Title :
Multi-target tracking-based detection of floc settling velocity
Author :
Minggang, Lu ; Yi, Sun ; Liang, Tang
Author_Institution :
Dept. of Sch. of Mechatron. Eng. & Autom., Univ. of Shanghai, Shanghai, China
Abstract :
In the automatic control of coagulant dosage in water plant, the final control performance mainly depends on the chosen of control parameters. In this paper, a multi-target tracking-based detection system for floc settling velocity is proposed. The system collects floc dynamic change images online by using an underwater image sensor, and transmits the images to computer image processing system. Therefore the flocs characteristics and their settling velocities will be calculated through image processing and multi-target tracking. Finally, extraction and analysis of floc feature characteristics can be achieved. The system uses Kalman filter and multiple hypothesis tracking (MHT) algorithms to calculate the flocs settling velocities. Weighted average floc settling velocity can be calculated by weighted mathematical statistics. Experimental results show that using of detection system can reflect the floc sedimentation status underwater, and average floc settling velocity is within 0.08 ~ 0.140 mm/s. This system provides an effective control parameter, floc settling velocity, for the automatic control of coagulant dosage.
Keywords :
Kalman filters; feature extraction; flocculation; image processing; image sensors; industrial plants; optical tracking; production engineering computing; sedimentation; water treatment; Kalman filter; MHT algorithms; feature extraction; floc settling velocity; floe sedimentation status; image collection; images processing system; multiple hypothesis tracking algorithms; multitarget tracking detection system; underwater image sensor; water plant control; Algorithm design and analysis; Educational institutions; Prediction algorithms; Target tracking; Testing; Water pollution; controlled parameters; flocculation detection; image processing; machine vision; multi-target tracking; speed of sit; water treatment;
Conference_Titel :
Electronic Measurement & Instruments (ICEMI), 2011 10th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8158-3
DOI :
10.1109/ICEMI.2011.6037950