TY - JOUR
T1 - Monitoring the stability of aerobic granular sludge using fractal dimension analysis
AU - Pavissich, Juan Pablo
AU - Camus, Nicolás
AU - Campos, José Luis
AU - Franchi, Óscar
AU - Pedrouso, Alba
AU - Carrera, Paula
AU - Val Del Rio, Ángeles
AU - Mosquera-Corral, Anuska
N1 - Publisher Copyright:
© 2021 The Royal Society of Chemistry.
PY - 2021/4
Y1 - 2021/4
N2 - Cyclic episodes of granules formation and disintegration took place in two lab-scale aerobic granular sludge sequencing batch reactors, one fed with synthetic wastewater (COD: 0.6 g L-1 and NH4+-N: 0.06 g L-1) and operated at a constant organic loading rate (2.5 g COD per L d), and the other fed with real wastewater (soluble COD: 0.27-1.37 and NH4+-N: 0.02-0.16 g L-1) and with a variable loading rate (between 1.1 and 5.5 g CODsoluble per L d). The sludge volume index, density and diameter (mean value and relative standard deviation) of the granular biomass showed great fluctuations, without any clear tendency during the operational period. However, changes in granules fractal dimension values (both mean and relative standard deviation) matched with the formation and disintegration dynamics of the granular biomass. Statistical data analysis showed that the relative standard deviation of the granules fractal dimension could be a useful parameter for monitoring the granules status. Indeed, an increase of its value during the maturation or steady-state granulation stages is an early warning of disintegration episodes. A control strategy to maintain granules integrity based on this parameter is proposed.
AB - Cyclic episodes of granules formation and disintegration took place in two lab-scale aerobic granular sludge sequencing batch reactors, one fed with synthetic wastewater (COD: 0.6 g L-1 and NH4+-N: 0.06 g L-1) and operated at a constant organic loading rate (2.5 g COD per L d), and the other fed with real wastewater (soluble COD: 0.27-1.37 and NH4+-N: 0.02-0.16 g L-1) and with a variable loading rate (between 1.1 and 5.5 g CODsoluble per L d). The sludge volume index, density and diameter (mean value and relative standard deviation) of the granular biomass showed great fluctuations, without any clear tendency during the operational period. However, changes in granules fractal dimension values (both mean and relative standard deviation) matched with the formation and disintegration dynamics of the granular biomass. Statistical data analysis showed that the relative standard deviation of the granules fractal dimension could be a useful parameter for monitoring the granules status. Indeed, an increase of its value during the maturation or steady-state granulation stages is an early warning of disintegration episodes. A control strategy to maintain granules integrity based on this parameter is proposed.
UR - http://www.scopus.com/inward/record.url?scp=85103944779&partnerID=8YFLogxK
U2 - 10.1039/d1ew00015b
DO - 10.1039/d1ew00015b
M3 - Article
AN - SCOPUS:85103944779
SN - 2053-1400
VL - 7
SP - 706
EP - 713
JO - Environmental Science: Water Research and Technology
JF - Environmental Science: Water Research and Technology
IS - 4
ER -