Response of aerobic granular sludge to organic loading rate under micro-electric stimulation environment

Yabin Li , Lanlan Qin , Xiran Li , Xiaolong Tang , Xia Zhao , Xiaoning Jia , Xiuqin Kong

Front. Environ. Sci. Eng. ›› 2025, Vol. 19 ›› Issue (5) : 64

PDF (8002KB)
Front. Environ. Sci. Eng. ›› 2025, Vol. 19 ›› Issue (5) : 64 DOI: 10.1007/s11783-025-1984-9
RESEARCH ARTICLE

Response of aerobic granular sludge to organic loading rate under micro-electric stimulation environment

Author information +
History +
PDF (8002KB)

Abstract

Aerobic granular sludge (AGS) is a neoteric wastewater treatment technology. The organic loading rate (OLR) exhibits a critical effect on the AGS formation process. The special role of OLR on AGS is rarely established, especially in a complicated environment. This work explored the influence of OLR on the AGS system under a micro-electric stimulation environment. The dynamic OLR affected the behaviors of AGS and reactor performance. AGS cultured under a dynamic OLR environment showed a more compact structure and the AGS system displayed an excellent capacity in removing pollutants. The stable texture of AGS is related to the extracellular polymeric substance (EPS). The main constitutions of EPS include tryptophan protein, tyrosine protein, humic acid-like substance, and fulvic acid-like substance. The OLR-varied environment may provide a selective condition, impacting the microbial population. The prevail bacteria were Allorhizobium-Neorhizobium-Pararhizobium-Rhizobium (21.98%), Lactococcus (23.93%), and Chryseobacterium (5.58%) in OLR-varied AGS system. The evolution of the microbial population induced the change in bacterial community functions, such as carbohydrate metabolism, replication and repair, and membrane transport functions. This work provides valuable insights into the OLR on AGS processes, helping to the stability of AGS-based systems.

Graphical abstract

Keywords

Biological treatment technology / Aerobic granular sludge / Organic loading rate / Microbial community structure / Metabolism function

Highlight

● The role of OLR on AGS under a complicated environment is rarely established.

● The dynamic OLR affected the behaviors of AGS and reactor performance.

● The variation of EPS content and constitutions was revealed.

● The main function microbes under the OLR-varied condition were identified.

Cite this article

Download citation ▾
Yabin Li, Lanlan Qin, Xiran Li, Xiaolong Tang, Xia Zhao, Xiaoning Jia, Xiuqin Kong. Response of aerobic granular sludge to organic loading rate under micro-electric stimulation environment. Front. Environ. Sci. Eng., 2025, 19(5): 64 DOI:10.1007/s11783-025-1984-9

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Barrios-Hernández M L, Bettinelli C, Mora-Cabrera K, Vanegas-Camero M-C, Garcia H, van de Vossenberg J, Prats D, Brdjanovic D, van Loosdrecht M C M, Hooijmans C M. (2021). Unravelling the removal mechanisms of bacterial and viral surrogates in aerobic granular sludge systems. Water Research, 195: 116992

[2]

Cao T, Yang Y, Li X, Liu L, Fei X, Zhao Y, Zhang L, Lu Y, Zhou D. (2024). In-situ rapid cultivation of aerobic granular sludge in A/O bioreactor by using Ca(ClO)2 pretreating sludge. Bioresource Technology, 410: 131278

[3]

Chen R, Shuai J, Xie Y, Wang B, Hu X, Guo W, Lyu W, Zhou D, Mosa A, Wang H. (2022). Aerobic granulation and microbial community succession in sequencing batch reactors treating the low strength wastewater: the dual effects of weak magnetic field and exogenous signal molecule. Chemosphere, 309: 136762

[4]

Cheng L, Wei M, Hu Q, Li B, Li B, Wang W, Abudi Z N, Hu Z. (2023). Aerobic granular sludge formation and stability in enhanced biological phosphorus removal system under antibiotics pressure: performance, granulation mechanism, and microbial successions. Journal of Hazardous Materials, 454: 131472

