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Seguel Suazo K, Dobbeleers T, Dries J. Bacterial community and filamentous population of industrial wastewater treatment plants in Belgium. Appl Microbiol Biotechnol 2024; 108:43. [PMID: 38180550 DOI: 10.1007/s00253-023-12822-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 10/27/2023] [Accepted: 11/23/2023] [Indexed: 01/06/2024]
Abstract
The discharge of industrial water requires the removal of its pollutants, where biological wastewater treatment plants (WWTPs) are the most used systems. Biological WWTPs make use of activated sludge (AS), where bacteria are responsible for the removal of pollutants. However, our knowledge of the microbial communities of industrial plants is limited. Understanding the microbial population is essential to provide solutions to industrial problems such as bulking. The aim of this study was to identify at a high taxonomic resolution the bacterial population of 29 industrial WWTPs using 16S rRNA amplicon sequencing. Our results revealed that the main functional groups were dominated by Thauera and Zoogloea within denitrifiers, Dechloromonas in phosphate-accumulating organisms, and Defluviicoccus in glycogen-accumulating organisms. The activated sludge characterization indicated that 59% of the industrial plants suffered from bulking sludge, with DSVI values of up to 448 mL g-1. From the bulking cases, 72% corresponded to filamentous bulking with Thiothrix as the most abundant filament; meanwhile, the other 28% corresponded to viscous bulking sludge in which Zoogloea was the most abundant genus. Furthermore, the bacterial population did not share a core of taxa across all industrial plants. However, 20 genera were present in at least 50% of the plants comprising the general core, including Thauera, Ca. Competibacter, and several undescribed microorganisms. Moreover, statistical analysis revealed that wastewater salinity strongly affected the microbial richness of the industrial plants. The bacterial population across industrial plants differed considerably from each other, resulting in unique microbial communities that are attributed to the specificity of their wastewaters. KEY POINTS: • The general core taxa of industrial plants were mostly made up of undescribed bacterial genera. • Filamentous bacteria constituted on average 4.1% read abundance of the industrial WWTPs. • Viscous bulking remains a significant type of bulking within industrial WWTPs.
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Affiliation(s)
- Karina Seguel Suazo
- Biochemical Wastewater Valorization and Engineering (BioWAVE), Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, 2020, Antwerpen, Belgium
| | - Thomas Dobbeleers
- Biochemical Wastewater Valorization and Engineering (BioWAVE), Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, 2020, Antwerpen, Belgium
| | - Jan Dries
- Biochemical Wastewater Valorization and Engineering (BioWAVE), Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, 2020, Antwerpen, Belgium.
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Omoregie AI, Alhassan M, Basri HF, Muda K, Campos LC, Ojuri OO, Ouahbi T. Bibliometric analysis of research trends in biogranulation technology for wastewater treatment. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:50098-50125. [PMID: 39102140 DOI: 10.1007/s11356-024-34550-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 07/24/2024] [Indexed: 08/06/2024]
Abstract
Inadequate management and treatment of wastewater pose significant threats, including environmental pollution, degradation of water quality, depletion of global water resources, and detrimental effects on human well-being. Biogranulation technology has gained increasing traction for treating both domestic and industrial wastewater, garnering interest from researchers and industrial stakeholders alike. However, the literature lacks comprehensive bibliometric analyses that examine and illuminate research hotspots and trends in this field. This study aims to elucidate the global research trajectory of scientific output in biogranulation technology from 1992 to 2022. Utilizing data from the Scopus database, we conducted an extensive analysis, employing VOSviewer and the R-studio package to visualize and map connections and collaborations among authors, countries, and keywords. Our analysis revealed a total of 1703 journal articles published in English. Notably, China emerged as the leading country, Jin Rencun as the foremost author, Bioresource Technology as the dominant journal, and Environmental Science as the prominent subject area, with the Harbin Institute of Technology leading in institutional contributions. The most prominent author keyword identified through VOSviewer analysis was "aerobic granular sludge," with "sequencing batch reactor" emerging as the dominant research term. Furthermore, our examination using R Studio highlighted "wastewater treatment" and "sewage" as notable research terms within the field. These findings underscore a diverse research landscape encompassing fundamental aspects of granule formation, reactor design, and practical applications. This study offers valuable insights into biogranulation potential for efficient wastewater treatment and environmental remediation, contributing to a sustainable and cleaner future.
