Next Article in Journal
Experimental Study on Yield Strength Variation Law of Casing Materials under Alternating Thermal–Mechanical Coupling Loads
Previous Article in Journal
Kinetic Modelling of Biomass Pyrolysis Processes
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

The Aerobic Granules Process for Wastewater Treatment: From Theory to Engineering

1
State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
2
Department of Urban Water Environmental Research, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
3
Faculty of Engineering and the Environment, University of Southampton, Southampton SO17 1BJ, UK
4
Hubei Lake & Wetland Ecological Technology Co., Ltd., Wuhan 430100, China
*
Authors to whom correspondence should be addressed.
Processes 2024, 12(4), 707; https://doi.org/10.3390/pr12040707
Submission received: 11 January 2024 / Revised: 27 February 2024 / Accepted: 14 March 2024 / Published: 30 March 2024
(This article belongs to the Section Environmental and Green Processes)

Abstract

:
Aerobic granules are small, dense aggregates of microbial cells that form naturally in aerobic wastewater treatment systems. They are characterized by their spherical shape, strong structural integrity, and ability to rapidly settle. These granules are formed through a self-immobilization process where different microbial species coalesce to degrade organic and inorganic compounds in wastewater. This study summarizes the development of aerobic granulation technology in wastewater treatment and the mechanism of aerobic granules’ formation, analyzes the characteristics and the factors affecting the aerobic granules’ formation, and presents practical engineering examples of its application from pilot-scale to full-scale operation.

1. Introduction

Successful wastewater treatment relies on choosing microorganisms with the right metabolic capabilities and effectively separating them from the treated effluent. Significant research efforts have been directed towards minimizing the settling time of activated sludge. This is achieved by forming dense flocs or employing biofilm reactors. Biogranules, a condensed form of biofilm created through self-immobilization, represent a noteworthy innovation in this field [1]. They can be classified as aerobic or anaerobic granulation. These granules are compact conglomerates of diverse bacterial species, with each gram of biomass harboring millions of organisms.
The development of anaerobic granules is a well-researched area, particularly noted for its application in the upflow anaerobic sludge blanket (UASB) reactor. This technology, known as anaerobic granulation, has been implemented in numerous wastewater treatment facilities [2,3,4,5]. In reactors that utilize granular sludge, these dense anaerobic granules settle quickly. This swift settling significantly cuts down the time needed to separate the treated water from the biomass. The distinctive characteristics of anaerobic granules have captivated researchers, motivating them to focus on the development of aerobic granulation technology. This shift aims to expand the application spectrum of granulation techniques, potentially enhancing their utility in a wider range of scenarios.
Aerobic granules are small, dense aggregates of microbial cells that form naturally in aerobic wastewater treatment systems. They are characterized by their spherical shape, strong structural integrity, and ability to rapidly settle. These granules are formed through a self-immobilization process where different microbial species coalesce to degrade organic and inorganic compounds in wastewater. This paper aims to comprehensively summarize the development process of aerobic granules. It will delve into the formation mechanism, explore the distinct characteristics, and examine the various factors influencing the formation of aerobic granules. The paper will culminate with a discussion on the application of these granules, focusing particularly on their implementation in pilot-scale and full-scale settings.

2. The Development of Aerobic Granular Technology

2.1. Aerobic Granulation in Sequencing Batch Reactors

Aerobic granular sludge technology began to emerge in the early 1990s [6]. Toward the late 1990s, there was a notable surge in research focused on the basic principles and practical applications of aerobic granulation. This led to significant advancements in the understanding of how storage polymers contribute to the development of aerobic granules, facilitating their growth in sequencing batch reactors without the need for carrier materials [7,8,9].
Aerobic granular sludge technology developed from the early 1990s [6]. Research interest in the fundamental concepts and real-world uses of aerobic granulation intensified towards the late 1990s. Investigations into the creation of storage polymers have paved the way for progress in the growth of aerobic granules in sequencing batch reactors (SBR) without the necessity for carrier materials [7,8,9]. The sequencing batch reactor (SBR), originating in the United States in the late 1960s, gained widespread adoption throughout the 1980s and 1990s [10]. In contrast to the operation of a suspended sludge SBR, an aerobic granular sludge SBR does not include an idling phase in its operation.
The initial observation of aerobic granule formation in SBR was made by Morgenroth et al. [7]. They operated the SBR with a notably brief sedimentation and draw phase, which led to the removal of biomass with a low settling ability. After 40 days of this operation, granules became the primary form of biomass in their reactor. Then, a large number of papers on aerobic granular sludge cultivation in the laboratory were published.
In 2003, the Ede wastewater treatment facility in The Netherlands became the site of the world’s inaugural pilot-scale operation of aerobic granular sludge technology [11]. In 2004, the first international seminar on aerobic granular sludge was held at the Technical University of Munich in Germany, where the concept of aerobic granular sludge was introduced [12]. In 2005, the Dutch company DHV developed the Nereda process, which was successfully applied for the first time in a wastewater treatment plant [13]. In 2014, the aerobic granular sludge technology was successfully applied in Yancang WWTP in the Zhejiang province of China [13]. To date, aerobic granular sludge technology has been applied in over 100 WWPTs worldwide by Nereda® (Royal haskoningDHV, Amersfoort, The Nertherland) [14]. The development process of aerobic granulation technology in SBR is shown in Figure 1.

2.2. Aerobic Granulation in Continuous-Flow Reactors

Reports have also indicated the occurrence of aerobic granulation in continuous-flow systems, specifically in an aerobic upflow sludge blanket (AUSB) reactor [6,15], a fluidized-bed reactor [16], an airlift biofilm reactor [17], a flow baffled reactor [18] and an upflow membrane-aerated biofilm reactor [19].
In the AUSB reactor, the granules are formed with low shear forces. This process is driven by vertical stresses from the upward flow of liquid and horizontal stresses caused by agitation at a rate of 1–6 rpm. Granule formation typically occurs within approximately 5 days [15], or up to three weeks [6], after initiation. However, the complexity of the AUSB reactor system, along with its specific requirements for pure oxygen (i.e., 100% O2) and a dissolved oxygen tank, may hinder its broader adoption.
In two-phase fluidized-bed reactors, the formation of nitrifying granules is likely due to the relatively low shear forces and self-aggregation. Additionally, nitrifying granules can form in airlift reactors, originating from fragments of broken biofilm. The depletion of oxygen within the nitrifying biofilm leads to its breakup, and the resulting dense biofilm fragments remain in the reactor. Generally, some carrier material is necessary to ensure system stability.
Unlike traditional SBR aerobic granular sludge, continuous-flow reactors do not have a static sedimentation process [20,21]. Therefore, an additional sludge–water separation device is needed in the reactor for sludge–water separation. Based on the different sludge–water separation mechanisms, continuous-flow aerobic granular sludge reactors can be classified into the gravity sedimentation separation type, three-phase separation type, and filtration separation type. The development of aerobic granulation technology in continuous-flow reactors is shown in Figure 2.

3. Mechanism of Aerobic Granulation

The process underlying microbial aerobic granulation remains a subject of significant debate due to the intricate nature of aerobic granulation. According to the hypothesis summarized in Table 1, aerobic granulation starts with the aggregation of microbial cells. Fungi, using glucose as their carbon source, secrete H+ ions to lower the pH, creating an environment conducive to their growth while suppressing competing bacteria [22]. Filamentous fungi grow from spores to mycelia under shear forces, serving both as an attraction nucleus for other microorganisms and as a structural framework. Some bacteria attach to inorganic precipitates within the granule’s core, with these precipitates acting as a nucleus for growth and reproduction. Other bacteria use cations like Ca2+ and Mg2+ to promote aggregation by reducing electrostatic repulsion and enhancing van der Waals forces. Shear forces in the granulation process stimulate the secretion of EPS, binding organisms within the granule. The increased cell surface hydrophobicity and high hydraulic stress, combined with the limited settling time, encourage microorganisms to adhere to aggregates, forming aerobic granules.
Granules initially form from small microbial clusters that grow via further aggregation. These dense granules settle quickly due to selection pressure in the reactor, favoring fast-settling biomass and eliminating slower settlers. The oxygen and nutrient gradients within granules create different aerobic and anaerobic zones, allowing diverse microbial communities to contribute to the granules’ structure and function. Granules mature and grow, balancing microbial proliferation, EPS production, and shear forces that might cause breakup. The reactor’s operation, including the feed composition, aeration, and cycle management, is vital for sustaining granulation.

4. Characteristics of Aerobic Granules

Aerobic granular sludge is distinct from flocculent sludge. Its characteristics are outlined as follows [29,30,31,32,33,34,35,36,37,38,39,40]:
  • It possesses a spherical and uniform shape with a distinct, smooth exterior;
  • It exhibits a tightly packed and robust microbial constitution;
  • It is sufficiently large to be visible as individual entities in the mixed liquor during both the mixing and settling phases.
  • Sludge has a high biomass retention capability caused by its large size and fast settling velocity.
  • It is capable of enduring high organic loading rates.
  • It is resilient against the toxicity substances present in wastewater.
Table 2 provides comprehensive details of aerobic granular sludge.
The reactor type, feeding substrate, and operation conditions significantly influence the characteristics of aerobic granules. Specifically, the choice of reactor, such as the Sequencing Batch Reactor (SBR) or Continuous-Flow Reactor (CFR), affects the formation, size, and density of the granules due to differences in the flow dynamics and mixing patterns [40,41,42,43,44]. The nature of the feeding substrate, including its composition and concentration, impacts the microbial community structure within the granules, as well as their metabolic capabilities and pollutant removal efficiency. For instance, high-strength organic substrates can lead to larger and denser granules with a diverse microbial community. Lastly, operation conditions such as hydraulic retention time (HRT), sludge retention time (SRT), aeration intensity, and temperature play crucial roles in determining the physical strength, settling velocity, and overall stability of aerobic granules. Optimizing these parameters is essential for achieving efficient wastewater treatment and enhancing the robustness and resilience of aerobic granular sludge systems.

