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Volumn 70, Issue , 2017, Pages 56-64

Modeling the energy ratio and productivity of biodiesel with different reactor dimensions and ultrasonic power using ANFIS

Author keywords

ANFIS; Biodiesel; Energy productivity; Reactor; Ultrasound; Waste cooking oil

Indexed keywords

BIODIESEL; FUZZY INFERENCE; LINEAR REGRESSION; OILS AND FATS; PRODUCTIVITY;

EID: 84997334752     PISSN: 13640321     EISSN: 18790690     Source Type: Journal    
DOI: 10.1016/j.rser.2016.11.035     Document Type: Review
Times cited : (42)

References (75)
  • 1
    • 84864329827 scopus 로고    scopus 로고
    • Biodiesel production from waste frying oils: optimization of reaction parameters and determination of fuel properties
    • [1] Burcu Uzun, B., Kılıç, M., Özbay, N., Pütün, A.E., Pütün, E., Biodiesel production from waste frying oils: optimization of reaction parameters and determination of fuel properties. Energy 44:1 (2012), 347–351.
    • (2012) Energy , vol.44 , Issue.1 , pp. 347-351
    • Burcu Uzun, B.1    Kılıç, M.2    Özbay, N.3    Pütün, A.E.4    Pütün, E.5
  • 2
    • 84892963228 scopus 로고    scopus 로고
    • Possibility of using biodiesel from sunflower oil as an additive for the improvement of lubrication properties of low-sulfur diesel fuel
    • [2] Tomic, M., Savin, L., Micic, R., Simikic, M., Furman, T., Possibility of using biodiesel from sunflower oil as an additive for the improvement of lubrication properties of low-sulfur diesel fuel. Energy 65:1 (2014), 101–108.
    • (2014) Energy , vol.65 , Issue.1 , pp. 101-108.
    • Tomic, M.1    Savin, L.2    Micic, R.3    Simikic, M.4    Furman, T.5
  • 4
    • 85151978389 scopus 로고    scopus 로고
    • Biodiesel performance, costs, and use. US Energy Information Administration; 2006. Available in.
    • [4] Radich A. Biodiesel performance, costs, and use. US Energy Information Administration; 2006. Available in 〈http://www.eia.doe.gov/oiaf/analysispaper/biodiesel〉.
    • Radich, A.1
  • 5
    • 85114276140 scopus 로고    scopus 로고
    • Waste cooking oil as an alternate feedstock for biodiesel production
    • [5] Chhetri Arjun, B., Chris Watts, K., Rafiqul Islam, M., Waste cooking oil as an alternate feedstock for biodiesel production. Energy 1 (2008), 3–18.
    • (2008) Energy , vol.1 , pp. 3-18
    • Chhetri Arjun, B.1    Chris Watts, K.2    Rafiqul Islam, M.3
  • 6
    • 79951941807 scopus 로고    scopus 로고
    • Analysis of waste cooking oil as raw material for biofuel production
    • [6] Khalisanni, K., Khalizani, K., Rohani, M.S., Khalid, P.O., Analysis of waste cooking oil as raw material for biofuel production. Glob J Environ Res 2:2 (2008), 81–83.
    • (2008) Glob J Environ Res , vol.2 , Issue.2 , pp. 81-83
    • Khalisanni, K.1    Khalizani, K.2    Rohani, M.S.3    Khalid, P.O.4
  • 7
    • 64749096042 scopus 로고    scopus 로고
    • Low-frequency ultrasound in biotechnology: state of the art
    • [7] Rokhina, E.V., Lens, P., Virkutyte, J., Low-frequency ultrasound in biotechnology: state of the art. Trends Biotechnol 27:5 (2009), 298–306.
    • (2009) Trends Biotechnol , vol.27 , Issue.5 , pp. 298-306
    • Rokhina, E.V.1    Lens, P.2    Virkutyte, J.3
  • 8
    • 85152043513 scopus 로고    scopus 로고
    • Applied sonochemistry − the uses of power ultrasound in chemistry and processing; 2002.
    • [8] Mason, TJ, Lorimer, JP. Applied sonochemistry − the uses of power ultrasound in chemistry and processing; 2002.
    • Mason, T.J.1    Lorimer, J.P.2
  • 9
    • 0002595114 scopus 로고
    • The chemical effects of ultrasound
    • [9] Suslick, K.S., The chemical effects of ultrasound. Sci Am 260:2 (1989), 80–86.
