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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Autors principals:	Kristjan Axelsson, Mohammadhossien Sheikhsarraf, Christoph Kutter, Martin Richter
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2025-06-01
Col·lecció:	Sensors
Matèries:	artificial intelligence drug dosing embedded system gas bubble detection machine learning piezoelectric micropump
Accés en línia:	https://www.mdpi.com/1424-8220/25/12/3784
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