Remote Vibration Monitoring of Combustion Engines Utilising Edge Computing

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書誌詳細
出版年:	Electronics vol. 14, no. 11 (2025), p. 2118
第一著者:	Kociszewski Rafał
その他の著者:	Wojtkowski Wojciech
出版事項:	MDPI AG
主題:	Combustion Microelectromechanical systems Data processing Data acquisition Edge computing Vibration monitoring Cloud computing Neural networks Sensors Signal processing Remote monitoring Vibration analysis Engines Acoustics Real time Fault detection Accelerometers
オンライン･アクセス:	Citation/Abstract Full Text + Graphics Full Text - PDF
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その他の書誌記述
抄録:	This paper presents a remote vibration monitoring system for combustion engines, utilising edge computing technology. The proposed solution aims to enhance real-time data processing and reduce latency by performing computations closer to the data source. The system integrates vibration sensor, edge computing units, and potentially cloud-based analytics to provide continuous monitoring and early fault detection. The research discusses the architecture, data acquisition process, and implementation challenges. The experimental results show that analysing the values of specific vibration signal measures can be effective in identifying engine anomalies. The results suggest that edge processing can significantly contribute to the reliability of vibration monitoring in similar applications.
ISSN:	2079-9292
DOI:	10.3390/electronics14112118
ソース:	Advanced Technologies & Aerospace Database