Modelling and control of biological anaerobic waste waters treatment processes

Simeonov, I.

Artykuł - szczegóły

Tytuł artykułu

Modelling and control of biological anaerobic waste waters treatment processes

Autorzy

Simeonov I.

Wybrane pełne teksty z tego czasopisma

https://journals.pan.pl/acs/

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Warianty tytułu

Języki publikacji

Abstrakty

Biological anaerobic wastewater's treatment processes have been an active area of research and have attracted more attention in recent years. This is due to their ecological and energetical utilities. Increasingly important tools towards better understanding, improving process stability and supporting the widespread acceptance of anaerobic wastewater treatment processes became their mathematical modelling and automatic control. This paper is a review of mathematical models and control algorithms for these processes. After a short description of two of the most popular biochemical schemes different models are presented. In this field the attention is mainly focussed on models presented as a sets of non-linear ordinary differential equations. In the field of control after formulating the control problems, different algorithms are reviewed. Particular attention is stressed on the so-called "adaptive linearizing control" that is one of the most promising approaches, based on process models, for control of these processes.

Słowa kluczowe

anaerobic wastewater treatment process mathematical modelling adaptive linearizing control

Wydawca

Polish Academy of Sciences, Committee of Automatic Control and Robotics

Czasopismo

Archives of Control Sciences

Rocznik

1999

Tom

Vol. 9, no. 3/4

Strony

53--78

Opis fizyczny

Bibliogr. 115 poz., rys., wzory

Twórcy

autor

Simeonov I.

ISSIM@microbio.bas.bg

Institute of Microbiology, Bulgarian Academy of Sciences Research Group "Mathematical modelling and computer sciences" Acad. G.Bonchev str., bl 26, Sofia 1113, Bulgaria

