Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning

S Borzooei, L Scabini, G Miranda, S Daneshgar… - Journal of Water …, 2024 - Elsevier
Timely assessment and prediction of changes in microbial compositions leading to activated
sludge settling problems, such as filamentous bulking (FB), can reduce water resource …

Management strategy of granular sludge settleability in saline denitrification: Insights from machine learning

J Jeon, M Choi, S Park, H Bae - Chemical Engineering Journal, 2024 - Elsevier
The settleability of granular sludge is a crucial factor in maintaining an adequate amount of
granules in the wastewater treatment process (WWTP). However, Accurate measurement of …

[HTML][HTML] Monitoring biotechnological processes through quantitative image analysis: Application to 2-phenylethanol production by Yarrowia lipolytica

A Braga, DP Mesquita, A Cordeiro, I Belo… - Process …, 2023 - Elsevier
Quantitative image analysis (QIA) is a simple and automated tool for process monitoring that,
when combined with chemometric techniques, enables the association of changes in …

[HTML][HTML] Elucidating the role of organic loading rate on the performance and microbial dynamics of a novel continuous-flow aerobic granular sludge reactor

A Rosa-Masegosa, B Muñoz-Palazon… - Journal of Water …, 2024 - Elsevier
Aerobic granular sludge technology operated in continuous-flow reactors enables the
upgrading of existing conventional wastewater treatment plants. The viability of applying this …

Development of aerobic granular sludge for real industrial/municipal wastewater treatment

C Sanchez-Sanchez, E Moreno-Rodríguez… - Water Science & …, 2023 - iwaponline.com
The formation and evolution of aerobic granular sludge (AGS) developed in a sequential
batch reactor (SBR) were evaluated to understand the effect of influential operating …

Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning

S Borzooei, L Scabini, G Miranda, S Daneshgar… - arXiv preprint arXiv …, 2024 - arxiv.org
Microbial communities play a key role in biological wastewater treatment processes.
Activated sludge settling characteristics, for example, are affected by microbial community …

[HTML][HTML] Formulation of a protocol to evaluate the aerobic granulation potential (AGP) of an inoculum

DG Penagos, JR Victoria, MV Manrique - MethodsX, 2022 - Elsevier
This paper proposes and develops a protocol for measuring the aerobic granulation
potential of sludge, aiming to provide an affordable and simple alternative that can facilitate …

The role of extracellular polymeric substances during biodegradation of contaminants

ARB de Melo - 2023 - search.proquest.com
In this thesis, a sequencing batch reactor (SBR) inoculated with activated sludge (AS) was
operated initially in the absence of micropollutants, and later with ibuprofen (IBU) …

Assessing the influence of long-chain fatty acids on aerobic granular sludge stability in a sequencing batch reactor

SA Silva, MS Duarte, AL Amaral, EC Ferreira… - 2023 - repositorium.sdum.uminho.pt
The presence of long-chain fatty acids (LCFA) in biological wastewater treatment systems
can cause various operational issues. This study evaluated the effect of LCFA, at typical …