Ultrasonic method and system for fluid quality measurement, classification, and monitoring
AssigneeBerkeley Springs Instruments LLC
InventorEugene B. Silverman
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AssigneeBerkeley Springs Instruments LLC
InventorEugene B. Silverman
Estimating the term…
A system and method for determining fluid quality or change in quality by training machine learning algorithms using ultrasound Fast Fourier Transform (FFT) signatures. The system includes one or more ultrasonic transducers embedded inside or outside of a pipe, piping, or vessel that allows a fluid to flow past or between the ultrasound transducers. The transducer's acoustic energy creates ultrasound pressure waves and localized heat due to acoustic cavitation. The cavitation creates bubbles that collapse creating ultrasound sonic energy in the time domain. Unique sonic time-domain signatures, distinctively associated with the characteristics of the fluids, are converted to FFTs to produce unique, well-defined frequency response signatures. Machine learning algorithms are used to identify, measure, and classify the unique frequency response signatures associated with a wide range of fluids.
A method for measuring fluid quality, comprising:
A method for measuring fluid quality, comprising:
Dependencies are inferred from the claim text.