Araştırma Makalesi
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Simulation of organic matter and nitrogen removal performance in the treatment of low-strength domestic wastewater using the modified Ludzack-Ettinger process with the ASM1 model

Yıl 2025, Cilt: 2 Sayı: 2, 71 - 80, 25.12.2025

Öz

In this paper, a system with low-strength domestic wastewater characteristics was modeled. The system, which was structured according to the continuous flow Modified Ludzack-Ettinger (MLE) process, was simulated using LYNX software based on ASM1 (Activated Sludge Model No. 1). During the modeling process, soluble and particulate biodegradable organic matter (Ss, Xs), nitrogen components (SNH, SND, SNO, XND), inert substances (SI, XI), microbial biomass (XBH, XBA, XP), alkalinity, and COD changes were monitored and evaluated over a 24-hour operating period. According to the results obtained, the system was able to remove 96% of soluble COD and 99.9% of particulate COD. NH₄⁺-N removal was quite high (>95%), but total nitrogen removal remained limited. The results demonstrated that the ASM1 model is an effective tool for simulating biological process behavior and that the MLE process has high potential for organic matter and nitrogen removal in the treatment of low-strength wastewater.

Kaynakça

  • Mulas, M. (2006). Modelling and control of activated sludge processes. Università degli Studi di Cagliari.
  • Gernaey, K. V., van Loosdrecht, M. C., Henze, M., Lind, M., and Jørgensen, S. B. (2004). Activated sludge wastewater treatment plant modelling and simulation: State of the art. Environmental Modelling & Software, 19(9): 763–783.
  • Rieger, L., Gillot, S., Langergraber, G., Ohtsuki, T., Shaw, A., Takacs, I., and Winkler, S. (2012). Guide to using activated sludge models. IWA Publishing.
  • Makinia, J., and Zaborowska, E. (2020). Mathematical modelling and computer simulation of activated sludge systems. IWA Publishing.
  • Henze, M., Gujer, W., Mino, T., and van Loosdrecht, M. C. M. (2000). Activated sludge models ASM1, ASM2, ASM2d, and ASM3. IWA Publishing
  • Wu, X., Yang, Y., Wu, G., Mao, J., and Zhou, T. (2016). Simulation and optimisation of coking wastewater biological treatment process with activated sludge models (ASM). Journal of Environmental Management, 165: 235–242.
  • Savun, B. (2020). On the use of mathematical models for wastewater treatment: A review and analysis of activated sludge models ASM1 and ASM3. İstanbul University.
  • Brdjanovic, D., Meijer, S. C., Lopez-Vazquez, C. M., Hooijmans, C. M., and van Loosdrecht, M. C. (Eds.). (2015). Applications of activated sludge models. IWA Publishing.
  • Van Loosdrecht, M. C. M., Lopez-Vazquez, C. M., Meijer, S. C. F., Hooijmans, C. M., and Brdjanovic, D. (2015). Twenty-five years of ASM1: Past, present, and future of wastewater treatment modelling. Journal of Hydroinformatics, 17(5): 697–718.
  • Makinia, J., and Zaborowska, E. (2019). Mathematical modelling and computer simulation of activated sludge systems. IWA Publishing.
  • Rittmann, B. E., and McCarty, P. L. (2001). Environmental biotechnology: Principles and applications. McGraw-Hill.
  • Droste, R. L., and Gehr, R. (2018). Theory and practice of water and wastewater treatment (2nd ed.). Wiley.
  • Ostace, G. S., Cristea, V. M., and Agachi, P. Ş. (2011). Cost reduction of the wastewater treatment plant operation by MPC based on modified ASM1 with two-step nitrification/denitrification model. Computers & Chemical Engineering, 35(11): 2469–2479.
  • Zhang, Q., Huang, R., Jiang, L., Lu, Z., Wu, G., Lei, J., Liao, S., Liu, G., Li, B., and Wang, J. (2021). Enhancing nitrogen removal and reducing aeration energy for wastewater treatment with intermittent Modified Ludzack-Ettinger process: A field demonstration. Journal of Water Process Engineering, 43: 102303.
  • Al, R., Behera, C. R., Gernaey, K. V., and Sin, G. (2019). Towards development of a decision support tool for conceptual design of wastewater treatment plants using stochastic simulation optimization. In A. Kiss, E. Zondervan, R. Lakerveld, and L. Özkan (Eds.), Proceedings of the 29th European Symposium on Computer Aided Process Engineering (Vol. 46: 325–330). Elsevier.
  • Hauduc, H., Rieger, L., Oehmen, A., Van Loosdrecht, M. C. M., Comeau, Y., Héduit, A., and Gillot, S. (2013). Critical review of activated sludge modeling: State of process knowledge, modeling concepts, and limitations. Biotechnology and Bioengineering, 110(1): 24–46.
  • Hulsbeek, J. J., Kruit, J., Roeleveld, P. J., and van Loosdrecht, M. C. (2002). A practical protocol for dynamic modelling of activated sludge systems. Water Science and Technology, 45(6): 127–136.
  • Demoulin, G., Goronszy, I. C., Wutscher, K., and Forsthuber, E. (1997). Cocurrent nitrification/denitrification and biological P-removal in cyclic activated sludge plants by redox controlled cycle operation. Water Science and Technology, 35(1): 215–224.
  • Evans, R. W. (2012). Implementing an improved activated sludge model into modeling software. Master’s thesis, University of Regina.
  • Chen, G., van Loosdrecht, M. C. M., Ekama, G. A., and Brdjanovic, D. (2020). Biological wastewater treatment: Principles, modelling and design (2nd ed.). IWA Publishing.