5. Structure and Strength of Aerobic Granule

Aerobic granules, spherical biofilms encapsulated within an extracellular polymer (ECP) matrix, exhibit a complex, layered structure that is critical for their functionality. Advanced imaging techniques, such as Confocal Laser-Scanning Microscopy (CLSM), have been instrumental in delineating these layers, with each serving distinct roles in the granules’ overall efficacy and stability [47,48,49,50,51,52,53]. Researchers have uncovered a layered structure within these granules [9]. In granules fed with acetate, the outermost layer is composed of viable cells, lysed cells, non-degradable cellular remnants, and solids from the influent, constituting a layer that is 0.5–5 µm in thickness. Following this, the second layer is made up of distinct aggregates enveloped in well-defined polymeric matrices. These aggregates form roughly spherical microcolonies, varying in size from 5 to 50 µm. The third layer is formed by embedding these numerous microcolonies within the extracellular polymer [49].
Notably, a layer of deceased microbial cells is situated about 800–1000 µm beneath the granules’ surface, and the anaerobic bacteria Bacteroides spp. have been detected at a depth of 800–900 µm from the surface. The production of polysaccharides in these granules reaches its peak at approximately 400 µm below the surface [50]. The granules feature channels and pores extending up to 900 µm beneath the surface, with the highest porosity observed at depths ranging from 300 to 500 µm. These channels and pores play a crucial role in facilitating the movement of oxygen and nutrients into the granules, as well as the exit of metabolites. The arrangement of pores and channel layers within the granules affects the distribution of the active biomass, which varies across granules of different diameters. The porosity of these granules is critical to their strength and stability, enabling them to withstand the mechanical stresses encountered in wastewater treatment processes.
The relationship between the structure and strength of aerobic granules is thus deeply intertwined. The granules’ layered structure, with its distinct microbial compositions and functions, underpins their strength, both in terms of physical integrity and metabolic capacity. This structural strength is vital for the granules’ resilience against physical shearing forces in reactors and their ability to maintain high rates of pollutant degradation. Moreover, the size and arrangement of pores and channels within the granules directly impact their effectiveness in nutrient and oxygen diffusion, further influencing the granules’ strength and stability.

6. Diversity of Aerobic Granules

To better understand the process of aerobic granulation and enhance the design and operational efficiency of aerobic granulation systems, extensive studies have delved into the microbial diversity within aerobic granules, employing advanced molecular biotechnology methods [43,54,55,56,57,58,59]. These investigations have unveiled a broad spectrum of bacteria, demonstrating the presence of heterotrophic bacteria, nitrifying and denitrifying bacteria, phosphorus-accumulating bacteria, and glycogen-accumulating bacteria, cultivated under a range of conditions and using various culture media [23,46,54,55,58,60,61,62]. Further exploration into the growth patterns of these microorganisms reveals a complex interplay between reactor configurations, substrate types, and operational parameters. For instance, the presence of heterotrophic bacteria is significantly influenced by the organic carbon source and its availability, which, in turn, affects the granule formation by facilitating biomass aggregation and structure stability. Nitrifying and denitrifying bacteria, on the other hand, are crucial for nitrogen removal and are found to proliferate under specific aeration and substrate concentration conditions, contributing to the structural integrity and functional diversity of the granules. Phosphorus-accumulating organisms play a pivotal role in biological phosphorus removal and are encouraged by alternating anaerobic and aerobic conditions, which also affect the granule’s density and settling properties. Additionally, the role of glycogen-accumulating organisms in managing the internal carbon flux within granules under fluctuating feeding conditions highlights the adaptive mechanisms of microbial communities in aerobic granules.
The interdependence between these microbial communities under varied environmental and operational conditions underscores the complexity of aerobic granulation. Such diversity not only contributes to the robustness and resilience of granular sludge systems but also offers insights into the optimal conditions for enhanced pollutant removal efficiency. This expanded understanding emphasizes the need for tailored approaches to reactor design and operation to harness the full potential of microbial diversity in aerobic granulation processes.

7. Factors Affecting the Formation and Structure of Aerobic Granule

7.1. Shear Force

In SBR, the shear force is primarily determined by the upflow air velocity. Studies have suggested that a higher shear force favors the creation of aerobic granules [8,15,22]. For instance, Tay et al. found that a superficial air upflow velocity of 0.8 cm s−1 led to the formation of only loose flocs in an SBR, while a higher velocity of 2.5 cm s−1 facilitated the formation of well-shaped granules. This observation was also noted by Beun et al. [63], reinforcing the idea. Additionally, there is a proportional relationship between granule density and strength and the applied shear force. These insights reveal that shear force plays a vital role in both the development of aerobic granulation and in shaping the granules’ structure.
Moreover, Tay et al. [22] reported a close association between the production of cellular polysaccharides and shear force, which further contributes to the stability of aerobic granules. This suggests that the shear force not only encourages the formation of aerobic granules but also stimulates the production of cellular polysaccharides, thereby playing an essential role in their development.
In addition, the upflow velocity, indicated by the shear force, affects the hydrodynamic conditions within the reactor, influencing the collision and adhesion rates of microbial cells. Optimal upflow velocities can enhance the collision rate between microbial cells and flocs, promoting granulation. However, too high or too low a velocity can disrupt this balance, affecting the overall size and stability of the granules.

7.2. Settling Time

The settling time plays a pivotal role as a form of hydraulic selection pressure on the microbial populations during the process of aerobic granulation. A reduced settling time is crucial for two main reasons: firstly, it can eliminate slowly settling biomass while preserving granules that settle quickly, and secondly, it can guarantee the biological systems operate both efficiently and cost-effectively. Studies have demonstrated that aerobic granules became the predominant form in an SBR when the system was managed with a settling time of only 5 min [64]. Extending the settling time beyond 5 min resulted in a mixed culture of aerobic granules and free-floating sludge. In practice, the settling time is typically maintained between 1 and 4 min [7,8,65]. Thus, identifying the ideal settling time is essential for successful aerobic granulation.

7.3. Organic Loading Rate

While a high Organic Loading Rate (OLR) is beneficial to the formation of anaerobic granules in UASB systems, it tends to be detrimental to aerobic granulation due to the excessive proliferation of suspended forms. Aerobic granules can successfully form within a range of COD loading rates, from 0.42 to 15 kg COD m−3·d−1 [62,63,64]. Although OLR does not significantly impact the initial formation of aerobic granules, it is closely linked to their physical characteristics.
Toh et al. [66] noted that the average diameter of aerobic granules tends to expand as the OLR increases [67,68,69]. Nevertheless, characteristics such as the granules’ roundness, dry biomass density, specific gravity, and Sludge Volume Index (SVI) do not show a significant relationship with the OLR. On the other hand, the structural integrity of aerobic granules weakens with an increase in OLR. This reduction in physical strength is linked to the rapid growth in biomass caused by higher OLRs, which adversely affects the three-dimensional structure of the microbial aggregates [70].

7.4. Substrate Composition

A diverse range of substrates, including glucose, acetate, ethanol, phenol, yeast extract, particulate organic-matter-rich wastewater, and berberine wastewater, have been effectively utilized to cultivate aerobic granules [64,65,66,67,68,69]. Additionally, granules with specific nitrification and phosphorus accumulation abilities have been engineered [70,71,72,73,74]. It is crucial to recognize that the choice of substrate can profoundly affect the microbial diversity, microstructure, and elemental makeup of mature aerobic granules [71].
For example, aerobic granules formed using acetate as a substrate tend to have a dense microstructure with predominantly radially arranged, rod-like bacteria. Conversely, granules cultivated with glucose predominantly contain cocci-type bacteria internally, with a surface layer composed of both filamentous and rod bacteria. These differences highlight the significant role that substrate type plays in determining the physical and biological properties of aerobic granules.

7.5. EPS

Extracellular Polymeric Substances (EPS), secreted by microorganisms, are intricate combinations of proteins, polysaccharides, humic substances, and nucleic acids. These substances are instrumental in aerobic granulation.
Initially, EPS are pivotal to biofilm formation and development, serving as the foundational element of aerobic granules. They facilitate the adhesion of microbial cells to one another and to various surfaces, thereby fostering the creation of dense microbial communities that are essential for effective wastewater treatment.
As granulation progresses, EPS form a structural matrix that encapsulates the microbial cells within the granules. This matrix not only bestows shape and structural integrity upon the granules but also supports the bacterial cells’ aggregation, enhancing the granules’ mechanical stability.
Furthermore, the EPS matrix acts as a protective barrier for the microbial cells against environmental stressors such as toxic substances, pH fluctuations, and shear forces, ensuring their viability and functionality within the wastewater treatment process.
EPS’s ability to bind nutrients, metals, and other substances plays a critical role in their retention within the granules and facilitates exchange within the microbial community. This trait is vital for the microorganisms’ metabolic activities, improving the wastewater treatment’s overall efficiency. Additionally, during periods of scarcity, the degradation of EPS components like proteins, polysaccharides, and humic compounds serves as a carbon source, increasing cell surface hydrophobicity and enhancing granule stability.
Moreover, EPS act as conduits for cell-to-cell communication within granules, orchestrating metabolic activities and enabling the microbial community to adapt to environmental changes.

