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eSysId: Embedded System Identification for Vibration Monitoring at the Extreme Edge

  • 2023
  • OriginalPaper
  • Chapter
Published in:
Authors
Federica Zonzini
Matteo Zauli
Luca De Marchi
Published in
Applications in Electronics Pervading Industry, Environment and Society
Publisher
Springer Nature Switzerland

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Abstract

The chapter introduces eSysId, a novel monitoring architecture for vibration-based structural inspection that leverages extreme edge computing. By implementing System Identification algorithms on a smart accelerometer sensor, the architecture compresses data, supports real-time diagnostics, and extends sensor battery life. The chapter details the design of the sensor node, the effects of bit-depth quantization on data quality, and the energy savings achieved compared to alternative compression strategies. Experimental validation demonstrates the effectiveness of the approach, making it a promising solution for large-scale structural health monitoring applications.
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previous chapter Microcontroller Based Edge Computing for Pipe Leakage Detection
next chapter Microcontroller Based Portable Measurement System for GaN and SiC Devices Characterization
Title
eSysId: Embedded System Identification for Vibration Monitoring at the Extreme Edge
Authors
Federica Zonzini
Matteo Zauli
Luca De Marchi
Copyright Year
2023
Book
Applications in Electronics Pervading Industry, Environment and Society

Print ISBN: 978-3-031-30332-6

Electronic ISBN: 978-3-031-30333-3

Copyright Year: 2023

DOI
https://doi.org/10.1007/978-3-031-30333-3_4
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