Multi-objective cascade controller for an anaerobic digester

Process Biochemistry

Volumn 46, Issue 4, 2011, Pages 900-909

  García Diéguez, Carlos ^a   Molina, Francisco ^b   Roca, Enrique ^a  

^a UNIVERSITY OF SANTIAGO DE COMPOSTELA   (Spain)

^b UNIVERSIDAD DE ANTIOQUIA   (Colombia)

Author keywords

Anaerobic digestion; Biogas; Cascade control; Control systems; Optimisation; USBF reactor; Wastewater treatment

Indexed keywords

ANAEROBIC DIGESTER; ANAEROBIC DIGESTION MODEL NO. 1; ANAEROBIC TREATMENTS; CASCADE CONTROL; CASCADE CONTROL STRATEGY; CASCADE CONTROLLER; CLOSED-LOOP CONTROL; CONTROL ACTIONS; CONTROL SCHEMES; EFFLUENT QUALITY; FEED FLOW RATE; HIGH RELIABILITY; LIQUID AND GAS PHASIS; LONG DURATION; MAXIMUM PRODUCTION RATE; METHANE FLOW; MULTI OBJECTIVE; MULTI-OBJECTIVE CONTROL; NUMERICAL SIMULATION; OPERATIONAL SCENARIO; OPTIMISATIONS; ORGANIC LOAD; PARAMETER OPTIMISATION; REFERENCE SIGNALS; SET-POINT; UNDERLOAD; USBF REACTOR; WINERY EFFLUENTS; WINERY WASTEWATER;

ANAEROBIC DIGESTION; BIOGAS; CASCADE CONTROL SYSTEMS; COMPUTER SIMULATION; CONTROL THEORY; CONTROLLERS; EFFLUENTS; ETHANOL; METHANATION; METHANE; MULTIOBJECTIVE OPTIMIZATION; VOLATILE FATTY ACIDS; WASTEWATER; WASTEWATER TREATMENT; WATER QUALITY; WATER TREATMENT PLANTS; WINE;

QUALITY CONTROL;

EID: 79952314530     PISSN: 13595113     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.procbio.2010.12.015     Document Type: Article

References (60)

