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Spectral Matching Example

 

 

 

The target spectrum (Figure 1) utilized in this example is obtained from the sample project. Ground motion selection and spectral matching will be performed to provide basic knowledge of Spectral Matching in QuakeManager. Using the Ground Motion Selection dialog (Figure 2), the target spectrum, fitting criteria (Figure 3) and filtering options are defined.

In the selection dialog, the magnitude, distance, and pulse period ranges were defined. The scale factor and period ranges were modified from the fitting criteria dialog. Also, a mean constraint of 0.9 value was applied so that the resulting mean of the records may never fall below 90% of the target spectrum. After running the analysis, a suite of records was selected as shown in the figure below (Figure 4 & Figure 5).

 

Figure 1: Target Spectrum

 

 

Based on the "Number of Top Suites to Keep", QuakeManager generated 8 suites that satisfy the defined filters.

 

Figure 2: Ground Motion Selection Dialog

 

 

Figure 3: GM Fitting Criteria Dialog

 

 

The first generated suite was selected and added to Record Suite 1.

 

Figure 4: Selected Suite

 

 

Figure 5: Suite selected and scaled using the GM Suite Selection tool

 

The 11 selected records in suite 1 will be spectrally matched using the two methods: Tight Matching and Mean Matching. For the Tight matching, the RotD100 Bidirectional type was defined as the we used the RotD100 in the selection example, and the same target spectrum was set. Regarding the Matching Criteria, it is recommended to widen the frequency/period range to obtain better solutions. For that purpose, 0.1 to 35 Hz was defined as a frequency range. As a first pass, 3 steps were defined. This is an iterative process in which number of steps may be decreased or increased to improve the results. For this example, Model 7, "Improved Tapered Cosine Function" was selected to be the wavelet model. All remaining parameters were kept as default.

 

                        

 

 

After running the analysis of Tight Matching, QuakeManager generates a report that includes statistics about the matching process including the misfit (error) for both the matching frequencies and other "unmatched" frequencies. The red numbers indicate that these records did not reach the convergence tolerance defined in the Matching Criteria. QuakeManager can show the matching results step by step or the last step only.The step by step report illustrates how the matching is improving with each step. For example, 55461EW record resulted in a maximum misfit error of 37.48% in the first step, however, this misfit decreased to 10.72% leading to an approximate of 71% decrease in the maximum misfit. Note that this is not always the case, the misfit of some records may increase with the increase of the number of steps.

 

Figure 6: Spectral Matching Report (showing last step only)

 

Figure 7: Spectral Matching Report (showing all steps)

 

Figure 8: Tight Matching

 

The advantage of using the Model 7 wavelet model is that most of the times, it overcomes the drift problems in the velocity and displacement time histories. Example below shows the AVD (acceleration-velocity-displacement) chart.

 

 

Concerning the Mean Spectral Matching, the selected suite will be matched using the "Mean + Standard Deviation" match method and the suite dispersion was set to be equal to the standard deviation. The figure below show an almost perfect match between the suite mean and standard deviation and the target spectrum.

 

Figure 8: Mean Matching

 

 

 

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