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Volumn 214, Issue , 2016, Pages 386-395

Modeling and optimization of anaerobic codigestion of potato waste and aquatic weed by response surface methodology and artificial neural network coupled genetic algorithm

Author keywords

Anaerobic codigestion; Methane; Optimization; Pistia stratiotes; Potato wastes

Indexed keywords

ALGORITHMS; BACKPROPAGATION; GENETIC ALGORITHMS; METHANE; NEURAL NETWORKS; SURFACE PROPERTIES;

EID: 84964867256     PISSN: 09608524     EISSN: 18732976     Source Type: Journal    
DOI: 10.1016/j.biortech.2016.04.068     Document Type: Article
Times cited : (166)

References (35)
  • 1
    • 0025834832 scopus 로고
    • Biogas production from the aquatic weed Pistia (Pistia stratiotes)
    • Abbasi S.A., Nipaney P.C., Panholzer M.B. Biogas production from the aquatic weed Pistia (Pistia stratiotes). Bioresour. Technol. 1991, 37:211-214.
    • (1991) Bioresour. Technol. , vol.37 , pp. 211-214
    • Abbasi, S.A.1    Nipaney, P.C.2    Panholzer, M.B.3
  • 2
    • 84964864931 scopus 로고    scopus 로고
    • (accessed 06.03.16).
    • Agricultural Statistics at a Glance, 2014. (accessed 06.03.16). http://eands.dacnet.nic.in/latest_2013.htm.
    • (2014)
  • 3
    • 48049089188 scopus 로고    scopus 로고
    • Anaerobic co-digestion of aquatic flora and quinoa with manures from Bolivin Altiplano
    • Álvarez R., Lidén G. Anaerobic co-digestion of aquatic flora and quinoa with manures from Bolivin Altiplano. Waste Manage. 2008, 28:1933-1940.
    • (2008) Waste Manage. , vol.28 , pp. 1933-1940
    • Álvarez, R.1    Lidén, G.2
  • 4
    • 84919587772 scopus 로고    scopus 로고
    • Long-term thermophilic mono-digestion of rendering wastes and codigestion with potato pulp
    • Bayr S., Ojanperä M., Kaparaju P., Rintala J. Long-term thermophilic mono-digestion of rendering wastes and codigestion with potato pulp. Waste Manage. 2014, 34:1853-1859.
    • (2014) Waste Manage. , vol.34 , pp. 1853-1859
    • Bayr, S.1    Ojanperä, M.2    Kaparaju, P.3    Rintala, J.4
  • 5
    • 84906234025 scopus 로고    scopus 로고
    • Modeling and optimization of bioethanol production from breadfruit starch hydrolyzate vis-à-vis response surface methodology and artificial neural network
    • Betiku E., Taiwo A.E. Modeling and optimization of bioethanol production from breadfruit starch hydrolyzate vis-à-vis response surface methodology and artificial neural network. Renewable Energy 2015, 74:87-94.
    • (2015) Renewable Energy , vol.74 , pp. 87-94
    • Betiku, E.1    Taiwo, A.E.2
  • 6
    • 9644262757 scopus 로고    scopus 로고
    • Bioreactor performance in anaerobic digestion of fruit and vegetable wastes
    • Bouallagui H., Touhami Y., Ben Cheikh R., Hamdi M. Bioreactor performance in anaerobic digestion of fruit and vegetable wastes. Process Biochem. 2005, 40:989-995.
    • (2005) Process Biochem. , vol.40 , pp. 989-995
    • Bouallagui, H.1    Touhami, Y.2    Ben Cheikh, R.3    Hamdi, M.4
  • 7
    • 0022931233 scopus 로고
    • Anaerobic digestion of organic fraction of municipal solid waste digester performance
    • Cecchi E., Traverso P.G., Cescon P. Anaerobic digestion of organic fraction of municipal solid waste digester performance. Sci. Total Environ. 1986, 56:183-197.
    • (1986) Sci. Total Environ. , vol.56 , pp. 183-197
    • Cecchi, E.1    Traverso, P.G.2    Cescon, P.3
  • 8
    • 2942666392 scopus 로고    scopus 로고
    • Effect of pectin on anaerobic digestion of distillery effluent and biomethanogenesis in fed batch reactor
    • Chandra R., Gupta R.S. Effect of pectin on anaerobic digestion of distillery effluent and biomethanogenesis in fed batch reactor. Indian J. Environ. Prot. 1997, 17:19-23.
