Optimization of KOH-catalyzed methanolysis of hempseed oil

Energy Conversion and Management

Volumn 103, Issue , 2015, Pages 235-243

  Stamenković, Olivera S ^a   Veličković, Ana V ^a   Kostić, Milan D ^a   Joković, Nataša M ^a   Rajković, Katarina M ^b   Milić, Petar S ^c   Veljković, Vlada B ^a  

^a UNIVERSITY OF NI   (Serbia)

^b High Chemical and Technological School for Professional Studies   (Serbia)

^c High Medical School of Professional Studies   (Serbia)

Author keywords

Artificial neural network; Biodiesel; Hempseed oil; Methanolysis; Optimization; Response surface methodology

Indexed keywords

BIODIESEL; CATALYSIS; NEURAL NETWORKS; OPTIMIZATION; POTASSIUM HYDROXIDE; SURFACE PROPERTIES;

ARTIFICIAL NEURAL NETWORK MODELING; CENTRAL COMPOSITE ROTATABLE DESIGN; COEFFICIENT OF DETERMINATION; HEMPSEED OIL; METHANOLYSIS; OPTIMUM REACTION TEMPERATURE; RELATIVE PERCENTAGE DEVIATIONS; RESPONSE SURFACE METHODOLOGY;

GENETIC ALGORITHMS;

EID: 84935420072     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2015.06.054     Document Type: Article

References (42)

