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18 pages, 3197 KB  
Article
Enhancing Anaerobic Digestion of Kitchen Waste via Functional Microbial Granular Sludge Addition
by Zugen Liu, Yuying Hu, Xin Wang and Ningxin Fu
Sustainability 2025, 17(24), 10956; https://doi.org/10.3390/su172410956 - 8 Dec 2025
Viewed by 351
Abstract
Given the sustainable increase in kitchen waste production, the treatment of organic waste is quite important for both alleviating environmental risks and recovering biomass energy. Anaerobic digestion (AD) could achieve the goals of both organic stabilization and the green energy production of biogas. [...] Read more.
Given the sustainable increase in kitchen waste production, the treatment of organic waste is quite important for both alleviating environmental risks and recovering biomass energy. Anaerobic digestion (AD) could achieve the goals of both organic stabilization and the green energy production of biogas. However, AD conducted at a high organic loading rate can easily suffer from low treatment efficiency due to the accumulation of volatile fatty acids and an imbalance in the microbial community. This study investigated the functional microbial enhancement strategy for enhancing AD performance. The results suggested that adding 10 g of granular sludge every 5 days could enhance AD efficiency. In that case, the daily average methane production rate was increased by 43.21% compared to that in the control group, and the pH and ammonia nitrogen concentration were maintained at the optimal level. Humic acid production was strengthened; it served as an electron shuttle, which facilitated direct interspecies electron transfer. Both Cloacimonadota and Methanobacterium were enriched in the system inoculated with the granular sludge. Metabolomics indicated that the acetyl–CoA conversion was strengthened, and that energy metabolism (complex I and archaeal ATPase) was also enhanced. The granular sludge inoculation also activated the archaeal genetic information processing system. This technology could promote the generation of green energy, which is more conducive to sustainable resource development. This study provides the theoretical basis for a microbial enhancement strategy that can enhance kitchen waste AD. Full article
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7 pages, 224 KB  
Proceeding Paper
Technology for Septage Treatment
by Kateřina Petrušková and Petr Hluštík
Eng. Proc. 2025, 116(1), 2; https://doi.org/10.3390/engproc2025116002 - 26 Nov 2025
Viewed by 360
Abstract
Septic wastewater, or septage, represents a specific type of wastewater with a high concentration of organic matter and significant variability in composition, which places increased demand on its treatment. With the increasing pressure for decentralized solutions for small areas with no established sewage [...] Read more.
Septic wastewater, or septage, represents a specific type of wastewater with a high concentration of organic matter and significant variability in composition, which places increased demand on its treatment. With the increasing pressure for decentralized solutions for small areas with no established sewage infrastructure, technologies that can ensure stable operation of the treatment plant are coming to the fore. This paper compares the technologies used for septic wastewater treatment, i.e., sequencing batch reactor (SBR), membrane bioreactor (MBR), and aerobic granular sludge reactor (AGS). For the AGS technology, a trial run of a selected wastewater collection plant is carried out. Full article
16 pages, 3378 KB  
Article
Impact of Tire Microplastics on Aerobic Granular Sludge Structure and EPS Composition Under Continuous and Intermittent Aeration
by Job Oliver Otieno, Zuzanna Maja Nowak, Katarzyna Parszuto and Agnieszka Cydzik-Kwiatkowska
Appl. Sci. 2025, 15(23), 12410; https://doi.org/10.3390/app152312410 - 22 Nov 2025
Viewed by 578
Abstract
Tire microplastics (TMPs) are a widespread pollutant with growing concern due to their diverse sources, persistence, and potential risks to the environment and human health. This study investigated the impact of TMPs (50–500 mg/L) on the sludge structure, activity, and extracellular polymeric substance [...] Read more.