Bibliografia

[1] B. K. Ahring and I. Angelidaki : Monitoring and controlling the biogas process European Biogas Conf., Danmark, (1997), 59-70.
[2] J. Alvarez , O. Monroy and V. Ruiz : Model and control strategies of a two stage anaerobic digester. IFAC Symp. on Modelling, Identification and Control of Biotechnical Processes. Colorado, (1992), 191-194.
[3] I. Angelidaki et al.: A comprehensive model of anaerobic bioconversion of complex substrates to biogas. Biotech. and Bioeng., 63(3), (1999), 363-372.
[4] I. Angelidaki et al.: A mathematical model for dynamic simulation of anaerobic digestion of complex substrates: focusing on ammonia inhibition. Biotech. and Bioeng., 42(3), (1993), 159-166.
[5] J. P. Arcangeli , E. Arvin : Modelling of the growth of a methanotrophic biofilm. Wat. Sci. Tech., 36(1), (1997), 199-204.
[6] M. M. Ataai and M. L. Shuler : Simulation of CFSTR through development of a mathematical model for anaerobic growth of Escherichia coli cell population. Biotechnology and Bioengineering, 27 (1985), 1051-1055.
[7] B. K. Bala and M. A. Satter : Kinetic and economic considerations of biogas production systems. Biological Wastes, 34 (1990), 21-37.
[8] W. E. Balch , G. E. Fox , L. J. Magrum , C. R. Woese and R. S. Wolfe : Methanogens: Reevaluation of a unique biological group. Microbiol. Rev., (1979).
[9] W. P. Barber and D. C. Stuckey : The use of the anaerobic baffled reactor (ABR) for wastewater treatment: a Review. Wat. Res., 33(7), (1999), 1559-1578.
[10] G. Bastin and D. Dochain : Adaptive estimation of microbial growth rates. IFAC symp. on Identification and System Parameter Estimation, (1985).
[11] G. Bastin and D. Dochain : Non-linear adaptive control algorithms for fermentation processes. IEEE-Automatic Control Conference, Atlanta, (1988), 1124-1128.
[12] G. Bastin et al.: Design of reduced order adaptive controllers for anaerobic digestion processes. Technical Report 92.30 of CESAME, Univ. Catholique de Louvain, Belgium, (1992), 1-11.
[13] G. Bastin et al.: Modelling and adaptive control of a continuous anaerobic fermentation process. IFAC Symp. on Model. and control of biotechn. processes, Helsinki, (1982), 299-305.
[14] G. Bastin , D. Dochain , M. Haest, M. Installe and P. Opdenacker : Identification and adaptive control of a biomethanization process. Modelling and Data Analysis in Biotechnology and Medical Engineering, G. C. Vansteenkiste and P. C. Young (eds.), North-Holland Publishing Company, IFIP, (1983), 271-282.
[15] G. Bastin and D. Dochain : On-line estimation and adaptive control of bioreactors. Elsevier Science Publishers, Amsterdam and N. Y., 1991.
[16] G. Batstine et al.: Model development and full scale validation for anaerobic treatment of protein and fat based wastewater. Proc. 8th Int. Conf. on Anaerobic Digestion, Sendai, Japan,(1997), 25-29, 158-166.
[17] J. F. Beteau : Modelisation et commande d’un bioprocede industriel de traitement des dechets urbains. These, INPG, Grenoble, 1992, (in French).
[18] J. F. Beteau , P. Graindorge , A. Cheruy and H. Fruteau De Laclos : Monitoring of the valorga anaerobic digestion process of solid wastes: two complementary approaches. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 75-79.
[19] J. P. Bolte and D. T. Hill : A Monod-based model of attached-growth anaerobic fermenters. Biological Wastes, 31 (1990), 275-289.
[20] N. A. Bozinis et al.: A mathematical model for the optimal design and operation of an anaerobic co-digestion plant. Wat. Sci. Tech., 34(5-6), (1996), 383-392.
[21] P. Buffiere et al.: Modelling and experiments on the influence of biofilm size and mass transfer in a fluidised bed reactor for anaerobic digestion. Water Res., 32(3), (1998), 657 - 668.
[22] P. Buffiere , J. P. Steyer and R. Moletta : A new control strategy for highly loaded anaerobic digestion processes. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 41-46.
[23] J. D. Bryers : Structured modeling of the anaerobic digestion of biomass particulates. Biotechnology and Bioengineering, 17 (1985), 638-649.
[24] O. Chaio-Fuei and T. G. Chang : Increased stability of anaerobic digestion by controlled recirculation. Wat. Sci. Tech., 23 (1991), 1229-1237.
[25] A. Chalon , G. Bastin and M. Installe : Identification of a bio-methanization process: A case study. Preprints of Sixth IFAC Symp. on Identification and system parameter estimation, USA, (1982), 334-338.
[26] F. Chaume and J. F.Beteau : Model based selection of an appropriate control strategy application to an anaerobic digester. Proc. of IMACS Symp. on Math. Modelling, Vienna, (1997), 853-858.
[27] D. P. Chynoweth et al.: Real-time expert system control of anaerobic digestion. Wat. Sci. Tech., 30(12), (1994), 21-29.
[28] A. Denac , A. Miguel and I. J. Dunn : Modelling dynamic experiments on the anaerobic degradation of molasses wastewater. Biotechnology and Bioengineering, 31 (1988), 1-10.
