10-02-2022 дата публикации
Номер: US20220044421A1
Systems and methods for monitoring and controlling dynamic multi-phase flow phenomena, capable of sensing, detecting, quantifying, and inferring characteristics, properties, and compositions (including static and dynamic characteristics, properties and compositions). The systems combine machine vision and mathematical models, which enables direct observation and detection of static and dynamic multi-phase fluid flow properties and phenomena (e.g. voids, waves, shadows, dimples, wrinkles, foam, bubbles, particulates, discrete materials, collections of materials, and position) and inferring other properties and phenomena (e.g. flow regimes, bubble velocities and accelerations, material deposition rates, erosion rates, phasic critical behavioral points as related to heat transfer, and the volumetric and mass flow rates of the phases) that are used to monitor and control systems applied to a multi-phase fluid flow system. 1. A system for monitoring a multi-phase fluid flow , comprising:a preprocessor for receiving, filtering, and formatting digital images of the multi-phase fluid flow;a processor that includes a neural network learning algorithm linked to the preprocessor for receiving the preprocessed digital images, identifying phenomena related to the multi-phase fluid flow in the preprocessed digital images and quantifying the relative positions and geometries of the phenomena based on the digital images; anda post processor linked to the processor for receiving the identified phenomena, receiving the quantified relative positions and geometries of the phenomena, deriving dynamic attributes of the identified phenomena and inferring other attributes related to the multi-phase fluid flow.2. The system of claim 1 , further comprising a camera linked to the preprocessor for capturing the digital images of the multi-phase fluid flow in real-time and transmitting the digital images to the preprocessor.3. The system of claim 1 , further comprising at least one of a pump ...
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