Tracing morphological characteristics of activated sludge flocs by using a digital microscope and their effects on sludge dewatering and settling

被引:10
作者
Nakaya, Yuki [1 ]
Jia, Jinming [1 ]
Satoh, Hisashi [1 ]
机构
[1] Hokkaido Univ, Fac Engn, Div Environm Engn, North 13,West 8, Sapporo 0608628, Japan
关键词
Activated sludge; extracellular polymeric substances; microscopic image; sludge volume index; time to filtration; WASTE-WATER TREATMENT; EXTRACELLULAR POLYMERIC SUBSTANCES; PHYSICOCHEMICAL PROPERTIES; FILAMENTOUS BULKING; IMAGE-ANALYSIS; DEWATERABILITY; SYSTEM; EPS; FLOCCULATION;
D O I
10.1080/09593330.2023.2240026
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In wastewater treatment by the activated sludge (AS) process, settleability and dewaterability of AS are key issues that are directly related to the treated water quality and sludge treatment costs. Several studies investigated the relationship between the shape of AS flocs and their settling/dewatering property. To quantify the floc morphology, it is imperative to attach a camera to a microscope or move the stage manually. Hence, labour and equipment costs may increase. In this study, by combining a digital microscope and an automatic stage, more than 100 magnified floc images were rapidly obtained from one AS sample dropped on a slide glass, and shape parameters were collectively calculated using an analysis software. During 1-year monitoring of four wastewater treatment plants in Sapporo City (Hokkaido, Japan), the morphological parameters and extracellular polymeric substances (EPS) quantity/quality of AS were analyzed on the basis of their correlation to the time to filtration (TTF) and sludge volume index (SVI), which are indicators for describing the dewatering and settling properties of AS, respectively. In one plant, larger, denser, and smoother flocs tended to contain less EPS and exhibited better sludge dewaterability. In another plant, larger, denser, and smoother flocs were considered to contribute to better settlement. Especially, an equivalent high-density floc diameter and the ratio of mixed liquor suspended solids (MLSS) concentration to the total floc area were commonly suggested to explain AS dewaterability and settleability.
引用
收藏
页码:4042 / 4052
页数:11
相关论文
共 39 条
[1]  
Baird R.B., 2017, STANDARD METHODS EXA, V23rd, DOI DOI 10.1016/0003-2697(90)90598-4
[2]   The influence of protruding filamentous bacteria on floc stability and solid-liquid separation in the activated sludge process [J].
Burger, Wilhelm ;
Krysiak-Baltyn, Konrad ;
Scales, Peter J. ;
Martin, Gregory J. O. ;
Stickland, Anthony D. ;
Gras, Sally L. .
WATER RESEARCH, 2017, 123 :578-585
[3]   Assessing activated sludge morphology and oxygen transfer performance using image analysis [J].
Campbell, Ken ;
Wang, Jianmin ;
Daniels, Margo .
CHEMOSPHERE, 2019, 223 :694-703
[4]   Effect of the mixed liquor parameters on sludge settling for a petrochemical activated sludge system including an aerobic selector [J].
Cardete, M. A. ;
Mata-Alvarez, J. ;
Dosta, J. ;
Nieto-Sanchez, R. .
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2018, 6 (01) :1062-1071
[5]   The role of carbohydrate and protein parts of extracellular polymeric substances on the dewaterability of biological sludges [J].
Cetin, S ;
Erdincler, A .
WATER SCIENCE AND TECHNOLOGY, 2004, 50 (09) :49-56
[6]   MIST: Accurate and Scalable Microscopy Image Stitching Tool with Stage Modeling and Error Minimization [J].
Chalfoun, Joe ;
Majurski, Michael ;
Blattner, Tim ;
Bhadriraju, Kiran ;
Keyrouz, Walid ;
Bajcsy, Peter ;
Brady, Mary .
SCIENTIFIC REPORTS, 2017, 7
[7]   Influence of single- and dual-flocculant conditioning on the geometric morphology and internal structure of activated sludge [J].
Chen, Qing ;
Wang, Yili .
POWDER TECHNOLOGY, 2015, 270 :1-9
[8]   Automated microscopy system for mosaic acquisition and processing [J].
Chow, S. K. ;
Hakozaki, H. ;
Price, D. L. ;
MacLean, N. A. B. ;
Deerinck, T. J. ;
Bouwer, J. C. ;
Martone, M. E. ;
Peltier, S. T. ;
Ellisman, M. H. .
JOURNAL OF MICROSCOPY, 2006, 222 :76-84
[9]   Dewatering in biological wastewater treatment: A review [J].
Christensen, Morten Lykkegaard ;
Keiding, Kristian ;
Nielsen, Per Halkjaer ;
Jorgensen, Mads Koustrup .
WATER RESEARCH, 2015, 82 :14-24
[10]   Decision tree for identification and prediction of filamentous bulking at full-scale activated sludge wastewater treatment plant [J].
Deepnarain, Nashia ;
Nasr, Mahmoud ;
Kumari, Sheena ;
Stenstrom, Thor A. ;
Reddy, Poovendhree ;
Pillay, Kriveshin ;
Bux, Faizal .
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2019, 126 :25-34