narasimhan (bib46) 2012; 22
Najafi, Spencer (bib21) 2021; 147
Smith, Merello, Willford (bib4) 2010; 163
Najafi, Fermandois, Spencer (bib20) 2020; 219
Al-Subaihawi, Kolay, Marullo, Ricles, Quiel (bib13) 2020; 205
Kolås, Foss, Schei (bib47) 2009; 33
Moehle et al. Final report to the city of Los Angeles for the tall building initiative. Pacific Earthquake Engineering Research Center, University of California, Berkeley; 2009.
Shao, Mueller, Mohammed (bib22) 2015; 142
Simiu, Scanlan (bib35) 1996
Dong, Sause, Ricles (bib14) 2015; 44
10.1016/j.engstruct.2024.118348_bib36
10.1016/j.engstruct.2024.118348_bib38
10.1016/j.engstruct.2024.118348_bib3
10.1016/j.engstruct.2024.118348_bib37
Song (10.1016/j.engstruct.2024.118348_bib24) 2017; 20
Dong (10.1016/j.engstruct.2024.118348_bib15) 2016; 142
Mandela (10.1016/j.engstruct.2024.118348_bib46) 2012; 22
Smith (10.1016/j.engstruct.2024.118348_bib5) 2007; 16
Qi (10.1016/j.engstruct.2024.118348_bib45) 2018; 9
Nagarajaiah (10.1016/j.engstruct.2024.118348_bib8) 2022; 148
Chen (10.1016/j.engstruct.2024.118348_bib16) 2009; 38
Chae (10.1016/j.engstruct.2024.118348_bib25) 2013; 42
10.1016/j.engstruct.2024.118348_bib34
10.1016/j.engstruct.2024.118348_bib49
Wang (10.1016/j.engstruct.2024.118348_bib9) 2022; 29
10.1016/j.engstruct.2024.118348_bib48
Kolay (10.1016/j.engstruct.2024.118348_bib29) 2019; 23
Chung (10.1016/j.engstruct.2024.118348_bib31) 1993; 60
Benoit (10.1016/j.engstruct.2024.118348_bib51) 1924; 2
Higham (10.1016/j.engstruct.2024.118348_bib50) 1988
Shao (10.1016/j.engstruct.2024.118348_bib22) 2015; 142
Al-Subaihawi (10.1016/j.engstruct.2024.118348_bib12) 2022; 154
Al-Subaihawi (10.1016/j.engstruct.2024.118348_bib13) 2020; 205
Asai (10.1016/j.engstruct.2024.118348_bib18) 2013; 57
Chopra (10.1016/j.engstruct.2024.118348_bib39) 2016; 45
Dong (10.1016/j.engstruct.2024.118348_bib14) 2015; 44
Malik (10.1016/j.engstruct.2024.118348_bib11) 2023; 32
(10.1016/j.engstruct.2024.118348_bib28) 2005
10.1016/j.engstruct.2024.118348_bib43
10.1016/j.engstruct.2024.118348_bib42
Kolay (10.1016/j.engstruct.2024.118348_bib32) 2018; 144
10.1016/j.engstruct.2024.118348_bib44
Qian (10.1016/j.engstruct.2024.118348_bib40) 2021; 50
Fang (10.1016/j.engstruct.2024.118348_bib6) 2019; 191
Xing (10.1016/j.engstruct.2024.118348_bib10) 2021; 245
Kolay (10.1016/j.engstruct.2024.118348_bib30) 2015; 44
Karavasilis (10.1016/j.engstruct.2024.118348_bib17) 2011; 33
Kolås (10.1016/j.engstruct.2024.118348_bib47) 2009; 33
Nakashima (10.1016/j.engstruct.2024.118348_bib2) 1992; 21
Mahin (10.1016/j.engstruct.2024.118348_bib1) 1985; 111
10.1016/j.engstruct.2024.118348_bib52
Chopra (10.1016/j.engstruct.2024.118348_bib53) 2007
10.1016/j.engstruct.2024.118348_bib27
10.1016/j.engstruct.2024.118348_bib26
Ou (10.1016/j.engstruct.2024.118348_bib23) 2017; 84
Craig (10.1016/j.engstruct.2024.118348_bib41) 1968; 6
Smith (10.1016/j.engstruct.2024.118348_bib4) 2010; 163
Fermandois (10.1016/j.engstruct.2024.118348_bib19) 2017; 16
Najafi (10.1016/j.engstruct.2024.118348_bib21) 2021; 147
Tan (10.1016/j.engstruct.2024.118348_bib7) 2014; 13
Simiu (10.1016/j.engstruct.2024.118348_bib35) 1996
Chiou (10.1016/j.engstruct.2024.118348_bib33) 2008; 24
