Optimal sensor placement for dynamic model updating of civil engineering structures
Optimal sensor configuration for a nine-storey shear building model is presented using statistical methodology. The optimal placing of sensors allows measured data that contains the most information for model parameter estimation to be collected. This methodology is useful in damage detection, model...
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sg-ntu-dr.10356-538272023-03-03T17:18:57Z Optimal sensor placement for dynamic model updating of civil engineering structures Toh, Kelly Jia Li. School of Civil and Environmental Engineering Cheung Sai Hung DRNTU::Engineering::Civil engineering::Structures and design Optimal sensor configuration for a nine-storey shear building model is presented using statistical methodology. The optimal placing of sensors allows measured data that contains the most information for model parameter estimation to be collected. This methodology is useful in damage detection, model updating and localisation applications. Uncertainties such as modelling error, and model uncertainties are taken into account for this method. The optimality criterion for the sensor configuration depends on the entropy information, a unique measure of uncertainty in the parameters of the model. The uncertainty is derived using a Bayesian statistical methodology, in which the value of entropy measure is minimised considering a set of possible sensor configurations. The values of entropy measure is computed using genetic algorithm. Large uncertainties are also considered by using Monte Carlo simulation. Bachelor of Engineering (Civil) 2013-06-07T07:34:35Z 2013-06-07T07:34:35Z 2013 2013 Final Year Project (FYP) http://hdl.handle.net/10356/53827 en Nanyang Technological University 52 p. application/pdf |
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DRNTU::Engineering::Civil engineering::Structures and design Toh, Kelly Jia Li. Optimal sensor placement for dynamic model updating of civil engineering structures |
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Optimal sensor configuration for a nine-storey shear building model is presented using statistical methodology. The optimal placing of sensors allows measured data that contains the most information for model parameter estimation to be collected. This methodology is useful in damage detection, model updating and localisation applications. Uncertainties such as modelling error, and model uncertainties are taken into account for this method. The optimality criterion for the sensor configuration depends on the entropy information, a unique measure of uncertainty in the parameters of the model. The uncertainty is derived using a Bayesian statistical methodology, in which the value of entropy measure is minimised considering a set of possible sensor configurations. The values of entropy measure is computed using genetic algorithm. Large uncertainties are also considered by using Monte Carlo simulation. |
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School of Civil and Environmental Engineering |
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School of Civil and Environmental Engineering Toh, Kelly Jia Li. |
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Final Year Project |
author |
Toh, Kelly Jia Li. |
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Toh, Kelly Jia Li. |
title |
Optimal sensor placement for dynamic model updating of civil engineering structures |
title_short |
Optimal sensor placement for dynamic model updating of civil engineering structures |
title_full |
Optimal sensor placement for dynamic model updating of civil engineering structures |
title_fullStr |
Optimal sensor placement for dynamic model updating of civil engineering structures |
title_full_unstemmed |
Optimal sensor placement for dynamic model updating of civil engineering structures |
title_sort |
optimal sensor placement for dynamic model updating of civil engineering structures |
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2013 |
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http://hdl.handle.net/10356/53827 |
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1759855274545381376 |