Microtexture region characterization systems and methods
View Patent ↗The present disclosure provides methods and systems for the characterization of a potential microtexture region (MTR) of a sample, component, or the like. The methods may include determining a threshold width of spatial correlation coefficient and/or a threshold spatial correlation coefficient slope for an actual MTR, characterizing a potential MTR as an actual MTR or a defect, characterizing an actual MTR as an acceptable MTR or not, and/or characterizing various components with potential MTRs as defective or not. The characterization may include calculating a width of spatial correlation coefficient and/or a spatial correlation coefficient slope of the potential MTR and comparing the width of spatial correlation coefficient to a threshold width of spatial correlation coefficient and/or comparing the spatial correlation coefficient slope to a threshold spatial correlation coefficient slope for the potential MTR to be characterized as an actual MTR or a defect (crack).
1. A method, comprising:
scanning a batch of components with an ultrasonic transducer to form a scanned data set for each of the batch of components;
determining a microtexture level indicator for each of a plurality of regions for each of the batch of components based on the scanned data set for each of the batch of components;
separating a portion of the batch of components in response to each of the portion of the batch of components including one or more potential microtexture regions (MTRs) from the batch of components, wherein each of the one or more potential MTRs is determined based on the microtexture level indicator, each of the one or more potential MTRs including an area of interest;
analyzing a spatial correlation coefficient profile of each of the one or more potential MTRs along an elongation direction relative to the area of interest;
characterizing each of the one or more potential MTRs for each of the portion of the batch of components as an actual MTR, a rejectable MTR, or a defect; and
scrapping a component of the portion of the batch of components in response to at least one of the one or more potential MTRs of the component being characterized as the defect or the rejectable MTR.
2. The method of claim 1 , wherein the microtexture level indicator comprises at least one of an average peak factor, a standard deviation of peak amplitudes, and a baseband bandwidth.
3. The method of claim 1 , wherein each of the one or more potential MTRs is determined by calculating the microtexture level indicator or possessing at least one of a rejectable indication or a marginally rejectable indication that resulted from an ultrasonic crack inspection.
4. The method of claim 3 , wherein each of the one or more potential MTRs is determined in response to at least one of a high amplitude spot in an area with MTR content as identified by the microtexture level indicator, the rejectable indication, or the marginally rejectable indication as defined by comparing a maximum amplitude at the potential MTR to an established threshold amplitude in the ultrasonic crack inspection.
5. The method of claim 1 , wherein analyzing the spatial correlation coefficient profile for each of the one or more potential MTRs further comprises comparing a width of spatial correlation coefficient of the area of interest with a threshold width of spatial correlation coefficient for the potential MTR to be characterized as the actual MTR.
6. The method of claim 1 , wherein analyzing the spatial correlation coefficient profile for each of the one or more potential MTRs further comprises comparing a spatial correlation coefficient slope from the area of interest to an adjacent position with a threshold spatial correlation coefficient slope for the potential MTR to be characterized as the actual MTR, and wherein analyzing the spatial correlation coefficient profile further comprises comparing a width of spatial correlation coefficient of the potential MTR with a second threshold width of spatial correlation coefficient for the actual MTR to be characterized as an acceptable MTR.