Najafi (10.1016/j.engstruct.2024.118348_bib20) 2020; 219
References_xml – volume: 33
  start-page: 1386
  year: 2009
  end-page: 1401
  ident: bib47
  article-title: Constrained nonlinear state estimation based on the UKF approach
  publication-title: Comput Chem Eng
– volume: 38
  start-page: 23
  year: 2009
  end-page: 44
  ident: bib16
  article-title: Real-time hybrid testing using the unconditionally stable explicit CR integration algorithm
  publication-title: Earth Engr Struct Dyn
– volume: 57
  start-page: 177
  year: 2013
  end-page: 188
  ident: bib18
  article-title: Real‐time hybrid simulation of a smart outrigger damping system for high‐rise buildings
  publication-title: Eng Struct
– reference: Kolay C. Parametrically dissipative explicit direct integration algorithms for computational and experimental structural dynamics. Ph.D. Dissertation, Department of Civil and Environmental Engineering, Lehigh University, Bethlehem, PA; 2016.
– volume: 84
  start-page: 223
  year: 2017
  end-page: 240
  ident: bib23
  article-title: Real time hybrid simulation with online model updating: an analysis of accuracy
  publication-title: Mech Syst Signal Process
– volume: 44
  start-page: 2035
  year: 2015
  end-page: 2055
  ident: bib14
  article-title: Accurate real‐time hybrid earthquake simulations on large‐scale MDOF steel structure with nonlinear viscous dampers
  publication-title: Earth Engr Struct Dyn
– volume: 142
  year: 2015
  ident: bib22
  article-title: Real-time hybrid simulation with online model updating: methodology and implementation
  publication-title: J Eng Mech
– reference: Shing P., Mahin S. Pseudodynamic test method for seismic performance evaluation: theory and implementation. Earthquake Engineering Research Center, University of California, Berkeley. Report No. UCB/EERC-84/01.
– volume: 163
  start-page: 111
  year: 2010
  end-page: 118
  ident: bib4
  article-title: Intrinsic and supplementary damping in tall buildings
  publication-title: Proc Inst Civ Eng-Struct Build
– volume: 191
  start-page: 280
  year: 2019
  end-page: 291
  ident: bib6
  article-title: Optimization of damped outrigger systems subject to stochastic excitation
  publication-title: Engr Struct
– reference: Ricles, J., Kolay C., Marullo T. HyCoM-3D: A program for 3D multi-hazard nonlinear analysis and real-time hybrid simulation of civil infrastructure systems. Bethlehem (PA): ATLSS Engineering Research Center, Lehigh University; 2020. Report No.; 20–02.
– volume: 144
  year: 2018
  ident: bib32
  article-title: Force-based frame element implementation for real-time hybrid simulation using explicit direct integration algorithms
  publication-title: J Struct Engr
– volume: 22
  start-page: 718
  year: 2012
  end-page: 728
  ident: bib46
  article-title: Constrained unscented recursive estimator for nonlinear dynamic systems
  publication-title: J Process Crtl
– volume: 16
  start-page: 501
  year: 2007
  end-page: 517
  ident: bib5
  article-title: The damped outrigger concept for tall buildings
  publication-title: Struct desn Tall Spec bldgs
– reference: Eberhart, R. & Kennedy, J., 1995. Particle swarm optimization. Perth, Australia, s.n., pp. 1942–1948.