    • (1997) Indian J. Environ. Prot. , vol.17 , pp. 19-23
    • Chandra, R.1    Gupta, R.S.2
  • 9
    • 2942657768 scopus 로고
    • Evaluation of the potentiality of tree leaves for biogas production
    • Chowdhry S.D.R., Gupta S.K., Banergy S.K., Chowdhry S.D.R. Evaluation of the potentiality of tree leaves for biogas production. Indian For. 1994, 120:720-728.
    • (1994) Indian For. , vol.120 , pp. 720-728
    • Chowdhry, S.D.R.1    Gupta, S.K.2    Banergy, S.K.3    Chowdhry, S.D.R.4
  • 10
    • 49249118741 scopus 로고    scopus 로고
    • Comparison of artificial neural network (ANN) and response surface methodology (RSM) in fermentation media optimization: case study of fermentative production of scleroglucan
    • Desai K.M., Survase S.A., Saudagar P.S., Lele S.S., Singhal R.S. Comparison of artificial neural network (ANN) and response surface methodology (RSM) in fermentation media optimization: case study of fermentative production of scleroglucan. Biochem. Eng. J. 2008, 41:263-272.
    • (2008) Biochem. Eng. J. , vol.41 , pp. 263-272
    • Desai, K.M.1    Survase, S.A.2    Saudagar, P.S.3    Lele, S.S.4    Singhal, R.S.5
  • 12
    • 84904299442 scopus 로고    scopus 로고
    • Biogas energy production from tropical biomass wastes by anaerobic digestion
    • Ge X., Matsumoto T., Keith L., Li Y. Biogas energy production from tropical biomass wastes by anaerobic digestion. Bioresour. Technol. 2014, 169:38-44.
    • (2014) Bioresour. Technol. , vol.169 , pp. 38-44
    • Ge, X.1    Matsumoto, T.2    Keith, L.3    Li, Y.4
  • 13
    • 84957308852 scopus 로고    scopus 로고
    • Solid-state anaerobic digestion of lignocellulosic biomass: Recent progress and perspectives
    • Ge X., Xu F., Li Y. Solid-state anaerobic digestion of lignocellulosic biomass: Recent progress and perspectives. Bioresour. Technol. 2016, 205:239-249.
    • (2016) Bioresour. Technol. , vol.205 , pp. 239-249
    • Ge, X.1    Xu, F.2    Li, Y.3
  • 14
    • 84908627963 scopus 로고    scopus 로고
    • Optimization of the specific methanogenic activity during the anaerobic codigestion of pig manure and rice straw, using industrial clay residues as inorganic additive
    • Jiménez J., Guardia-Puebla Y., Cisneros-Ortiz M.E., Morgan-Sagastume J.M., Guerra G., Noyola A. Optimization of the specific methanogenic activity during the anaerobic codigestion of pig manure and rice straw, using industrial clay residues as inorganic additive. Chem. Eng. J. 2015, 259:703-714.
    • (2015) Chem. Eng. J. , vol.259 , pp. 703-714
    • Jiménez, J.1    Guardia-Puebla, Y.2    Cisneros-Ortiz, M.E.3    Morgan-Sagastume, J.M.4    Guerra, G.5    Noyola, A.6
  • 15
    • 84906781488 scopus 로고    scopus 로고
    • Anaerobic digestion of Chinese cabbage waste silage with swine manure for biogas production: batch and continuous study
    • Kafle G.K., Bhattarai S., Kim S.H., Chen L. Anaerobic digestion of Chinese cabbage waste silage with swine manure for biogas production: batch and continuous study. Environ. Technol. 2014, 35:2708-2717.
    • (2014) Environ. Technol. , vol.35 , pp. 2708-2717
    • Kafle, G.K.1    Bhattarai, S.2    Kim, S.H.3    Chen, L.4
  • 16
    • 84860886604 scopus 로고    scopus 로고
    • Modeling and optimization of biogas production on saw dust and other co-substrates using artificial neural network and genetic algorithm
    • Kana E.B.G., Oloke J.K., Lateef A., Adesiyan M.O. Modeling and optimization of biogas production on saw dust and other co-substrates using artificial neural network and genetic algorithm. Renewable Energy 2012, 46:276-281.
    • (2012) Renewable Energy , vol.46 , pp. 276-281
