메뉴 건너뛰기




Volumn 72, Issue , 2014, Pages 266-273

Mathematical modeling and process parameters optimization studies by artificial neural network and response surface methodology: A case of non-edible neem (Azadirachta indica) seed oil biodiesel synthesis

Author keywords

Artificial neural network; Biodiesel; Neem oil; Optimization; Response surface methodology

Indexed keywords

BIODIESEL; METHANOL; OPTIMIZATION; PETROLEUM INDUSTRY; POTASSIUM HYDROXIDE; REGRESSION ANALYSIS; SURFACE PROPERTIES; SYNTHETIC FUELS;

EID: 84904168490     PISSN: 03605442     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.energy.2014.05.033     Document Type: Article
Times cited : (143)

References (20)
  • 1
    • 77955262867 scopus 로고    scopus 로고
    • Biodiesel production from Croton megalocarpus oil and its process optimization
    • Kafuku G., Mbarawa M. Biodiesel production from Croton megalocarpus oil and its process optimization. Fuel 2010, 89:4732-4745.
    • (2010) Fuel , vol.89 , pp. 4732-4745
    • Kafuku, G.1    Mbarawa, M.2
  • 2
    • 24344467824 scopus 로고    scopus 로고
    • Prospects and potential of fatty acid methyl esters of some non-traditional seed oils for use as biodiesel in India
    • Azam M.M., Waris A., Nahar N.M. Prospects and potential of fatty acid methyl esters of some non-traditional seed oils for use as biodiesel in India. Biomass Bioenergy 2005, 29:293-302.
    • (2005) Biomass Bioenergy , vol.29 , pp. 293-302
    • Azam, M.M.1    Waris, A.2    Nahar, N.M.3
  • 3
    • 84883794200 scopus 로고    scopus 로고
    • Solid acid-catalyzed biodiesel production from microalgal oil-the dual advantage
    • Sani Y.M., Wan Daud W.M.A., Abdul Aziz A.R. Solid acid-catalyzed biodiesel production from microalgal oil-the dual advantage. JEnv Chem Eng 2013, 113-121.
    • (2013) JEnv Chem Eng , pp. 113-121
    • Sani, Y.M.1    Wan Daud, W.M.A.2    Abdul Aziz, A.R.3
  • 4
    • 84881263094 scopus 로고    scopus 로고
    • Methanolysis optimization of sesame (Sesamum indicum) oil to biodiesel and fuel quality characterization
    • Betiku E., Adepoju T.F. Methanolysis optimization of sesame (Sesamum indicum) oil to biodiesel and fuel quality characterization. Int J Energy Environ Eng 2013, 4:9.
    • (2013) Int J Energy Environ Eng , vol.4 , pp. 9
    • Betiku, E.1    Adepoju, T.F.2
  • 5
    • 10044222136 scopus 로고    scopus 로고
    • Prospects of biodiesel production from vegetable oils India
    • Barnwal B.K., Sharma M.P. Prospects of biodiesel production from vegetable oils India. Renew Sustain Energy Rev 2005, 9:363-378.
    • (2005) Renew Sustain Energy Rev , vol.9 , pp. 363-378
    • Barnwal, B.K.1    Sharma, M.P.2
  • 7
    • 84881249869 scopus 로고    scopus 로고
    • Production of biodiesel from crude neem oil feedstock and its emissions from internal combustion engines
    • Aransiola E.F., Betiku E., Ikhuomoregbe D.I.O., Ojumu T.V. Production of biodiesel from crude neem oil feedstock and its emissions from internal combustion engines. Afr J Biotechnol 2012, 11:6178-6186.
    • (2012) Afr J Biotechnol , vol.11 , pp. 6178-6186
    • Aransiola, E.F.1    Betiku, E.2    Ikhuomoregbe, D.I.O.3    Ojumu, T.V.4
  • 8
    • 27744457143 scopus 로고    scopus 로고
    • An artificial neural network analysis of porcine pancreas lipase catalyzed esterification of athranilic acid with methanol
    • Manohar B., Divakar S. An artificial neural network analysis of porcine pancreas lipase catalyzed esterification of athranilic acid with methanol. Process Biochem 2005, 40:3372-3376.
    • (2005) Process Biochem , vol.40 , pp. 3372-3376
    • Manohar, B.1    Divakar, S.2
  • 9
    • 84892851837 scopus 로고    scopus 로고
    • Statistical approach to the optimization of oil from beniseed (Sesamum indicum) oil seeds
    • Betiku E., Adepoju T.F., Omole A.K., Aluko S.E. Statistical approach to the optimization of oil from beniseed (Sesamum indicum) oil seeds. JFood Sci Eng 2012, 2:351-357.
    • (2012) JFood Sci Eng , vol.2 , pp. 351-357
    • Betiku, E.1    Adepoju, T.F.2    Omole, A.K.3    Aluko, S.E.4
  • 10
    • 34447094718 scopus 로고    scopus 로고
    • Biodiesel production from jatropha oil (Jatropha curcas) with high free fatty acids: an optimized process
    • Tiwari A.K., Kumar A., Raheman H. Biodiesel production from jatropha oil (Jatropha curcas) with high free fatty acids: an optimized process. Biomass Bioenergy 2007, 31:569-575.
    • (2007) Biomass Bioenergy , vol.31 , pp. 569-575
    • Tiwari, A.K.1    Kumar, A.2    Raheman, H.3
  • 11
    • 4344571050 scopus 로고    scopus 로고