– reference: Menegotto M., Pinto E. Method of analysis for cyclically loaded RC plane frames including changes in geometry and non-elastic behavior of elements under combined normal. Proceedings of IABSE symposium on Resistance and Ultimate Deformability of Structures Acted on by Well Defined Repeated Loads; 1973; Lisbon, Portugal.
– year: 2007
  ident: bib53
  publication-title: Dynamics of structures: theory and applications to earthquake engineering
– volume: 2
  start-page: 67
  year: 1924
  end-page: 77
  ident: bib51
  article-title: Note on a method for solving normal equations coming from the application of the least squares method to a system of linear equations in number less than that of the unknowns (Commander Cholesky's method)
  publication-title: Geod Bull
– volume: 6
  start-page: 1313
  year: 1968
  end-page: 1319
  ident: bib41
  article-title: Coupling of substructures for dynamic analyses
  publication-title: AIAA J
– volume: 219
  year: 2020
  ident: bib20
  article-title: Decoupled model-based real-time hybrid simulation with multi-axial load and boundary condition boxes
  publication-title: Eng Struct
– reference: Filippou F., Popov E., Bertero V. Effect of bond deterioration on hysteretic behavior of reinforced concrete joints. Earthquake Engineering Research Center, University of California, Berkeley, California. 1983 August. Report No.; UCB/EERC-83/19.
– volume: 205
  year: 2020
  ident: bib13
  article-title: Assessment of wind-induced vibration mitigation in a tall building with damped outriggers using real-time hybrid simulations
  publication-title: Engr Struct
– volume: 45
  start-page: 193
  year: 2016
  end-page: 211
  ident: bib39
  article-title: Modeling viscous damping in nonlinear response history analysis of buildings for earthquake excitation
  publication-title: Earth Engr Struct Dyn
– reference: Wan E., Van Der Merwe R. The unscented Kalman filter for nonlinear estimation. In Proceedings of the IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium; 2000 October 1–4; Lake Louise, Alberta, Canada. DOI:
– reference: Al-Subaihawi S. Real-time hybrid simulation of complex structural systems subjected to multi-natural hazards. Ph.D. Dissertation, Department of Civil and Environmental Engineering, Lehigh University, Bethlehem, PA; 2023.
– volume: 21
  start-page: 79
  year: 1992
  end-page: 92
  ident: bib2
  article-title: Development of real-time pseudo dynamic testing
  publication-title: Earth Engr Struct Dyn
– volume: 23
  start-page: 771
  year: 2019
  end-page: 792
  ident: bib29
  article-title: Improved explicit integration algorithms for structural dynamic analysis with unconditional stability and controllable numerical dissipation
  publication-title: J Earth Engr
– volume: 154
  year: 2022
  ident: bib12
  article-title: Online explicit model updating of nonlinear viscous dampers for real time hybrid simulation
  publication-title: Soil Dyn Earth Engr
– volume: 42
  start-page: 1697
  year: 2013
  end-page: 1715
  ident: bib25
  article-title: Adaptive time series compensator for delay compensation of servo‐hydraulic actuator systems for real‐time hybrid simulation
  publication-title: Earth Engr Struct Dyn
– volume: 44
  start-page: 735
  year: 2015
  end-page: 755
  ident: bib30
  article-title: Implementation and application of the unconditionally stable explicit parametrically dissipative KR‐α method for real‐time hybrid simulation
  publication-title: Earth Engr Struct Dyn
– start-page: 103
  year: 1988
  end-page: 118
  ident: bib50
  article-title: Computing a nearest symmetric positive semidefinite matrix
  publication-title: Linear Algebra its Appl
– reference: The MathWorks Inc. MATLAB [computer program]. Version: 9.13.0 (R2022b). Natick (MA), 2022.