1. K. Yamuna, and V. Ramachandra Control of fermenters: a review Bioprocess Eng 21 1999 77 88
2. G. Olsson Instrumentation, control and automation in the water industry - state-of-the-art and new challenges CD Water Sci Technol 53 2006 1 16 (Pubitemid 43744583)
3. H.O. Mendez-Acosta, D.U. Campos-Delgado, R. Femat, and V. Gonzalez-Alvarez A robust feedforward/feedback control for an anaerobic digester Comput Chem Eng 29 2005 1613 1623 (Pubitemid 40697191)
4. J.P. Steyer, J.C. Bouvier, T. Conte, P. Gras, J. Harmand, and J.P. Delgenes On-line measurements of COD, TOC, VFA, total and partial alkalinity in anaerobic digestion processes using infra-red spectrometry Water Sci Technol 45 2002 133 138
5. G. Olsson, K. Martinus, Y. Zhiguo, A.L. Jensen, and J.P. Steyer Instrumentation control and automation in wastewater systems 2005 IWA Publishing London
6. H. Spanjers, and J. van Lier Instrumentation in anaerobic treatment-research and practice Water Sci Technol 53 2006 63 76
7. F. Molina, G. Ruiz-Filippi, C. Garcia, J.M. Lema, and E. Roca Validation at pilot scale of a new sensor for on-line analysis of volatile fatty acids and alkalinity in anaerobic wastewater treatment plants Environ Eng Sci 26 2009 641 649
8. G. Ruiz-Filippi, F. Molina, J.P. Steyer, P. Vanrolleghem, U. Zaher, E. Roca, and J.M. Lema C. Kim, T.J. Park, J.H. Ko, 9th International Conference on Instrumentation, Control & Automation in Water & Wastewater Treatment & Transport Systems 2006 IWA Publishing Busan pp. 133-8
9. J.P. Steyer, J.C. Bouvier, T. Conte, P. Gras, and P. Sousbie Evaluation of a four year experience with a fully instrumented anaerobic digestion process Water Sci Technol 45 2002 495 502 (Pubitemid 34256574)
10. J. Liu, G. Olsson, and B. Mattiasson Monitoring and control of an anaerobic upflow fixed-bed reactor for high-loading-rate operation and rejection of disturbances Biotechnol Bioeng 87 2004 43 53 (Pubitemid 38878737)
11. C. Garcia, F. Molina, E.F. Carrasco, and Roca E Control of restart-up of anaerobic USBF reactors after short stops Ind Eng Chem Res 2009
12. M. Denac, P.L. Lee, R.B. Newell, and P.F. Greenfield Automatic-control of effluent quality from a high-rate anaerobic treatment system Water Res 24 1990 583 586 (Pubitemid 20379866)
13. A.J. Guwy, F.R. Hawkes, S.J. Wilcox, and D.L. Hawkes Neural network and on-off control of bicarbonate alkalinity in a fluidised-bed anaerobic digester Water Res 31 1997 2019 2025 (Pubitemid 27312271)
14. J. von Sachs, U. Meyer, P. Rys, and H. Feitkenhauer New approach to control the methanogenic reactor of a two-phase anaerobic digestion system Water Res 37 2003 973 982 (Pubitemid 36120513)
15. J. Alvarez-Ramirez, M. Meraz, O. Monroy, and A. Velasco Feedback control design for an anaerobic digestion process J Chem Technol Biot 77 2002 725 734 (Pubitemid 34516390)
16. D.J. Batstone, and J.P. Steyer Use of modelling to evaluate best control practice for winery-type wastewaters Water Sci Technol 56 2007 147 152 (Pubitemid 47249111)
17. D.P.B.T. Strik, A.M. Domnanovich, and P. Holubar A pH-based control of ammonia in biogas during anaerobic digestion of artificial pig manure and maize silage Process Biochem 41 2006 1235 1238
18. D.P. Chynoweth, S.A. Svoronos, G. Lyberatos, J.L. Harman, P. Pullammanappallil, J.M. Owens, and M.J. Peck Real-time expert-system control of anaerobic-digestion Water Sci Technol 30 1994 21 29
19. A. Puñal, E. Roca, and J.M. Lema An expert system for monitoring and diagnosis of anaerobic wastewater treatment plant Water Res 36 2002 2656 2666 (Pubitemid 34575613)
20. A. Puñal, A. Lorenzo, E. Roca, C. Hernandez, and J.M. Lema Advanced monitoring of an anaerobic pilot plant treating high strength wastewaters Water Sci Technol 40 1999 237 244
