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MultiHole Probe Calibration Code

Background

A 5 hole probe can measure flow direction in the pitch and yaw directions along with the total pressure and mach number - 5 Data points are used to predict 4.

5Probe

NASA has a page describing how they calibrate probes.

5 Hole Probe

NASA either does their own calibration or when purchasing a probe from a manufacturer, the manufacturer provides the calibration. This code release demonstrates how to apply our machine learning strategy to train on the calibration data. AND how to use the model to predict the flow angles (Pitch, Yaw), Mach, and Cpt or ratio of total to static pressures.

Publication

Mirhashemi, A., Juangphanich, P., & Miki, K. (2024, June). Application of Machine Learning Techniques in Calibration and Data Reduction of Multi-Hole Probes. In Turbo Expo: Power for Land, Sea, and Air (Vol. 87967, p. V004T05A044). American Society of Mechanical Engineers. Paper

Tutorials

NASA 5 Hole Probe

Aerodyne 5 Probe

NOTE: The aerodyne probe example shows how to calibrate all the probes if data is specified ina folder. Example: 16328-1, 16328-2, 16071-1. The 16328 and 16071 are probe model numbers. The -1, -2, ... -whatever is the probe number. So 16328-1 is a specific probe and the folder name contains all the calibration data for it.

License

NASA Open Source Agreement

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