– volume: 13
  start-page: 293
  year: 2014
  end-page: 304
  ident: bib7
  article-title: Dynamic characteristics of a novel damped outrigger system
  publication-title: Earth Engr Engr Vibr
– volume: 32
  year: 2023
  ident: bib11
  article-title: Optimal parameters for tall buildings with a single viscously damped outrigger considering earthquake and wind loads
  publication-title: Struct desgn Tall Spec bldgs
– volume: 29
  year: 2022
  ident: bib9
  article-title: A novel crosswind mitigation strategy for tall buildings using negative stiffness damped outrigger systems
  publication-title: Struct Ctrl Health Monit
– volume: 60
  start-page: 375
  year: 1993
  ident: bib31
  article-title: A time integration algorithm for structural dynamics with improved numerical dissipation: the generalized-
  publication-title: ASME J Appl Mech
– volume: 148
  year: 2022
  ident: bib8
  article-title: Adaptive stiffness structures with dampers: seismic and wind response reduction using passive negative stiffness and inerter systems
  publication-title: J Struct Eng
– volume: 111
  start-page: 1482
  year: 1985
  end-page: 1503
  ident: bib1
  article-title: Pseudodynamic method for seismic testing
  publication-title: J Struct Engr
– volume: 245
  year: 2021
  ident: bib10
  article-title: Optimal outrigger locations and damping parameters for single-outrigger systems considering earthquake and wind excitations
  publication-title: Engr Struct
– volume: 147
  start-page: 05021007
  year: 2021
  ident: bib21
  article-title: Multiaxial real-time hybrid simulation for substructuring with multiple boundary points
  publication-title: J Struct Eng
– reference: Moehle et al. Final report to the city of Los Angeles for the tall building initiative. Pacific Earthquake Engineering Research Center, University of California, Berkeley; 2009.
– volume: 24
  start-page: 23
  year: 2008
  end-page: 44
  ident: bib33
  article-title: NGA project strong-motion database
  publication-title: Earth Spect
– volume: 50
  start-page: 903
  year: 2021
  end-page: 915
  ident: bib40
  article-title: Modeling viscous damping in nonlinear response history analysis of steel moment‐frame buildings: Design‐plus ground motions
  publication-title: Earth Engr Struct Dyn
– reference: Moehle et al. Case studies of the seismic performance of tall buildings designed by alternative means. Pacific Earthquake Engineering Research Center, University of California, Berkeley, California; 2011 July. Report No.: PEER 2011/5.
– year: 1996
  ident: bib35
  publication-title: Winds Effects on Structures: Fundamentals and Applications to Design
– volume: 142
  year: 2016
  ident: bib15
  article-title: Seismic response and performance of a steel MRF building with nonlinear viscous dampers under DBE and MCE
  publication-title: J Struct Engr
– volume: 9
  start-page: 1184
  year: 2018
  end-page: 1196
  ident: bib45
  article-title: Dynamic state estimation for multi-machine power system by unscented Kalman filter with enhanced numerical stability
  publication-title: IEEE Trans smart Grid
– volume: 20
  start-page: 619
  year: 2017
  end-page: 636
  ident: bib24
  article-title: Real-time model updating for magnetorheological damper identification: an experimental study
  publication-title: Smart Struct Syst
– reference: .
– volume: 16
  start-page: 671
  year: 2017
  end-page: 691
  ident: bib19
  article-title: Model-based framework for multi-axial real-time hybrid simulation testing
  publication-title: Earthq Eng Eng Vib
– reference: Wan, E. & van der Merwe, R., 2000. The unscented Kalman filter for nonlinear estimation. s.l., s.n., pp. 153–158.
– year: 2005
  ident: bib28
  article-title: Minimum design loads for buildings and other structures
– volume: 33
  start-page: 1859
  year: 2011
  end-page: 1869
  ident: bib17
  article-title: Experimental evaluation of the seismic performance of steel MRFs with compressed elastomer dampers using large-scale real-time hybrid simulation
  publication-title: Eng Struct
– reference: Wang T., Wu B. Real-time hybrid testing with constrained unscented Kalman filter. In 5th International Conference on Advances in Experimental Structural Engineering; 2013 November 8–9; Taipei, Taiwan.