7.6. Hydraulic Retention Time

Hydraulic Retention Time (HRT) is a critical factor in the functioning of SBR, associated with both the cycle duration and the volume exchange rate of the SBR. Defined by the ratio between the volume of effluent that is released and the SBR’s operational volume, HRT significantly influences the granulation process as a form of hydraulic selection pressure, deterring the proliferation of dispersed sludge. Selecting a suitable HRT is essential for encouraging the development of granules [72,73,74].
An HRT that is too short could lead to significant sludge loss without adequate compensation, negatively impacting the system’s efficiency. On the other hand, an excessively long HRT could result in bioflocs becoming dominant in the system, which might not be desirable depending on the specific goals of the treatment process. It has been observed that the stabilization of seeded aerobic granules is achievable with an HRT ranging from 2 to 12 h [73]. Furthermore, HRTs of 12 and 24 h are particularly beneficial for nitrifying bacteria, indicating that the optimal HRT can vary depending on the specific microbial community or process goals within the SBR [74].
The strategy of controlling HRT within a moderate range is also applied to CFRs, given their incorporation into an internal settling zone [75,76,77,78].

7.7. Dissolved Oxygen

The Dissolved Oxygen (DO) concentration is indeed a vital parameter in managing aerobic wastewater treatment systems. However, when it comes to the formation of aerobic granules, the DO concentration does not play a decisive role. Research has shown that aerobic granules can successfully form even at relatively low DO concentrations, specifically in the range of 0.7–1.0 mg L−1 in an SBR [9]. Additionally, aerobic granules have been successfully developed at DO concentrations exceeding 2.0 mg L−1. This indicates that aerobic granules can form and sustain under a broad range of DO concentrations, making them adaptable to various operating conditions in aerobic wastewater treatment processes [43,69].

7.8. Aerobic Starvation

In a typical SBR cycle, there are two distinct phases: the degradation phase and the aerobic starvation phase. During the degradation phase, the substrate is progressively depleted to a minimal level. This phase is succeeded by the aerobic starvation period, during which the microorganisms in the SBR lack access to any external substrate.
Consequently, these microorganisms experience periodic starvation. It has been proposed that this intermittent starvation could induce microbial adhesion and aggregation, possibly through its impact on cell hydrophobicity [79,80]. This concept suggests that the stress of intermittent starvation could alter the surface properties of the cells, making them more likely to adhere to each other and form aggregates. Nonetheless, it is critical to acknowledge that, despite thorough investigations into the link between starvation and cell hydrophobicity, the particular notion that it initiates microbial adhesion and aggregation within SBR systems lacks direct validation through experimental proof. Further research is needed to validate this hypothesis and fully understand the mechanisms at play.

7.9. Trace Elements

Trace elements, particularly calcium and iron, play a significant role in enhancing aerobic granulation. The study by Jiang et al. demonstrated that adequate amounts of calcium can significantly expedite the formation of aerobic granules, reducing the required time by about 50% [70]. These calcium-augmented aerobic granules not only settle better but also exhibit improved strength characteristics and have an increased polysaccharide content. Ca2+ are thought to act as a bridge that promotes bacterial aggregation. They achieve this by binding the negatively charged groups present on bacterial surfaces and extracellular polysaccharide molecules, facilitating the formation of more cohesive and robust granules. In a separate study, Tsuneda et al. [80] observed that introducing iron (Fe) into the system led to its accumulation in the central part of the nitrifying granules in an AUFB reactor. Furthermore, they found that sludge pre-aggregated with iron could enhance the formation of nitrifying granules. This indicates that iron, like calcium, may play a crucial role in the development and structural integrity of aerobic granules, particularly in systems focused on nitrification. Magnesium carbonate played a similar role in strengthening the formation of aerobic granules [81]. Such insights are valuable for optimizing the process of aerobic granulation in wastewater treatment systems.

8. Application of Aerobic Granulation Technology

Aerobic granulation technology is a versatile and efficient solution for wastewater treatment, offering benefits like a high treatment efficiency, space savings, energy-efficiency, and environmental sustainability. Its application spans across municipal and various industrial sectors, addressing both conventional and challenging wastewater treatment needs [23,40,61,69,82,83,84,85,86,87,88,89].
In treating high-strength organic wastewater, biological systems need to maintain a high biomass concentration and a high rate of microbial degradation. Aerobic granulation in SBRs has proven effective in achieving this, with biomass concentrations between 6.0 to 12.0 g L−1 being reported due to the compact and dense structure of the granules. This was highlighted in the research by Tay et al. [23,82].
The practicality of using aerobic granulation technology for treating high-strength organic wastewater was demonstrated by Moy et al. [69]. They found that aerobic granules could withstand a maximum organic loading rate of 15.0 kg COD m−3 d−1 using glucose as a substrate, while achieving more than 92% COD removal. This high efficiency can be attributed to the granules’ compact structure, which also enhances their ability to degrade toxic compounds.
For example, studies by Jiang et al. [61,83] showed that aerobic granules are particularly effective in degrading toxic substances like phenol. In one instance, an aerobic granular sludge reactor successfully maintained a steady effluent phenol concentration below 0.2 mg L−1, despite the influent having a phenol level of 500 mg L−1. This high resilience of the granules to phenol can be attributed to the fact that a significant portion of the biomass inside them remains shielded from the elevated concentrations encountered in the wastewater.
Aerobic granules are gaining recognition for their ability to eliminate not just phenol, but also other challenging and toxic organic substances from concentrated industrial wastewater. Additionally, recent research has shown their ability to efficiently reduce phosphate and ammonia levels [40,84,85]. Their adaptability and effectiveness position aerobic granules as a viable option for sophisticated wastewater treatment endeavors.

9. The Engineering of Aerobic Granular Sludge Technology

Following the first pilot-scale study of aerobic granular sludge reported in 2003, dozens of pilot-scale studies were completed (Table 3). The influent of the pilot-scale reactors include sewage, industrial wastewater, and their mixture. The volume of the reactors ranged from a minimum of 30 L to a maximum of 6 m3. The inoculation sludge was mostly obtained from the activated sludge of urban wastewater plants, and the raw water included domestic sewage, industrial wastewater, and agricultural wastewater. In the pilot studies, the COD of the raw water ranged from 100 mg L−1 to 2000 mg L−1, and NH4+-N was between 10 mg L−1 and 200 mg L−1. The size of the cultivated granular sludge ranged from a minimum of 0.2 mm to a maximum of 3.5 mm.
The first full-scale AGS reactor was set up in the Garmerwolde Wastewater Treatment Plant in The Netherlands. At present, more than 80 AGS plants are operated worldwide by Nereda®. The operation condition and results of a few of these full-scale reactors, located in Poland, The Netherlands, and South Africa, were published [109,110,111,112,113,114,115,116]. Full-scale aerobic granulation is a complex process that requires careful design, monitoring, and management to successfully treat wastewater in an efficient and environmentally friendly manner. The technology’s scalability and adaptability to various wastewater treatment needs make it an increasingly popular choice in modern wastewater treatment facilities (Table 4).

10. Conclusions and Challenges in Future

This paper offers an extensive review of the advancements in aerobic granular sludge research, highlighting the evolution of aerobic granulation technology, the mechanisms behind granulation, the properties of aerobic granules, the factors that drive aerobic formation, and their practical uses. Despite the growing worldwide implementation of AGS in wastewater treatment plants (WWTPs), indicating a promising future for AGS in boosting wastewater treatment efficiency, several critical challenges hinder AGS application. The key obstacles and future research opportunities in AGS include the following:
(1)
The process of aerobic granule formation remains largely unknown. Various theories have been proposed to explain this phenomenon, yet conclusive experimental support is lacking.
(2)
Achieving low substrate concentrations during steady-state operations to enable feast/famine conditions in CAGS is difficult. Research into how CAGS’s operational parameters affect the feast/famine ratio is scarce, necessitating future investigations into its impact on granule stability.
(3)
Employing a particle-size-based selection pressure could potentially facilitate CAGS granulation. However, research in this area is still in its infancy, and such a selection pressure might compromise CAGS stability in the long term.
(4)
While most CAGS setups incorporate a settling tank or clarifier for granule recycling, the recycling process can lead to granule disintegration. This calls for the creation of more sophisticated CAGS reactors with optimized recycling mechanisms.

Author Contributions

Conceptualization, P.Z., methodology, J.L. and M.L.; writing—original draft preparation, P.Z.; writing—review and editing, Y.-Q.L.; project administration, P.Z.; funding acquisition, P.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Key Research and Development Program of China (No. 2022YFC3203300) and the Chinese Research Academy of Environmental Sciences Central Public Welfare Scientific Research Project (2022YSKY-63).

Data Availability Statement

Data are contained within the article.

