Abstract Anomaly detection and section estimation methods using multiplexed fiber Bragg gratings (FBGs) have been developed to identify propellant supply anomalies rapidly and autonomously in spacecraft propulsion systems. FBGs were used to measure the external strain of the pipe due to internal pressure fluctuations in the pipe during the pressure response caused by a water hammer. The measured strain was substituted into the constructed conversion formula to obtain the differential pressure through the FBGs. As a result, compared with the differential pressure measured by a conventional pressure sensor at the same position, the error was 2% for the maximum pressure of the water hammer and 1% for the natural frequency, indicating high applicability as a differential pressure sensor in piping with FBG simply wrapped around the outside of the pipe. Since the peak intensity and frequency of the measured values in the frequency domain change during flow anomaly and bubble localization, the frequency response function (FRF) between response data of the section to be detected was calculated, and the least-squares error of the FRF was used as the degree of anomaly. As a result, flow anomalies and bubble localization became detectable and sectional estimation was possible.
Highlights Multiplexed FBGs enable highly accurate anomaly detection for spacecraft propulsion systems. Simple and accurate pressure dynamic response measurement method realized by FBGs. Anomaly evaluation and detection by frequency response function between normal and target data. Estimation of anomaly occurrence section by round robin comparison of anomaly degree.
Anomaly detection method for spacecraft propulsion system using frequency response functions of multiplexed FBG data
Acta Astronautica ; 212 ; 235-245
2023-07-18
11 pages
Article (Journal)
Electronic Resource
English
Springer Verlag | 2015
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