1. M.M. Gui, K.T. Lee, and S. Bhatia Feasibility of edible oil vs. non-edible oil vs. waste edible oil as biodiesel feedstock Energy 33 2008 1646 1653
2. I.B. Banković-Ilić, O.S. Stamenković, and V.B. Veljković Biodiesel production from non-edible plant oils Renew Sust Energy Rev 16 2012 3621 3647
3. M. Ahmad, K. Ullah, M.A. Khan, M. Zafar, M. Tariq, and S. Ali Physicochemical analysis of hemp oil biodiesel: a promising non edible new source for bioenergy Energy Source A 33 2011 1365 1374
4. H.-R. Kymäläinen, and A.-M. Sjöberg Flax and hemp fibres as raw materials for thermal insulation Build Environ 43 2008 1261 1269
5. M. Hautala, A. Pasila, and J. Pirilä Use of hemp and flax in composite manufacture: a search for new production methods Compos Part A: Appl Sci Manuf 35 2004 11 16
6. B. Sipos, E. Kreuger, S.-E. Svensson, K. Réczey, L. Björnsson, and G. Zacchi Steam pretreatment of dry and ensiled industrial hemp for ethanol production Biomass Bioenergy 34 2010 1721 1731
7. S.-Y. Li, J.D. Stuart, Y. Li, and R.S. Parnas The feasibility of converting Cannabis sativa L. oil into biodiesel Bioresource Technol 101 2010 8457 8460
8. S.S. Ragit, S.K. Mohapatra, P. Gill, and K. Kundu Brown hemp methyl ester: transesterification process and evaluation of fuel properties Biomass Bioenergy 41 2012 14 20
9. R. Yang, M. Su, M. Li, J. Zhang, X. Hao, and H. Zhang One-pot process combining transesterification and selective hydrogenation for biodiesel production from starting material of high degree of unsaturation Bioresource Technol 101 2010 5903 5909
10. M. Su, R. Yang, and M. Li Biodiesel production from hempseed oil using alkaline earth metal oxides supporting copper oxide as bi-functional catalysts for transesterification and selective hydrogenation Fuel 103 2013 398 407
11. J.L. Deferne, and D.W. Pate Hemp seed oil: a source of valuable essential fatty acids J Int Hemp Assoc 3 1996 4 7
12. K.S.B. Cavalcante, M.N.C. Penha, K.K.M. Mendonça, H.C. Louzeiro, A.C.S. Vasconcelos, and A.P. Maciel Optimization of transesterification of castor oil with ethanol using a central composite rotatable design (CCRD) Fuel 89 2010 1172 1176
13. J. Kansedo, and K.T. Lee Process optimization and kinetic study for biodiesel production from non-edible sea mango (Cerbera odollam) oil using response surface methodology Chem Eng J 214 2013 157 164
14. H.V. Lee, R. Yunus, J.C. Juan, and Y.H. Taufiq-Yap Process optimization design for jatropha-based biodiesel production using response surface methodology Fuel Process Technol 92 2011 2420 2428
15. A.V. Veličković, O.S. Stamenković, and V.B. Veljković Application of the full factorial design to optimization of base-catalyzed sunflower oil ethanolysis Fuel 104 2013 433 442
16. P.-L. Boey, S. Ganesan, G.P. Maniam, M. Khairuddean, and J. Efendi A new heterogeneous acid catalyst for esterification: optimization using response surface methodology Energy Convers Manage 65 2013 392 396
17. M. Rahimi, A. Aghel, M. Alitabar, A. Sepahvand, and H.R. Ghasempour Optimization of biodiesel production from soybean oil in a microreactor Energy Convers Manage 79 2014 599 605
18. S.E. Mahesh, A. Ramanathan, K.M. Meera, S. Begum, and A. Narayanan Biodiesel production from waste cooking oil using KBr impregnated CaO as catalyst Energy Convers Manage 91 2015 442 450
19. E. Betiku, S.S. Okunsolawo, O.S. Ajala, and S.O. Odedele Performance evaluation of artificial neural network coupled with generic algorithm and response surface methodology in modeling and optimization of biodiesel production process parameters from shea tree (Vitellaria paradoxa) nut butter Renew Energy 76 2015 408 417
20. O.S. Stamenković, K. Rajković, A.V. Veličković, P.S. Milić, and V.B. Veljković Optimization of base-catalyzed ethanolysis of sunflower oil by regression and artificial neural network models Fuel Process Technol 114 2013 101 108
21. K.M. Rajković, J.M. Avramović, P.S. Milić, O.S. Stamenković, and V.B. Veljković Optimization of ultrasound-assisted base-catalyzed methanolysis of sunflower oil using response surface and artificial neural network methodologies Chem Eng J 215-216 2013 82 89
22. A.H.M. Fauzi, and N.A.S. Amin Optimisation of oleic acid esterification catalyzed by ionic liquid for green biodiesel synthesis Energy Convers Manage 76 2013 818 827
23. M. Liu, S. Niu, C. Lu, and S. Cheng An optimization study on transesterification catalyzed by the activated carbide slag through the response surface methodology Energy Convers Manage 92 2015 496 506
24. M. Mir, and S.M. Ghoreishi Response surface optimization of biodiesel production via catalytic transesterification of fatty acids Chem Eng Technol 38 2015 835 843
25. A. Talebian-Kiakalaieh, N.A.S. Amin, A. Zarei, and I. Noshadi Transesterification of waste cooking oil by heteropoly acid (HPA) catalyst: optimization and kinetic model Appl Energy 102 2013 283 292
26. A.J. Yuste, and M.P. Dorado A neural network approach to simulate biodiesel production from waste olive oil Energy Fuel 20 2006 399 402
27. AOCS Official and tentative methods 1980 American Oil Chemists' Society Chicago
28. I. Stanisavljević, S. Lakićević, D. Veličković, M. Lazić, and V. Veljković The extraction of oil from tobacco (Nicotiana tabacum L.) seeds Chem Ind Chem Eng Quart 13 2007 41 50
29. J.M. Avramović, O.S. Stamenković, Z.B. Todorović, M.L. Lazić, and V.B. Veljković Empirical modeling of ultrasound assisted base-catalyzed sunflower oil methanolysis kinetics Chem Ind Chem Eng Quart 18 2012 115 127
30. G. Vicente, A. Coteron, M. Martínez, and J. Aracil Application of the factorial design of experiments and response surface methodology to optimize biodiesel production Ind Crop Prod 8 1998 29 35
31. G.F. Silva, F.L. Camargo, and A.L.O. Ferreira Application of response surface methodology for optimization of biodiesel production by transesterification of soybean oil with ethanol Fuel Process Technol 92 2011 407 413
32. M.A. Olutoye, and B.H. Hameed Synthesis of fatty acid methyl ester from crude jatropha (Jatropha curcas Linnaeus) oil using aluminum oxide modified Mg-Zn heterogeneous catalyst Bioresource Technol 102 2011 6392 6398
33. A.F. Zanette, R.A. Barella, S.B.C. Pergher, H. Treichel, D. Oliveira, and M.A. Mazutti Screening, optimization and kinetics of Jatropha curcas oil transesterification with heterogeneous catalysts Renew Energy 36 2011 726 731
34. H. Zhu, Z. Wu, Y. Chen, P. Zhang, S. Duan, and X. Liu Preparation of biodiesel catalyzed by solid super base of calcium oxide and its refining process Chin J Catal 27 2006 391 396
35. N.L. da Silva, C.D. Batistella, R.M. Filho, and M.R.W. Maciel Biodiesel production from castor oil: optimization of alkaline ethanolysis Energy Fuel 23 2009 5636 5642
36. X. Wu, and D.Y.C. Leung Optimization of biodiesel production from camelina oil using orthogonal experiment Appl Energy 88 2011 3615 3624
37. M. Rajendra, P.C. Jena, and H. Raheman Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA Fuel 88 2009 868 875
38. J. Prakash Maran, and B. Priya Modeling of ultrasound assisted intensification of biodiesel production from neem (Azadirachta indica) oil using response surface methodology and artificial neural network Fuel 143 2015 262 267
39. E. Betiku, and S.O. Ajala 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 Crop Prod 53 2014 314 322
40. J. Prakash Maran, and B. Priya Comparison of response surface methodology and artificial neural network approach towards efficient ultrasound-assisted biodiesel production from muskmelon oil Ultrason Sonochem 23 2015 192 200
41. R. Chakraborty, and H. Sahu Intensification of biodiesel production from waste goat tallow using infrared radiation: process evaluation through response surface methodology and artificial neural network Appl Energy 114 2014 827 836
42. Costenoble O, Mittelbach M, Schober S, Fischer J, Haupt J. Improvements needed for the biodiesel standard EN 14214. EC project TREN/D2/44-LOT 1/S07.54676, NEN, University of Graz and AGQM; 2008 < http://ec.europa.eu/energy/renewables/biofuels/doc/standard/lot1.pdf > (March, 2014).