    • (1989) Sci Am , vol.260 , Issue.2 , pp. 80-86
    • Suslick, K.S.1
  • 10
    • 38849187387 scopus 로고    scopus 로고
    • Cavitational reactors for process intensification of chemical processing applications: a critical review
    • [10] Gogate, P.R., Cavitational reactors for process intensification of chemical processing applications: a critical review. Chem Eng Process Intensif 47:4 (2008), 515–527.
    • (2008) Chem Eng Process Intensif , vol.47 , Issue.4 , pp. 515-527
    • Gogate, P.R.1
  • 11
    • 60649115623 scopus 로고    scopus 로고
    • A review of applications of cavitation in biochemical engineering/biotechnology
    • [11] Gogate, P.R., Kabadi, A.M., A review of applications of cavitation in biochemical engineering/biotechnology. Biochem Eng J 44:1 (2009), 60–72.
    • (2009) Biochem Eng J , vol.44 , Issue.1 , pp. 60-72
    • Gogate, P.R.1    Kabadi, A.M.2
  • 12
    • 35848946583 scopus 로고    scopus 로고
    • Intensification of esterification of acids for synthesis of biodiesel using acoustic and hydrodynamic cavitation
    • [12] Kelkar, M.A., Gogate, P.R., Pandit, A.B., Intensification of esterification of acids for synthesis of biodiesel using acoustic and hydrodynamic cavitation. Ultrason Sonochem 15:3 (2008), 188–194.
    • (2008) Ultrason Sonochem , vol.15 , Issue.3 , pp. 188-194
    • Kelkar, M.A.1    Gogate, P.R.2    Pandit, A.B.3
  • 13
    • 54349084557 scopus 로고    scopus 로고
    • Biodiesel production by esterification of oleic acid with short-chain alcohols under ultrasonic irradiation condition
    • [13] Hanh, H.D., Dong, N.T., Okitsu, K., Nishimura, R., Maeda, Y., Biodiesel production by esterification of oleic acid with short-chain alcohols under ultrasonic irradiation condition. Renew Energy 34:3 (2009), 780–783.
    • (2009) Renew Energy , vol.34 , Issue.3 , pp. 780-783
    • Hanh, H.D.1    Dong, N.T.2    Okitsu, K.3    Nishimura, R.4    Maeda, Y.5
  • 14
    • 42149182400 scopus 로고    scopus 로고
    • Conventional and in situ transesterification of sunflower seed oil for the production of biodiesel
    • [14] Georgogianni, K.G., Kontominas, M.G., Pomonis, P.J., Avlonitis, D., Gergis, V., Conventional and in situ transesterification of sunflower seed oil for the production of biodiesel. Fuel Process Technol 89:5 (2008), 503–509.
    • (2008) Fuel Process Technol , vol.89 , Issue.5 , pp. 503-509
    • Georgogianni, K.G.1    Kontominas, M.G.2    Pomonis, P.J.3    Avlonitis, D.4    Gergis, V.5
  • 16
    • 58249137541 scopus 로고    scopus 로고
    • Optimization of the production of biodiesel from soybean oil by ultrasound assisted methanolysis
    • [16] Santos, F.F.P., Rodrigues, S., Fernandes, F.A.N., Optimization of the production of biodiesel from soybean oil by ultrasound assisted methanolysis. Fuel Process Technol 90:2 (2009), 312–316.
    • (2009) Fuel Process Technol , vol.90 , Issue.2 , pp. 312-316
    • Santos, F.F.P.1    Rodrigues, S.2    Fernandes, F.A.N.3
  • 17
    • 33644533516 scopus 로고    scopus 로고
    • Improvement of biodiesel production based on the application of ultrasound: monitoring of the procedure by FTIR spectroscopy
    • [17] Siatis, N., Kimbaris, A., Pappas, C., Tarantilis, P., Polissiou, M., Improvement of biodiesel production based on the application of ultrasound: monitoring of the procedure by FTIR spectroscopy. J Am Oil Chem' Soc 83:1 (2006), 53–57.
    • (2006) J Am Oil Chem' Soc , vol.83 , Issue.1 , pp. 53-57
    • Siatis, N.1    Kimbaris, A.2    Pappas, C.3    Tarantilis, P.4    Polissiou, M.5
  • 18
    • 33646507265 scopus 로고    scopus 로고
    • Ultrasonic versus silent methylation of vegetable oils
    • [18] Stavarache, C., Vinatoru, M., Maeda, Y., Ultrasonic versus silent methylation of vegetable oils. Ultrason Sonochem 13:5 (2006), 401–407.