Conflicts of Interest

Author Miao Liao was employed by the company Hubei Lake & Wetland Ecological Technology Co., Ltd. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Abbreviations

ALRAirlift reactor
CFRContinuous-flow reactor
CODChemical oxygen demand
EPSsExtracellular polymeric substances
HRTHydraulic retention time
MBRMembrane bioreactor
OLROrganic loading rate
RFBRReverse flow baffled reactor
SBRSequential batch reactor
SVISludge volume index
WWTPWastewater treatment plan

References

  1. Lee, D.-J.; Chen, Y.-Y.; Show, K.-Y.; Whiteley, C.G.; Tay, J.-H. Advances in aerobic granule formation and granule stability in the course of storage and reactor operation. Biotechnol. Adv. 2010, 28, 919–934. [Google Scholar] [CrossRef] [PubMed]
  2. Yan, Y.G.; Tay, J.H. Characterization of microbial granulation process during UASB start-up. Water Res. 1997, 31, 1573–1580. [Google Scholar] [CrossRef]
  3. Alves, M.; Cavaleiro, A.J.; Ferreira, E.C.; Amaral, A.L.; Mota, M.; da Motta, M.; Vivier, H.; Pons, M.N. Characterization by image analysis of anaerobic sludge under shock conditions. Water Sci. Technol. 2000, 41, 207–214. [Google Scholar] [CrossRef]
  4. Lettinga, G.; Rebac, S.; Zeeman, G. Challenge of psychrophilic anaerobic wastewater treatment. Trends Biotechnol. 2001, 19, 363–370. [Google Scholar] [CrossRef] [PubMed]
  5. Kassam, Z.A.; Yerushalmi, L.; Guiot, S.R. A market study on the anaerobic waste-water treatment systems. Water Air Soil Pollut. 2003, 143, 179–192. [Google Scholar] [CrossRef]
  6. Mishima, K.; Nakamura, M. Self-immobilization of aerobic activated sludge–a pilot study of the aerobic upflow sludge blanket process in municipal sewage treatment. Water Sci. Technol. 1991, 23, 981–990. [Google Scholar] [CrossRef]
  7. Morgenroth, E.; Sherden, T.; Van Loosdrecht, M.; Heijnen, J.; Wilderer, P. Aerobic granular sludge in a sequencing batch reactor. Water Res. 1997, 31, 3191–3194. [Google Scholar] [CrossRef]
  8. Beun, J.; Hendriks, A.; van Loosdrecht, M.; Morgenroth, E.; Wilderer, P.; Heijnen, J. Aerobic granulation in a sequencing batch reactor. Water Res. 1999, 33, 2283–2290. [Google Scholar] [CrossRef]
  9. Peng, D.C.; Bernet, N.; Delgenes, J.P.; Moletta, R. Aerobic granular sludge—A case report. Water Res. 1999, 33, 890–893. [Google Scholar]
  10. Tchobanoglous, G.; Burton, F.L. Wastewater Engineering, Treatment, Disposal, Reuse, 3rd ed.; McGraw-Hill Book Company: New York, NY, USA, 1991. [Google Scholar]
  11. Hamza, R.; Rabii, A.; Ezzahraoui, F.-Z.; Morgan, G.; Iorhemen, O.T. A review of the state of development of aerobic granular sludge technology over the last 20 years: Full-scale applications and resource recovery. Case Stud. Chem. Environ. Eng. 2022, 5, 100173. [Google Scholar] [CrossRef]
  12. Liu, Y.; Tay, J.-H. State of the art of biogranulation technology for wastewater treatment. Biotechnol. Adv. 2004, 22, 533–563. [Google Scholar] [CrossRef] [PubMed]
  13. Zhao, X.F.; Li, X.Q.; Li, J.A. Review on Pilot-scale study and application progress of the aerobic granular sludge technology. China Water Wastewater 2020, 36, 30–37. [Google Scholar]
  14. Royal Haskoning DHV. Available online: https://global.royalhaskoningdhv.com/nereda/projects (accessed on 30 December 2023).
  15. Shin, H.-S.; Lim, K.-H.; Park, H.-S. Effect of shear stress on granulation in oxygen aerobic upflow sludge bed reactors. Water Sci. Technol. 1992, 26, 601–605. [Google Scholar] [CrossRef]
  16. de Beer, D.; Heuvel, J.C.v.D.; Ottengraf, S.P.P. Microelectrode measurements of the activity distribution in nitrifying bacterial aggregates. Appl. Environ. Microbiol. 1993, 59, 573–579. [Google Scholar] [CrossRef] [PubMed]
  17. Tijhuis, L.; Huisman, J.L.; Hekkelman, H.D.; van Loosdrecht, M.C.M.; Heijnen, J.J. Formation of nitrifying biofilms on small suspended particles in airlift reactors. Biotechnol. Bioeng. 1995, 47, 585–595. [Google Scholar] [CrossRef] [PubMed]
  18. Li, J.; Cai, A.; Ding, L.; Sellamuthu, B.; Perreault, J. Aerobic sludge granulation in a Reverse Flow Baffled Reactor (RFBR) operated in continuous-flow mode for wastewater treatment. Sep. Purif. Technol. 2015, 149, 437–444. [Google Scholar] [CrossRef]
  19. Li, X.; Sun, S.; Badgley, B.D.; Sung, S.; Zhang, H.; He, Z. Nitrogen removal by granular nitritation–anammox in an upflow membrane-aerated biofilm reactor. Water Res. 2016, 94, 23–31. [Google Scholar] [CrossRef] [PubMed]
  20. Liu, Y.Q.; Lan, G.H.; Zeng, P. Excessive precipitation of CaCO3 as aragonite in a continuous aerobic granular sludge reactor. Appl. Microbiol. Biotechnol. 2015, 99, 8225–8234. [Google Scholar] [CrossRef]
  21. Huang, Q.J.; Wang, S.F.; Wu, N.; He, H.; Yu, W.T.; Cong, L. Research progress on aerobic granular sludge technology under continuous flow condition. Chem. Bioeng. 2016, 33, 12–14. [Google Scholar]
  22. Tay, J.H.; Liu, Q.S.; Liu, Y. Characteristics of aerobic granules grown on glucose and acetate in sequential aerobic sludge blanket reactors. Environ. Technol. 2002, 23, 931–936. [Google Scholar] [CrossRef] [PubMed]
  23. Tay, J.H.; Liu, Q.S.; Liu, Y. The effects of shear force on the formation, structure and metabolism of aerobic granules. Appl. Microbiol. Biot. 2001, 57, 227–233. [Google Scholar]
  24. Liu, Y.; Tay, J.-H. The essential role of hydrodynamic shear force in the formation of biofilm and granular sludge. Water Res. 2002, 36, 1653–1665. [Google Scholar] [CrossRef] [PubMed]
  25. Liu, Y.; Yang, S.-F.; Tay, J.-H.; Liu, Q.-S.; Qin, L.; Li, Y. Cell hydrophobicity is a triggering force of biogranulation. Enzym. Microb. Technol. 2004, 34, 371–379. [Google Scholar] [CrossRef]
  26. Barr, J.J.; Cook, A.E.; Bond, P.L. Granule formation mechanisms within an aerobic wastewater system for phosphorus removal. Appl. Environ. Microbiol. 2010, 76, 7588–7597. [Google Scholar] [CrossRef] [PubMed]
  27. Wu, K.C.; Wu, P.; Xu, Y.Z.; Li, Y.H.; Shen, Y.L. Formation Mechanism of Aerobic Granular Sludge and Removal Efficiencies in Integrated ABR-CSTR Reactor. Huanjing Kexue 2015, 36, 2947–2953. [Google Scholar] [PubMed]
  28. van Dijk, E.J.; Haaksman, V.A.; van Loosdrecht, M.C.; Pronk, M. On the mechanisms for aerobic granulation—Model based evaluation. Water Res. 2022, 216, 118365. [Google Scholar] [CrossRef] [PubMed]
  29. Cai, C.-G.; Zhu, N.-W.; Liu, J.-S.; Wang, Z.-P.; Cai, W.-M. Characteristics of aerobic granules grown on glucose a sequential batch shaking reactor. J. Environ. Sci.-China 2004, 16, 624–626. [Google Scholar] [PubMed]
  30. Tsuneda, S.; Ejiri, Y.; Nagano, T.; Hirata, A. Formation mechanism of nitrifying granules observed in an aerobic upflow fluidized bed (AUFB) reactor. Water Sci. Technol. 2004, 49, 27–34. [Google Scholar] [CrossRef] [PubMed]
  31. Liu, Y.Q.; Nilsen, p.; Maulidiany, N.D. Thermal pretreatment to enhance biogas production of waste aerobic granular sludge with and without calcium phosphate precipitates. Chemosphere 2019, 234, 725–732. [Google Scholar] [CrossRef] [PubMed]
  32. Hu, L.L.; Wang, J.L.; Wen, X.H.; Qian, Y. The formation and characteristics of aerobic granules in sequencing batch reactor (SBR) by seeding anaerobic granules. Process. Biochem. 2005, 40, 5–11. [Google Scholar]
  33. Zheng, Y.-M.; Yu, H.-Q.; Sheng, G.-P. Physical and chemical characteristics of granular activated sludge from a sequencing batch airlift reactor. Process. Biochem. 2005, 40, 645–650. [Google Scholar] [CrossRef]
  34. Bengtsson, S.; de Blois, M.; Wilén, B.-M.; Gustavsson, D. A comparison of aerobic granular sludge with conventional and compact biological treatment technologies. Environ. Technol. 2019, 40, 2769–2778. [Google Scholar] [CrossRef] [PubMed]