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Affiliation(s)
- Armstrong Ighodalo Omoregie
- Centre for Borneo Regionalism and Conservation, School of Built Environment, University of Technology Sarawak, No. 1 Jalan University, 96000, Sibu, Sarawak, Malaysia.
| | - Mansur Alhassan
- Center of Hydrogen Energy, Institute of Future Energy, Faculty of Chemical and Energy Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Hazlami Fikri Basri
- Department of Water and Environmental Engineering, Faculty of Civil Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Khalida Muda
- Department of Water and Environmental Engineering, Faculty of Civil Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia
| | - Luiza C Campos
- Department of Civil, Environmental & Geomatic Engineering, Faculty of Engineering Science, University College of London, Gower Street, London, WC1E 6BT, UK
| | - Oluwapelumi Olumide Ojuri
- Built Environment and Sustainable Technologies, Research Institute, Liverpool John Moores University, Liverpool, L3 3AF, UK
| | - Tariq Ouahbi
- LOMC, UMR CNRS 6294, Université Le Havre Normandie, Normandie Université, 53 Rue de Prony, 76058, Le Havre Cedex, France
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Tsertou E, Caluwé M, Goettert D, Goossens K, Seguel Suazo K, Vanherck C, Dries J. Impact of low and high temperatures on aerobic granular sludge treatment of industrial wastewater. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2024; 89:548-561. [PMID: 38358488 PMCID: wst_2024_024 DOI: 10.2166/wst.2024.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
Abstract
The goal of this study was to unravel the impact of high and low temperatures (T) on glycogen-accumulating microorganisms (GAOs) which were stimulated in an aerobic granular sludge plant fed with industrial wastewater, which is derived from the cleaning of trucks transporting chocolate and beer. Among GAOs, Candidatus Competibacter (Ca. Competibacter) was the most abundant. The long-term impact on (1) anaerobic dissolved organic carbon (DOC) uptake, (2) sludge morphology, and (3) microbial community composition was investigated. In addition, the short-term impact of T changes on the anaerobic uptake rate was evaluated. High T (above 38 °C) and low T (below 11 °C) had a negative impact on the relative read abundance of Ca. Competibacter and the anaerobic DOC uptake. Nevertheless, the carbon removal efficiency and the settleability of the biomass were not affected. Denitrifiers such as Thauera and Zoogloea were promoted over Ca. Competibacter under high T and low T, respectively, indicating their positive contribution to granulation maintenance.
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Affiliation(s)
- Eirini Tsertou
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium E-mail:
| | - Michel Caluwé
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium
| | - Dorothee Goettert
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium
| | - Koen Goossens
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium
| | - Karina Seguel Suazo
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium
| | - Catharina Vanherck
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium
| | - Jan Dries
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp, Belgium
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De Vleeschauwer F, Dries J. Full dynamic control of dairy wastewater treatment by aerobic granular sludge using electric conductivity and oxygen uptake rate. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2023; 88:2707-2718. [PMID: 38096063 PMCID: wst_2023_361 DOI: 10.2166/wst.2023.361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
The objective of the current study was to determine the applicability of a sensor-based dynamic control strategy for the treatment of real variable dairy wastewater by aerobic granular sludge (AGS) performing enhanced biological phosphorus removal (EBPR). Two parallel sequencing batch reactors (SBRs) were set up that used only an anaerobic feast/aerobic famine microbial selection strategy to successfully obtain sludge granulation. SBR-STA used a fixed cycle length, while the duration of the reaction steps in SBR-DYN was variable. The control strategy was based solely on (derived) signals from low-cost and common sensors. The profile of the electric conductivity during the anaerobic reaction step was related to the microbial release of phosphate (PO4-P) and the associated uptake of dissolved organic carbon (DOC) by polyphosphate-accumulating organisms (PAOs). Control of the aerobic reaction step was based on the oxygen uptake rate (OUR). This resulted in a dynamic reactor operation with significant efficiency gains, such as 32% shorter cycle times and 42% higher sludge loading rates without impairing the effluent quality. These results extend the existing potential of indirect control strategies to full biological nutrient removal processes, which may be of great assistance to the operators and designers of industrial installations.
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Affiliation(s)
- Flinn De Vleeschauwer
- Research Group BioWAVE, Biochemical Wastewater Valorisation and Engineering, Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium E-mail:
| | - Jan Dries
- Research Group BioWAVE, Biochemical Wastewater Valorisation and Engineering, Faculty of Applied Engineering, University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium
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Tsertou E, Caluwé M, Goossens K, Seguel Suazo K, Dries J. Performance of an aerobic granular sludge membrane filtration in a full-scale industrial plant. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2023; 87:3002-3016. [PMID: 37387426 PMCID: wst_2023_176 DOI: 10.2166/wst.2023.176] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/01/2023]
Abstract
This study quantifies the hydraulic performance of a pilot-scale ultrafiltration system integrated into a full-scale industrial aerobic granular sludge (AGS) plant. The treatment plant consisted of parallel AGS reactors, Bio1 and Bio2, with similar initial granular sludge properties. During the 3-month filtration test, a chemical oxygen demand (COD) overloading episode took place, affecting the settling properties, morphology, and microbial community composition in both reactors. The impact on Bio2 was more severe than on Bio1, with higher maximal sludge volume index values, a complete loss of granulation, and the excessive appearance of filamentous bacteria extending from the flocs. The membrane filtration properties of both sludges, with these different sludge qualities, were compared. The permeability in Bio1 varied between 190.8 ± 23.3 and 158.9 ± 19.2 L·m-2·h-1·bar-1, which was 50% higher than in Bio2 (89.9 ± 5.8 L·m-2·h-1·bar-1). A lab-scale filtration experiment using a flux-step protocol showed a lower fouling rate for Bio1 in comparison with Bio2. The membrane resistance due to pore blocking was three times higher in Bio2 than in Bio1. This study shows the positive impact of granular biomass on the long-term membrane filtration properties and stresses the importance of granular sludge stability during reactor operation.
