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fosanalysis
A framework to evaluate distributed fiber optic sensor data
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Contains class implementations to remove implausible values from strain data. More...
Classes | |
| class | AnomalyMasker |
| Abstract class for anomaly identification. More... | |
| class | GTM |
| The geometric threshold method (GTM) identifies SRAs by comparing the strain increments to a threshold. More... | |
| class | ModifiedZscoreDetection |
| Class for the modified z-score approach for spike detection. More... | |
| class | OSCP |
| Class for outlier detection an cancellation based on the outlier specific correction procedure (OSCP) as originally presented in [7] and [8]. More... | |
| class | SlidingModifiedZscore |
| Class that calculates the modified zscore over a moving window. More... | |
| class | WhitakerAndHayes |
| The Whitaker & Hayes algorithm uses the high intensity and small width of spikes. More... | |
| class | ZscoreOutlierDetection |
| Class for the standard z-score approach for spike detection. More... | |
| class | ZSOD |
| Abstract base class for outlier detection by different kinds of z-scores. More... | |
Contains class implementations to remove implausible values from strain data.
This can be used to remove strain reading anomalies (SRAs) from the data.