    • (2006) Ultrason Sonochem , vol.13 , Issue.5 , pp. 401-407
    • Stavarache, C.1    Vinatoru, M.2    Maeda, Y.3
  • 19
    • 35648960024 scopus 로고    scopus 로고
    • Aspects of ultrasonically assisted transesterification of various vegetable oils with methanol
    • [19] Stavarache, C., Vinatoru, M., Maeda, Y., Aspects of ultrasonically assisted transesterification of various vegetable oils with methanol. Ultrason Sonochem 14:3 (2007), 380–386.
    • (2007) Ultrason Sonochem , vol.14 , Issue.3 , pp. 380-386
    • Stavarache, C.1    Vinatoru, M.2    Maeda, Y.3
  • 20
    • 35348948989 scopus 로고    scopus 로고
    • Biodiesel production: reaction and process parameters of alkali-catalyzed transesterification of waste frying oils
    • [20] Georgogianni, K.G., Kontominas, M.G., Tegou, E., Avlonitis, D., Gergis, V., Biodiesel production: reaction and process parameters of alkali-catalyzed transesterification of waste frying oils. Energy Fuels 21:5 (2007), 3023–3027.
    • (2007) Energy Fuels , vol.21 , Issue.5 , pp. 3023-3027
    • Georgogianni, K.G.1    Kontominas, M.G.2    Tegou, E.3    Avlonitis, D.4    Gergis, V.5
  • 21
    • 85152055030 scopus 로고    scopus 로고
    • Anonymous. Ultrasonic Processes and application overview. Available in; 2009.
    • [21] Anonymous. Ultrasonic Processes and application overview. Available in 〈http://www.hielscher.com/ultrasonics/technolo.htm〉; 2009.
  • 22
    • 74249111384 scopus 로고    scopus 로고
    • Design aspects of sonochemical reactors: techniques for understanding cavitational activity distribution and effect of operating parameters
    • [22] Sutkar, V.S., Gogate, P.R., Design aspects of sonochemical reactors: techniques for understanding cavitational activity distribution and effect of operating parameters. Chem Eng J 155:1–2 (2009), 26–36.
    • (2009) Chem Eng J , vol.155 , Issue.1-2 , pp. 26-36.
    • Sutkar, V.S.1    Gogate, P.R.2
  • 23
    • 85151940080 scopus 로고    scopus 로고
    • Mashhadi Mighani H. Research on the application of methyl ester of rapeseed oil as a fuel in a low speed compression ignition engine [Ph.D. thesis]. Islamic Azad University of Science and Research Branch of Tehran (In Persian); 2009.
    • [23] Mashhadi Mighani H. Research on the application of methyl ester of rapeseed oil as a fuel in a low speed compression ignition engine [Ph.D. thesis]. Islamic Azad University of Science and Research Branch of Tehran (In Persian); 2009.
  • 24
    • 85152051578 scopus 로고    scopus 로고
    • Mostafaie Maynagh B. The effects of ultrasonic parameters on continuous biodiesel production [Ph.D. thesis]. Department of mechanical engineering of agricultural machinery, faculty of agriculture, Tarbiat Modares University, Tehran (In Persian); 2012.
    • [24] Mostafaie Maynagh B. The effects of ultrasonic parameters on continuous biodiesel production [Ph.D. thesis]. Department of mechanical engineering of agricultural machinery, faculty of agriculture, Tarbiat Modares University, Tehran (In Persian); 2012.
  • 25
    • 84997282684 scopus 로고    scopus 로고
    • Ultrasound-assisted transesterification of refined and crude palm oils using heterogeneous palm oil mill fly ash supported calcium oxide catalyst
    • [25] Wei Sheng, Ho.W., Kiat, Ng.H., Gan, S., Loon Chan, W., Ultrasound-assisted transesterification of refined and crude palm oils using heterogeneous palm oil mill fly ash supported calcium oxide catalyst. Energy Sci Eng 3:3 (2015), 257–269.