– volume: 16
  start-page: 501
  issue: 4
  year: 2007
  ident: 10.1016/j.engstruct.2024.118348_bib5
  article-title: The damped outrigger concept for tall buildings
  publication-title: Struct desn Tall Spec bldgs
  doi: 10.1002/tal.413
– ident: 10.1016/j.engstruct.2024.118348_bib36
– volume: 154
  year: 2022
  ident: 10.1016/j.engstruct.2024.118348_bib12
  article-title: Online explicit model updating of nonlinear viscous dampers for real time hybrid simulation
  publication-title: Soil Dyn Earth Engr
– volume: 44
  start-page: 735
  issue: 5
  year: 2015
  ident: 10.1016/j.engstruct.2024.118348_bib30
  article-title: Implementation and application of the unconditionally stable explicit parametrically dissipative KR‐α method for real‐time hybrid simulation
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.2484
– volume: 163
  start-page: 111
  issue: SB2
  year: 2010
  ident: 10.1016/j.engstruct.2024.118348_bib4
  article-title: Intrinsic and supplementary damping in tall buildings
  publication-title: Proc Inst Civ Eng-Struct Build
  doi: 10.1680/stbu.2010.163.2.111
– volume: 144
  issue: 2
  year: 2018
  ident: 10.1016/j.engstruct.2024.118348_bib32
  article-title: Force-based frame element implementation for real-time hybrid simulation using explicit direct integration algorithms
  publication-title: J Struct Engr
– volume: 29
  issue: 9
  year: 2022
  ident: 10.1016/j.engstruct.2024.118348_bib9
  article-title: A novel crosswind mitigation strategy for tall buildings using negative stiffness damped outrigger systems
  publication-title: Struct Ctrl Health Monit
– volume: 16
  start-page: 671
  issue: 4
  year: 2017
  ident: 10.1016/j.engstruct.2024.118348_bib19
  article-title: Model-based framework for multi-axial real-time hybrid simulation testing
  publication-title: Earthq Eng Eng Vib
  doi: 10.1007/s11803-017-0407-8
– volume: 42
  start-page: 1697
  issue: 11
  year: 2013
  ident: 10.1016/j.engstruct.2024.118348_bib25
  article-title: Adaptive time series compensator for delay compensation of servo‐hydraulic actuator systems for real‐time hybrid simulation
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.2294
– ident: 10.1016/j.engstruct.2024.118348_bib27
– ident: 10.1016/j.engstruct.2024.118348_bib52
– year: 2007
  ident: 10.1016/j.engstruct.2024.118348_bib53
– volume: 57
  start-page: 177
  year: 2013
  ident: 10.1016/j.engstruct.2024.118348_bib18
  article-title: Real‐time hybrid simulation of a smart outrigger damping system for high‐rise buildings
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2013.09.016
– ident: 10.1016/j.engstruct.2024.118348_bib42
– volume: 111
  start-page: 1482
  issue: 7
  year: 1985
  ident: 10.1016/j.engstruct.2024.118348_bib1
  article-title: Pseudodynamic method for seismic testing
  publication-title: J Struct Engr
  doi: 10.1061/(ASCE)0733-9445(1985)111:7(1482)
– volume: 32
  issue: 7
  year: 2023
  ident: 10.1016/j.engstruct.2024.118348_bib11
  article-title: Optimal parameters for tall buildings with a single viscously damped outrigger considering earthquake and wind loads
  publication-title: Struct desgn Tall Spec bldgs
– ident: 10.1016/j.engstruct.2024.118348_bib3
– volume: 6
  start-page: 1313
  issue: 7
  year: 1968
  ident: 10.1016/j.engstruct.2024.118348_bib41
  article-title: Coupling of substructures for dynamic analyses
  publication-title: AIAA J
  doi: 10.2514/3.4741
– volume: 33
  start-page: 1386
  issue: 8
  year: 2009
  ident: 10.1016/j.engstruct.2024.118348_bib47
  article-title: Constrained nonlinear state estimation based on the UKF approach
  publication-title: Comput Chem Eng
  doi: 10.1016/j.compchemeng.2009.01.012
– year: 2005
  ident: 10.1016/j.engstruct.2024.118348_bib28
– volume: 191
  start-page: 280
  year: 2019
  ident: 10.1016/j.engstruct.2024.118348_bib6
  article-title: Optimization of damped outrigger systems subject to stochastic excitation
