Skip to main content
Log in

Characterization of sludge reduction and bacterial community dynamics in a pilot-scale multi-stage digester system with prolonged sludge retention time

  • Research Paper
  • Published:
Bioprocess and Biosystems Engineering Aims and scope Submit manuscript

Abstract

Sludge reduction performance and bacterial community dynamics in a pilot-scale multi-stage digester system with prolonged sludge retention time were characterized. Throughout the operation period of 281 days, the total loading sludge and the total digested sludge were 4700 and 3300 kg-MLSS. After 114 days of operation, the residual MLSS (RMLSS) in the reactors for sludge treatment was maintained at 18–25 kg-RMLSS m−3, and the sludge reduction efficiency achieved 95% under the F/M ratio (kg-loading MLSS kg-RMLSS−1) of less than 0.018. Also, among the sludge components, both fixed suspended solids and volatile suspended solids were reduced. Based on the sludge reduction performance and the RNA-based bacterial community characteristics, the combined action of the maintenance metabolism, lysis–cryptic growth, and particulate inorganic matter is proposed as the sludge reduction mechanism in the multi-stage sludge treatment process.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Pérez-Rodrígueza M, Canob A, Durána U, Barriosa JA (2019) Solubilization of organic matter by electrochemical treatment of sludge: influence of operating conditions. J Environ Manag 236:317–322

    Article  CAS  Google Scholar 

  2. Zhang Q, Hu J, Lee DJ, Chang Y, Lee YJ (2017) Sludge treatment: current research trends. Bioresour Technol 243:1159–1172

    Article  CAS  PubMed  Google Scholar 

  3. Wang Z, Yu H, Ma J, Zheng X, Wu Z (2013) Recent advances in membrane bio-technologies for sludge reduction and treatment. Biotechnol Adv 31:1187–1199

    Article  CAS  PubMed  Google Scholar 

  4. Jiang LM, Zhou Z, Cheng C, Li J, Huang C, Niu T (2018) Sludge reduction by a micro-aerobic hydrolysis process: a full-scale application and sludge reduction mechanisms. Bioresour Technol 268:684–691

    Article  CAS  PubMed  Google Scholar 

  5. Seo KW, Choi YS, Gu MB, Kwon EE, Tsang YF, Rinklebe J, Park C (2017) Pilot-scale investigation of sludge reduction in aerobic digestion system with endospore-forming bacteria. Chemosphere 186:202–208

    Article  CAS  PubMed  Google Scholar 

  6. Banaei FK, Zinatizadeh AAL, Mesgar M, Salari Z (2013) Dynamic performance analysis and simulation of a full scale activated sludge system treating an industrial wastewater using artificial neural network. Int J Eng Trans A Basics 26:465–472

    CAS  Google Scholar 

  7. Guo W-Q, Yang S-S, Xiang W-S, Wang X-J, Ren N-Q (2013) Minimization of excess sludge production by in-situ activated sludge treatment processes—a comprehensive review. Biotechnol Adv 31:1386–1396

    Article  CAS  PubMed  Google Scholar 

  8. Kim TG, Moon K-E, Yun J, Cho K-S (2013) Comparison of RNA-and DNA-based bacterial communities in a lab-scale methane-degrading biocover. Appl Microbiol Biotechnol 97:171–3181

    Article  CAS  Google Scholar 

  9. Delforno TP, Macedo TZ, Midoux C, Lacerda GV Jr, Rué O, Mariadassou M, Loux V, Varesche MB, Bouchez T, Bize A, Oliveira VM (2019) Comparative metatranscriptomic analysis of anaerobic digesters treating anionic surfactant contaminated wastewater. Sci Total Environ 649:482–494

    Article  CAS  PubMed  Google Scholar 

  10. Xia Y, Yang C, Zhang T (2018) Microbial effects of part-stream low-frequency ultrasonic pretreatment on sludge anaerobic digestion as revealed by high-throughput sequencing-based metagenomics and metatranscriptomics. Biotechnol Biofuels 11:47–60

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  11. Korean Ministry of Environment (2017) Korean Standard Methods for Examinations of Water Quality. Korean Ministry of Environment. Revised in 2017. Seoul, Republic of Korea. https://www.me.go.kr. Accessed 19 Aug 2019

  12. Korean Ministry of Environment (2015) Korean Standard Soil Analysis Method. Korean Ministry of Environment. Seoul, Republic of Korea. https://www.me.go.kr. Accessed 19 Aug 2019

  13. Pollice A, Laera G, Saturno D, Giordano C, Sandulli R (2008) Optimal sludge retention time for a bench scale MBR treating municipal sewage. Water Sci Technol 57:319–322

