@ARTICLE{Nocoń_Witold_Automatic_2021,
 author={Nocoń, Witold and Pośpiech, Jakub and Kopciński, Jacek},
 volume={69},
 number={No. 1},
 journal={Bulletin of the Polish Academy of Sciences Technical Sciences},
 pages={e136187},
 howpublished={online},
 year={2021},
 abstract={A new method for measurement of sludge blanket height (SBH) based on image analysis is presented. The proposed method uses a histogram back-projection algorithm to distinguish between the settling sludge and supernatant and can be used with sludge possessing different coloring characteristics both in the sludge color and the color of supernatant produced. Individual pixels in the acquired image are compared with a histogram of a representative sludge region. Therefore, the proposed method relies neither on the assumed shape of light intensity profile nor on the dominant sludge or supernatant color. Batch sedimentation tests are presented for different initial sludge concentrations and different background colors to simulate different sludge characteristics. Parameters of a settling velocity function are estimated based on the obtained results. Additionally, an algorithm is proposed that enables the zone settling velocity (ZSV) to be estimated before the batch sedimentation test is completed.},
 type={Article},
 title={Automatic batch sedimentation test based on histogram back-projection image analysis},
 URL={http://journals.pan.pl/Content/119077/PDF/29_01580_Bpast.No.69(1)_17.01.21_K1_A.pdf},
 doi={10.24425/bpasts.2021.136187},
 keywords={batch sedumentation test, activated sludge, image analysis, control of recycle in WWTPs},
}