Tire microplastics (TMPs) are a widespread pollutant with growing concern due to their diverse sources, persistence, and potential risks to the environment and human health. This study investigated the impact of TMPs (50–500 mg/L) on the sludge structure, activity, and extracellular polymeric substance (EPS) dynamics in granular sequencing batch reactors (GSBRs) under continuous aeration (CA) and intermittent aeration (IA) conditions. Increased TMP concentration reduced granule size and increased the specific surface area under CA, but under IA, it increased granule size and lowered specific surface area. Total EPS declined as TMP concentration increased in both aeration regimes, but the reduction was more pronounced under CA. Protein levels in the soluble EPS fraction were consistently higher during IA than CA across all GSBRs. Aeration regimes had contrasting effects on EPS polysaccharides, as TMP dose increased; polysaccharide content increased during IA and decreased during CA. During CA, TMP presence enhanced dehydrogenase activity to over five times that of the control, while during IA, activity remained stable despite TMP addition. Overall, biomass under IA showed greater tolerance to TMP stress than CA, as evidenced by enhanced granulation, stable dehydrogenase activity, and preserved EPS. Full article
(This article belongs to the Section Chemical and Molecular Sciences)
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18 pages, 2742 KB  
Article
Chemical and Bio-Based Coagulation Coupled with Adsorption: Advancing Leachate Treatment Chemistry
by Maroua Almi, Nadia Chekir, Leila Merabti, Djilali Tassalit, Naima Sahraoui, Soumeya Bouchareb, Khadidja Benkraouche, Wissam Yanina and Seif El Islam Lebouachera
Appl. Sci. 2025, 15(22), 11948; https://doi.org/10.3390/app152211948 - 10 Nov 2025
Viewed by 783
Abstract
Leachate from the Magtaa Kheira landfill exhibits complex physicochemical characteristics that restrict the efficacy of single-treatment processes. This study assessed a sustainable two-stage treatment strategy combining coagulation–flocculation and adsorption. During the initial stage of the study, both aluminum sulfate (AS) and a bio-based [...] Read more.
Leachate from the Magtaa Kheira landfill exhibits complex physicochemical characteristics that restrict the efficacy of single-treatment processes. This study assessed a sustainable two-stage treatment strategy combining coagulation–flocculation and adsorption. During the initial stage of the study, both aluminum sulfate (AS) and a bio-based coagulant derived from Moringa oleifera seeds (MOS) were evaluated for their effectiveness in the pretreatment of leachate. Box–Behnken Design combined with Response Surface Methodology was used to optimize the coagulation process using aluminum sulfate (AS). The highest removal efficiencies were 91% for turbidity and 85% for chemical oxygen demand (COD) removal, achieved at an AS concentration of 1.44 g·L−1 and an initial pH of 8. In parallel, the performance of MOS extract was investigated as an eco-friendly alternative to AS. An FTIR analysis revealed the presence of protein-associated hydroxyl (3288 cm−1) and carboxyl and amine groups (1647 cm−1), which are integral to destabilization via hydrogen bonding, while SEM confirmed a surface morphology conducive to effective floc formation. MOS demonstrated comparable turbidity removal to AS, significantly reducing both sludge generation and chemical consumption. Following the coagulation stage, treated leachates were passed through a granular activated carbon (GAC) column, enhancing overall COD removal to over 94% to reach acceptable discharge and reuse levels. The coagulation–adsorption sequence, incorporating both chemical and bio-based coagulants, provides an efficient and sustainable approach for the treatment of complex leachate, addressing both performance and environmental considerations. Full article
(This article belongs to the Special Issue Water Pollution and Wastewater Treatment Chemistry)
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11 pages, 784 KB  
Article
Quantitative Estimation of Low-Abundance Targets in Engineered Systems and Environmental Samples: Comparative Study Between Droplet Digital PCR and Real-Time PCR
by Alessia Ayala Alban, Barbara Tonanzi, Simona Crognale, Francesca Di Pippo and Simona Rossetti
Microorganisms 2025, 13(11), 2426; https://doi.org/10.3390/microorganisms13112426 - 23 Oct 2025
Viewed by 980
Abstract
Real-Time PCR (qPCR) is an extensively used biomolecular tool for the detection and quantification of nucleic acids for a variety of applications, spanning from clinical to environmental settings. However, qPCR relies on an external calibration curve and can be susceptible to inhibition caused [...] Read more.
