CNN-LSTM-Based Fault Diagnosis and Adaptive Multichannel Fusion Calibration of Filament Current Sensor for Mass Spectrometer

The mass spectrometer filament current sensor reflects the health status of the filament by detecting real-time variation in filament current, providing an ideal means to monitor the safe use of the filament. However, the complex and changing environment inside and outside the sensor often affects t...

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Veröffentlicht in:	IEEE sensors journal Jg. 24; H. 2; S. 2255 - 2269
Hauptverfasser:	Li, Xinshuo, Li, Pinghua, Zhang, Zhen, Yin, Jiancheng, Sheng, Yunlong, Zhang, Luoxuan, Zhou, Wenxing, Zhuang, Xuye
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 15.01.2024
Schlagworte:	Artificial neural networks Calibration Changing environments Datasets Fault diagnosis Mass spectrometers Mathematical models Model accuracy Sensors
ISSN:	1530-437X, 1558-1748
Online-Zugang:	Volltext
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