Synthesis of distributed biorefining networks for the value-added processing of water hyacinth

ACS Sustainable Chemistry and Engineering

Volumn 1, Issue 2, 2013, Pages 284-305

  Santibañez Aguilar, José Ezequiel ^a   Ponce Ortega, José María ^a   González Campos, J Betzabe ^a   Serna González, Medardo ^a   El Halwagi, Mahmoud M ^b,c  

^a UNIVERSIDAD MICHOACANA DE SAN NICOLÁS DE HIDALGO   (Mexico)

^b Department of Electrical and Computer Engineering   (United States)

^c KING ABDULAZIZ UNIVERSITY   (Saudi Arabia)

Author keywords

Biorefinery; Distributed systems; Optimization; Supply chain; Sustainable design; Water hyacinth

Indexed keywords

BIOREFINERIES; DISTRIBUTED SYSTEMS; ENVIRONMENTAL OBJECTIVES; MATHEMATICAL PROGRAMMING MODELS; PROCESSING FACILITIES; SUSTAINABLE DESIGN; VALUE-ADDED PROCESSING; WATER HYACINTH;

COMMERCE; MATHEMATICAL PROGRAMMING; OPTIMIZATION; SUPPLY CHAINS; WATER POLLUTION;

REFINING;

EID: 84881400317     PISSN: None     EISSN: 21680485     Source Type: Journal    
DOI: 10.1021/sc300137a     Document Type: Article

References (76)