[5]

de Sousa Rollemberg S L, Mendes Barros A R, Milen Firmino P I, Bezerra dos Santos A. (2018). Aerobic granular sludge: cultivation parameters and removal mechanisms. Bioresource Technology, 270: 678–688

[6]

Frølund B, Griebe T, Nielsen P H. (1995). Enzymatic activity in the activated-sludge floc matrix. Applied Microbiology and Biotechnology, 43: 755–761

[7]

Guo T, Yao X, Wu K, Guo A, Yao Y. (2024). Response of the rhizosphere soil microbial diversity to different nitrogen and phosphorus application rates in a hulless barley and pea mixed-cropping system. Applied Soil Ecology, 195: 105262

[8]

Guo Y, Zhang B, Zhang Z, Shi W, Zhang R, Cheng J, Li W, Cui F. (2019). Enhanced aerobic granulation by applying the low-intensity direct current electric field via reactive iron anode. Water Research, 149: 159–168

[9]

Hamza R A, Iorhemen O T, Zaghloul M S, Tay J H. (2018). Rapid formation and characterization of aerobic granules in pilot-scale sequential batch reactor for high-strength organic wastewater treatment. Journal of Water Process Engineering, 22: 27–33

[10]

Han F, Zhang M, Liu Z, Han Y, Li Q, Zhou W. (2021). Enhancing robustness of halophilic aerobic granule sludge by granular activated carbon at decreasing temperature. Chemosphere, 292: 133507

[11]

He Q, Wang H, Chen L, Gao S, Zhang W, Song J, Yu J. (2020a). Elevated salinity deteriorated enhanced biological phosphorus removal in an aerobic granular sludge sequencing batch reactor performing simultaneous nitrification, denitrification and phosphorus removal. Journal of Hazardous Materials, 390: 121782

[12]

He Q, Wang H, Chen L, Gao S, Zhang W, Song J, Yu J. (2020b). Robustness of an aerobic granular sludge sequencing batch reactor for low strength and salinity wastewater treatment at ambient to winter temperatures. Journal of Hazardous Materials, 384: 121454

[13]

He Q, Yan X, Xie Z, Xu P, Fu Z, Li J, Liu L, Bi P, Xu B, Ma J. (2023). Advanced low-strength wastewater treatment, side-stream phosphorus recovery, and in situ sludge reduction with aerobic granular sludge. Bioresource Technology, 386: 129574

[14]

Jiang Y, Li C, Hou Z, Shi X, Zhang X, Gao Y, Deng S H. (2023). Pollutants removal and connections among sludge properties, metabolism potential and microbial characteristics in aerobic granular sequencing batch reactor for petrochemical wastewater treatment. Journal of Environmental Management, 344: 118715

[15]

Kedves A, Sánta L, Balázs M, Kesserű P, Kiss I, Rónavári A, Kónya Z. (2019). Chronic responses of aerobic granules to the presence of graphene oxide in sequencing batch reactors. Journal of Hazardous Materials, 389: 121905

[16]

Li N, Quan X, Zhuo M, Zhang X, Quan Y, Liang P. (2022). Enhancing methanogenesis of anaerobic granular sludge by incorporating Fe/Fe oxides nanoparticles aided with biofilm disassembly agents and mediating redox activity of extracellular polymer substances. Water Research, 216: 118293

[17]

Li Y, Guo M, Kong X, Jia X, Zhao X. (2024). Coupling micro-electric field into aerobic granular sludge system for sulfadiazine abatement: performance, mechanism, toxicity, and microbial characteristics. Chemical Engineering Journal, 483: 149258

[18]

Li Z, Wan C, Liu X, Wang L, Lee D J. (2021). Understanding of the mechanism of extracellular polymeric substances of aerobic granular sludge against tetracycline from the perspective of fluorescence properties. Science of the Total Environment, 756: 144054

[19]

Liu J, Han X, Zhu X, Li J, Zhong D, Wei L, Liang H. (2023d). A systemic evaluation of aerobic granular sludge among granulation, operation, storage, and reactivation processes in an SBR. Environmental Research, 235: 116594

[20]

Liu W, Xiang P, Ji Y, Chen Z, Lei Z, Huang W, Huang W, Liu D. (2023a). Response of viable bacteria to antibiotics in aerobic granular sludge: resistance mechanisms and behaviors, bacterial communities, and driving factors. Water Research, 245: 120656

