TY - GEN
T1 - Instantaneous Rotational Speed Measurement of Wind Turbine Blades using a Marker-Tracking Method
AU - Liao, Yi Hsiang
AU - Wang, Lijuan
AU - Yan, Yong
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Rotational speed of wind turbine blades is an important parameter reflecting the operating and structural health conditions of wind turbines. Traditionally, the rotor speed is measured using inertial measuring units (IMUs). The biggest issue with IMUs is that the measurements drift over time and require constant calibration. This paper presents a direct way of measuring the instantaneous rotational speed of wind turbine blades using a camera and a marker-tracking method. The proposed measurement method is assessed by conducting a series of simulation experiments under different conditions - fixed speed, stepped varying speed, and linear varying speed. Results demonstrate that when using a camera with a frame rate of 30 fps (frames per second), the marker-tracking method yields a relative error within ±0.5% at the speed between 5 to 30 rpm (revolutions per minute). Compared to the image-correlation method, the marker-tracking method provides better results in terms of accuracy and reaction time, especially under varying speed conditions.
AB - Rotational speed of wind turbine blades is an important parameter reflecting the operating and structural health conditions of wind turbines. Traditionally, the rotor speed is measured using inertial measuring units (IMUs). The biggest issue with IMUs is that the measurements drift over time and require constant calibration. This paper presents a direct way of measuring the instantaneous rotational speed of wind turbine blades using a camera and a marker-tracking method. The proposed measurement method is assessed by conducting a series of simulation experiments under different conditions - fixed speed, stepped varying speed, and linear varying speed. Results demonstrate that when using a camera with a frame rate of 30 fps (frames per second), the marker-tracking method yields a relative error within ±0.5% at the speed between 5 to 30 rpm (revolutions per minute). Compared to the image-correlation method, the marker-tracking method provides better results in terms of accuracy and reaction time, especially under varying speed conditions.
KW - image correlation
KW - instantaneous speed measurement
KW - marker tracking
KW - rotational speed measurement
KW - wind turbine blade speed
UR - https://www.scopus.com/pages/publications/85134430949
U2 - 10.1109/I2MTC48687.2022.9806658
DO - 10.1109/I2MTC48687.2022.9806658
M3 - 会议稿件
AN - SCOPUS:85134430949
T3 - Conference Record - IEEE Instrumentation and Measurement Technology Conference
BT - I2MTC 2022 - IEEE International Instrumentation and Measurement Technology Conference
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2022
Y2 - 16 May 2022 through 19 May 2022
ER -