21. R. Moletta, Y. Escoffier, F. Ehlinger, J. Coudert, and J. Leyris On line automatic control system for monitoring an anaerobic fluidized bed reactor: response to organic overload Water Sci Technol 30 1994 11 20
22. F. Ehlinger, Y. Escoffier, J.P. Couderc, J.P. Leyris, and R. Moletta Development of an automatic-control system for monitoring an anaerobic fluidized-bed Water Sci Technol 29 1994 289 295
23. C. Garcia, F. Molina, E. Roca, and J.M. Lema Fuzzy-based control of an anaerobic reactor treating wastewaters containing ethanol and carbohydrates Ind Eng Chem Res 46 2007 6707 6715 (Pubitemid 350013711)
24. E.F. Carrasco, J. Rodriguez, A. Puñal, and J.M. Lema Rule based diagnosis and supervision of a pilot plant wastewater treatment plant using fuzzy logic techniques Expert Syst Appl 22 2002 11 20 (Pubitemid 33076561)
25. A. Puñal, J. Rodriguez, E.F. Carrasco, E. Roca, and J.M. Lema Expert system for the on-line diagnosis of anaerobic wastewater treatment plants Water Sci Technol 45 2002 195 200
26. A. Puñal, J. Rodriguez, E.F. Carrasco, E. Roca, and J.M. Lema Advanced monitoring and control of anaerobic wastewater treatment plants: diagnosis and supervision by a fuzzy-based expert system Water Sci Technol 43 2001 191 198 (Pubitemid 32479268)
27. R. Sousa, and P. Almeida Design of a fuzzy system for the control of a biochemical reactor in fed batch culture Process Biochem 37 2001 461 469 (Pubitemid 33134695)
28. O. Bernard, M. Polit, Z. Hadj-Sadok, M. Pengov, D. Dochain, M. Estaben, and P. Labat Advanced monitoring and control of anaerobic wastewater treatment plants: software sensor and controllers for an anaerobic digester Water Sci Technol 43 2001 175 182 (Pubitemid 32479266)
29. A. Muller, S. Marsili-Libelli, A. Aivasidis, T. Lloyd, S. Kroner, and C. Wandrey Fuzzy control of disturbances in a wastewater treatment process Water Res 31 1997 3157 3167 (Pubitemid 27517363)
30. A. Puñal, J.C. Palazzotto, J.C. Bouvier, T. Conte, and J.P. Steyer Automatic control of volatile fatty acids in anaerobic digestion using a fuzzy logic based approach Water Sci Technol 48 2003 103 110 (Pubitemid 37390901)
31. S.J. Wilcox, D.L. Hawkes, F.R. Hawkes, and A.J. Guwy A neural-network based on bicarbonate monitoring, to control anaerobic-digestion Water Res 29 1995 1465 1470
32. P. Holubar, L. Zani, M. Hager, W. Froschl, Z. Radak, and R. Braun Advanced controlling of anaerobic digestion by means of hierarchical neural networks Water Res 36 2002 2582 2588 (Pubitemid 34578131)
33. P. Renard, V. Vanbreusegem, M.T. Nguyen, H. Naveau, and E.J. Nyns Implementation of an adaptive controller for the startup and steady-state running of a biomethanation process operated in the Cstr mode Biotechnol Bioeng 38 1991 805 812
34. D. Dochain, M. Perrier, and A. Pauss Adaptive control of the hydrogen concentration in anaerobic digestion Ind Eng Chem Res 30 1991 129 136
35. D. Dochain, and M. Perrier Control Design for nonlinear wastewater treatment process Water Sci Technol 28 1993 283 293 (Pubitemid 24162230)
36. J. Seok Hybrid adaptive optimal control of anaerobic fluidized bed bioreactor for the de-icing waste treatment J Biotechnol 102 2003 165 175 (Pubitemid 36412162)
37. L. Mailleret, O. Bernard, and J.P. Steyer Nonlinear adaptive control for bioreactors with unknown kinetics Automatica 40 2004 1379 1385
38. L. Mailleret, O. Bernard, and J.P. Steyer Robust regulation of anaerobic digestion processes Water Sci Technol 48 2003 87 94 (Pubitemid 37390899)
39. O. Monroy, J. Alvarez-Ramirez, F. Cuervo, and R. Femat An adaptive strategy to control anaerobic digesters for wastewater treatment Ind Eng Chem Res 35 1996 3442 3446
40. V. Alcaraz-Gonzalez, J. Harmand, A. Rapaport, J.P. Steyer, V. Gonzalez-Alvarez, and Q. Pelayo-Ortiz Robust interval-based regulation for anaerobic digestion processes Water Sci Technol 52 2005 449 456 (Pubitemid 41350300)