[21]

Liu Z, Duan Y, Hou Y, Zhang S, Wang J, Gao M, Zhang A, Liu Y. (2024a). Evaluating the role of carbon sources on the development of algal-bacterial granular sludge: from sludge characteristics, extracellular polymer properties, quorum sensing, and microbial communities. Journal of Cleaner Production, 451: 142163

[22]

Liu Z, Liu J, Zhao Y, Zhang S, Gao M, Wang J, Zhang A, Zhang T, Liu Y. (2023b). Understanding the effects of algae growth on algae-bacterial granular sludge formation: from sludge characteristics, extracellular polymeric substances, and microbial community. Journal of Cleaner Production, 410: 137327

[23]

Liu Z, Yang R, Zhang D, Wang J, Gao M, Zhang A, Liu W, Liu Y. (2023c). Insight into the effect of particulate organic matter on sludge granulation at the low organic load: sludge characteristics, extracellular polymeric substances and microbial communities response. Bioresource Technology, 388: 129791

[24]

Liu Z, Zhang D, Yang R, Wang J, Duan Y, Gao M, Wang J, Zhang A, Liu Y, Li Z. (2024b). Changes and stage disparity of aerobic sludge granulation with increasing organic load rate under low organotrophic conditions. Journal of Cleaner Production, 450: 141937

[25]

Lv J, Wang Y, Zhong C, Li Y, Hao W, Zhu J. (2014). The effect of quorum sensing and extracellular proteins on the microbial attachment of aerobic granular activated sludge. Bioresource Technology, 152: 53–58

[26]

Lyu W, Song Q, Shi J, Wang H, Wang B, Hu X. (2021). Weak magnetic field affected microbial communities and function in the A/O/A sequencing batch reactors for enhanced aerobic granulation. Separation and Purification Technology, 266: 118537

[27]

Mills S, Trego A C, Prevedello M, De Vrieze J, O’Flaherty V, Lens P N L, Collins G. (2024). Unifying concepts in methanogenic, aerobic, and anammox sludge granulation. Environmental Science and Ecotechnology, 17: 100310

[28]

Nancharaiah Y V, Reddy G K K. (2018). Aerobic granular sludge technology: mechanisms of granulation and biotechnological applications. Bioresource Technology, 247: 1128–1143

[29]

Ni B J, Xie W M, Liu S G, Yu H, Wang Y, Wang G, Dai X. (2009). Granulation of activated sludge in a pilot-scale sequencing batch reactor for the treatment of low-strength municipal wastewater. Water Research, 43(3): 751–761

[30]

Pan Y, Sun R Z, Wang Y, Chen G L, Fu Y Y, Yu H Q. (2023). Carbon source shaped microbial ecology, metabolism and performance in denitrification systems. Water Research, 243: 120330

[31]

Peyong Y N, Zhou Y, Abdullah A Z, Vadivelu V M. (2012). The effect of organic loading rates and nitrogenous compounds on the aerobic granules developed using low strength wastewater. Biochemical Engineering Journal, 67: 52–59

[32]

Pishgar R, Dominic J A, Tay J H, Chu A. (2020). Pilot-scale investigation on nutrient removal characteristics of mineral-rich aerobic granular sludge: identification of uncommon mechanisms. Water Research, 168: 115151

[33]

Ren X, Chen Y, Guo L, She Z, Gao M, Zhao Y G, Shao M. (2018). The influence of Fe2+, Fe3+, and magnet powder (Fe3O4) on aerobic granulation and their mechanisms. Ecotoxicology and Environmental Safety, 164: 1–11

[34]

Shuai J, Hu X, Wang B, Lyu W, Chen R, Guo W, Wang H, Zhou D. (2021). Response of aerobic sludge to AHL-mediated QS: granulation, simultaneous nitrogen and phosphorus removal performance. Chinese Chemical Letters, 32(11): 3402–3409

[35]

Wang Y, Geng M, Jia H, Cui J, Zhang M, Zhao Y, Wang J. (2024). Removal of antibiotic resistant bacteria and antibiotic resistance genes: a bibliometric review. Frontiers of Environmental Science & Engineering, 18: 146