    • Kana, E.B.G.1    Oloke, J.K.2    Lateef, A.3    Adesiyan, M.O.4
  • 17
    • 84961114196 scopus 로고    scopus 로고
    • Continuous fermentation of food waste leachate for the production of volatile fatty acids and potential as a denitrification carbon source
    • Kim H., Kim J., Shin S.G., Hwang S., Lee C. Continuous fermentation of food waste leachate for the production of volatile fatty acids and potential as a denitrification carbon source. Bioresour. Technol. 2016, 207:440-445.
    • (2016) Bioresour. Technol. , vol.207 , pp. 440-445
    • Kim, H.1    Kim, J.2    Shin, S.G.3    Hwang, S.4    Lee, C.5
  • 18
    • 0020504414 scopus 로고
    • Anaerobic treatment of high strength, high solid potato wastes
    • Landine R.C., Brown G.J., Cocci A.A., Virara H. Anaerobic treatment of high strength, high solid potato wastes. Agric. Wastes 1983, 7:111-123.
    • (1983) Agric. Wastes , vol.7 , pp. 111-123
    • Landine, R.C.1    Brown, G.J.2    Cocci, A.A.3    Virara, H.4
  • 19
    • 84947048477 scopus 로고    scopus 로고
    • Anaerobic digestion of pre-fermented potato peel wastes for methane production
    • Liang S., McDonald A.G. Anaerobic digestion of pre-fermented potato peel wastes for methane production. Waste Manage. 2015, 46:197-200.
    • (2015) Waste Manage. , vol.46 , pp. 197-200
    • Liang, S.1    McDonald, A.G.2
  • 20
    • 84964909488 scopus 로고    scopus 로고
    • Dairy Knowledge portal
    • (accessed on 19.10.2014).
    • National Dairy Development Board (NDDB), Dairy Knowledge portal, <> (accessed on 19.10.2014). http://www.dairyknowledge.in/article/potato-waste.
  • 21
    • 84926335192 scopus 로고    scopus 로고
    • Fdz-Polanco Theoretical methane production generated by the co-digestion of organic fraction municipal solid waste and biological sludge
    • Nielfa A., Cano R., Fdz-Polanco Theoretical methane production generated by the co-digestion of organic fraction municipal solid waste and biological sludge. Biotechnol. Rep. 2015, 5:14-21.
    • (2015) Biotechnol. Rep. , vol.5 , pp. 14-21
    • Nielfa, A.1    Cano, R.2
  • 22
    • 0023171587 scopus 로고
    • Influence of temperature on biogas production from Pistia stratiotes
    • Nipaney P.C., Panholzer M.B. Influence of temperature on biogas production from Pistia stratiotes. Biol. Wastes 1987, 19:267-274.
    • (1987) Biol. Wastes , vol.19 , pp. 267-274
    • Nipaney, P.C.1    Panholzer, M.B.2
  • 23
    • 77952530233 scopus 로고    scopus 로고
    • Potato processing story: industrial limitations, challenges ahead and vision for the future
    • Pandey S.K., Marwaha R.S., Dinesh Kumar, Singh S.V. Potato processing story: industrial limitations, challenges ahead and vision for the future. Potato J. 2009, 36:1-13.
    • (2009) Potato J. , vol.36 , pp. 1-13
    • Pandey, S.K.1    Marwaha, R.S.2    Dinesh, Kumar3    Singh, S.V.4
  • 24
    • 2642528747 scopus 로고    scopus 로고
    • Anaerobic batch digestion of solid potato waste alone and in combination with sugar beet leaves
    • Parawira W., Murto M., Zvauya R., Mattiasson B. Anaerobic batch digestion of solid potato waste alone and in combination with sugar beet leaves. Renewable Energy 2004, 29:1811-1823.
    • (2004) Renewable Energy , vol.29 , pp. 1811-1823
    • Parawira, W.1    Murto, M.2    Zvauya, R.3    Mattiasson, B.4
  • 25
    • 22644442425 scopus 로고    scopus 로고
    • Profile of hydrolases and biogas production during two-stage mesophilic anaerobic digestion of solid potato waste
    • Parawira W., Murto M., Read J.S., Mattiasson B. Profile of hydrolases and biogas production during two-stage mesophilic anaerobic digestion of solid potato waste. Process Biochem. 2005, 40:2945-2952.