41. F. Grognard, and O. Bernard Stability analysis of a wastewater treatment plant with saturated control Water Sci Technol 53 2006 149 157
42. J. Liu, G. Olsson, and B. Mattiasson Control of an anaerobic reactor towards maximun biogas production Water Sci Technol 50 2004 189 198 (Pubitemid 40124153)
43. J. Liu, G. Olsson, and B. Mattiasson Extremum-seeking with variable gain control for intensifying biogas production in anaerobic fermentation Water Sci Technol 53 2006 35 44 (Pubitemid 43744586)
44. F. Molina, C. Garcia, E. Roca, G. Ruiz-Filippi, and J.M. Lema Winery effluent treatment at an anaerobic hybrid USBFpilot plant under normal and abnormal operation Water Sci Technol 56 2007 25 31 (Pubitemid 47249096)
45. F. Molina, C. Garcia, E. Roca, and J.M. Lema Characterization of anaerobic granular sludge developed in UASB reactors that treat ethanol, carbohydrates and hydrolyzed protein based wastewaters Water Sci Technol 57 2008 837 842 (Pubitemid 351701316)
46. R. Speece Anaerobic biotechnology for industrial wastewaters 1996 Archae Press Nashville, Tennessee
47. D.J. Batstone, J. Keller, I. Angelidaki, S. Kalyuzhny, S.G. Pavlostathis, A. Rozzi, W. Sanders, H. Siegrist, and Vavilin VA Anaerobic Digestion Model No. 1 (ADM1) vol. Report No. 13 2002 IWA Publishing London
48. G. Ruiz-Filippi, J. Rodriguez, E. Roca, and J.M. Lema Modification of the IWA-ADM1 for application to anaerobic treatment of ethanolic wastewater from wine factories S. Guiot, S.G. Pavlostahis, J.B. van Lier, 10th IWA Congress on Anaerobic Digestion 2005 IWA Publishing Montreal pp. 1341-4
49. G. Bastin, and D. Dochain On-line estimation and adaptative control of bioreactors 1990 Elsevier Science Publisher B.V. Amsterdam
50. O. Bernard, Z. Hadj-Sadok, D. Dochain, A. Genovesi, and J.P. Steyer Dynamical model development and parameter identification for an anaerobic wastewater treatment process Biotechnol Bioeng 75 2001 424 438 (Pubitemid 33043010)
51. H.N. Gavala, I. Angelidaki, and B.K. Ahring Kinetics and modeling of anaerobic digestion process Adv Biochem Eng Biotechnol 81 2003 57 93
52. J.P. Steyer, O. Bernard, D. Batstone, and I. Angelidaki Lessons learnt from 15 years of ICA in anaerobic digesters Water Sci Technol 53 2006 25 33 (Pubitemid 43744585)
53. M. Castellano, G. Ruiz-Filippi, W. Gonzalez, E. Roca, and J.M. Lema Selection of variables using factorial discriminant analysis for the state identification of an anaerobic UASB-UAF hybrid pilot plant, fed with winery effluents Water Sci Technol 56 2007 139 145 (Pubitemid 47249110)
54. F. Molina, M. Castellano, C. Garcia, E. Roca, and J.M. Lema Selection of variables for on-line monitoring, diagnosis, and control of anaerobic digestion processes Water Sci Technol 60 2009 615 622
55. O. Bernard, H. Zakaria, and D. Dochain Software sensors to monitor the dynamics of microbial communities: application to anaerobic digestion Acta Biotheor 48 2000 197 205 (Pubitemid 32214619)
56. R. Moletta Winery and distillery wastewater treatment by anaerobic digestion Water Sci Technol 51 2005 137 144 (Pubitemid 40330957)
57. R. Kleerebezem, and M.C.M. van Loosdrecht Waste characterization for implementabon in ADM1 Water Sci Technol 54 2006 167 174
58. L.E. Ripley, W.C. Boyle, and J.C. Converse Improved alkalimetric monitoring for anaerobic-digestion of high-strength wastes J Water Pollut Control Federation 58 1986 406 411 (Pubitemid 17066581)
59. B. Wolmarans, and Ch. DelHomme Start-up of a UASB effluent treatment plant on distillery wastewater Water SA 28 2002 63 68 (Pubitemid 34196735)
60. Hess J. Modélisation de la qualité du biogaz par un fermenteur méthanogne et stratégie de régulation en vue de sa valorisation. University of Nice (France); Ph.D thesis; 2007.