Real-Time PCR (qPCR) is an extensively used biomolecular tool for the detection and quantification of nucleic acids for a variety of applications, spanning from clinical to environmental settings. However, qPCR relies on an external calibration curve and can be susceptible to inhibition caused by pollutants that are commonly found in environmental samples. More recently, droplet digital PCR (ddPCR) was proven to be the method of choice for detection and quantification when a target is present at a low abundance. While it has been extensively utilized in clinical studies, only a small amount of data is available for complex samples, which are often characterized by a low target concentration and high abundances of non-target and PCR inhibitors. In this study, ddPCR and qPCR assays were performed on the same DNA serial dilutions with both Eva/SYBR Green and TaqMan chemistry. The comparative analysis was conducted on seven different samples taken from environmental and engineered settings. Ammonia-oxidizing bacteria (AOB) were chosen as the target, as they are ubiquitous and widespread and responsible for a fundamental environmental process in the global biogeochemical nitrogen cycle and in engineered settings such as wastewater treatment plants (WWPTs). ddPCR produced precise, reproducible, and statistically significant results in all samples, also showing an increased sensitivity to detecting AOB in complex samples characterized by low levels of the target and low target/non-target ratios. Full article
(This article belongs to the Section Environmental Microbiology)
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16 pages, 2823 KB  
Article
Evaluation of End-of-Life Reverse Osmotic Membrane for High-Retention Anaerobic Membrane Bioreactor
by Oriol Morató Torras, Hiren D. Raval, Bianca Zappulla-Sabio, Ignasi Rodriguez-Roda, Hèctor Monclús and Gaetan Blandin
Membranes 2025, 15(11), 323; https://doi.org/10.3390/membranes15110323 - 22 Oct 2025
Viewed by 1404
Abstract
Following on from a circular economy in water, membrane technologies can play a role in resource recovery and high-quality water production but should also consider membrane industry circularity. Anaerobic membrane bioreactors (AnMBRs) are being used for advanced wastewater treatment, and their applications are [...] Read more.
Following on from a circular economy in water, membrane technologies can play a role in resource recovery and high-quality water production but should also consider membrane industry circularity. Anaerobic membrane bioreactors (AnMBRs) are being used for advanced wastewater treatment, and their applications are growing due to advantages like lower sludge volume, better permeate quality, and the generation of biogas. High-Rejection (HR) AnMBRs retain a higher fraction of dissolved and particulate components to further promote resource recovery and obtain improved effluent quality. With the development of membrane technologies, end-of-life (EOL) membrane recycling is emerging for various applications. The feasibility of transforming EOL Reverse Osmosis (RO) membranes into ultrafiltration (UF)- and nanofiltration (NF)-like membranes and applying these membranes to submerged HR-AnMBR applications was evaluated. A small pilot AnMBR with granular biomass was operated with EOL RO membranes converted to submerged UF- and NF-like membranes and compared to commercial microfiltration (MF) membranes. UF- and NF-like plates were constructed, characterized, and introduced step-by-step into the AnMBR by the substitution of MF plates. A chemical oxygen demand (COD) removal study showed that while 77% removal of COD was possible with MF membranes, improved COD removal (i.e., 81.40% and 88.39%) was achieved using UF-like and NF-like membranes, respectively. Because of the higher retention of salts of the NF-like membrane, the salinity in the membrane bioreactor increased from 1300 to 1680 µS·cm−1 but stabilized quickly and without a negative impact on system performance. Even without cleaning, minimal fouling and flux decline were observed for all tested configurations thanks to the use of granular biomass and low permeation flux. Permeate flux in the case of the NF-like membrane was slightly lower due to the required higher pressure. The present study demonstrated that the EOL-RO membranes may find applications in HR-AnMBRs to achieve superior permeate quality and move toward circular membrane processes. Full article
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16 pages, 3216 KB  
Article
Riboflavin-Functionalized Conductive Material Enhances a Pilot-Scaled Anaerobic Digester Fed with Cattle Manure Wastewater: Synergies on Methanogenesis and Methanosarcina barkeri Enrichment
by Guangdong Sun, Yiwei Zeng, Qingtao Deng, Jianyong Ma, He Dong, Haowen Zhang, Hao He, Haiyu Xu, Hongbin Wu and Yan Dang
Water 2025, 17(20), 2967; https://doi.org/10.3390/w17202967 - 15 Oct 2025
Cited by 1 | Viewed by 666
Abstract
Anaerobic digestion (AD) technology is universally acknowledged as the most economically viable and efficient approach for energy recovery from livestock manure. To validate the efficacy of riboflavin-functionalized carbon-based conductive materials (CCM-RF) in enhancing methane production at pilot scale, three pilot-scale upflow anaerobic sludge [...] Read more.