  publication-title: Engr Struct
  doi: 10.1016/j.engstruct.2019.04.011
– year: 1996
  ident: 10.1016/j.engstruct.2024.118348_bib35
– volume: 219
  issue: Sep
  year: 2020
  ident: 10.1016/j.engstruct.2024.118348_bib20
  article-title: Decoupled model-based real-time hybrid simulation with multi-axial load and boundary condition boxes
  publication-title: Eng Struct
– volume: 245
  year: 2021
  ident: 10.1016/j.engstruct.2024.118348_bib10
  article-title: Optimal outrigger locations and damping parameters for single-outrigger systems considering earthquake and wind excitations
  publication-title: Engr Struct
– volume: 84
  start-page: 223
  year: 2017
  ident: 10.1016/j.engstruct.2024.118348_bib23
  article-title: Real time hybrid simulation with online model updating: an analysis of accuracy
  publication-title: Mech Syst Signal Process
  doi: 10.1016/j.ymssp.2016.06.015
– ident: 10.1016/j.engstruct.2024.118348_bib49
  doi: 10.1109/ASSPCC.2000.882463
– ident: 10.1016/j.engstruct.2024.118348_bib43
  doi: 10.1109/ASSPCC.2000.882463
– volume: 9
  start-page: 1184
  issue: 2
  year: 2018
  ident: 10.1016/j.engstruct.2024.118348_bib45
  article-title: Dynamic state estimation for multi-machine power system by unscented Kalman filter with enhanced numerical stability
  publication-title: IEEE Trans smart Grid
  doi: 10.1109/TSG.2016.2580584
– volume: 142
  issue: 2
  year: 2015
  ident: 10.1016/j.engstruct.2024.118348_bib22
  article-title: Real-time hybrid simulation with online model updating: methodology and implementation
  publication-title: J Eng Mech
  doi: 10.1061/(ASCE)EM.1943-7889.0000987
– volume: 205
  year: 2020
  ident: 10.1016/j.engstruct.2024.118348_bib13
  article-title: Assessment of wind-induced vibration mitigation in a tall building with damped outriggers using real-time hybrid simulations
  publication-title: Engr Struct
– ident: 10.1016/j.engstruct.2024.118348_bib34
– volume: 45
  start-page: 193
  issue: 2
  year: 2016
  ident: 10.1016/j.engstruct.2024.118348_bib39
  article-title: Modeling viscous damping in nonlinear response history analysis of buildings for earthquake excitation
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.2622
– volume: 50
  start-page: 903
  issue: 3
  year: 2021
  ident: 10.1016/j.engstruct.2024.118348_bib40
  article-title: Modeling viscous damping in nonlinear response history analysis of steel moment‐frame buildings: Design‐plus ground motions
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.3358
– ident: 10.1016/j.engstruct.2024.118348_bib38
– volume: 60
  start-page: 375
  issue: 371
  year: 1993
  ident: 10.1016/j.engstruct.2024.118348_bib31
  article-title: A time integration algorithm for structural dynamics with improved numerical dissipation: the generalized-α method
  publication-title: ASME J Appl Mech
– volume: 22
  start-page: 718
  issue: 4
  year: 2012
  ident: 10.1016/j.engstruct.2024.118348_bib46
  article-title: Constrained unscented recursive estimator for nonlinear dynamic systems
  publication-title: J Process Crtl
  doi: 10.1016/j.jprocont.2012.02.001
– volume: 148
  issue: 11
  year: 2022
  ident: 10.1016/j.engstruct.2024.118348_bib8
  article-title: Adaptive stiffness structures with dampers: seismic and wind response reduction using passive negative stiffness and inerter systems
  publication-title: J Struct Eng
  doi: 10.1061/(ASCE)ST.1943-541X.0003472
– start-page: 103
  year: 1988
  ident: 10.1016/j.engstruct.2024.118348_bib50
  article-title: Computing a nearest symmetric positive semidefinite matrix
  publication-title: Linear Algebra its Appl
  doi: 10.1016/0024-3795(88)90223-6
– ident: 10.1016/j.engstruct.2024.118348_bib44
– volume: 142
  issue: 6
  year: 2016
  ident: 10.1016/j.engstruct.2024.118348_bib15
  article-title: Seismic response and performance of a steel MRF building with nonlinear viscous dampers under DBE and MCE