[29] M. Denac , P. L. Lee , R. B. Newell and P. F. Greenfield : Automatic control of effluent quality from a high-rate anaerobic treatment system. Wat. Res., 24(5), (1990), 583-586.
[30] D. Dochain : Design of adaptive controllers for non-linear stirred tank bioreactors: extension to the MIMO situation. J. Proc. Cont., 1 (1991), 41-48.
[31] D. Dochain : Design of on-line estimation and adaptive control algorithms for bioreactors. Int. Conf. on Modelling and Control of Biotechnological, Ecological and Biomedical Systems, Varna, Bulgaria, (1990).
[32] D. Dochain , G. Bastin , A. Rozzi and A. Pauss : Adaptive estimation and control of biotechnological processes. International Workshop on Adaptive Control Strategies for Industrial Use, Lodge Kononoskis, 126-141.
[33] D. Dochain and G. Bastin : Adaptive identification and control algorithms for non-linear bacterial growth Systems. Automatica, 20(5), (1984), 621-634.
[34] D. Dochain and G. Bastin : Stable adaptive controllers for waste treatment by anaerobic digestion. Environmental Technology Letters, 6 (1985), 584-593.
[35] D. Dochain and L. Chen : Local observability and controllability of stirred tank reactors. J. Proc. Cont., 2(3), (1992), 139-144.
[36] D. Dochain and M. Perrier : Non-linear control design for wastewaters treatment processes. Technical Report 93.10 of CESAME, Univ. Catholique de Louvain, Belgium, (1993), 1-11.
[37] D. Dochain : Recent approaches for the modelling, monitoring and control of anaerobic digestion processes. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 23-29.
[38] D. Dochain et al.: Modelling and control of bioreactors: an illustrative case study. J. Autom., 27(1), (1986), 9-16.
[39] V. Dubrovskis and V. Viesturs : Anaerobic digestion of agricultural wastes. Zinatne, Riga, 1988 (in Russian).
[40] I. J. Dunn and S. Petrozzi : Start-up of anaerobic biofilm fluidised bed reactors on molasses and phenol under various conditions. Bioprocess Engineering, 6, (1991), 21-28.
[41] C. J. Fell and A. D. Wheatley : A comparison of adaptive and neural network control models for the anaerobic digestion of industrial effluents. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 57-64.
[42] L. Fernandes et al.: Dynamic modelling of substrate degradation in sequencing batch anaerobic reactors (SBAR). Wat. Res., 27(11), (1993), 1619-1628.
[43] J. Flores , A. Punal , B. Arcay, J. M. Lema and C. Hernandez : Techniques for supervision and tele-supervision in anaerobic pilot plants. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 80-84.
[44] C H . F. Forester and D. A. John Wase : Environmental biotechnology. Ellis Horwood Limited, N. Y., 1987.
[45] Furumai Hiroaki , Takahiro Kuba , Tsuyoshiimai and Tetsuya Kusuda : Transient responses of wastewater treatment and biomass development in a methanogenic fluidised bed. Wat. Sci. Tech., 23 (1991), 1327-1336.
[46] L. Guerrerol. et al.: Anaerobic hydrolysis and acidogenesis of wastewaters from food industries with high content of organic solids and protein. Wat. Res., 33(15), (1999), 3281-3290.
[47] S. R. Guiot, J. C. Frigon And B. Tartakovsky : Hydrogen as a key-parameter for control of anaerobic digesters: liquid-versus gas-phase monitoring. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 18-22.
[48] A. Gupta et al.: Methanogenesis and sulphate reduction in chemostas - II. Model development and verification. Wat. Res., 28(4), (1994), 795-803.
[49] M. Gupta et al.: Modelling kinetics of chloroform cometabolism in methanogenic and sulphate-reducing environments. Wat.Sci.Tech., 34(5-6), (1996), 403-410.
[50] A. J. Guwy et al.: Neural network and on-off control of bicarbonate alkalinity in a fluidised-bed anaerobic digester. Wat. Res., 31(8), (1997), 2019-2025.
[51] D. L. Hawkes , S. J. Wilcox , A. J. Guwy, F. R. Hawkes And A. G. Rozzi : Use of an on-line bicarbonate sensor to monitor and control organic overloads in an anaerobic fluidised bed reactors. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 13-17.
[52] F. R. Hawkes et al.: A new instrument for on-line measurement of bicarbonate alkalinity. Wat. Res., 27(1), (1993), 167-170.
[53] W. Heinen and A. M. Lauwers : Fast start-up of methanogenic fluidised bed reactors by control of organic load and composition. Environmental Technology, 11 (1990), 401-408
[54] D. T. Hill and C. L. Barth : A dynamical model for simulation of animal waste digestion. J. Wat. Pol. Contr. Fed., 10 (1977), 2129-2143.
[55] T. C. Holst, F. Ehlinger , E. Clermont and R. Pujol : An automatic control system for an anaerobic fluidised bed: premier industrial application. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 36-40.
[56] G. Ibrahim and A. E. Abasaeed : Modelling of Sequencing batch reactors. Wat. Res., 29(7), (1995), 1619-1628.