    Article  CAS  PubMed  Google Scholar 

  14. Yoon S-H, Kim H-S, Yeom I-T (2004) The optimum operational condition of membrane bioreactor (MBR): cost estimation of aeration and sludge treatment. Water Res 38:37–46

    Article  CAS  PubMed  Google Scholar 

  15. Heran M, Wisniewski C, Orantes J, Grasmick A (2008) Measurement of kinetic parameters in a submerged aerobic membrane bioreactor fed on acetate and operated without biomass discharge. Biochem Eng J 38:70–77

    Article  CAS  Google Scholar 

  16. Laera G, Pollice A, Saturno D, Giordano C, Lopez A (2005) Zero net growth in a membrane bioreactor with complete sludge retention. Water Res 39:5241–5249

    Article  CAS  PubMed  Google Scholar 

  17. Rosenberger S, Witzig R, Manz W, Szewzyk U, Kraume M (2000) Operation of different membrane bioreactors: experimental results and physiological state of the microorganisms. Water Sci Technol 41:269–277

    Article  CAS  Google Scholar 

  18. Huang X, Gui P, Qian Y (2001) Effect of sludge retention time on microbial behavior in a submerged membrane bioreactor. Process Biochem 36:1001–1006

    Article  CAS  Google Scholar 

  19. Teck HC, Loong KS, Sun DD, Leckie JO (2009) Influence of a prolonged solid retention time environment on nitrification/denitrification and sludge production in a submerged membrane bioreactor. Desalination 245:28–43

    Article  CAS  Google Scholar 

  20. Sun DD, Khor SL, Hay CT, Leckie JO (2007) Impact of prolonged sludge retention time on the performance of a submerged membrane bioreactor. Desalination 208:101–112

    Article  CAS  Google Scholar 

  21. Lozupone CA, Stombaugh JI, Gordon JI, Jansson JK, Knight R (2012) Diversity, stability and resilience of the human gut microbiota. Nature 489:220–230

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Briones A, Raskin L (2003) Diversity and dynamics of microbial communities in engineered environments and their implications for process stability. Curr Opin Biotech 14:270–276

    Article  CAS  PubMed  Google Scholar 

  23. Kulichevskaya IS, Suzina NE, Rijpstra WIC, Damste JSS, Dedysh SN (2014) Paludibaculum fermentans gen. nov., sp. nov., a facultative anaerobe capable of dissimilatory iron reduction from subdivision 3 of the Acidobacteria. Int J Syst Evol Microbiol 64:2857–2864

    Article  CAS  PubMed  Google Scholar 

  24. Kojima H, Tokizawa R, Fukui M (2014) Mizugakiibacter sediminis gen. nov., sp. nov., isolated from a freshwater lake. Int J Syst Evol Microbiol 64:3983–3987

    Article  PubMed  CAS  Google Scholar 

  25. Yan ZF, Lin P, Wang YS, Gao W, Li CT, Kook MC, Yi TH (2016) Niastellahibisci sp. nov., isolated from rhizosphere soil of Mugunghwa, the Korean national flower. Int J Syst Evol Microbiol 66:5218–5222

    Article  CAS  PubMed  Google Scholar 

  26. Qu Y, Ma Q, Deng J, Shen W, Zhang X, He Z, Nostrand JDV, Zhou J, Zhou J (2015) Responses of microbial communities to single-walled carbon nanotubes in phenol wastewater treatment systems. Environ Sci Technol 49:4627–4635

    Article  CAS  PubMed  Google Scholar 

  27. Lau KW, Ng CY, Ren J, Lau SC, Qian PY, Wong PK, Lau TC, Wu M (2005) Owenweeksia hongkongensis gen. nov., sp. nov., a novel marine bacterium of the phylum ‘Bacteroidetes’. Int J Syst Evol Microbiol 55:1051–1057

    Article  CAS  PubMed  Google Scholar 

  28. Hedaoo M, Gore D, Fadnavis S, Dange M, Soni MA, Kopulwar AP (2018) Bioinformatics approach in speciation of oil degrading uncultured bacterium and its frequency recording. J Pharm Res 12:628–635

    Google Scholar 

  29. Bondoso J, Albuquerque L, Nobre MF, Lobo-da-Cunha A, da Costa MS, Lage OM (2011) Aquisphaera giovannonii gen. nov., sp. nov., a planctomycete isolated from a freshwater aquarium. Int J Syst Evol Microbiol 61:2844–2850

