Comparison of Signal Processing Algorithms for Multi-Sensor Intrusive Phase-Detection Probes
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Date
2022-07
Publication Type
Conference Paper
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yes
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Abstract
Measurements of two-phase flow properties in highly turbulent, self-aerated free-surface flows remain a challenging task. The combination of dual-tip intrusive phase-detection probes with the recently developed adaptive window cross-correlation (AWCC) signal processing allows for measurements of local pseudo-instantaneous 1-D velocities. However, the applied window averaging reduces the data rate and thereby limits the retrieval of time-resolving turbulence statistics. Nevertheless, this represents the best practice in the field of hydraulic engineering. Meanwhile, intrusive phase-detection probes with more than two sensors are well-established in nuclear and chemical engineering. The use of four or more probe tips in combination with suitable signal processing algorithms enables the measurement of local instantaneous 3-D particle velocity vectors and particle diameters. The applied signal processing algorithms are typically based on event-detection and thus yield an increased data rate in comparison to the AWCC approach. In this work, we compare two signal processing algorithms for multi-sensor intrusive phase-detection probes and evaluate their applicability for measurements of two-phase flow properties in highly turbulent free-surface flows. A dual-tip intrusive phase-detection probe in combination with the AWCC technique serves as a benchmark. To this end, we use synthetically generated particle velocity time series, which are obtained by modeling bubble trajectories based on synthetic stochastic velocity fields. This approach is advantageous over experimentally obtained signals in that the true instantaneous velocities and particle shapes are known, allowing for a direct comparison of the signal processing algorithms. Furthermore, we discuss the limitations of the considered signal processing algorithms and highlight future research opportunities.
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Publication status
published
Book title
Proceedings 39th IAHR World Congress
Journal / series
Volume
Pages / Article No.
5094 - 5103
Publisher
International Association for Hydro-Environment Engineering and Research
Event
39th IAHR World Congress: From Snow to Sea
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Methods
Software
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Date created
Subject
Air-water flows; Signal processing; Two-phase flow turbulence; Conductivity probe
Organisational unit
03820 - Boes, Robert / Boes, Robert
02611 - V. Wasserbau, Hydrologie u. Glaziologie / Lab. Hydraulics,Hydrology,Glaciology
Notes
Funding
197208 - SAFAIR – Safe design of hydraulic structures for high energy air-water flows (SNF)