1. Malik, A. Environmental challenge vis a vis opportunity: The case of water hyacinth. Environ. Int. 2007, 33 (1), 122-138.
2. Fernández, O. A.; Sutton, D. L.; Lallana, V. H.; Sabbatini, M. R.; Irigoyan, J. H. Aquatic Weed Problems and Management in South and Central America. In Aquatic Weeds: The Ecology and Management of Nuisance Aquatic Vegetation; Charudattan, R., Ed.; Oxford University Press: New York 1990; pp 406-4025.
3. Epstein, P. Weeds bring disease to the east African waterways. Lancet 1998, 351 (9102), 577.
4. Navarro, A. R.; Rubio, M. C.; Maldonado, M. C. A combined process to treat lemon industry wastewater and produce biogas. Clean Technol. Environ. Policy 2011, 14 (1), 41-45.
5. Chuang, Y. S.; Lay, C. H.; Sen, B.; Chen, C. C.; K, G.; Wu, J. H.; Lin, C. S.; Lin, C. Y. Biohydrogen and biomethane from water hyacinth (Eichhornia crassipes) fermentation: Effects of substrate concentration and incubation temperature. Int. J. Hydrogen Energy 2011, 36, 14195-14203.
6. Isarankura-Na-Ayudhya, C.; Tantimongcolwat, T.; Kongpanpee, T.; Prabkate, P.; Prachayasittikul, V. Apropiate technology for the bioconversion of water hyacinth (Eichhornia crassipes) to liquid ethanol: Future prospects for community strengthening and sustainable development. EXCLI J. 2007, 6, 167-176.
7. Nigam, J. N. Bioconversion of water-hyacinth (Eichhornia crassipes) hemicellulose acid hydrolysate to motor fuel ethanol by xylose-fermenting yeast. J. Biotechnol. 2002, 97, 107-116.
8. Mishima, D.; Kuniki, M.; Sei, K.; Soda, S.; Ike, M.; Fujita, M. Ethanol production from candidate energy crops: Water hyacinth (Eichhornia crassipes) and water lettuce (Pistia stratiotes L. Bioresour. Technol. 2008, 99 (7), 2495-2500.
9. Kumar, A.; Singh, L. K.; Ghosh, S. Bioconversion of lignocellulosic of water-hyacinth (Eishhornia crassipes) hemicelluloses acid hydrolysate to ethanol by Pichia stipitis. Bioresour. Technol. 2009, 100 (13), 3293-3297.
10. Sukumaran, R. K.; Singhania, R. R.; Mathew, G. M.; Pandey, A. Cellulase production using biomass feed stock and its application in lignocelluloses saccharification for bio-ethanol production. Renewable Energy 2009, 34 (2), 421-424.
11. Aswathy, U. S.; Sukumaran, R. K.; Devi, G. L.; Rajasree, K. P.; Singhania, R. R.; Pandey, A. Bio-ethanol from water hyacinth biomass: An evaluation of enzymatic saccharification strategy. Bioresour. Technol. 2010, 101 (3), 925-930.
12. Mukhopadhyay, S.; Chatterjeee, N. C. Bioconversion of water hyacinth hydrolysate into ethanol. Bioresources 2010, 5 (2), 1301-1310.
13. Ma, F.; Yang, N.; Xu, C.; Wu, J.; Zhang, X. Combination of biological pretreatment with mild acid pretreatment for enzymatic hydrolysis and ethanol production from water hyacinth. Bioresour. Technol. 2010, 101 (24), 9600-9604.
14. Ahn, D. J.; Kim, S. K.; Yun, H. S. Optimization of pretreatment and saccharification for the production of bioethanol from water hyacinth by Saccharomyces cerevisiae. Bioprocess. Biosys. Eng. 2012, 35 (1-2), 35-41.
15. Guragain, Y. N.; Coninck, J. D.; Husson, F.; Durand, A.; Rakshit, S. K. Comparison of some new pretreatment methods for second generation bioethanol production from wheat straw and water hyacinth. Bioresour. Technol. 2011, 102 (6), 4416-4424.
16. Harun, M. Y.; Radiah, A. B. D.; Abidin, Z. Z.; Yunus, A. R. Effect of physical pretreatment on dilute acid hydrolysis of water hyacinth (Eicchornia crassipes). Bioresour. Technol. 2011, 102 (8), 5193-5199.
17. Bramsiepe, C.; Sievers, S.; Seifert, T.; Stefanidis, G. D.; Vlachos, D. G.; Schnitzer, H.; Muster, B.; Brunner, C.; Sanders, J. P. M.; Bruins, M. E.; Schembecker, G. Low-cost small processing technologies for production applications in various environments: Mass produced factories. Chem. Eng. Process. 2012, 51, 32-52.