    • (2015) Energy Sci Eng , vol.3 , Issue.3 , pp. 257-269
    • Wei Sheng, H.W.1    Kiat, N.H.2    Gan, S.3    Loon Chan, W.4
  • 26
    • 84902327014 scopus 로고    scopus 로고
    • Investigation, modelling and reviewing the effective parameters in microwave-assisted transesterification
    • [26] Sajjadi, B., Abdul Aziz, A.R., Ibrahim, S., Investigation, modelling and reviewing the effective parameters in microwave-assisted transesterification. Renew Sustain Energy Rev 37 (2014), 762–777.
    • (2014) Renew Sustain Energy Rev , vol.37 , pp. 762-777
    • Sajjadi, B.1    Abdul Aziz, A.R.2    Ibrahim, S.3
  • 28
    • 34247146978 scopus 로고    scopus 로고
    • Base-catalyzed fast transesterification of soybean oil using ultrasonication
    • [28] Singh, A.K., Fernando, S.D., Hernandez, R., Base-catalyzed fast transesterification of soybean oil using ultrasonication. Energy Fuels 1:2 (2007), 1161–1164.
    • (2007) Energy Fuels , vol.1 , Issue.2 , pp. 1161-1164
    • Singh, A.K.1    Fernando, S.D.2    Hernandez, R.3
  • 29
    • 79952702386 scopus 로고    scopus 로고
    • Ultrasonic energy effect on vegetable oil based biodiesel synthetic process
    • [29] Lee, S.B., Lee, J.D., Hong, I.K., Ultrasonic energy effect on vegetable oil based biodiesel synthetic process. J Ind Eng Chem 17:1 (2011), 138–143.
    • (2011) J Ind Eng Chem , vol.17 , Issue.1 , pp. 138-143
    • Lee, S.B.1    Lee, J.D.2    Hong, I.K.3
  • 30
    • 33847281425 scopus 로고    scopus 로고
    • Optimization of a sonochemical process using a novel reactor and Taguchi statistical experimental design methodology
    • [30] Adewuyi, Y.G., Oyenekan, B.A., Optimization of a sonochemical process using a novel reactor and Taguchi statistical experimental design methodology. Ind Eng Chem Res 46:2 (2007), 411–420.
    • (2007) Ind Eng Chem Res , vol.46 , Issue.2 , pp. 411-420
    • Adewuyi, Y.G.1    Oyenekan, B.A.2
  • 31
    • 77950138349 scopus 로고    scopus 로고
    • Application of Taguchi method to investigate the effects of process parameters on the transesterification of soybean oil using high frequency ultrasound
    • [31] Mahamuni, N.N., Adewuyi, Y.G., Application of Taguchi method to investigate the effects of process parameters on the transesterification of soybean oil using high frequency ultrasound. Energy Fuels 24:3 (2010), 2120–2126.
    • (2010) Energy Fuels , vol.24 , Issue.3 , pp. 2120-2126
    • Mahamuni, N.N.1    Adewuyi, Y.G.2
  • 32
    • 10044265352 scopus 로고    scopus 로고
    • Fatty acids methyl esters from vegetable oil by means of ultrasonic energy
    • [32] Stavarache, C., Vinatoru, M., Nishimura, R., Maeda, Y., Fatty acids methyl esters from vegetable oil by means of ultrasonic energy. Ultrason Sonochem 12:5 (2005), 367–372.
    • (2005) Ultrason Sonochem , vol.12 , Issue.5 , pp. 367-372
    • Stavarache, C.1    Vinatoru, M.2    Nishimura, R.3    Maeda, Y.4
  • 34
    • 77955246888 scopus 로고    scopus 로고
    • Ultrasonic-assisted biodiesel production process from palm oil using alkaline earth metal oxides as the heterogeneous catalysts
    • [34] Mootabadi, H., Salamatinia, B., Bhatia, S., Abdullah, A.Z., Ultrasonic-assisted biodiesel production process from palm oil using alkaline earth metal oxides as the heterogeneous catalysts. Fuel 89:8 (2010), 1818–1825.
    • (2010) Fuel , vol.89 , Issue.8 , pp. 1818-1825
    • Mootabadi, H.1    Salamatinia, B.2    Bhatia, S.3    Abdullah, A.Z.4
  • 35
    • 33750473419 scopus 로고    scopus 로고
    • Characterization of flow phenomena induced by ultrasonic horn
    • [35] Kumar, A., Kumaresan, T., Pandit, A.B., Joshi, J.B., Characterization of flow phenomena induced by ultrasonic horn. Chem Eng Sci 61:22 (2006), 7410–7420.