Anaerobic digestion (AD) technology is universally acknowledged as the most economically viable and efficient approach for energy recovery from livestock manure. To validate the efficacy of riboflavin-functionalized carbon-based conductive materials (CCM-RF) in enhancing methane production at pilot scale, three pilot-scale upflow anaerobic sludge blanket (UASB) reactors were constructed and separately supplemented with carbon cloth (CC), granular activated carbon (GAC), and a combination of CC and GAC. During reactor initialization, riboflavin and a concentrated inoculum of Methanosarcina barkeri (M. barkeri) were introduced to investigate the mechanistic role of CCM-RF in promoting direct interspecies electron transfer (DIET) and optimizing treatment efficiency during anaerobic digestion of cattle manure wastewater. The results showed that all reactors improved AD performance and maintained stable operation at the OLR of 15.66 ± 1.95 kg COD/(m3·d), with a maximum OLR of 20 kg COD/(m3·d) and the HRT as short as 5 days. Among the configurations, the CC reactor outperformed the others, achieving a methane volumetric yield of 6.42 m3/(m3·d), which represents an eight-fold increase compared to conventional AD systems. Microbial community analysis revealed that, although M. barkeri was initially inoculated in large quantities, Methanothrix—a methanogen with DIET capability—eventually became the dominant species. The enrichment of Methanothrix and the simultaneous enhancement in sludge conductivity collectively verified the mechanistic role of CCM-RF in promoting CO2-reductive methanogenesis through strengthened DIET pathways. Notably, M. barkeri showed progressive proliferation under conditions of high organic loading rates (OLR) and short hydraulic retention time (HRT). This phenomenon provides a critical theoretical basis for the development of future strategies aimed at the targeted enrichment of Methanosarcina-dominant microbial consortia. Full article
(This article belongs to the Special Issue The Innovations in Anaerobic Digestion Technology)
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24 pages, 3956 KB  
Article
Impact of Stepwise Salinity Elevation on Nitrogen Removal and Microbial Properties of Morphologically Distinct Anammox Sludge
by Keying Sun, Huining Zhang, Kefeng Zhang, Jianqing Ma, Zhengmin Pan and Shuting Zhang
Water 2025, 17(17), 2611; https://doi.org/10.3390/w17172611 - 3 Sep 2025
Cited by 1 | Viewed by 1527
Abstract
The anaerobic ammonium oxidation (anammox) process offers potential for saline wastewater treatment but is hindered by salt inhibition. This study investigates the salt tolerance mechanisms of granular (R1), biofilm-carrier (R2), and floccular (R3) sludge in up-flow anaerobic sludge blanket (UASB) reactors under 0–20 [...] Read more.