  35. Kehrein, P.; van Loosdrecht, M.; Osseweijer, P.; Posada, J. Exploring resource recovery potentials for the aerobic granular sludge process by mass and energy balances–energy, biopolymer and phosphorous recovery from municipal wastewater. Environ. Sci. Water Res. Technol. 2020, 6, 2164–2179. [Google Scholar] [CrossRef]
  36. Szabó, E.; Liébana, R.; Hermansson, M.; Modin, O.; Persson, F.; Wilén, B.-M. Microbial Population Dynamics and Ecosystem Functions of Anoxic/Aerobic Granular Sludge in Sequencing Batch Reactors Operated at Different Organic Loading Rates. Front. Microbiol. 2017, 8, 770. [Google Scholar] [CrossRef] [PubMed]
  37. Fan, X.-Y.; Gao, J.-F.; Pan, K.-L.; Li, D.-C.; Zhang, L.-F.; Wang, S.-J. Shifts in bacterial community composition and abundance of nitrifiers during aerobic granulation in two nitrifying sequencing batch reactors. Bioresour. Technol. 2018, 251, 99–107. [Google Scholar] [CrossRef] [PubMed]
  38. Liébana, R.; Modin, O.; Persson, F.; Szabó, E.; Hermansson, M.; LiÉ, R.; Bana; Wilen, B.-M. Combined Deterministic and Stochastic Processes Control Microbial Succession in Replicate Granular Biofilm Reactors. Environ. Sci. Technol. 2019, 53, 4912–4921. [Google Scholar] [CrossRef]
  39. Muñoz-Palazon, B.; Rodriguez-Sanchez, A.; Hurtado-Martinez, M.; Gonzalez-Lopez, J.; Pfetzing, P.; Gonzalez-Martinez, A. Performance and microbial community structure of aerobic granular bioreactors at different operational temperature. J. Water Process. Eng. 2020, 33, 101110. [Google Scholar] [CrossRef]
  40. Layer, M.; Adler, A.; Reynaert, E.; Hernandez, A.; Pagni, M.; Morgenroth, E.; Holliger, C.; Derlon, N. Organic substrate diffusibility governs microbial community composition, nutrient removal performance and kinetics of granulation of aerobic granular sludge. Water Res. X 2019, 4, 100033. [Google Scholar] [CrossRef] [PubMed]
  41. Yang, S.-F.; Liu, Q.-S.; Tay, J.-H.; Liu, Y. Growth kinetics of aerobic granules developed in sequencing batch reactors. Lett. Appl. Microbiol. 2004, 38, 106–112. [Google Scholar] [CrossRef] [PubMed]
  42. Beun, J.; van Loosdrecht, M.; Heijnen, J. Aerobic granulation in a sequencing batch airlift reactor. Water Res. 2002, 36, 702–712. [Google Scholar] [CrossRef] [PubMed]
  43. Tay, J.-H.; Ivanov, V.; Pan, S.; Tay, S.-L. Specific layers in aerobically grown microbial granules. Lett. Appl. Microbiol. 2002, 34, 254–257. [Google Scholar] [CrossRef]
  44. Wang, Y.; Liu, Y.Q.; Li, J.; Ma, R.R.; Zeng, P.; Ng, C.A.; Liu, F.H. The dynamic shift of bacterial communities in hybrid anaerobic baffled reactor (ABR)—Aerobic granules process for berberine pharmaceutical wastewater treatment. Processes 2022, 10, 2506. [Google Scholar] [CrossRef]
  45. Liu, Y.Q.; Kong, Y.H.; Zhang, R.; Zhang, X.; Wong, F.S.; Tay, J.H.; Zhu, J.R.; Jiang, W.J. Microbial population dynamics of granular aerobic sequencing batch reactors during start-up and steady state periods. Water Sci. Technol. 2010, 62, 1281–1287. [Google Scholar] [CrossRef] [PubMed]
  46. Schwarzenbeck, N.; Erley, R.; Wilderer, P. Aerobic granular sludge in an SBR-system treating wastewater rich in particulate matter. Water Sci. Technol. 2004, 49, 41–46. [Google Scholar] [CrossRef] [PubMed]
  47. Geng, M.; You, S.; Guo, H.; Ma, F.; Xiao, X.; Zhang, J.; Ma, X. Response of aerobic granular sludge to loading shock: Performance and proteomic study. Chem. Eng. J. 2022, 444, 136458. [Google Scholar] [CrossRef]
  48. Etterer, T.; Wilderer, P.A. Generation and properties of aerobic granular sludge. Water Sci. Technol. 2001, 43, 19–26. [Google Scholar] [CrossRef] [PubMed]
  49. Tay, S.-L.; Ivanov, V.; Yi, S.; Zhuang, W.-Q.; Tay, J.-H. Presence of anaerobic bacteroides in aerobically grown microbial granules. Microb. Ecol. 2002, 44, 278–285. [Google Scholar] [CrossRef] [PubMed]
  50. Tay, J.-H.; Tay, S.-L.; Ivanov, V.; Pan, S.; Jiang, H.-L.; Liu, Q.-S. Biomass and porosity profiles in microbial granules used for aerobic wastewater treatment. Lett. Appl. Microbiol. 2003, 36, 297–301. [Google Scholar] [CrossRef] [PubMed]
  51. Liu, Y.Q.; Lan, G.H.; Zeng, P. Size-dependent calcium carbonate precipitation induced microbiologically in aerobic granules. Chem. Eng. J. 2016, 285, 341–348. [Google Scholar] [CrossRef]
  52. Tay, J.; Liu, Q.; Liu, Y. The effect of upflow air velocity on the structure of aerobic granules cultivated in a sequencing batch reactor. Water Sci. Technol. 2004, 49, 35–40. [Google Scholar] [CrossRef] [PubMed]
  53. Zeng, P.; Wang, Y.; Liu, Y.Q.; Li JLiu, F.H.; Chang, M.; Zhang, Y.Z. The Impact of berberine pharmaceutical wastewater on aerobic granules formation: Change of granules’ size. Processes 2022, 10, 792. [Google Scholar] [CrossRef]
  54. Meyer, R.L.; Saunders, A.M.; Zeng, R.J.X.; Keller, J.; Blackall, L.L. Microscale structure and function of anaerobic-aerobic granules containing glycogen accumulating organisms. FEMS Microbiol. Ecol. 2003, 45, 253–261. [Google Scholar] [CrossRef] [PubMed]
  55. Tsuneda, S.; Nagano, T.; Hoshino, T.; Ejiri, Y.; Noda, N.; Hirata, A. Characterization of nitrifying granules produced in an aerobic upflow fluidized bed reactor. Water Res. 2003, 37, 4965–4973. [Google Scholar] [CrossRef] [PubMed]
  56. Zhang, H.; Liu, Y.Q.; Mao, S.; Steinberg, C.E.W.; Duan, W.; Chen, F. Reproducibility of aerobic granules in treating low-strength and low C/N ratio wastewater and associated microbial community structure. Processes. 2022, 10, 444. [Google Scholar] [CrossRef]
  57. Aqeel, H.; Basuvaraj, M.; Hall, M.; Neufeld, J.D.; Liss, S.N. Microbial dynamics and properties of aerobic granules developed in a laboratory-scale sequencing batch reactor with an intermediate filamentous bulking stage. Appl. Microbiol. Biotechnol. 2016, 100, 447–460. [Google Scholar] [CrossRef] [PubMed]
  58. Tay, J.-H.; Maszenan, A.; Tay, S.-L. A culture-independent approach for studying microbial diversity in aerobic granules. Water Sci. Technol. 2003, 47, 283–290. [Google Scholar]
  59. Jiang, H.-L.; Tay, J.-H.; Maszenan, A.M.; Tay, S.T.-L. Bacterial diversity and function of aerobic granules engineered in a sequencing batch reactor for phenol degradation. Appl. Environ. Microbiol. 2004, 70, 6767–6775. [Google Scholar] [CrossRef] [PubMed]
  60. Lin, Y.-M.; Liu, Y.; Tay, J.-H. Development and characteristics of phosphorus-accumulating microbial granules in sequencing batch reactors. Appl. Microbiol. Biotechnol. 2003, 62, 430–435. [Google Scholar] [CrossRef] [PubMed]
  61. Liu, Y.; Lin, Y.-M.; Yang, S.-F.; Tay, J.-H. A balanced model for biofilms developed at different growth and detachment forces. Process. Biochem. 2003, 38, 1761–1765. [Google Scholar] [CrossRef]
  62. Yang, S.-F.; Tay, J.-H.; Liu, Y. A novel granular sludge sequencing batch reactor for removal of organic and nitrogen from wastewater. J. Biotechnol. 2003, 106, 77–86. [Google Scholar] [CrossRef] [PubMed]
  63. Jiang, H.-L.; Tay, J.-H.; Tay, S.-L. Aggregation of immobilized activated sludge cells into aerobically grown microbial granules for the aerobic biodegradation of phenol. Lett. Appl. Microbiol. 2002, 35, 439–445. [Google Scholar] [CrossRef] [PubMed]
  64. Tay, J.-H.; Pan, S.; He, Y.; Tay, S.T.L. Effect of organic loading rate on aerobic granulation. ii: Characteristics of aerobic granules. J. Environ. Eng. 2004, 130, 1102–1109. [Google Scholar] [CrossRef]
  65. Liu, Y.Q.; Tay, J.H. Fast formation of aerobic granules by combining strong hydraulic selection pressure with overstressed organic loading rate. Water. Res.. 2015, 80, 256–266. [Google Scholar] [CrossRef] [PubMed]