Düşük kuvvetli evsel atıksuyun modified Ludzack-Ettinger prosesiyle arıtımında organik madde ve azot giderim performansının ASM1 modeli ile simülasyonu

Yıl 2025, Cilt: 2 Sayı: 2, 71 - 80, 25.12.2025

Öz

Makalede, düşük kuvvetlikte evsel atıksu karakteristiğine sahip bir sistem modellenmiştir. Sürekli akışlı Modifiye Ludzack-Ettinger (MLE) prosesine göre yapılandırılan sistemde, simülasyonlar ASM1 (Activated Sludge Model No.1) esas alınarak LYNX yazılımı ile gerçekleştirilmiştir. Modelleme sürecinde çözünür ve partikül biyolojik olarak parçalanabilir organik maddeler (Ss, Xs), azot bileşenleri (SNH, SND, SNO, XND), inert maddeler (SI, XI), mikroorganizma biyokütlesi (XBH, XBA, XP), alkalinite ve KOİ değişimleri 24 saatlik işletim süresi boyunca izlenmiş ve değerlendirilmiştir. Elde edilen sonuçlara göre, sistem çözünür KOİ’nin %96’sını, partikül KOİ’nin ise %99,9’unu giderebilmiştir. NH₄⁺-N giderimi oldukça yüksek gerçekleşmiş (>%95), ancak toplam azot giderimi sınırlı kalmıştır. Sonuçlar, ASM1 modelinin biyolojik proses davranışlarının simülasyonunda etkili bir araç olduğunu ve düşük kuvvetlikte atıksuların arıtımında MLE prosesinin organik madde ve azot giderimi açısından yüksek potansiyele sahip olduğunu ortaya koymuştur.

