Reprint of: Explainable AI (XAI)-driven vibration sensing scheme for surface quality monitoring in a smart surface grinding process

Local Interpretable and Model-agnostic Explanation (LIME), an explainable artificial intelligence (XAI) approach is adapted to identify the globally important time-frequency bands for predicting average surface roughness (Ra) in a smart grinding process. The smart grinding setup consisted of a Super...

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Veröffentlicht in:	Journal of manufacturing processes 2023-08, Vol.100, p.64-74
Hauptverfasser:	Hanchate, Abhishek, Bukkapatnam, Satish T.S., Lee, Kye Hwan, Srivastava, Anil, Kumara, Soundar
Format:	Artikel
Sprache:	eng
Schlagworte:	Convolutional neural network Explainable artificial intelligence Explainable machine learning LIME Local interpretable and model-agnostic explanation OTHER INSTRUMENTATION Spectrogram Surface grinding Surface roughness XAI XML
Online-Zugang:	Volltext
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