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Self-Sensing of Piezoelectric Micropumps: Gas Bubble Detection by Artificial Intelligence Methods on Limited Embedded Systems

Gas bubbles are one of the main disturbances encountered when dispensing drugs of microliter volumes using portable miniaturized systems based on piezoelectric diaphragm micropumps. The presence of a gas bubble in the pump chamber leads to the inaccurate administration of the required dose due to it...

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Principais autores: Kristjan Axelsson, Mohammadhossien Sheikhsarraf, Christoph Kutter, Martin Richter
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-06-01
Serier:Sensors
Fag:
artificial intelligence
drug dosing
embedded system
gas bubble detection
machine learning
piezoelectric micropump
Online adgang:https://www.mdpi.com/1424-8220/25/12/3784
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