[36]

Wei D, Li M, Wang X, Han F, Li L, Guo J, Ai L, Fang L, Liu L, Du B. . (2016). Extracellular polymeric substances for Zn(II) binding during its sorption process onto aerobic granular sludge. Journal of Hazardous Materials, 301: 407–415

[37]

Wu X, Li H, Wang M, Zhang T, Li J, Liu Y. (2024). Resistance to salt stresses by aerobic granular sludge: sludge property and microbial community. Frontiers of Environmental Science & Engineering, 18(8): 101

[38]

Xi H, Zhou X, Arslan M, Luo Z, Wei J, Wu Z, Gamal El-Din M. (2022). Heterotrophic nitrification and aerobic denitrification process: promising but a long way to go in the wastewater treatment. Science of the Total Environment, 805: 150212

[39]

Xia Z, Jiang Z, Zhang T, Liu B, Jia M, Liu G, Qi L, Wang H. (2024). Effects of sludge retention time (SRT) on nitrogen and phosphorus removal and the microbial community in an ultrashort-SRT activated sludge system. Environmental Research, 240: 117510

[40]

Xu R, Cao J, Feng G, Luo J, Feng G, Luo J, Feng Q, Ni B, Fang F. (2022). Fast identification of fluorescent components in three-dimensional excitation-emission matrix fluorescence spectra via deep learning. Chemical Engineering Journal, 430: 132893

[41]

Yang Y, Peng Y, Cheng J, Zhang S, Liu C, Zhang L. (2023). A novel two-stage aerobic granular sludge system for simultaneous nutrient removal from municipal wastewater with low C/N ratios. Chemical Engineering Journal, 462: 142318

[42]

Nancharaiah Y, Sarvajith M, Mohan T. (2023). Pilot-scale aerobic granular sludge reactors with granular activated carbon for effective nitrogen and phosphorus removal from domestic wastewater. Science of the Total Environment, 894: 164822

[43]

Yuan Q, Gong H, Xi H, Wang K. (2020). Aerobic granular sludge formation based on substrate availability: effects of flow pattern and fermentation pretreatment. Frontiers of Environmental Science & Engineering, 14: 49

[44]

Zhang B, Li W, Guo Y, Zhang Z, Shi W, Cui F, Lens P N L, Tay J H. (2020). A sustainable strategy for effective regulation of aerobic granulation: augmentation of the signaling molecule content by cultivating AHL-producing strains. Water Research, 169: 115193

[45]

Zhang C, Luo X, Deng Y, Deng Z, Xu R, Amer M A, Ali E A E, Jiang J, Chen H. (2024). Insights into enhanced pollutant removal from road runoff by functional microorganisms in a field-scale bioretention facility. Journal of Water Process Engineering, 62: 105294

[46]

Zhang W, Tang M, Yang P, Wang D. (2020). Micro-interfacial mechanisms on sludge dewaterability enhancement using cerium chloride for preparation of carbon-based functional material. Journal of Hazardous Materials, 386: 121930

[47]

Zhang Z, Yu Z, Dong J, Wang Z, Ma K, Xu X, Alvarezc P, Zhu L. (2018). Stability of aerobic granular sludge under condition of low influent C/N ratio: correlation of sludge property and functional microorganism. Bioresource Technology, 270: 391–399

[48]

Zhang Z, Yu Z, Wang Z, Ma K, Xu X, Alvarezc P, Zhu L. (2019a). Understanding of aerobic sludge granulation enhanced by sludge retention time in the aspect of quorum sensing. Bioresource Technology, 272: 226–234

[49]

Zhu Y M, Ji H, Ren H, Geng J, Xu K. (2021). Enhancement of static magnetic field on nitrogen removal at different ammonium concentrations in a sequencing batch reactor: performance and biological mechanism. Chemosphere, 268: 128794

RIGHTS & PERMISSIONS

Higher Education Press 2025

AI Summary AI Mindmap
PDF (8002KB)

Supplementary files

FSE-25019-OF-LYB_suppl_1

795

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/