  66. Toh, S.; Tay, J.; Moy, B.; Ivanov, V.; Tay, S. Size-effect on the physical characteristics of the aerobic granule in a SBR. Appl. Microbiol. Biotechnol. 2003, 60, 687–695. [Google Scholar] [CrossRef] [PubMed]
  67. Liu, Y.Q.; Zhang, X.; Zhang, R.; Liu, W.T.; Tay, J.H. Effects of hydraulic retention time on aerobic granulation and granule growth kinetics at steady state with a fast start-up strategy. Appl. Microbiol. Biotechnol. 2016, 100, 469–477. [Google Scholar] [CrossRef] [PubMed]
  68. Liu, Q.S.; Tay, J.H.; Liu, Y. Substrate concentration-independent aerobic granulation in sequential aerobic sludge blanket reactor. Environ. Technol. 2003, 24, 1235–1242. [Google Scholar] [CrossRef] [PubMed]
  69. Moy, B.-P.; Tay, J.-H.; Toh, S.-K.; Liu, Y.; Tay, S.-L. High organic loading influences the physical characteristics of aerobic sludge granules. Lett. Appl. Microbiol. 2002, 34, 407–412. [Google Scholar] [CrossRef] [PubMed]
  70. Jiang, H.-L.; Tay, J.-H.; Liu, Y.; Tay, S.T.-L. Ca2+ augmentation for enhancement of aerobically grown microbial granules in sludge blanket reactors. Biotechnol. Lett. 2003, 25, 95–99. [Google Scholar] [CrossRef] [PubMed]
  71. Tay, J.-H.; Liu, Q.-S.; Liu, Y. Microscopic observation of aerobic granulation in sequential aerobic sludge blanket reactor. J. Appl. Microbiol. 2001, 91, 168–175. [Google Scholar] [CrossRef] [PubMed]
  72. Li, D.; Lv, Y.; Cao, M.; Zeng, H.; Zhang, J. Optimized hydraulic retention time for phosphorus and COD removal from synthetic domestic sewage with granules in a continuous-flow reactor. Bioresour. Technol. 2016, 216, 1083–1087. [Google Scholar] [CrossRef] [PubMed]
  73. Pan, S.; Tay, J.-H.; He, Y.-X.; Tay, S.-L. The effect of hydraulic retention time on the stability of aerobically grown microbial granules. Lett. Appl. Microbiol. 2004, 38, 158–163. [Google Scholar] [CrossRef] [PubMed]
  74. Tay, J.H.; Yang, S.F.; Liu, Y. Hydraulic selection pressure-induced nitrifying granulation in sequencing batch reactors. Appl. Microbiol. Biot. 2002, 59, 332–337. [Google Scholar]
  75. Corsino, S.; Campo, R.; Di Bella, G.; Torregrossa, M.; Viviani, G. Study of aerobic granular sludge stability in a continuous-flow membrane bioreactor. Bioresour. Technol. 2016, 200, 1055–1059. [Google Scholar] [CrossRef] [PubMed]
  76. Xin, X.; Lu, H.; Yao, L.; Leng, L.; Guan, L. Rapid formation of aerobic granular sludge and its mechanism in a continuous-flow bioreactor. Appl. Biochem. Biotechnol. 2016, 181, 424–433. [Google Scholar] [CrossRef] [PubMed]
  77. Wan, C.L.; Yang, X.; Lee, D.J.; Sun, S.P.; Liu, X.; Zhang, P. Influence of hydraulic retention time on partial nitrification of continuous-flow aerobic granular-sludge reactor. Environ. Technol. 2014, 35, 1760–1765. [Google Scholar] [CrossRef] [PubMed]
  78. Kent, T.R.; Bott, C.B.; Wang, Z.-W. State of the art of aerobic granulation in continuous flow bioreactors. Biotechnol. Adv. 2018, 36, 1139–1166. [Google Scholar] [CrossRef] [PubMed]
  79. Tay, J.-H.; Liu, Q.-S.; Liu, Y. The role of cellular polysaccharides in the formation and stability of aerobic granules. Lett. Appl. Microbiol. 2001, 33, 222–226. [Google Scholar] [CrossRef] [PubMed]
  80. Tsuneda, S.; Ejiri, Y.; Ogiwara, M.; Nagano, T.; Hirata, A. Characterization of Nitrifying Granules Produced in an Aerobic Upflow Fluidized Bed Reactor; Institute of Water Quality Control and Waste Management: Munich, Germany, 2004. [Google Scholar]
  81. McSwain, B.; Irvine, R.; Wilderer, P. The effect of intermittent feeding on aerobic granule structure. Water Sci. Technol. 2004, 49, 19–25. [Google Scholar] [CrossRef] [PubMed]
  82. Lee, D.-J.; Chen, Y.-Y. Magnesium carbonate precipitate strengthened aerobic granules. Bioresour. Technol. 2015, 183, 136–140. [Google Scholar] [CrossRef] [PubMed]
  83. Tay, J.-H.; Liu, Q.-S.; Liu, Y. Aerobic granulation in sequential sludge blanket reactor. Water Sci. Technol. 2002, 46, 13–18. [Google Scholar] [CrossRef] [PubMed]
  84. Jiang, H.L.; Tay, J.H.; Tay, S.T.L. Changes in structure, activity and metabolism of aerobic granules as a microbial response to high phenol loading. Appl. Microbio. Biotechnol. 2004, 63, 602–608. [Google Scholar] [CrossRef] [PubMed]
  85. Beun, J.J.; Heijnen, J.J.; van Loosdrecht, M.C.M. N-Removal in a granular sludge sequencing batch airlift reactor. Biotechnol. Bioeng. 2001, 75, 82–92. [Google Scholar] [CrossRef] [PubMed]
  86. Dulekgurgen, E.; Ovez, S.; Artan, N.; Orhon, D. Enhanced biological phosphate removal by granular sludge in a sequencing batch reactor. Biotechnol. Lett. 2003, 25, 687–693. [Google Scholar] [CrossRef] [PubMed]
  87. Liu, Y.Q.; Lan, G.H.; Zeng, P. Resistance and resilience of nitrifying bacteria in aerobic granules to pH shock. Lett. Appl. Microbiol. 2015, 61, 91–97. [Google Scholar] [CrossRef] [PubMed]
  88. Liu, Y.Q.; Tay, J.H. The competition between flocculent sludge and aerobic granules during the long-term operation period of granular sludge sequencing batch reactor. Environ. Technol. 2012, 33, 2619–2626. [Google Scholar] [CrossRef] [PubMed]
  89. Chen, F.Y.; Liu, Y.Q.; Tay, J.H.; Ning, P. Rapid formation of nitrifying granules treating high-strength ammonium wastewater in a sequencing batch reactor. Appl. Microbiol. Biotechnol. 2015, 99, 4445–4452. [Google Scholar] [CrossRef] [PubMed]
  90. Liu, Y.Q.; Maulidiany, N.; Zeng, P.; Heo, S. Decolourization of azo, anthraquinone and triphenylmethane dyes using aerobic granules: Acclimatization and long-term stability. Chemosphere 2021, 263, 128312. [Google Scholar] [CrossRef] [PubMed]
  91. Liu, Y.Q.; Moy, B.Y.P.; Tay, J.H. COD removal and nitrification of low-strength domestic wastewater in aerobic granular sludge sequencing batch reactors. Enzyme Microb. Tech. 2007, 42, 23–28. [Google Scholar] [CrossRef]
  92. Liu, Y.Q.; Moy, B.; Kong, Y.H.; Tay, J.H. Formation, physical characteristics and microbial community structure of aerobic granules in a pilot-scale sequencing batch reactor for real wastewater treatment. Enzym. Microb. Technol. 2010, 46, 520–525. [Google Scholar] [CrossRef] [PubMed]
  93. Min, J.; Chao, L.; Yunxia, Z.; Hongzhi, S.; Xin, L.; Li, G. Pilot test of domestic wastewater treatment in anaerobic/aerobic granular sludge SBR system. Chin. J. Environ. Eng. 2010, 4, 1276–1282. (In Chinese) [Google Scholar]
  94. Tu, X.; Su, B.-S.; Kong, Y.-H.; Zhu, J.-R. Cultivation of aerobic granules in a large pilot SBR with domestic sewage. Environ. Sci. 2010, 31, 2118–2123. (In Chinese) [Google Scholar]
  95. Tu, X.; Su, B.-S.; Kong, Y.-H.; Zhu, J.-R. Characteristics of extracellular fluorescent substances of aerobic granular sludge in pilot-scale sequencing batch reactor. J. Cent. South Univ. Technol. 2010, 17, 522–528. [Google Scholar] [CrossRef]
  96. Liu, S.; Mei, Z.; Xie, W.; Ni, B.; Li, W.; Yu, H. Cultivation and granulation process of aerobic granular sludge applied to treat municipal wastewater. Res. Environ. Sci. 2010, 23, 918–923. (In Chinese) [Google Scholar]
  97. Liu, Y.-Q.; Kong, Y.; Tay, J.-H.; Zhu, J. Enhancement of start-up of pilot-scale granular SBR fed with real wastewater. Sep. Purif. Technol. 2011, 82, 190–196. [Google Scholar] [CrossRef]
  98. Jungles, M.K.; Figueroa, M.; Morales, N.; del Río, Á.V.; da Costa, R.H.R.; Campos, J.L.; Mosquera-Corral, A.; Méndez, R. Start up of a pilot scale aerobic granular reactor for organic matter and nitrogen removal. J. Chem. Technol. Biotechnol. 2011, 86, 763–768. [Google Scholar] [CrossRef]