[57] A. Ilchmann and M. Pahl : Adaptive multivariable pH regulation of a biogas tower reactor. European J. of Control, 4 (1998), 116-131.
[58] T. Imai and T. Kusuda : Numerical model of biofilm kinetics in a methanogenic fluidised bed. Wat. Sci. Tech., 34(5-6), (1996), 411-420.
[59] A. James, (edd.): Mathematical models in water pollution control. John Wiley and Sons, N.Y., 1978.
[60] S. Jeyaseelan : A simple mathematical model for anaerobic digestion process. Wat. Sci. Tech., 35(8), (1997), 185-191.
[61] G. Kiely et al.: Physical and mathematical modelling of anaerobic digestion of organic wastes. Wat. Res., 31(3), (1997), 534-540.
[62] R. G. Kispert, D. A. Stafford and R. L. Wentworth : Development and installation of a remote process control system for anaerobic digestion. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 85-89.
[63] G. kleinstreuer and T. Poweigha : Dynamical simulation of anaerobic digestion processes. Biotechn. Bioeng., 24 (1982), 1941-1951.
[64] E. Lavagno , P. Ravetto and B. Ruggeri : An analytical model to study the performance of an anaerobic digester. Agricultural Wastes, 5 (1983), 37-50.
[65] R. Lepisto and J. Rintala : Extreme thermophilic (70 C), VFA-fed UASB reactor: performance, temperature response, load potential and comparison with 35 and 55 C UASB reactors. Wat. Res., 33(14), (1999), 3162-3170.
[66] C. R. Lesile Grady Jr . et al.: Variability in kinetic parameter estimates: A review of possible causes and a proposed terminology. Wat. Res., 30(3), (1996), 742-748.
[67] G. Lettinga , L. Van Velsen , W. De Zeeuw and S. W. Hobma : The application of an anaerobic digestion to industrial pollution treatment. In: D. A. Stafford, B. I. Wheatley, D. E. Hughes (Eds.), Proceedings of the 1st Int. Symposium on Anaerobic Digestion, Cardiff, (1979), London, Applied Science Publ. 1979.
[68] K. Maeda : A multi-layer control for anaerobic digestion process. 1st IFAC Symp. on Modelling and control of biotechnological processes, Netherland, (1985), 245-250.
[69] H. Maerkl et. al.: New strategies for estimating kinetic parameters in anaerobic wastewater treatment plants. Wat. Sci. Tech., 34(5-6), (1996), 393-401.
[70] H. Markl et al.: Online monitoring and control of an anaerobic methane digestion process with the aid of a mathematical model. 3 European Congress of Biotechnology, (1984), III-137-144.
[71] S. Menzl et al.: A self adaptive computer-based ph measurement and fuzzy-control system. Wat. Res., 30(4), (1996), 981-991.
[72] W. Merkel et al.: Population dynamics in anaerobic wastewater reactors: modelling and in situ characterisation. 33(10), (1999), 2392-2402.
[73] R. Moletta et al.: On-line automatic control system for monitoring an anaerobic fluidised-bed reactor: response to organic overload. Wat. Sci. Tech., 30(12), (1994), 11-20.
[74] R. Moletta , D. Verrier and G. Albagnac : Dynamic modelling of anaerobic digestion. Wat. Res., 20(4), (1986), 427-434.
[75] O. Monroy et al.: Anaerobic digestion for wastewater treatment in Mexico: state of the technology. Wat. Res., 34(6), (2000), 1803-1816.
[76] O. Monroy-Hermosillo , J. Alvarez-Ramirez and R. Femat : A mass balance strategy for the robust control of anaerobic digestion. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 52-56.
[77] E. Munch et al.: Mathematical modelling of prefermenters - I. Model applications. Wat. Res., 33(12), (1999), 2844-2854.
[78] E. Munch et al.: Mathematical modelling of prefermenters - I. Model development and verification. Wat. Res., 33(12), (1999), 2757-2768.
[79] E. Murnleitner et al.: Modelling and control of the anaerobic wastewater treatment with fuzzy-logic. BioPS’99, Sofia, Bulgaria, (1999), I.45-48.
[80] M. Perrier and D. Dochain : An analysis of the impact of controlled variables selection on the operation of anaerobic digestion processes. Technical Report 92.28 of CESAME, Univ. Catholique de Louvain, Belgium, (1992), 1-7.
[81] M. Perrier and D. Dochain : Evaluation of control strategies for anaerobic digestion processes. Technical Report 93.17 of CESAME, Univ. Catholique de Louvain, Belgium, 1993, 1-19.
[82] M. Polit, M. Estaben and P. Buffiere : Fuzzy control for anaerobic digestion. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 65-69.
[83] G. C. Premier et al.: A comparison of the ability of black box and neural network models of ARX structure to represent a fluidized bed anaerobic digestion process. Wat. Res., 33(4), (1999), 1027-1037.
[84] E. C. Price and P. N. Cheremisinoff : Biogas production and utilisation. Ann Arbor Science Publishers, Michigan, 1981.
[85] P. Pullammanappallil et al.: An expert system for the control of anaerobic digesters. Proc. Amer. Control Conf., 3, (1992), 1911-1916.
[86] P. Pullammanappallil , I. R. Ramsay, R. B. Newell , J. Keller , P. L. Lee and M. Newland : An automatic online decision support system for the operation of high-rate anaerobic wastewater treatment plants. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 70-74.