The anaerobic ammonium oxidation (anammox) process offers potential for saline wastewater treatment but is hindered by salt inhibition. This study investigates the salt tolerance mechanisms of granular (R1), biofilm-carrier (R2), and floccular (R3) sludge in up-flow anaerobic sludge blanket (UASB) reactors under 0–20 g/L NaCl. Granular sludge outperformed other biomass types, maintaining >90% ammonia nitrogen (NH4+-N) removal at 20 g/L NaCl due to structural stability and extracellular polymeric substances (EPS) adaptation (shift from hydrophobic proteins to polysaccharides). Microbial analysis revealed a transition from Planctomycetes/Proteobacteria to salt-tolerant Pseudomonadota, with Candidatus_Kuenenia replacing Candidatus_Brocadia as the dominant anaerobic ammonium oxidation bacteria (AnAOB) (reaching 14.5% abundance in R1). Genetic profiling demonstrated coordinated nitrogen metabolism: Hzs/Hdh inhibition (>85%) and NirBD/NrfAH activation (0.23%) elevated NH4+-N, while NarGIV/NapA decline (1.10%→0.58%) increased nitrate nitrogen (NO3-N). NxrB/NirSK maintained low nitrite nitrogen (NO2-N), and GltBD upregulation (0.43%) enhanced osmoregulation. These findings underscore the superior resilience of granular sludge under high salinity, linked to microbial community shifts and metabolic adaptations. This study provides critical insights for optimizing anammox processes in saline environments, emphasizing the importance of biomass morphology and microbial ecology in mitigating salt inhibition. Full article
(This article belongs to the Section Wastewater Treatment and Reuse)
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23 pages, 926 KB  
Review
Advances in the Application of Aerobic Granular Sludge for the Removal of Emerging Contaminants in Municipal and Industrial Wastewater
by Gobi Kanadasan, Choon Aun Ng, Vel Murugan Vadivelu and Mohammad J. K. Bashir
Molecules 2025, 30(17), 3522; https://doi.org/10.3390/molecules30173522 - 28 Aug 2025
Cited by 1 | Viewed by 2313
Abstract
Aerobic granules are dense three-dimensional microbial aggregates which are known for their excellent settling ability, high biomass retention, and simultaneous biological reaction due to their multilayered structure. All these features enable the aerobic granules to remove emerging contaminants, such as pharmaceutical and personal [...] Read more.
Aerobic granules are dense three-dimensional microbial aggregates which are known for their excellent settling ability, high biomass retention, and simultaneous biological reaction due to their multilayered structure. All these features enable the aerobic granules to remove emerging contaminants, such as pharmaceutical and personal care products (PPCPs), endocrine-disrupting compounds (EDCs), microplastics, and per- and polyfluoroalkyl substances (PFASs) in municipal and industrial wastewater. This review discusses the development and application of the aerobic granules, especially in a sequencing batch reactor (SBR) with a height over diameter (H/D) ratio of 5 to 10. The mechanisms of EC removal in aerobic granules and the removal efficiency of the ECs by aerobic granules were also scrutinized, with the reported removal efficiency ranging from 10–100% for PPCPs, 84–94% for EDCs, 74–95% for microplastics, and more than 85% for PFAs. In spite of the huge potential of aerobic granular technology, its large-scale implementation is hampered by operational and scaling challenges. Future research should focus on optimizing the operational parameters and overcoming the scale-up barrier to fully leverage the potential of aerobic granules in removing ECs. Full article
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16 pages, 1398 KB  
Article
Gas Substrate Effects on Hydrogenotrophic Biomethanation in Flocculent and Granular Sludge Systems
by Sıdıka Tuğçe Kalkan
Sustainability 2025, 17(17), 7667; https://doi.org/10.3390/su17177667 - 25 Aug 2025
Viewed by 1618
Abstract
The biotechnological conversion of CO2 to biomethane represents an energy-efficient, environmentally friendly, and sustainable approach within the waste-to-energy cycle. This process, in which CO2 and H2 are converted to biomethane in anaerobic bioreactors, is referred to as hydrogenotrophic biomethane production. [...] Read more.