  99. Li, Z.-H.; Fu, J.-F.; Li, S.; Liu, Z.-K.; Ji, X.-Q.; Wang, X.-C. Pilot study on aerobic granular sludge for treating comprehensive municipal wastewater. China Water Wastewater 2011, 27, 4–8. [Google Scholar]
  100. Wei, D.; Si, W.; Zhang, Y.; Qiao, Z.; Yao, Z.; Zhao, W.; Zhao, J.; Chen, G.; Wei, Q.; Du, B. Aerobic granulation and nitrogen removal with the effluent of internal circulation reactor in start-up of a pilot-scale sequencing batch reactor. Bioprocess Biosyst. Eng. 2012, 35, 1489–1496. [Google Scholar] [CrossRef] [PubMed]
  101. Su, B.S.; Cui, X.J.; Zhu, J.R. Optimal cultivation and characteristics of aerobic granules with typical domestic sewage in an alternating anaerobic/aerobic sequencing batch reactor. Bioresour. Technol. 2012, 110, 125–129. [Google Scholar] [CrossRef] [PubMed]
  102. Isanta, E.; Suárez-Ojeda, M.E.; del Río, Á.V.; Morales, N. Long term operation of a granular sequencing batch reactor at pilot scale treating a low-strength wastewater. Chem. Eng. J. 2012, 198–199, 163–170. [Google Scholar] [CrossRef]
  103. Wei, D.; Qiao, Z.; Zhang, Y.; Hao, L.; Si, W.; Du, B.; Wei, Q. Effect of COD/N ratio on cultivation of aerobic granular sludge in a pilot scale sequencing batch reactor. Appl. Microbiol. Biotechnol. 2013, 97, 1745–1753. [Google Scholar] [CrossRef] [PubMed]
  104. Qiu, G.; Song, Y.; Zeng, P.; Duan, L.; Xiao, S. Characterization of bacterial communities in hybrid upflow anaerobic sludge blanket (UASB)—Membrane bioreactor (MBR) process for berberine antibiotic wastewater treatment. Bioresour. Technol. 2013, 142, 52–62. [Google Scholar] [CrossRef] [PubMed]
  105. Morales, N.; Figueroa, M.; Fra-Vázquez, A.; del Río, A.V.; Campos, J.L.; Mosquera-Corral, A.; Méndez, R. Operation of an aerobic granular pilot scale SBR plant to treat swine slurry. Process Biochem. 2013, 48, 1216–1221. [Google Scholar] [CrossRef]
  106. Yang, S.F.; Zhang, J.J.; Zou, G.L.; Du, Z.L. Formation and characterization of aerobic granules in a pilot-scale reactor for real wastewater treatment. Environ. Sci. 2014, 35, 1850–1856. (In Chinese) [Google Scholar]
  107. Long, B.; Yang, C.Z.; Pu, W.H.; Yang, J.K.; Jiang, G.S.; Dan, J.F.; Li, C.Y.; Liu, F.B. Rapid cultivation of aerobic granular sludge in a pilot scale sequencing batch reactor. Bioresour. Technol. 2014, 166, 57–63. [Google Scholar] [CrossRef] [PubMed]
  108. Ding, L.B.; Ma, J.J.; Li, J.; Chen, T.; Zhou, Y.N.; Xie, K.; Huang, G.X. Evaluation of operation efficiency of pilot-scale SBR with aerobic granular sludge. China Water Wastewater 2014, 30, 87–90. (In Chinese) [Google Scholar]
  109. Rocktäschel, T.; Klarmann, C.; Ochoa, J.; Boisson, P.; Sørensen, K.; Horn, H. Influence of the granulation grade on the concentration of suspended solids in the effluent of a pilot scale sequencing batch reactor operated with aerobic granular sludge. Sep. Purif. Technol. 2015, 142, 234–241. [Google Scholar] [CrossRef]
  110. de Kreuk, M.K. Aerobic Granular Sludge: Scaling up a New Technology. Ph.D. Thesis, Delft University of Technology, Delft, The Netherlands, 2006. [Google Scholar]
  111. Sajjad, M.; Kim, I.S.; Kim, K.S. Development of a novel process to mitigate membrane fouling in a continuous sludge system by seeding aerobic granules at pilot plant. J. Membr. Sci. 2016, 497, 90–98. [Google Scholar] [CrossRef]
  112. Guimarães, L.B.; Mezzari, M.P.; Daudt, G.C.; da Costa, R.H. Microbial pathways of nitrogen removal in aerobic granular sludge treating domestic wastewater. J. Chem. Technol. Biotechnol. 2017, 92, 1756–1765. [Google Scholar] [CrossRef]
  113. Sun, Y.; Angelotti, B.; Wang, Z.W. Continuous-flow aerobic granulation in plug-flow bioreactors fed with real domestic wastewater. Sci. Total Environ. 2019, 688, 762–770. [Google Scholar] [CrossRef] [PubMed]
  114. Miyake, M.; Hasebe, Y.; Furusawa, K.; Shiomi, H.; Inoue, D.; Ike, M. Enhancement of nutrient removal in an activated sludge process using aerobic granular sludge augmentation strategy with ammonium-based aeration control. Chemosphere 2023, 340, 139826. [Google Scholar] [CrossRef]
  115. Zhao, K.; Zhang, T.; Tian, Y.; Li, H.; Wan, J.; Wang, Y. Efficient partial nitrification with hybrid nitrifying granular sludge based on a simultaneous fill/draw SBR mode. Chemosphere 2023, 313, 137579. [Google Scholar] [CrossRef] [PubMed]
  116. RHDHV. Available online: https://www.royalhaskoningdhv.com/en-gb/nereda/nereda-plants (accessed on 30 December 2023).
  117. Sepúlveda-Mardones, M.; Campos, J.L.; Magrí, A.; Vidal, G. Moving forward in the use of aerobic granular sludge for municipal wastewater treatment: An overview. Rev. Environ. Sci. Bio/Technol. 2019, 18, 741–769. [Google Scholar] [CrossRef]
  118. Regmi, P.; Sturm, B.; Hiripitiyage, D.; Keller, N.; Murthy, S.; Jimenez, J. Combining continuous flow aerobic granulation using an external selector and carbon-efficient nutrient removal with AvN control in a full-scale simultaneous nitrification-denitrification process. Water Res. 2022, 210, 117991. [Google Scholar] [CrossRef] [PubMed]
  119. Yu, C.; Wang, K.; Zhang, K.; Liu, R.; Zheng, P. Full-scale upgrade activated sludge to continuous-flow aerobic granular sludge: Implementing microaerobic-aerobic configuration with internal separators. Water Res. 2024, 248, 120870. [Google Scholar] [CrossRef] [PubMed]
Figure 1. The development of aerobic granulation technology in SBR.
Figure 1. The development of aerobic granulation technology in SBR.
Processes 12 00707 g001
Figure 2. The development of aerobic granulation technology in continuous-flow reactors.
Figure 2. The development of aerobic granulation technology in continuous-flow reactors.
Processes 12 00707 g002
Table 1. The proposed mechanism of aerobic granulation.
Table 1. The proposed mechanism of aerobic granulation.
YearResearcherThe Proposed MechanismReference
1999Beun et al.(1) Aerobic granulation started with fungi. (2) Fungi easily formed pellets. When the pellets grew up and lysed, (3) the pellets broke apart, and only the adequately dense colonies were able to settle successfully. (4) As time progressed, these colonies expanded and transformed into newly formed granules.[8]
2001Tay et al.With the condition of sequential operation, aerobic granules originate from seed sludge, progress to compact aggregates, then develop into granular sludge, and ultimately evolve into mature granules.[23]
2002Liu and Tay(1) Cells moving randomly and colliding; (2) cells moving randomly and colliding; (3) continued irreversible clustering and expansion within the matrix of extracellular polymeric substances (EPSs); and (4) the formation of shape and structure, influenced by shear forces.[24]
2004Liu et al.Hydraulic pressure is a key factor in the formation of biogranules, whereas the hydrophobicity of cells markedly contributes to the development of granules. Furthermore, the formation of aerobic granules results from the combined efforts of different functional groups and their interactions with the ambient environment.[25]
2010Barr et al.(1) A single microbial colony can gradually expand to form compact and smooth granules. (2) The aggregation of multiple independent microbial colonies can lead to the formation of relatively loose granules.[26]
2015Wu et al.Under continuous flow conditions, the formation of aerobic granules is critically dependent on two key factors: a high organic loading rate and intense selection pressure.[27]
2022Edward et al.(1) Selection of microorganisms, (2) targeted substrate utilization, (3) enhancing substrate transport into the biofilm, (4) specific feeding strategies, (5) substrates that either form or do not form particles, (6) breakdown of granules.[28]
