Data-Driven and Machine-Learning-Based Real-Time Viscosity Measurement Using a Compliant Mechanism

Data-Driven and Machine-Learning-Based Real-Time Viscosity Measurement Using a Compliant Mechanism

In this work, a novel method of viscosity measurement is proposed using a device comprising a compliant mechanism, a vibration source, and a piezoelectric sensor. The vibration source creates linear harmonic vibrations in the compliant mechanism suspended in the liquid, and the acceleration response...

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Bibliographic Details
Main Authors: Nitin V. Satpute, Pratibha Mahajan, Abhishek M. Bhagawati, Keyur G. Kulkarni, Kaustubh M. Utpat, Ganesh D. Korwar, Jagadish V. Tawade, Joanna Iwaniec, Krzysztof Kołodziejczyk
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
machine learning
viscosity prediction
compliant mechanism
regression analysis
NI Lab View
Online Access:https://www.mdpi.com/2076-3417/14/23/10992
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