The biotechnological conversion of CO2 to biomethane represents an energy-efficient, environmentally friendly, and sustainable approach within the waste-to-energy cycle. This process, in which CO2 and H2 are converted to biomethane in anaerobic bioreactors, is referred to as hydrogenotrophic biomethane production. While several studies have investigated hydrogenotrophic biomethane production, there is a lack of research comparing flocculent and granular sludge inoculum in continuously operated systems fed with a gas substrate. Both granular and flocculent sludge possess distinct advantages: granular sludge offers higher density, stronger microbial cohesion, and superior settling performance, whereas flocculent sludge provides faster substrate accessibility and more rapid initial microbial activity. In this study, two UASB (Upflow Anaerobic Sludge Blanket) reactors operated under mesophilic conditions were continuously fed with synthetic off-gas composed of pure H2 and CO2 in a 4:1 ratio and were compared in terms of microbial community shifts and their effects on hydrogenotrophic biomethane production. Biomethane production reached 75 ± 2% in the granular sludge reactor, significantly higher than the 64 ± 1.3% obtained with flocculent sludge. Although hydrogen consumption did not differ significantly, the granular sludge reactor exhibited higher CO2 removal efficiency. Microbial analyses further revealed that granular sludge was more effective in supporting methanogenic archaea under conditions of gas substrate feeding. These findings offer advantageous suggestions for improving biogas production, enhancing waste gas management, and advancing sustainable energy generation. Full article
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18 pages, 2275 KB  
Article
A Comparative Study of Biological and Ozonation Approaches for Conventional and Per- and Polyfluoroalkyl Substances Contaminant Removal from Landfill Leachate
by Sofiane El Barkaoui, Marco De Sanctis, Subhoshmita Mondal, Sapia Murgolo, Michele Pellegrino, Silvia Franz, Edoardo Slavik, Giuseppe Mascolo and Claudio Di Iaconi
Water 2025, 17(17), 2501; https://doi.org/10.3390/w17172501 - 22 Aug 2025
Cited by 1 | Viewed by 2308
Abstract
This study compared the effectiveness of the Sequencing Batch Biofilter Granular Reactor (SBBGR) plant with and without the integration of ozone (BIO-CHEM process) in the remediation of medium-aged landfill leachate. Special attention is given to the removal of per- and polyfluoroalkyl substances (PFAS) [...] Read more.
This study compared the effectiveness of the Sequencing Batch Biofilter Granular Reactor (SBBGR) plant with and without the integration of ozone (BIO-CHEM process) in the remediation of medium-aged landfill leachate. Special attention is given to the removal of per- and polyfluoroalkyl substances (PFAS) as a group of bioaccumulative and persistent pollutants. The findings highlight the high SBBGR performance under biological process only for key wastewater contaminants, with 82% for chemical oxygen demand (COD), 86% for total nitrogen, and 98% for ammonia. Moderate removal was observed for total (TSS) and volatile (VSS) suspended solids (41% and 44%, respectively), while phosphorus and colour removal remained limited. Remarkably, the SBBGR process achieved complete removal of long-chain PFAS, while its performance declined for shorter-chain PFAS. BIO-CHEM process significantly improved COD (87.7%), TSS (84.6%), VSS (86.7%), and colour (92–96%) removal. Conversely, ozonation led to an unexpected increase in the concentrations of several PFAS in the effluent, suggesting ozone-induced desorption from the biomass. SBBGR treatment was characterised by a low specific sludge production (SSP) value, i.e., 5–6 times less than that of conventional biological processes. SSP was further reduced during the application of the BIO-CHEM process. A key finding of this study is a critical challenge for PFAS removal in this combined treatment approach, different from other ozone-based methods. Full article
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32 pages, 2298 KB  
Review
Unveiling the Secrets of Particle Size in Aerobic Granules: Impacts on Emerging Contaminants Removal, Stability, and Sustainability: A Review
by Shuangxia Wu, Dong Xu, Jun Li, Tao Guo, Zhaoxian Li, Ailan Yan, Shuyun Wu and Chaoguang Gu
Water 2025, 17(17), 2503; https://doi.org/10.3390/w17172503 - 22 Aug 2025
Cited by 1 | Viewed by 2012
Abstract
Aerobic granular sludge (AGS) has attracted considerable attention in the field of wastewater treatment due to its numerous advantages. This paper presents a comprehensive review of the key factors influencing AGS particle size, highlighting the varying degrees of impact exerted by different factors. [...] Read more.