  publication-title: J Struct Engr
– volume: 38
  start-page: 23
  issue: 1
  year: 2009
  ident: 10.1016/j.engstruct.2024.118348_bib16
  article-title: Real-time hybrid testing using the unconditionally stable explicit CR integration algorithm
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.838
– volume: 2
  start-page: 67
  issue: 1
  year: 1924
  ident: 10.1016/j.engstruct.2024.118348_bib51
  article-title: Note on a method for solving normal equations coming from the application of the least squares method to a system of linear equations in number less than that of the unknowns (Commander Cholesky's method)
  publication-title: Geod Bull
– volume: 44
  start-page: 2035
  issue: 12
  year: 2015
  ident: 10.1016/j.engstruct.2024.118348_bib14
  article-title: Accurate real‐time hybrid earthquake simulations on large‐scale MDOF steel structure with nonlinear viscous dampers
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.2572
– volume: 20
  start-page: 619
  issue: 5
  year: 2017
  ident: 10.1016/j.engstruct.2024.118348_bib24
  article-title: Real-time model updating for magnetorheological damper identification: an experimental study
  publication-title: Smart Struct Syst
– volume: 24
  start-page: 23
  issue: 1
  year: 2008
  ident: 10.1016/j.engstruct.2024.118348_bib33
  article-title: NGA project strong-motion database
  publication-title: Earth Spect
  doi: 10.1193/1.2894831
– ident: 10.1016/j.engstruct.2024.118348_bib37
– volume: 147
  start-page: 05021007
  issue: 11
  year: 2021
  ident: 10.1016/j.engstruct.2024.118348_bib21
  article-title: Multiaxial real-time hybrid simulation for substructuring with multiple boundary points
  publication-title: J Struct Eng
  doi: 10.1061/(ASCE)ST.1943-541X.0003138
– volume: 33
  start-page: 1859
  issue: 6
  year: 2011
  ident: 10.1016/j.engstruct.2024.118348_bib17
  article-title: Experimental evaluation of the seismic performance of steel MRFs with compressed elastomer dampers using large-scale real-time hybrid simulation
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2011.01.032
– volume: 13
  start-page: 293
  year: 2014
  ident: 10.1016/j.engstruct.2024.118348_bib7
  article-title: Dynamic characteristics of a novel damped outrigger system
  publication-title: Earth Engr Engr Vibr
  doi: 10.1007/s11803-014-0231-3
– ident: 10.1016/j.engstruct.2024.118348_bib48
  doi: 10.1109/ICNN.1995.488968
– ident: 10.1016/j.engstruct.2024.118348_bib26
– volume: 23
  start-page: 771
  issue: 5
  year: 2019
  ident: 10.1016/j.engstruct.2024.118348_bib29
  article-title: Improved explicit integration algorithms for structural dynamic analysis with unconditional stability and controllable numerical dissipation
  publication-title: J Earth Engr
  doi: 10.1080/13632469.2017.1326423
– volume: 21
  start-page: 79
  issue: 1
  year: 1992
  ident: 10.1016/j.engstruct.2024.118348_bib2
  article-title: Development of real-time pseudo dynamic testing
  publication-title: Earth Engr Struct Dyn
  doi: 10.1002/eqe.4290210106
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Snippet Real-time hybrid simulation (RTHS) divides a structural system into analytical and experimental substructures that are coupled through their common degrees of...
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StartPage 118348
SubjectTerms 3D nonlinear model
Adaptive servo-hydraulic actuator control
Damped outrigger system
Large-scale multi-directional real-time hybrid simulation
Multi-natural hazards
Nonlinear viscous dampers
Real-time online model updating
RTHS half-power testing method
Tall buildings
Title Development of multi-directional real-time hybrid simulation for tall buildings subject to multi-natural hazards
URI https://dx.doi.org/10.1016/j.engstruct.2024.118348
Volume 315
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