[87] G. Reinhold and H. Markl : Model-based scale-up and performance of the biogas tower reactor for anaerobic waste-water treatment. Wat. Res., 31(8), (1997), 2057-2065.
[88] P. Renard et al.: Adaptive control of anaerobic digestion processes - a pilot-scale application. Biotechnology and Bioengineering, 31 (1988), 287-294.
[89] P. Renard , V. Van Breusegem , M. T. Nguyen , H. Naveau and E. J. Nyns : Implementation of an adaptive controller for the start-up and steady-state running of a biomethanation process operated in the CSTR Mode. Biotechnology and Bioengineering, 38 (1991), 805-812.
[90] J. Rodriguez Iglesias et al.: Biomethanization of municipal solid waste in a pilot plant. Wat. Res., 34(2), (2000), 447-454.
[91] A. Rozzi , A. C. Di Pinto , A. Massone , A. Pistilli and M. C. Tomei : The anaerobic RANTOX Biosensor. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 8-12.
[92] M. Ruzicka : An extension of the Mosey model. Wat. Res., 30(10), (1996), 2440-2446.
[93] San Ali Hasan : A kinetic model for ideal plug-flow reactors. Wat. Res., 23(5), (1989), 647-654.
[94] A. Schwarz et al.: Mathematical modelling for supporting scale-up of an anaerobic wastewater treatment in a fluidised bed reactor, Wat.Sci.Tech., Vol. 34, No 5-6, 1996, 501-508 .
[95] H. Siegrist, D. Renggli and W. Gujer : Mathematical modelling of anaerobic mesophilic sewage sludge treatment. Wat. Sci. Tech., 27(2), (1993), 25-36.
[96] I. Simeonov : Dynamic modelling of the methane fermentation. Conf. on application of models in water management, Amsterdam, (1998), 133-136.
[97] I. Simeonov, J. P. Babary, V. Lubenova and D. Dochain : Linearizing control of continuous anaerobic fermentation processes. Int. Symp. on Bioprocess Systems’97, Sofia, Bulgaria, (1997), III.21-24.
[98] I. Simeonov : Linearizing control of continuous methane fermentation of organic wastes. Presented for Bioprocess Engineering.
[99] I. Simeonov : Mathematical modelling and parameters estimation of anaerobic fermentation process. Bioprocess Eng., 21(4), (1999), 377-381
[100] I. Simeonov : Mathematical modelling and parameters estimation of anaerobic fermentation process. European Control Conference (ECC’99), Karlsruhe, Germany, (1999), paper ID273.
[101] I. Simeonov : Modelling and control of anaerobic digestion of organic waste. Chem. and Biochem. Eng., Q., 8(2), (1994), 45-52.
[102] I. Simeonov And S. Stoyanov : Dynamic output compensator control of methane fermentation. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbone - France, (1995), 47-51.
[103] I. Simeonov, V. Momchev And D. Grancharov : Dynamic modelling of mesophillic anaerobic digestion of organic waste. Water Research, 30(5), (1996), 1087-1094.
[104] J. Ph. Steyer et al.: Advanced control of anaerobic digestion processes through disturbances monitoring. Water Research, 33(9), (1999), 2059-2068.
[105] J. Ph. Steyer et al.: Monitoring disturbances as a way to control highly loaded anaerobic digestion processes. Proc. 8th Int. Conf. on Anaerobic Digestion, Sendai, Japan, (1997), III-59-62.
[106] J. Ph. Steyer , M. Amouroux And R. Moletta : Process modelling and control to improve stable operation and optimisation of anaerobic digestion processes. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 30-35.
[107] J. Tabakov, B. Kalchev and I. Simeonov : Fuzzy rule-based control of anaerobic digestion. Proc .of 2nd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, (1994), II-650-654.
[108] S. Tzonkov, D. Filev, I. Simeonov and L. Vaklev : Control of biotechnological processes. Tehnika, Sofia, (1992), (in Bulgarian).
[109] P. A. Vanrolleghem : Sensors for anaerobic digestion: An overview. Int. Workshop on Monitoring and Control of Anaerobic Digestion Processes, Narbonne - France, (1995), 1-7.
[110] S. Varfolomeyev et al.: Kinetic regularities of methane production by a methanogenic association -mathematical modelling. Appl. Biochem. Biotechnol., 22 (1989), 351-360.
[111] V. A. Vavilin et al.: Modelling ammonia and hydrogen sulphide inhibition in anaerobic digestion. Wat. Res., 29(3), (1995), 827-835.
[112] M. C. Wentzel et al.: Tentative guidelines for waste selection, process design, operation and control of upflow anaerobic sludge bed reactors. Wat. Sci. Tech., 30(12), (1994), 31-42 .
[113] S. J. Wilcox et al.: A neural network based on bicarbonate monitoring to control anaerobic digestion. Wat. Res., 29(6), (1995), 1465-1470.
[114] S. T. Yang and M. Guo : A kinetic model for methanogenesis from whey permeate in packed bed immobilised cell bioreactor. Biotechn. Bioeng., 37, (1991), 375-389.
[115] P. Zlateva and I. Simeonov : Variable structure control of methane fermentation. System, Modelling, Control, 2(8), (1995), 433-436.

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