dc.description.abstract |
Accurate speed measurement and running records are integral to ensure safety and periodic
maintenance of vehicles. This paper presents a novel structure of a solid rotary inverter (DAC)
sensor for linear speed measurement of vehicles by eliminating reliance on magnets, coils,
armatures, and toothed rings. The electromechanical sensor is exited through the vehicle’s DC
power from the battery and utilizes a specially designed solid rotary part that is rotated
mechanically by the wheel, enabling conversion of the DC into three-phase AC. The frequency
of the produced AC voltage is proportional to the rotation speed. The three-phase alternating
voltage is then used to run an analog speedometer gauge (a three-phase AC motor) to display
the linear speed. The study determines stability analysis and response assessment by modeling
a novel electromechanical rotational system and then evaluating its optimal design parameters.
Real-time output voltage data from the sensor is acquired using a Rohde & Schwarz RTM 2034
oscilloscope and processed in MATLAB R2022b for frequency analysis. Experimental tests
are conducted in a laboratory setting, varying the rotational speed sweep of the sensor from
150 to 450 RPM and translating the results into linear speed. A machine learning regression
technique is applied to features such as shaft rotational speed, angular velocity, frequency, and
period with linear speed. The obtained results reveal a total harmonic distortion (THD) value
of -28.9778 dB (3.557%), meeting the criteria outlined in the IEEE 519-2014 "Recommended
Practice and Requirements for Harmonic Control in Electric Power Systems". |
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