Air Bubble Detection in Water Flow by Means of AI-Assisted Infrared Reflection System

This letter introduces an innovative, cost-effective solution for detecting air bubbles in water flow systems using an AI-assisted infrared reflection system. In industries, such as chemical, mechanical, oil, and nuclear, the presence of air bubbles in fluids can compromise both product quality and...

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Veröffentlicht in:	IEEE sensors letters 2024-10, Vol.8 (10), p.1-4
Hauptverfasser:	Moises, Ander Gracia, Pascual, Ignacio Vitoria, Gonzalez, Jose Javier Imas, Ruiz-Zamarreno, Carlos
Format:	Artikel
Sprache:	eng
Schlagworte:	Air bubbles Algorithms artificial intelligence bubble detection Data models Electromagnetic wave sensors Emitters Fluids Infrared analysis Infrared detectors Infrared reflection Machine learning Nuclear safety Optical measuring instruments Performance measurement Photodetectors Predictive models principal component analysis (PCA) Reliability Sensors support vector machine (SVM) Support vector machines Water flow
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