Table 2. The characteristic data about aerobic granular sludge.
Table 2. The characteristic data about aerobic granular sludge.
ReactorDiameter (mm)SVI
(mL g−1)
MLSS
(g L−1)
Specific GravitySettling Velocity
(m h−1)
SubstrateReference
SBR0.6–1.430–4051.02122–60Synthetic wastewater with sodium acetate as the main carbon source, COD: 500 mg L−1[41]
SBAR0.3–3 7–10--Influence synthetic wastewater with an acetate concentration of
18.3 Cmmol L-1
[42]
SBR0.3–0.580–100---Acetate[9]
SBR217221.0038-Phenol[43]
SBR2.8737.91.0068-Phenol with Ca2+[43]
CFR system with baffled bubble column0.2–233.52.8–5.8--Synthetic wastewater with sodium acetate as the main carbon source, COD:1500 mg L−1[44]
CFR system with multiple serial chambers0.13433.0--Municipal (30%) and industrial (70%) wastewater[45]
CFR system with MBR0.1–1.025–4010-15–25Synthetic wastewater with glucose as the main carbon source, COD: 100–300 mg L−1[46]
Table 3. The list of pilot-scale aerobic granulation processes.
Table 3. The list of pilot-scale aerobic granulation processes.
YearReactorWorking Volume
(m3)
Inoculation SludgeInfluenceFlow PatternMLSS
(g/L)
Diameter of Granules (mm)SVI (mL/g)Reference
2003SBR1.5Sludge from municipal wastewater treatment plantSewageIntermittent flow9–10>0.660[90]
2010SBR0.03Sludge from municipal wastewater treatment plant, MLSS: 2 g L−1, SVI: 145 mL g−140% sewage + 60% industrial wastewater, COD: 360–1832 mg L−1, NH4+-N: 37.5–108.5 mg L−1Intermittent flow200.830[91,92]
2010SBR0.226Sludge from municipal wastewater treatment plant, MLSS: 2.6 g L−1, SVI: 120–160 mL g−1Municipal wastewater, COD: 91.3–157.1 mg L−1, NH4+-N: 39.4–68.2 mg L−1Intermittent flow4.02.4545–55[93]
2010SBR6.0Activated sludge, MLSS: 3.0 g L−1Municipal wastewater, COD: 200–350 mg L−1, NH4+-N: 15–40 mg L−1Intermittent flow8.00.3330[94]
2010SBR1.0Sludge from municipal wastewater treatment plant,
MLSS: 5.0–7.0 g L−1, SVI: 75 mL g−1
Municipal wastewater, COD: 100–400 mg L−1, NH4+-N: 10–40 mg L−1Intermittent flow8.00.840[95]
2011SBR0.032Sludge from municipal wastewater treatment plant, MLSS: 2.6 g L−1, SVI: 180 mL g−140% sewage + 60% industrial wastewater, COD: 250–1800 mg L−1, NH4+-N: 39–93 mg L−1Intermittent flow7.0–9.01.97625–85[96]
2011SBR0.1Sludge from municipal wastewater treatment plant, MLSS: 3.7g L−1, SVI: 190 mL g−1The synthetic wastewater (acetate)Intermittent flow3.53.5-[97]
2011SBR5.95Sludge from municipal wastewater treatment plant, MLSS of 2.7 g L−1Sewage with industrial wastewater, COD: 271–1839 mg L−1, NH4+-N: 16.98–214 mg L−1Intermittent flow2.236-65.02[98]
2012SBR1.47Sludge from soy protein wastewater treatment plant with SVI of 125.6 mL g−1Soy protein wastewater anaerobic digest effluent with COD of 800–1800 mg L−1, NH4+-N of 80–160 mg L−1Intermittent flow-0.5–1.0-[99]
2012SBR0.085Anaerobic digest sludge, MLSS of 20 g L−1Sewage with COD of 200–320 mg L−1, TN of 38–55 mg L−1Intermittent flow5.90.7520–35[100]
2012SBR0.1-The synthetic wastewater (Sodium acetate) with COD of 400 mg L−1, NH4+-N of 40 mg L−1Intermittent flow12±42.413±6[101]
2013SBR1.47Activated sludge with MLSS of 2.8 g L−1, SVI of 105.51 mL g−1Soy protein wastewater anaerobic digest effluent with COD of 700–2400 mg L−1, NH4+-N of 200 mg L−1Intermittent flow7.021.2–2.042.99[102]
2013MBR0.06Sludge from pharmaceutical wastewater treatment plantBerberine wastewater with COD of 1717–4393 mg L−1, NH4+-N of 91.8–158.7 mg L−1Continuous flow7.00.1–1.090[103]
2013SBR0.1Sludge from municipal wastewater treatment plantSwine wastewaterIntermittent flow11–132.0–2.8-[104]
2014SBR3.5Sludge from municipal wastewater treatment plant with MLSS of 4.581 g L−1Municipal wastewater, COD of 100–450 mg L−1, NH4+-N of 20–30 mg L−1Intermittent flow1.21.0-[105]
2014SBR0.105Sludge cultivated in lab with MLSS of 3.0 g L−1The synthetic wastewater (Sodium acetate) with COD of 8000 mg L−1Intermittent flow5.01.5880[106]
2014SBR20Activated sludge with MLSS of 3.8 g/L, SVI of 78 mL g−130% sewage + 70% industrial wastewater with COD of 500–1000 mg L−1, NH4+-N of 30–80 mg L−1Intermittent flow8.550.338[107]
2015SBR4Sludge from enhanced biological phosphorus removal treatmentSewage with Sodium acetateintermittent flow121.1-[108]
2016SBR1.5Activated sludgeSewageintermittent flow9–10>0.660[109]
2016MBR14Sludge from municipal wastewater treatment plant with SVI of 210 mL g−1Municipal wastewater, COD of 300 ± 25 mg L−1, TN of 30 ± 5 mg L−1intermittent flow70.230[110]
2017SBR0.098Sludge from municipal wastewater treatment plant with VSS of 3.2 g/L, SVI of 220.2 mL g−1Sewage with COD of 150–450 mg L−1, NH4+-N of 36–68 mg L−1intermittent flow-0.2967[111]
2017SBR0.16Sludge from municipal wastewater treatment plant with MLSS of 6.5 g L−1Municipal wastewater, COD of 300 mg L−1, NH4+-N of 43–52 mg L−1intermittent flow12.191.26921.31[112]
2019CSTR0.128Activated sludge with 4.284 g L−1Sewage, COD of 200–400 mg L−1, NH4+-N 0f 10–35 mg L−1, TN of 30–55 mg L−1 and TP of 1–5 mg L−1Continuous flow4.1–5.83.464[113]
2022RFBR Activated sludge-Continuous flow1.3-43[18]
2023SFD-SBRSidestream reactor: 1.4 m3, mainstream reactor: 14 m3Sludge from municipal wastewater treatment plantThe municipal wastewater, TOC of 48–59
mg L−1
Continuous flow3-80[114]
2023CFR0.2Sludge from municipal wastewater treatment plant with MLSS of 2.5 g L−1The municipal wastewater, COD of 161–1145
mg L−1; TN of 14–103 mg L−1 and TP of 2.5–19 mg L−1
Continuous flow6.10.5–1.040[115]
Table 4. The list of full-scale continuous-flow aerobic granulation processes.
Table 4. The list of full-scale continuous-flow aerobic granulation processes.
YearLocationNameGranulation StrategyReactor TypeWastewater Treatment Plant Capacity (m3/d)Inoculation SludgeInfluenceMLSS
(g/L)
Diameter of Granules (mm)SVI (mL/g)Reference
2008South AfricaGansbaai WWTPSBR
(Nereda)
Column 4000Activated Sludge Sewage, COD: 1265 mg L−1, NH4+-N: 175 mg L−1, TP: 19 mg L−1---[117]
2010Zhejiang ProvinceYancang WWTPSBRColumn 50,000Activated Sludge70% industrial wastewater + 30%municipal wastewater, COD: 200–700 mg L−1, NH4+-N: 28–40 mg L−1, TP: 2–4 mg L−1-0.547[13]
2013The NetherlandsGarmerwoldeSBR
(Nereda)
Column 13,000Activated SludgeSewage, COD: 146–715 mg L−1, NH4+-N: 13.4–56.5 mg L−1, TN: 14–81 mg L−1, TP: 1.9–9.7 mg L−18.5135[117]
2014PortugalFrielas WWTPSBR
(Nereda)
Column 70,000Activated SludgeSewage6–8-40[117]
2022The James R. Dilorio Water Recla
mation Facility
Colorado, USAHydrocyclone-based wasting helped improve settling characteristicsSeveral tanks60,000Sludge from municipal wastewater treatment plantSewage2.2>0.283[118]
2024WWTP in Hebei province, ChinaA novel microaerobic–aerobic configuration with internal separatorsSeveral tanks25,000Sludge form Municipal wastewater treatment plant 30% sewage + 70% industrial wastewater, COD: 200–700 mg L−1, NH4+-N: 28–40 mg L−1200.138, granules larger than 200 μm constituting 28.9%51.4[119]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Zeng, P.; Liu, Y.-Q.; Li, J.; Liao, M. The Aerobic Granules Process for Wastewater Treatment: From Theory to Engineering. Processes 2024, 12, 707. https://doi.org/10.3390/pr12040707

AMA Style

Zeng P, Liu Y-Q, Li J, Liao M. The Aerobic Granules Process for Wastewater Treatment: From Theory to Engineering. Processes. 2024; 12(4):707. https://doi.org/10.3390/pr12040707

Chicago/Turabian Style

Zeng, Ping, Yong-Qiang Liu, Juan Li, and Miao Liao. 2024. "The Aerobic Granules Process for Wastewater Treatment: From Theory to Engineering" Processes 12, no. 4: 707. https://doi.org/10.3390/pr12040707

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop