References

  1. V.G. Gude, Energy and water autarky of wastewater treatment and power generation systems, Renewable Sustainable Energy Rev., 45 (2015) 52–68.
  2. M.A. Khan, H.H. Ngo, W.S. Guo, Y.W. Liu, S.W. Chang, D.D. Nguyen, L.D. Nghiem, H. Liang, Can membrane bioreactor be a smart option for water treatment?, Bioresour. Technol. Rep., 4 (2018) 80–87.
  3. S.J. Judd, The status of industrial and municipal effluent treatment with membrane bioreactor technology, Chem. Eng. J., 305 (2016) 37–45.
  4. A. Santos, W. Ma, S.J. Judd, Membrane bioreactors: two decades of research and implementation, Desalination, 273 (2011) 148–154.
  5. K. Xiao, S. Liang, X.M. Wang, C.S. Chen, X. Huang, Current state and challenges of full-scale membrane bioreactor applications: a critical review, Bioresour. Technol., 271 (2019) 473–481.
  6. P. Lipp, K. Kreißel, S. Meuler, F. Bischof, A. Tiehm, Influencing parameters for the operation of an MBR with respect to the removal of persistent organic pollutants, Desal. Water Treat., 6 (2012) 102–107.
  7. C.C. Li, C. Cabassud, C. Guigui, Evaluation of membrane bioreactor on removal of pharmaceutical micropollutants: a review, Desal. Water Treat., 55 (2015) 845–858.
  8. G. Mannina, A. Cosenza, The fouling phenomenon in membrane bioreactors: assessment of different strategies for energy saving, J. Membr. Sci., 444 (2013) 332–344.
  9. F.G. Meng, S.-R. Chae, A. Drews, M. Kraume, H.-S. Shin, F.L. Yang, Recent advances in membrane bioreactors (MBRs): membrane fouling and membrane material, Water Res., 43 (2009) 1489–1512.
  10. F.G. Meng, S.Q. Zhang, Y.T. Oh, Z.B. Zhou, H.-S. Shin, S.-R. Chae, Fouling in membrane bioreactors: an updated review, Water Res., 114 (2017) 151–180.
  11. P. Krzeminski, L. Leverette, S. Malamis, E. Katsou, Membrane bioreactors – a review on recent developments in energy reduction, fouling control, novel configurations, LCA and market prospects, J. Membr. Sci., 527 (2017) 207–227.
  12. C.W. Suh, S.H. Lee, J.W. Cho, Investigation of the effects of membrane fouling control strategies with the integrated membrane bioreactor model, J. Membr. Sci., 429 (2013) 268–281.
  13. M. Giberti, R.K. Dereli, D. Flynn, E. Case, Predicting wastewater treatment plant performance during aeration demand shifting with a dual-layer reaction settling model, Water Sci. Technol., 81 (2020) 1365–1374.
  14. D. Kirchem, M.Á. Lynch, V. Bertsch, E. Casey, Modelling demand response with process models and energy systems models: potential applications for wastewater treatment within the energy-water nexus, Appl. Energy, 260 (2020) 114321, https://doi.org/10.1016/j.apenergy.2019.114321.
  15. K. Oikonomou, M. Parvania, Deploying Water Treatment Energy Flexibility in Power Distribution Systems Operation, 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), IEEE, Washington, DC, USA, 2020, pp. 1–5.
  16. S. Goli, D. Olsen, A.T. McKane, M.A. Piette, 2008–2010 Research Summary: Analysis of Demand Response Opportunities in California Industry, Lawrence Berkeley National Laboratory, LBNL-5680E, USA, 2011.
  17. J.O. Petinrin, M. Shaaban, Impact of renewable generation on voltage control in distribution systems, Renewable Sustainable Energy Rev., 65 (2016) 770–783.
  18. H. Bitaraf, S. Rahman, Reducing curtailed wind energy through energy storage and demand response, IEEE Trans. Sustainable Energy, 9 (2018) 228–236.
  19. N.B. Brok, T. Munk-Nielsen, H. Madsen, P.A. Stentoft, Unlocking energy flexibility of municipal wastewater aeration using predictive control to exploit price differences in power markets, Appl. Energy, 280 (2020) 115965, https://doi.org/10.1016/j. apenergy.2020.115965.
  20. E. Musabandesu, F. Loge, Load shifting at wastewater treatment plants: a case study for participating as an energy demand resource, J. Cleaner Prod., (2020) 124454, https://doi. org/10.1016/j.jclepro.2020.124454.
  21. Q.P. Liu, R.K. Dereli, D. Flynn, E. Casey, Demand response through reject water scheduling in water resource recovery facilities: a demonstration with BSM2, Water Res., 188 (2021) 116516, https://doi.org/10.1016/j.watres.2020.116516.
  22. T. Maere, B. Verrecht, S. Moerenhout, S. Judd, I. Nopens, BSMMBR: a benchmark simulation model to compare control and operational strategies for membrane bioreactors, Water Res., 45 (2011) 2181–2190.
  23. K.V. Gernaey, U. Jepson, P.A. Vanrolleghem, J.B. Copp, Benchmarking of Control Strategies for Wastewater Treatment Plants, Scientific and Technical Report No. 23, IWA Publishing, London, UK, 2014.
  24. M. Henze, W. Gujer, T. Mino, M. van Loosedrecht, Activated Sludge Models ASM1, ASM2, ASM2d and ASM3, IWA Publishing, London, UK, 2000.
  25. R.K. Dereli, M. Giberti, Q.P. Liu, D. Flynn, E. Casey, Benchmarking leachate co-treatment strategies in municipal wastewater treatment plants under dynamic conditions and energy prices, J. Environ. Manage., 260 (2020) 110129, https:// doi.org/10.1016/j.jenvman.2020.110129.
  26. I. Aymerich, L. Rieger, R. Sobhani, D. Rosso, L. Corominas, The difference between energy consumption and energy cost: modelling energy tariff structures for water resource recovery facilities, Water Res., 81 (2015) 113–123.
  27. S.M.H. Ali, M. Lenzen, F. Sack, M. Yousefzadeh, Electricity generation and demand flexibility in wastewater treatment plants: benefits for 100% renewable electricity grids, Appl. Energy, 268 (2020) 114960, https://doi.org/10.1016/j. apenergy.2020.114960.
  28. S. Gabarrón, M. Dalmau, J. Porro, I. Rodriguez-Roda, J. Comas, Optimization of full-scale membrane bioreactors for wastewater treatment through a model-based approach, Chem. Eng. J., 267 (2015) 34–42.
  29. P. Krzeminski, W. Langhorst, P. Schyns, D. de Vente, R. Van den Broeck, I.Y. Smets, J.F.M. Van Impe, J.H.J.M. van der Graaf, J.B. van Lier, The optimal MBR configuration: Hybrid versus stand-alone — Comparison between three full-scale MBRs treating municipal wastewater, Desalination, 284 (2012) 341–348.
  30. G. Mannina, A. Cosenza, T.F. Rebouças, Aeration control in membrane bioreactor for sustainable environmental footprint, Bioresour. Technol., 301 (2020) 122734, https://doi.org/10.1016/j. biortech.2020.122734.
  31. S. Gabarrón, G. Ferrero, M. Dalmau, J. Comas, I. Rodriguez-Roda, Assessment of energy-saving strategies and operational costs in full-scale membrane bioreactors, J. Environ. Manage., 134 (2014) 8–14.