    • (2005) Process Biochem. , vol.40 , pp. 2945-2952
    • Parawira, W.1    Murto, M.2    Read, J.S.3    Mattiasson, B.4
  • 28
    • 0027440370 scopus 로고
    • Measurements of the specific methanogenic activity of anaerobic digestor biomass
    • Sorensen A.H., Ahring B.K. Measurements of the specific methanogenic activity of anaerobic digestor biomass. Appl. Microbiol. Biotechnol. 1993, 40:427-431.
    • (1993) Appl. Microbiol. Biotechnol. , vol.40 , pp. 427-431
    • Sorensen, A.H.1    Ahring, B.K.2
  • 29
    • 0027641334 scopus 로고
    • Methanogenic and non-methanogenic activity tests. Theoretical basis and experimental set up
    • Soto M., Mendez R., Lema J.M. Methanogenic and non-methanogenic activity tests. Theoretical basis and experimental set up. Water Res. 1993, 27:1361-1376.
    • (1993) Water Res. , vol.27 , pp. 1361-1376
    • Soto, M.1    Mendez, R.2    Lema, J.M.3
  • 31
    • 84871550156 scopus 로고    scopus 로고
    • Response surface optimization of methane potentials in anaerobic codigestion of multiple substrates: dairy, chicken manure and wheat straw
    • Wang X., Yang G., Li F., Feng Y., Ren G. Response surface optimization of methane potentials in anaerobic codigestion of multiple substrates: dairy, chicken manure and wheat straw. Waste Manage. Res. 2013, 31:60-66.
    • (2013) Waste Manage. Res. , vol.31 , pp. 60-66
    • Wang, X.1    Yang, G.2    Li, F.3    Feng, Y.4    Ren, G.5
  • 32
    • 84945316327 scopus 로고    scopus 로고
    • How does poly(hydroxyalkanoate) affect methane production from the anaerobic digestion of waste-activated sludge?
    • Wang D., Zhao J., Zeng G., Chen Y., Bond P.L., Li X. How does poly(hydroxyalkanoate) affect methane production from the anaerobic digestion of waste-activated sludge?. Environ. Sci. Technol. 2015, 49:12253-12262.
    • (2015) Environ. Sci. Technol. , vol.49 , pp. 12253-12262
    • Wang, D.1    Zhao, J.2    Zeng, G.3    Chen, Y.4    Bond, P.L.5    Li, X.6
  • 33
    • 84955512727 scopus 로고    scopus 로고
    • Polyhydroxyalkanoates in waste activated sludge enhances anaerobic methane production through improving biochemical methane potential instead of hydrolysis rate
    • Wang Q., Sun J., Zhang C., Xie G.J., Zhou X., Qian J., Yang G., Zeng G., Liu Y., Wang D. Polyhydroxyalkanoates in waste activated sludge enhances anaerobic methane production through improving biochemical methane potential instead of hydrolysis rate. Sci. Rep. 2016, 6:19713. 10.1038/srep19713.
    • (2016) Sci. Rep. , vol.6 , pp. 19713
    • Wang, Q.1    Sun, J.2    Zhang, C.3    Xie, G.J.4    Zhou, X.5    Qian, J.6    Yang, G.7    Zeng, G.8    Liu, Y.9    Wang, D.10
  • 34
    • 0027232402 scopus 로고
    • One and two step anaerobic digestion of solid agro-industrial residues
    • Weiland P. One and two step anaerobic digestion of solid agro-industrial residues. Water Sci. Technol. 1993, 27:145-151.
    • (1993) Water Sci. Technol. , vol.27 , pp. 145-151
    • Weiland, P.1
  • 35
    • 84942036823 scopus 로고    scopus 로고
    • Enhancing biogas generation performance from food wastes by high-solids thermophilic anaerobic digestion: Effect of pH adjustment
    • Yang L., Huang Y., Zhao M., Huang Z., Miao H., Xu Z., Ruan W. Enhancing biogas generation performance from food wastes by high-solids thermophilic anaerobic digestion: Effect of pH adjustment. Int. Biodeterior. Biodegrad. 2015, 105:153-159.
    • (2015) Int. Biodeterior. Biodegrad. , vol.105 , pp. 153-159
    • Yang, L.1    Huang, Y.2    Zhao, M.3    Huang, Z.4    Miao, H.5    Xu, Z.6    Ruan, W.7


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