18. Abdel-Fattah, A. F.; Abdel-Naby, M. A. Pretreatment and enzymatic saccharification of water hyacinth cellulose. Carbohydr. Polym. 2012, 87 (3), 2109-2113.
19. Ganguly, A.; Chatterjee, P. K.; Dey, A. Studies on ethanol production from water hyacinth: A review. Renewable Sustainable Energy Rev. 2012, 16, 966-972.
20. Forrest, A. K.; Hernandez, J.; Holtzapple, M. T. Effect of temperature and pretreatment conditions on mixed-acid fermentation of water hyacinth using a mixed culture of thermophilic microorganisms. Bioresour. Technol. 2010, 101 (19), 7510-7515.
21. Kim, S.; Holzapple, M. T. Lime pretreatment and enzymatic hydrolysis of corn stover. Bioresour. Technol. 2005, 96 (18), 1994-2006.
22. Mosier, N.; Wyman, C.; Dale, B.; Elander, R.; Lee, Y. Y.; Holtzapple, M.; Ladisch, M. Bioresour. Technol. 2005, 96 (6), 673-686.
23. Chanakya, H. N.; Borgaonkar, S.; Meena, G.; Jagadish, K. S. Solid-phase biogas production with garbage or water hyacinth. Bioresour. Technol. 1993, 46 (3), 227-231.
24. Gunnardsson, C. C.; Petersen, C. M. Water hyacinth as a resource in agriculture and energy production: A literature review. Waste Manage. 2007, 27 (1), 117-129.
25. Bhattacharya, A.; Kumar, P. Water hyacinth as a potential biofuel crop. Electron. J. Environ., Agric. Food Chem. 2010, 9 (1), 112-122.
26. O'Sullivan, C.; Rounsefell, B.; Grinham, A.; Clarke, W.; Udy, J. Anaerobic digestion of harvested aquatic weeds: Water hyacinth (Eichhornia crassipes), cabomba (Cabomba caroliniana) and salvinia (Salvinia molesta). Ecol. Eng. 2010, 36, 1459-1468.
27. Singhal, V.; Rai, J. P. N. Biogas production from water hyacinth and channel grass used for phytoremediation of industrial effluents. Bioresour. Technol. 2003, 86, 221-225.
28. Cheng, J.; Xie, B.; Zhou, J.; Song, W.; Cen, K. Cogeneration of H2 and CH4 from water hyacinth by two-step anaerobic fermentation. Int. J. Hydrogen Energy 2010, 35 (7), 3029-3035.
29. Fedler, C. B.; Duan, R. Biomass production for bioenergy using recycled wastewater in a natural waste treatment system. Resour., Conserv. Recycl. 2011, 55 (8), 793-800.
30. You, F.; Wang, B. Life cycle optimization of biomass to liquid supply chains with distributed centralized processing networks. Ind. Eng. Chem. Res. 2011, 50 (17), 10102-10127.
31. Sammons, N.; Eden, M.; Yuan, W.; Cullinan, H.; Aksoy, B. A flexible framework for optimal biorefinery product allocation. Environ. Prog. 2007, 26 (4), 349-354.
32. Van Dyken, S.; Bakken, B. H.; Skjelbred, H. I. Linear mixedinteger models for biomass supply chains with transport, storage and processing. Energy 2010, 35 (3), 1338-1350.
33. Iakovou, E.; Karagiannidis, A.; Vlachos, D.; Toka, A.; Malamakis, A. Waste biomass-to-energy supply chain management: A critical synthesis. Waste Manage. 2010, 30 (10), 1860-1870.
34. Cucek, L.; Lam, H. L.; Klemes, J. J.; Varbanov, P. S.; Kravenja, Z. Synthesis of regional networks for the supply of energy and bioproducts. Clean Technol. Environ. Policy 2010, 12 (6), 635-645.
35. Kostin, A. M.; Guillen-Gosalbez, G.; Mele, F. D.; Bagajewicz, M. J.; Jimenez, L. Design and planning of infrastructures for bioethanol and sugar production under demand uncertainty. Chem. Eng. Res. Des. 2012, 90 (3), 359-376.
36. Kim, J.; Realff, M. J.; Lee, J. H.; Whittaker, C.; Furtner, L. Design of biomass processing network for biofuel production using an MILP model. Biomass Bioenergy 2011, 35 (2), 853-871.
37. Papapostolou, C.; Kondili, E.; Kaldellis, J. K. Development and implementation of an optimization model for biofuels supply chain. Energy 2011, 36 (10), 6019-6026.