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Affiliation(s)
- Eirini Tsertou
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan, 171, Antwerp 2020, Belgium E-mail:
| | - Michel Caluwé
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan, 171, Antwerp 2020, Belgium
| | - Koen Goossens
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan, 171, Antwerp 2020, Belgium
| | - Karina Seguel Suazo
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan, 171, Antwerp 2020, Belgium
| | - Jan Dries
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan, 171, Antwerp 2020, Belgium
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Poelmans S, Dockx L, Seguel Suazo K, Goettert D, Dries J. Implementation of an anaerobic selector step for the densification of activated sludge treating high-salinity petrochemical wastewater. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2023; 87:823-833. [PMID: 36853764 DOI: 10.2166/wst.2023.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Sludge bulking is a common challenge in industrial biological wastewater treatment. Leading to difficulties such as bad sludge settling and washout, which is a problem also encountered in the petrochemical industry. Anaerobic feeding strategies can be used to induce the growth of storage-capable organisms, such as glycogen-accumulating organisms (GAO), leading to denser sludge flocs and better settling. In this study, the implementation of an anaerobic feeding strategy was investigated for high-salinity petrochemical wastewater (±35 g salts·L-1), using a sequencing batch reactor. Influent, effluent and sludge characteristics were analyzed throughout the operational period, which can be divided into three stages: I (normal operation), II (increased influent volume) and III (longer anaerobic mixing). Good effluent quality was observed during all stages with effluent chemical oxygen demand (COD) < 100 mgO2·L-1 and removal efficiencies of 95%. After 140 days, the sludge volume index decreased below 100 mL·g-1 reaching the threshold of good settling sludge. Sludge morphology clearly improved, with dense sludge flocs and less filaments being present. A maximum anaerobic dissolved oxygen carbon (DOC) uptake was achieved on day 80 with 74% during stage III. 16S rRNA amplicon sequencing showed the presence of GAOs, with increasing relative read abundance over time from 1 to 3.5%.
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Affiliation(s)
- Sven Poelmans
- Faculty of Applied Engineering, Research Group Biochemical Wastewater Valorization and Engineering (BioWAVE), University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium E-mail:
| | - Lennert Dockx
- Faculty of Applied Engineering, Research Group Biochemical Wastewater Valorization and Engineering (BioWAVE), University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium E-mail:
| | - Karina Seguel Suazo
- Faculty of Applied Engineering, Research Group Biochemical Wastewater Valorization and Engineering (BioWAVE), University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium E-mail:
| | - Dorothee Goettert
- Faculty of Applied Engineering, Research Group Biochemical Wastewater Valorization and Engineering (BioWAVE), University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium E-mail:
| | - Jan Dries
- Faculty of Applied Engineering, Research Group Biochemical Wastewater Valorization and Engineering (BioWAVE), University of Antwerp, Groenenborgerlaan 171, Antwerp 2020, Belgium E-mail:
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Tsertou E, Caluwé M, Goossens K, Dobbeleers T, Dockx L, Poelmans S, Suazo KS, Dries J. Is building up substrate during anaerobic feeding necessary for granulation? WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2022; 86:763-776. [PMID: 36038975 DOI: 10.2166/wst.2022.236] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
For a successful granulation process in activated sludge systems, the stimulation of slow growing organisms such as glycogen accumulating microorganisms (GAOs) is a key factor. Here we show that the introduction of an anaerobic feast followed by an aerobic famine phase successfully transforms bulking sludge, caused by the abundance of genus Kouleothrix, to a hybrid floccular-granular sludge. Two sequencing batch reactors (SBRs) were operated for 228 days treating the same industrial wastewater derived from the cleaning of trucks transporting liquid food (the cargo consists of approximately 70% chocolate and 30% beer). By respectively applying a fast and slow feeding in two parallel SBRs, different degrees of substrate build-up were achieved in the two reactors during the feast phase. The F/M ratio over the feeding time was 1.41 ± 0.48 and 0.57 ± 0.16 kg COD·(kg VSS*d)-1 for the fast-fed and the slow-fed SBR respectively. Our results demonstrate that substrate build-up during the anaerobic selection step is not necessary to obtain well-settling granular-like sludge.
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Affiliation(s)
- Eirini Tsertou
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Michel Caluwé
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Koen Goossens
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Thomas Dobbeleers
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Lennert Dockx
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Sven Poelmans
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Karina Seguel Suazo
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
| | - Jan Dries
- Research Group BioWAVE, Biochemical Wastewater Valorization & Engineering, Faculty of Applied Engineering, University of Antwerp, Campus Groenenborger, Groenenborgerlaan 171-2020, Antwerp E-mail:
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