    • Optimization of culture parameters for extracellular protease production from a newly isolated Pseudomonas sp. using response surface and artificial neural network models
    • Dutta J.R., Dutta P.K., Banerjee R. Optimization of culture parameters for extracellular protease production from a newly isolated Pseudomonas sp. using response surface and artificial neural network models. Process Biochem 2004, 39:2193-2198.
    • (2004) Process Biochem , vol.39 , pp. 2193-2198
    • Dutta, J.R.1    Dutta, P.K.2    Banerjee, R.3
  • 12
    • 59349083164 scopus 로고    scopus 로고
    • Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA
    • Rajendra M., Jena P.C., Raheman H. Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA. Fuel 2009, 88:868-875.
    • (2009) Fuel , vol.88 , pp. 868-875
    • Rajendra, M.1    Jena, P.C.2    Raheman, H.3
  • 13
    • 33644895012 scopus 로고    scopus 로고
    • Performance and exhaust emissions of a biodiesel engine
    • Canakci M., Erdil A., Arcaklioglu E. Performance and exhaust emissions of a biodiesel engine. Appl Energy 2006, 83:594-605.
    • (2006) Appl Energy , vol.83 , pp. 594-605
    • Canakci, M.1    Erdil, A.2    Arcaklioglu, E.3
  • 14
    • 84892835385 scopus 로고    scopus 로고
    • Modeling and optimization of Thevetia peruviana (yellow oleander) oil biodiesel synthesis via Musa paradisiacal (plantain) peels as heterogeneous base catalyst: a case of artificial neural network vs. response surface methodology
    • Betiku E., Ajala S.O. Modeling and optimization of Thevetia peruviana (yellow oleander) oil biodiesel synthesis via Musa paradisiacal (plantain) peels as heterogeneous base catalyst: a case of artificial neural network vs. response surface methodology. Ind Crops Prod 2014, 53:314-322.
    • (2014) Ind Crops Prod , vol.53 , pp. 314-322
    • Betiku, E.1    Ajala, S.O.2
  • 15
    • 34347379500 scopus 로고    scopus 로고
    • Modeling and optimization II: comparison of estimation capabilities of response methodology with artificial neural networks in a chemical reaction
    • Baş D., Boyaci H.I. Modeling and optimization II: comparison of estimation capabilities of response methodology with artificial neural networks in a chemical reaction. JFood Eng 2007, 78:846-854.
    • (2007) JFood Eng , vol.78 , pp. 846-854
    • Baş, D.1    Boyaci, H.I.2
  • 16
    • 60249084620 scopus 로고    scopus 로고
    • Amodeling study by response surface methodology and artificial neural network on culture parameters optimization for thermostable lipase production from a newly isolated thermophilic Geobacillus sp. strain ARM
    • Ehrahimpour A., Abd Rahaman Z.N., Ean Ch'ng D.H., Basri M., Salleh A.B. Amodeling study by response surface methodology and artificial neural network on culture parameters optimization for thermostable lipase production from a newly isolated thermophilic Geobacillus sp. strain ARM. BMC Tech 2008, 8:96.
    • (2008) BMC Tech , vol.8 , pp. 96
    • Ehrahimpour, A.1    Abd Rahaman, Z.N.2    Ean Ch'ng, D.H.3    Basri, M.4    Salleh, A.B.5
  • 17
    • 78650683310 scopus 로고    scopus 로고
    • Two-step biodiesel production from Calophyllum inophyllum oil: optimization of modified β-zeolite catalyzed pre-treatment
    • SathyaSelvabala V., Selvaraj D.K., Kalimuthu J., Periyaraman P.M., Subramanian S. Two-step biodiesel production from Calophyllum inophyllum oil: optimization of modified β-zeolite catalyzed pre-treatment. Bioresour Technol 2011, 102:1066-1072.
    • (2011) Bioresour Technol , vol.102 , pp. 1066-1072
    • SathyaSelvabala, V.1    Selvaraj, D.K.2    Kalimuthu, J.3    Periyaraman, P.M.4    Subramanian, S.5
  • 18
    • 79960811165 scopus 로고    scopus 로고
    • Multivariate optimization in the biosynthesis of a triethanolamine (TEA)-based esterquat cationic surfactant using an artificial neural network
    • Masoumi H.R.F., Kassim A., Basri M., Abdullah D.K., Haron M.J. Multivariate optimization in the biosynthesis of a triethanolamine (TEA)-based esterquat cationic surfactant using an artificial neural network. Molecules 2011, 16:5538-5549.
    • (2011) Molecules , vol.16 , pp. 5538-5549
    • Masoumi, H.R.F.1    Kassim, A.2    Basri, M.3    Abdullah, D.K.4    Haron, M.J.5
  • 20
    • 41549128104 scopus 로고    scopus 로고
    • An artificial neural network approach for the prediction of absorption measurements of an evanescent field fiber sensor
    • Saracoglu O.G. An artificial neural network approach for the prediction of absorption measurements of an evanescent field fiber sensor. Sensors 2008, 8:1585-1594.
    • (2008) Sensors , vol.8 , pp. 1585-1594
    • Saracoglu, O.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.