Calibration of Two Novel Segmentation Approaches by Synthetic Road Vehicle Vibrations

Simulation of non-stationary random vibrations has motivated Packaging vibration testing for decades.Often, an event-detection algorithm decomposes Road vehicle vibrations when analyzing the recorded series.However, heuristics and subjective justifications are often in the papers, whereby the foremost concern is the validation of the non-stationarity of simulated signals.Furthermore, if a changepoint detection is inherent to the procedure, it is recommended to calibrate the detector.The current paper concerns the Receiver operating characteristics (ROC) of two novel algorithms and provides contextual support by Segment length distributions (SLD).

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Publication Details

Journal
Tehnicki vjesnik - Technical Gazette
Published
2024-10-31
DOI
https://doi.org/10.17559/tv-20220114115149
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
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article

Calibration of Two Novel Segmentation Approaches by Synthetic Road Vehicle Vibrations

Tehnicki vjesnik - Technical Gazette
Infrastructure Maintenance and Monitoring
article

Calibration of Two Novel Segmentation Approaches by Synthetic Road Vehicle Vibrations

article en

Abstract

Simulation of non-stationary random vibrations has motivated Packaging vibration testing for decades.Often, an event-detection algorithm decomposes Road vehicle vibrations when analyzing the recorded series.However, heuristics and subjective justifications are often in the papers, whereby the foremost concern is the validation of the non-stationarity of simulated signals.Furthermore, if a changepoint detection is inherent to the procedure, it is recommended to calibrate the detector.The current paper concerns the Receiver operating characteristics (ROC) of two novel algorithms and provides contextual support by Segment length distributions (SLD).

Tehnicki vjesnik - Technical GazetteVol. 31(6)
Széchenyi István University (HU), University of Dunaújváros (HU)
Sustainable cities and communities
Openalex Percentile: Top 78%
Infrastructure Maintenance and Monitoring
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