Aerobic granular sludge (AGS) has attracted considerable attention in the field of wastewater treatment due to its numerous advantages. This paper presents a comprehensive review of the key factors influencing AGS particle size, highlighting the varying degrees of impact exerted by different factors. Particle size is a critical determinant in several aspects, including the removal efficiency of emerging contaminants, the energy consumption associated with the long-term stable operation of the system, and greenhouse gas (GHG) emissions. Smaller particles enhance the removal efficiency of emerging contaminants due to their larger specific surface area and increased number of reaction sites. In contrast, larger particles often lack internal structural mechanisms, which can facilitate the growth of filamentous bacteria, thereby undermining granule stability. Moreover, smaller AGS particles are linked to decreased simultaneous nitrification and denitrification (SND) efficiency, leading to increased GHG emissions. Consequently, the optimal size range for AGS is generally between 1.0 and 2.0 mm. Full article
(This article belongs to the Special Issue Wastewater Treatment and Reuse Advances Review)
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37 pages, 3624 KB  
Article
Modelling a Lab-Scale Continuous Flow Aerobic Granular Sludge Reactor: Optimisation Pathways for Scale-Up
by Melissa Siney, Reza Salehi, Mohamed G. Hassan, Rania Hamza and Ihab M. T. A. Shigidi
Water 2025, 17(14), 2131; https://doi.org/10.3390/w17142131 - 17 Jul 2025
Viewed by 2564
Abstract
Wastewater treatment plants (WWTPs) face increasing pressure to handle higher volumes of water due to climate change causing storm surges, which current infrastructure cannot handle. Aerobic granular sludge (AGS) is a promising alternative to activated sludge systems due to their improved settleability property, [...] Read more.
Wastewater treatment plants (WWTPs) face increasing pressure to handle higher volumes of water due to climate change causing storm surges, which current infrastructure cannot handle. Aerobic granular sludge (AGS) is a promising alternative to activated sludge systems due to their improved settleability property, lowering the land footprint and improving efficiency. This research investigates the optimisation of a lab-scale sequencing batch reactor (SBR) into a continuous flow reactor through mathematical modelling, sensitivity analysis, and a computational fluid dynamic model. This is all applied for the future goal of scaling up the model designed to a full-scale continuous flow reactor. The mathematical model developed analyses microbial kinetics, COD degradation, and mixing flows using Reynolds and Froude numbers. To perform a sensitivity analysis, a Python code was developed to investigate the stability when influent concentrations and flow rates vary. Finally, CFD simulations on ANSYS Fluent evaluated the mixing within the reactor. An 82% COD removal efficiency was derived from the model and validated against the SBR data and other configurations. The sensitivity analysis highlighted the reactor’s inefficiency in handling high-concentration influents and fast flow rates. CFD simulations revealed good mixing within the reactor; however, they did show issues where biomass washout would be highly likely if applied in continuous flow operation. All of these results were taken under deep consideration to provide a new reactor configuration to be studied that may resolve all these downfalls. Full article
(This article belongs to the Special Issue Novel Methods in Wastewater and Stormwater Treatment)
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20 pages, 2869 KB  
Article
Influence of Polyester and Denim Microfibers on the Treatment and Formation of Aerobic Granules in Sequencing Batch Reactors
by Victoria Okhade Onyedibe, Hassan Waseem, Hussain Aqeel, Steven N. Liss, Kimberley A. Gilbride, Roxana Sühring and Rania Hamza
Processes 2025, 13(7), 2272; https://doi.org/10.3390/pr13072272 - 16 Jul 2025
Cited by 1 | Viewed by 1254
Abstract
This study examines the effects of polyester and denim microfibers (MFs) on aerobic granular sludge (AGS) over a 42-day period. Treatment performance, granulation, and microbial community changes were assessed at 0, 10, 70, 210, and 1500 MFs/L. Reactors with 70 MFs/L achieved rapid [...] Read more.