Kaynakça

  • Mulas, M. (2006). Modelling and control of activated sludge processes. Università degli Studi di Cagliari.
  • Gernaey, K. V., van Loosdrecht, M. C., Henze, M., Lind, M., and Jørgensen, S. B. (2004). Activated sludge wastewater treatment plant modelling and simulation: State of the art. Environmental Modelling & Software, 19(9): 763–783.
  • Rieger, L., Gillot, S., Langergraber, G., Ohtsuki, T., Shaw, A., Takacs, I., and Winkler, S. (2012). Guide to using activated sludge models. IWA Publishing.
  • Makinia, J., and Zaborowska, E. (2020). Mathematical modelling and computer simulation of activated sludge systems. IWA Publishing.
  • Henze, M., Gujer, W., Mino, T., and van Loosdrecht, M. C. M. (2000). Activated sludge models ASM1, ASM2, ASM2d, and ASM3. IWA Publishing
  • Wu, X., Yang, Y., Wu, G., Mao, J., and Zhou, T. (2016). Simulation and optimisation of coking wastewater biological treatment process with activated sludge models (ASM). Journal of Environmental Management, 165: 235–242.
  • Savun, B. (2020). On the use of mathematical models for wastewater treatment: A review and analysis of activated sludge models ASM1 and ASM3. İstanbul University.
  • Brdjanovic, D., Meijer, S. C., Lopez-Vazquez, C. M., Hooijmans, C. M., and van Loosdrecht, M. C. (Eds.). (2015). Applications of activated sludge models. IWA Publishing.
  • Van Loosdrecht, M. C. M., Lopez-Vazquez, C. M., Meijer, S. C. F., Hooijmans, C. M., and Brdjanovic, D. (2015). Twenty-five years of ASM1: Past, present, and future of wastewater treatment modelling. Journal of Hydroinformatics, 17(5): 697–718.
  • Makinia, J., and Zaborowska, E. (2019). Mathematical modelling and computer simulation of activated sludge systems. IWA Publishing.
  • Rittmann, B. E., and McCarty, P. L. (2001). Environmental biotechnology: Principles and applications. McGraw-Hill.
  • Droste, R. L., and Gehr, R. (2018). Theory and practice of water and wastewater treatment (2nd ed.). Wiley.
  • Ostace, G. S., Cristea, V. M., and Agachi, P. Ş. (2011). Cost reduction of the wastewater treatment plant operation by MPC based on modified ASM1 with two-step nitrification/denitrification model. Computers & Chemical Engineering, 35(11): 2469–2479.
  • Zhang, Q., Huang, R., Jiang, L., Lu, Z., Wu, G., Lei, J., Liao, S., Liu, G., Li, B., and Wang, J. (2021). Enhancing nitrogen removal and reducing aeration energy for wastewater treatment with intermittent Modified Ludzack-Ettinger process: A field demonstration. Journal of Water Process Engineering, 43: 102303.
  • Al, R., Behera, C. R., Gernaey, K. V., and Sin, G. (2019). Towards development of a decision support tool for conceptual design of wastewater treatment plants using stochastic simulation optimization. In A. Kiss, E. Zondervan, R. Lakerveld, and L. Özkan (Eds.), Proceedings of the 29th European Symposium on Computer Aided Process Engineering (Vol. 46: 325–330). Elsevier.
  • Hauduc, H., Rieger, L., Oehmen, A., Van Loosdrecht, M. C. M., Comeau, Y., Héduit, A., and Gillot, S. (2013). Critical review of activated sludge modeling: State of process knowledge, modeling concepts, and limitations. Biotechnology and Bioengineering, 110(1): 24–46.
  • Hulsbeek, J. J., Kruit, J., Roeleveld, P. J., and van Loosdrecht, M. C. (2002). A practical protocol for dynamic modelling of activated sludge systems. Water Science and Technology, 45(6): 127–136.
  • Demoulin, G., Goronszy, I. C., Wutscher, K., and Forsthuber, E. (1997). Cocurrent nitrification/denitrification and biological P-removal in cyclic activated sludge plants by redox controlled cycle operation. Water Science and Technology, 35(1): 215–224.
  • Evans, R. W. (2012). Implementing an improved activated sludge model into modeling software. Master’s thesis, University of Regina.
  • Chen, G., van Loosdrecht, M. C. M., Ekama, G. A., and Brdjanovic, D. (2020). Biological wastewater treatment: Principles, modelling and design (2nd ed.). IWA Publishing.
Toplam 20 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Atık Yönetimi, Azaltma, Yeniden Kullanım ve Geri Dönüşüm
Bölüm Araştırma Makalesi
Yazarlar

Salih Kurçin 0009-0007-5663-4300

Ahmet Uygur 0009-0000-2896-0562

Gönderilme Tarihi 10 Haziran 2025
Kabul Tarihi 4 Kasım 2025
Yayımlanma Tarihi 25 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 2 Sayı: 2

Kaynak Göster

EndNote Kurçin S, Uygur A (01 Aralık 2025) Simulation of organic matter and nitrogen removal performance in the treatment of low-strength domestic wastewater using the modified Ludzack-Ettinger process with the ASM1 model. International Journal of Engineering Approaches 2 2 71–80.

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Amasya Üniversitesi tarafından yapılan bu eser CC BY-NC https://creativecommons.org/licenses/by-nc/4.0/ altında lisanslanmıştır.