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Aug 1, 2007

Real-Time Error Monitoring for Hybrid Simulation. Part I: Methodology and Experimental Verification

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Publication: Journal of Structural Engineering
Volume 133, Issue 8

Abstract

The hybrid simulation test method is a versatile technique for evaluating the seismic performance of structures by seamlessly integrating both physical and numerical simulations of substructures into a single test model. Hybrid simulation results have been shown to be reliable by comparison to shake-table simulations when propagation of experimental errors is successfully mitigated. Techniques have been proposed to assess the severity of experimental errors prior to or after tests have been completed. In this paper, an error monitoring method is presented that predicts the reliability of the test results in real time using data that is readily available. Two error monitors are derived based on estimates of energy added to the hybrid simulation as a result of errors in the experimental setup. The proposed method can provide valuable decision-making information by generating early warnings of unacceptable levels of experimental errors. The warning signals can serve as an indicator to pause the simulation, examine the source of error, and correct the problem, preferably before the specimen is irreparably damaged. Use of the proposed hybrid simulation error monitors to provide a measure of confidence of the quality of the test results is verified in two hybrid simulations.

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Acknowledgments

This work was supported in part by the NEES Program of the National Science Foundation under award number CMS-0086621. Their support is gratefully acknowledged. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the writers and do not necessarily reflect those of the National Science Foundation.

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Information & Authors

Information

Published In

Go to Journal of Structural Engineering
Journal of Structural Engineering
Volume 133Issue 8August 2007
Pages: 1100 - 1108

History

Received: Apr 10, 2006
Accepted: Sep 19, 2006
Published online: Aug 1, 2007
Published in print: Aug 2007

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Notes

Note. Associate Editor: Reginald DesRoches

Authors

Affiliations

Gilberto Mosqueda
Assistant Professor, Dept. of Civil, Structural, and Environmental Engineering, State Univ. of New York, Buffalo, NY 14260.
Bozidar Stojadinovic
Associate Professor, Dept. of Civil and Environmental Engineering, Univ. of California, Berkeley, CA 94720.
Stephen A. Mahin
Nishkian Professor of Structural Engineering, Dept. of Civil and Environmental Engineering, Univ. of California, Berkeley, CA 94720.

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