This study examines the effects of polyester and denim microfibers (MFs) on aerobic granular sludge (AGS) over a 42-day period. Treatment performance, granulation, and microbial community changes were assessed at 0, 10, 70, 210, and 1500 MFs/L. Reactors with 70 MFs/L achieved rapid granulation and showed improved settling by day 9, while 0 and 10 MFs/L reactors showed delayed granule formation, which was likely due to limited nucleation and weaker shear conditions. Severe clogging and frequent maintenance occurred at 1500 MFs/L. Despite > 98% MF removal in all reactors, treatment performance declined at higher MF loads. Nitrogen removal dropped from 93% to 68%. Phosphate removal slightly increased in reactors with no or low microfiber loads (96–99%), declined in reactors with 70 or 210 MFs/L (92–91%, 89–88%), and dropped significantly in the reactor with1500 MFs/L (86–70%, p < 0.05). COD removal declined with increasing MF load. Paracoccus (denitrifiers) dominated low-MF reactors; Acinetobacter (associated with complex organic degradation) and Nitrospira (nitrite-oxidizing genus) were enriched at 1500 MFs/L. Performance decline likely stemmed from nutrient transport blockage and toxic leachates, highlighting the potential threat of MFs to wastewater treatment and the need for upstream MF control. Full article
(This article belongs to the Special Issue State-of-the-Art Wastewater Treatment Techniques)
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13 pages, 2569 KB  
Article
Research on the Denitrification Efficiency of Anammox Sludge Based on Machine Vision and Machine Learning
by Yiming Hu, Dongdong Xu, Meng Zhang, Shihao Ge, Dongyu Shi and Yunjie Ruan
Water 2025, 17(14), 2084; https://doi.org/10.3390/w17142084 - 12 Jul 2025
Viewed by 1140
Abstract
This study combines machine vision technology and deep learning models to rapidly assess the activity of anaerobic ammonium oxidation (Anammox) granular sludge. As a highly efficient nitrogen removal technology for wastewater treatment, the Anammox process has been widely applied globally due to its [...] Read more.
This study combines machine vision technology and deep learning models to rapidly assess the activity of anaerobic ammonium oxidation (Anammox) granular sludge. As a highly efficient nitrogen removal technology for wastewater treatment, the Anammox process has been widely applied globally due to its energy-saving and environmentally friendly features. However, existing sludge activity monitoring methods are inefficient, costly, and difficult to implement in real-time. In this study, we collected and enhanced 1000 images of Anammox granular sludge, extracted color features, and used machine learning and deep learning training methods such as XGBoost and the ResNet50d neural network to construct multiple models of sludge image color and sludge denitrification efficiency. The experimental results show that the ResNet50d-based neural network model performed the best, with a coefficient of determination (R2) of 0.984 and a mean squared error (MSE) of 523.38, significantly better than traditional machine learning models (with R2 up to 0.952). Additionally, the experiment demonstrated that under a nitrogen load of 2.22 kg-N/(m3·d), the specific activity of Anammox granular sludge reached its highest value of 470.1 mg-N/(g-VSS·d), with further increases in nitrogen load inhibiting sludge activity. This research provides an efficient and cost-effective solution for online monitoring of the Anammox process and has the potential to drive the digital transformation of the wastewater treatment industry. Full article
(This article belongs to the Special Issue AI, Machine Learning and Digital Twin Applications in Water)
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