38. Parker, N.; Tittmann, P.; Hart, Q.; Nelson, R.; Skog, K.; Schmidt, A.; Gray, E.; Jenkins, B. Development of a biorefinery optimized biofuel supply curve for the western United States. Biomass Bioenergy 2010, 34 (11), 1597-1607.
39. Huang, Y.; Chen, C. W.; Fan, Y. Multistage optimization of the supply chains of biofuels. Transp. Res., Part E. 2010, 46 (6), 820-830.
40. Akgul, O.; Zamboni, A.; Bezzo, F.; Shah, N.; Papageorgiou, L. G. Optimization-based approaches for bioethanol supply chains. Ind. Eng. Chem. Res. 2011, 50 (9), 4927-4938.
41. Leao, R. R. C. C.; Hamacher, S.; Oliveira, F. Optimization of biodiesel supply chain based on small farmers: A case study in Brazil. Bioresour. Technol. 2011, 102 (19), 8958-8963.
42. Eksioglu, S. D.; Palak, G.; Mondala, A.; Greenwood, A. Supply chain designs and management for biocrude production via wastewater treatment. Environ. Prog. Sustainable Energy 2011, DOI: 10.1002/ep.10605.
43. Dansereau, L. P.; El-Halwagi, M. M.; Stuart, P. Sustainable Supply Chain for the Forest Biorefinery. In Design for Energy and the Environment; Proceedings of the 7th International Conference on the Foundations of Computer-Aided Process Design (FOCAPD), El-Halwagi, M. M., Linninger, A. A., Eds.; CRC Press: Taylor & Francis, 2009; pp 551-558.
44. Cruz, J. B.; Tan, R. R.; Culaba, A. B.; Ballacillo, J. A. A dynamic input-output model for nascent bioenergy supply chains. Appl. Energy. 2009, 86 (1), 586-594.
45. Dal-Mas, M.; Giarola, S.; Zambini, A.; Bezzo, F. Strategic design and investment capacity planning of the ethanol supply chain under price uncertainty. Biomass Bioenergy 2011, 35 (5), 2059-2071.
46. Tan, R. R.; Ballacillo, J. A. B.; Aviso, K. B.; Culaba, A. B. A fuzzy multiple-objective approach to the optimization of bioenergy system footprints. Chem. Eng. Res. Des. 2009, 87 (9), 1162-1170.
47. Zamboni, A.; Bezzo, F.; Shah, N. Spatially explicit static model for the strategic design of future bioethanol production systems. 2. Multi-objective environmental optimization. Energy Fuels 2009, 23 (10), 5134-5143.
48. Zamboni, A.; Murphy, R. J.; Woods, J.; Bezzo, F.; Shah, N. Biofuels carbon footprints: Whole-systems optimization for GHG emissions reductions. Bioresour. Technol. 2011, 102 (16), 7457-7465.
49. Santibáñez-Aguilar, J. E.; González-Campos, J. B.; Ponce-Ortega, J. M.; Serna-González, M.; El-Halwagi, M. M. Optimal planning of a biomass conversion system considering economic and environmental aspects. Ind. Eng. Chem. Res. 2011, 50 (14), 8558-8570.
50. Aviso, K. B.; Tan, R. R.; Culaba, A. B.; Cruz, J. B. Fuzzy inputoutput model for optimizing eco-industrial supply chains under water footprint constraints. J. Cleaner Prod. 2011, 19 (2-3), 187-196.
51. Mele, F. D.; Kostin, A. M.; Guillen-Gosalbez, G.; Jimenez, L. Multiobjective model for more sustainable fuel supply chains. A case study of the sugar cane in Argentina. Ind. Eng. Chem. Res. 2011, 50 (9), 4939-4958.
52. You, F.; Tao, L.; Graziano, D. J.; Snyder, S. W. Optimal design of sustainable cellulosic biofuel supply chains: Multiobjective optimization couple with life cycle assessment and input-output analysis. AIChE J. 2011, 58 (4), 1157-1180.
53. Giarola, S.; Zamboni, A.; Bezzo, F. Spatially explicit multiobjective optimization for the design and planning of hybrid first and second generation biorefineries. Comput. Chem. Eng. 2011, 35 (9), 1782-1797.
54. Bowling, I. M.; Ponce-Ortega, J. M.; El-Halwagi, M. M. Facility location and supply chain optimization for a biorefinery. Ind. Eng. Chem. Res. 2011, 50 (10), 6276-6286.
