Measurement of liquid viscosity using quartz crystal microbalance (QCM) based on GA-BP neural network
Yan Wang,
Tianyi Lv,
Yu Zeng
et al.
Abstract:Sensor technology plays a pivotal role in various aspects of the petroleum industry. The conventional quartz crystal microbalance (QCM) liquid-phase detection method fails to discern the viscosity and density of solutions separately, rendering it incapable of characterizing the properties of unknown liquid solutions. This presents a formidable challenge to the application of QCM in the petroleum industry. In this study, we aim to assess the feasibility of exclusively utilizing a single QCM sensor for liquid vi… Show more
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