    Article  CAS  PubMed  Google Scholar 

  30. Miller RA, Beno SM, Kent DJ, Carroll LM, Martin NH, Boor KJ, Kovac J (2016) Bacillus wiedmannii sp. nov., a psychrotolerant and cytotoxic Bacillus cereus group species isolated from dairy foods and dairy environments. Int J Syst Evol Microbiol 66:4744–4753

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Zhu J (2000) A review of microbiology in swine manure odor control. Agric Ecosyst Environ 78:93–106

    Article  Google Scholar 

  32. Song YL, Liu CX, McTeague M, Summanen P, Finegold SM (2004) Clostridium bartlettii sp. nov., isolated from human faeces. Anaerobe 10:179–184

    Article  CAS  PubMed  Google Scholar 

  33. Kodama Y, Watanabe K (2011) Rhizomicrobium electricum sp. nov., a facultatively anaerobic, fermentative, prosthecate bacterium isolated from a cellulose-fed microbial fuel cell. Int J Syst Evol Microbiol 61:1781–1785

    Article  CAS  PubMed  Google Scholar 

  34. Osman NI, Yin S (2018) Isolation and characterization of pea plant (Pisum sativum L.) growth-promoting Rhizobacteria. Afr J Microbiol Res 12:820–828

    Article  CAS  Google Scholar 

  35. Illham M, Aurelio S, Abdelaziz S (2013) Solubilization of inorganic phosphate and production of organic acids by bacteria isolated from a Moroccan mineral phosphate deposit. Afr J Microbiol Res 7:626–635

    Google Scholar 

  36. Kim SJ, Ahn JH, Weon HY, Hong SB, Seok SJ, Kim JS, Kwon SW (2015) Chujaibacter soli gen. nov., sp. nov., isolated from soil. J Microbiol 53:592–597

    Article  CAS  PubMed  Google Scholar 

  37. Lee Y-Y, Hong S, Cho K-S (2019) Design and shelf stability assessment of bacterial agents for simultaneous removal of methane and odors. J Environ Sci Health Part A 54:906–913

    Article  CAS  Google Scholar 

  38. Yun J, Jung H, Ryu H-W, Oh K-C, Jeon J-M, Cho K-S (2018) Odor mitigation and bacterial community dynamics in on-site biocovers at a sanitary landfill in South Korea. Environ Res 166:516–528

    Article  CAS  PubMed  Google Scholar 

  39. Gu Q, Wu Q, Zhang J, Guo W, Wu H, Sun M (2016) Community analysis and recovery of phenol-degrading bacteria from drinking water biofilters. Front Microbiol 7:495

    PubMed  PubMed Central  Google Scholar 

  40. Deng L, Ren Y, Wei C (2012) Pyrene degradation by Pseudomonas sp. and Burkholderia sp. enriched from coking wastewater sludge. J Environ Sci Health A 47:1984–1991

    Article  CAS  Google Scholar 

  41. Kristiansen A, Pedersen KH, Nielsen PH, Nielsen LP, Nielsen JL, Schramm A (2011) Bacterial community structure of a full-scale biofilter treating pig house exhaust air. Syst Appl Microbiol 34:344–352

    Article  CAS  PubMed  Google Scholar 

  42. Monot F, Abbad-Andaloussi S, Warzywoda M (2002) Biological culture containing Rhodococcus erythropolis and/or Rhodococcus rhodnii and process for desulfurization of petroleum fraction. US Patent No 6337204

  43. Oldfield C, Pogrebinsky O, Simmonds J, Olson ES, Kulpa CF (1997) Elucidation of the metabolic pathway for dibenzothiophene desulphurization by Rhodococcus sp. strain IGTS8 (ATCC 53968). Microbiology 143:2961–2973

    Article  CAS  PubMed  Google Scholar 

  44. Benning MM, Meyer TE, Holden HM (1996) Molecular structure of a high potential cytochrome c2 isolated from Rhodopila globiformis. Ach Biochem Biophys 333:338–348

    CAS  Google Scholar 

  45. Guo JS, Xu YF (2011) Review of enzymatic sludge hydrolysis. J Bioremed Biodegrad 2:130

    Google Scholar 

Download references

Acknowledgements

This research was supported by the Global Eco Technology Company (Incheon, Republic of Korea).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kyung-Suk Cho.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 61 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yun, J., Ryu, HW., Kim, H.P. et al. Characterization of sludge reduction and bacterial community dynamics in a pilot-scale multi-stage digester system with prolonged sludge retention time. Bioprocess Biosyst Eng 43, 1171–1183 (2020). https://doi.org/10.1007/s00449-020-02312-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00449-020-02312-w

Keywords

Navigation