
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.
Response of aerobic granular sludge to organic loading rate under micro-electric stimulation environment
● 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. |
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.
Biological treatment technology / Aerobic granular sludge / Organic loading rate / Microbial community structure / Metabolism function
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[6] |
Frølund B, Griebe T, Nielsen P H. (1995). Enzymatic activity in the activated-sludge floc matrix. Applied Microbiology and Biotechnology, 43: 755–761
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[28] |
Nancharaiah Y V, Reddy G K K. (2018). Aerobic granular sludge technology: mechanisms of granulation and biotechnological applications. Bioresource Technology, 247: 1128–1143
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[36] |
Wei D, Li M, Wang X, Han F, Li L, Guo J, Ai L, Fang L, Liu L, Du B.
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
[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
CrossRef
Google scholar
|
/
〈 |
|
〉 |