TY - GEN
T1 - Online high-precision vision measurement method for large-size gear parameters
AU - Wan, Fuchun
AU - Luo, Huifu
AU - Liu, Junliang
N1 - Publisher Copyright:
© 2019 Association for Computing Machinery.
PY - 2019/8/4
Y1 - 2019/8/4
N2 - Gear is not only the power transmission system parts of vehicles, machine tools, motorcycles and aircraft, but also the key parts of ship propeller, mining machinery, steel rolling equipment and other machines. Parameter measurement is an important step to ensure gear quality in production, but traditional three coordinate measuring machine(CMM) cannot meet the requirement of real-Time online measurement. In this paper, a measuring method of large-size spur gear with high resolution line-scan camera and high precision rotary table is proposed, which can make up the deficiency of small field of view and low precision of the area CCD camera and realize the online precise measurement of large-size gear. The core of this method includes three steps. Firstly, we present a calibration method of line-scan camera to rotary table. Secondly, we present an optimized robust regression algorithm for circle fitting. Finally, we present an algorithm to extract the subpixel tooth profile of noisy gear image. This method can measure the inner diameter, addendum circle diameter, root diameter, roundness, concentricity, circular run-out, common normal, thickness, flatness, chamfer and burr of gear. The experimental results show that the measurement period of this method is 7 seconds, the repetition accuracy of main parameters is 0.002mm, and the measurement accuracy is 0.02mm. Both precision and speed meet the requirements of online measurement in large-size spur gear production.
AB - Gear is not only the power transmission system parts of vehicles, machine tools, motorcycles and aircraft, but also the key parts of ship propeller, mining machinery, steel rolling equipment and other machines. Parameter measurement is an important step to ensure gear quality in production, but traditional three coordinate measuring machine(CMM) cannot meet the requirement of real-Time online measurement. In this paper, a measuring method of large-size spur gear with high resolution line-scan camera and high precision rotary table is proposed, which can make up the deficiency of small field of view and low precision of the area CCD camera and realize the online precise measurement of large-size gear. The core of this method includes three steps. Firstly, we present a calibration method of line-scan camera to rotary table. Secondly, we present an optimized robust regression algorithm for circle fitting. Finally, we present an algorithm to extract the subpixel tooth profile of noisy gear image. This method can measure the inner diameter, addendum circle diameter, root diameter, roundness, concentricity, circular run-out, common normal, thickness, flatness, chamfer and burr of gear. The experimental results show that the measurement period of this method is 7 seconds, the repetition accuracy of main parameters is 0.002mm, and the measurement accuracy is 0.02mm. Both precision and speed meet the requirements of online measurement in large-size spur gear production.
KW - Camera calibration
KW - Large size
KW - Online measurement
KW - Robust regression
KW - Subpixel edge
UR - http://www.scopus.com/inward/record.url?scp=85117540307&partnerID=8YFLogxK
U2 - 10.1145/3378891.3378895
DO - 10.1145/3378891.3378895
M3 - Conference contribution
AN - SCOPUS:85117540307
T3 - ACM International Conference Proceeding Series
BT - ICRSA 2019 - 2nd International Conference on Robot Systems and Applications
PB - Association for Computing Machinery
T2 - 2nd International Conference on Robot Systems and Applications, ICRSA 2019
Y2 - 4 August 2019 through 7 August 2019
ER -