55. Tittmann, P. W.; Parker, N. C.; Hart, Q. J.; Jenkins, B. M. A spatially explicit techno-economic model of bioenergy and biofuels production in California. J. Transp. Geogr. 2010, 18 (6), 715-728.
56. Bai, Y.; Hwang, T.; Kang, S.; Ouyang, Y. Biofuel refinery location and supply chain planning under traffic congestion. Transp. Res., Part B 2011, 45 (1), 162-175.
57. Leduc, S.; Starfelt, F.; Dotzauer, E.; Kindermann, G.; McCallumn, I.; Oberteiner, M.; Lundgren, J. Optimal location of lignocellulosic ethanol refineries with plygeneration in Sweden. Energy 2010, 35 (6), 2709-2716.
58. Gebreslassie, B. H.; Yao, Y.; You, F. Design under uncertainty of hydrocarbon biorefinery supply chains: Multiobjective stochastic programming models, descomposition algorithm, and a comparison between CVaR and downside risk. AIChE J. 2012, 58 (7), 2155-2179.
59. Giarola, S.; Shah, N.; Bezzo, F. A comprehensive approach to the design of ethanol supply chains including carbon trading effect. Bioresour. Technol. 2012, 107, 175-185.
60. Pham, V.; Holtzapple, M. T.; El-Halwagi, M. M. Technoeconomic analysis of biomass to fuel via the MixAlco process. J. Ind. Microbiol. Biotechnol. 2010, 37 (11), 1157-1168.
61. Lu, W.; Wang, C.; Yang, Z. The preparation of High caloric fuel (HCF) from water hyacinth by deoxy-liquefaction. Bioresour. Technol. 2009, 100 (24), 6451-6456.
62. Government of Jalisco Programa Especial 21 Administración y uso del agua. Primera Actualización, 2011
63. Rodríguez-Trejo, E.; Ducoing-Chahó, E. Evaluation between the Factors and Activities in the Watershed of Patzcuaro, Michoacán. Universidad Autónoma Metropolitana: Unidad Iztapalapa, 2003.
64. López E., Bocco G. Cambio de uso de cobertura vegetal y uso del suelo en la cuenca de lago de Cuitzeo. Tesis Doctoral en Ciencias Biológicas. Facultad de Ciencias, UNAM, 2000.
65. Instituto Nacional de Ecologiá . Watersheds in Mexico. http://cuencas.ine.gob.mx/cuenca/ (accessed December 28, 2012).
66. Instituto Nacional de Ecologiá . Watersheds in Mexico. Lerma Chapala. http://cuencas.ine.gob.mx/cuenca/12A02.html (accessed December 28, 2012).
67. Instituto Nacional de Ecologiá . Watersheds in Mexico. Lago Atotonilco. http://cuencas.ine.gob.mx/cuenca/12D03.html (accessed December 28, 2012).
68. Instituto Nacional de Ecologiá . Watersheds in Mexico. Lago Sayula. http://cuencas.ine.gob.mx/cuenca/12D02.html (accessed December 28, 2012).
69. Instituto Nacional de Ecologiá . Watersheds in Mexico. Rio Balsas. http://cuencas.ine.gob.mx/cuenca/18A02.html (accessed December 28, 2012).
70. SENER. Energy Information System, 2012. http://sie.energia. gob.mx/sie/bdiController?action=login (accessed October 2012).
71. PEMEX. Memory of Work, 2010. http://www.pemex.com/files/content/Version- completa-memoria-de-labores-2010.pdf (accessed December 28, 2012).
72. Upper and Lower Limits for Pollutants for Discharge of Residual Water in Water Bodies; NOM-001-ECOL-1996; Secretaria de Medio Ambiente, Recursos Naturales y Pesca.
73. CONAGUA. Overall Availability per Capita. Atlas digital del agua México, 2012. http://www.conagua.gob.mx/atlas/atlas. html?seccion= 2&mapa=0# (accessed October 2012).
74. Rengaraj, S.; Yeon, K. H.; Moon, S. H. Removal of chromium from water and wastewater by ion exchange resins. J. Hazard. Mater. 2001, B87, 273-287.
75. Vaca Mier, M.; Lopez Callejas, R.; Gehr, R.; Jimenez Cisneros, B. E.; Alvarez, P. J. J. Heavy metal removal with Mexican clinoptilolite: Multi-component ionic exchange. Water Res. 2001, 35 (2), 373-378.
76. Thomas, S.; Currie, A.; Ltd, B. Greenock, Scotland, Arbor, Ann. Heavy metal removal from electroplatng wastewater using HA 216. Pollut. Control 2006, 29-31.