Sheikhsarraf, MohammadhossienMohammadhossienSheikhsarraf2024-02-052024-02-052023-11-23https://publica.fraunhofer.de/handle/publica/459648enPiezoelectric micropumpsMachine learningEdge-AIBackpressure estimationBubble detectionEdge-AI: Self-Sensing backpressure estimation and bubble detection in piezoelectric micropumps using machine learning methods on a limited hardwaremaster thesis