DocumentCode
3153529
Title
Improvement of accuracy for continuous mass measurement in checkweighers with an adaptive notch filter
Author
Umemoto, Toshitaka ; Sasamoto, Yuki ; Adachi, Motoyuki ; Kagawa, Youitirou
Author_Institution
Osaka Prefecture Coll. of Technol., Neyagawa
fYear
2008
fDate
20-22 Aug. 2008
Firstpage
1031
Lastpage
1035
Abstract
With increased automation in the manufacturing industry, the demand for a quick and accurate mass measurement system is growing. Currently, the active belt conveyer is demanded by many enterprises. However, three mechanical noises, a peculiar frequency, a frequency of motor, a frequency of Belt pulley, are included in the observation signal from the active belt conveyer. Therefore, we have to remove those noises for the accuracy. In the current mass measurement system, the moving method is applied to remove those noises. However, it is inadequate only in the moving average method for more quick and accurate measurement. Therefore, we propose a frequency analysis method using the complex LMS algorithm. In this method, oscillation elements included in observation signals is converged every analysis frequency. Since time to converge depends on the constant value called the step size parameter, even in case of few obtained signals noises are removed and the accuracy seems to improve. In this study, the utility of the method is experimentally verified.
Keywords
adaptive filters; belts; conveyors; least mean squares methods; manufacturing industries; mass measurement; notch filters; active belt conveyer; adaptive notch filter; belt pulley noise; checkweighers; continuous mass measurement; least mean square method; manufacturing industry; motor noise; spectrum analysis; step size parameter; vibration analysis; Active noise reduction; Adaptive filters; Algorithm design and analysis; Belts; Current measurement; Frequency; Manufacturing automation; Manufacturing industries; Noise measurement; Pulleys; Measurement; Method of Vibration Analysis; Spectrum Analysis; Transient Response;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference, 2008
Conference_Location
Tokyo
Print_ISBN
978-4-907764-30-2
Electronic_ISBN
978-4-907764-29-6
Type
conf
DOI
10.1109/SICE.2008.4654807
Filename
4654807
Link To Document