    • (2006) Chem Eng Sci , vol.61 , Issue.22 , pp. 7410-7420
    • Kumar, A.1    Kumaresan, T.2    Pandit, A.B.3    Joshi, J.B.4
  • 36
    • 51449086007 scopus 로고    scopus 로고
    • Effect of reaction vessel diameter on sonochemical efficiency and cavitation dynamics
    • [36] Nanzai, B., Okitsu, K., Takenaka, N., Bandow, H., Tajima, N., Maeda, Y., Effect of reaction vessel diameter on sonochemical efficiency and cavitation dynamics. Ultrason Sonochem 16:1 (2009), 163–168.
    • (2009) Ultrason Sonochem , vol.16 , Issue.1 , pp. 163-168
    • Nanzai, B.1    Okitsu, K.2    Takenaka, N.3    Bandow, H.4    Tajima, N.5    Maeda, Y.6
  • 37
    • 33747821697 scopus 로고    scopus 로고
    • Optimisation of sonoreactor geometry on the basis of numerical simulation of local ultrasonic intensity and qualitative comparison with experimental results
    • [37] Klima, J., Frias Ferrer, A., González-García, J., Ludvík, J., Sáez, V., Iniesta, J., Optimisation of sonoreactor geometry on the basis of numerical simulation of local ultrasonic intensity and qualitative comparison with experimental results. Ultrason Sonochem 14:1 (2007), 19–28.
    • (2007) Ultrason Sonochem , vol.14 , Issue.1 , pp. 19-28
    • Klima, J.1    Frias Ferrer, A.2    González-García, J.3    Ludvík, J.4    Sáez, V.5    Iniesta, J.6
  • 38
    • 84879736092 scopus 로고    scopus 로고
    • Optimization of ultrasonic reactor geometry for biodiesel production using response surface methodology
    • [38] Mostafaei, M., Ghobadian, B., Barzegar, M., Banakar, A., Optimization of ultrasonic reactor geometry for biodiesel production using response surface methodology. J Agric Sci Technol (JAST) 15:4 (2013), 697–708.
    • (2013) J Agric Sci Technol (JAST) , vol.15 , Issue.4 , pp. 697-708
    • Mostafaei, M.1    Ghobadian, B.2    Barzegar, M.3    Banakar, A.4
  • 39
    • 84929175861 scopus 로고    scopus 로고
    • Optimization of ultrasonic assisted continuous production of biodiesel using response surface methodology
    • [61-54]
    • [39] Mostafaei, M., Ghobadian, B., Barzegar, M., Banakar, A., Optimization of ultrasonic assisted continuous production of biodiesel using response surface methodology. Ultrason Sonochem, 27, 2015 [61-54].
    • (2015) Ultrason Sonochem , vol.27
    • Mostafaei, M.1    Ghobadian, B.2    Barzegar, M.3    Banakar, A.4
  • 40
    • 34250190238 scopus 로고    scopus 로고
    • Full chain energy analysis of fuel ethanol from cassava in Thailand
    • [40] Nguyen, T.L.T., Gheewala, S.H., Garivait, S., Full chain energy analysis of fuel ethanol from cassava in Thailand. Environ Sci Technol 41 (2007), 4135–4142.
    • (2007) Environ Sci Technol , vol.41 , pp. 4135-4142
    • Nguyen, T.L.T.1    Gheewala, S.H.2    Garivait, S.3
  • 41
    • 84975818473 scopus 로고    scopus 로고
    • Modeling of wheat yield and sensitivity analysis based on energy inputs for three years in Abyek town, Ghazvin, Iran
    • [41] Naderloo, L., Alimardani, R., Omid, M., Sarmadian, F., Javadikia, P., Torabi, M.Y., Modeling of wheat yield and sensitivity analysis based on energy inputs for three years in Abyek town, Ghazvin, Iran. Agric Eng Int: CIGR J 15:1 (2013), 68–77.
    • (2013) Agric Eng Int: CIGR J , vol.15 , Issue.1 , pp. 68-77
    • Naderloo, L.1    Alimardani, R.2    Omid, M.3    Sarmadian, F.4    Javadikia, P.5    Torabi, M.Y.6
  • 42
    • 41749105301 scopus 로고    scopus 로고
    • The energy balance of soybean oil biodiesel production: a review of past studies
    • [42] Pradhan, A., Shrestha, D.S., Van Gerpen, J., Duffield, J., The energy balance of soybean oil biodiesel production: a review of past studies. Trans ASABE 51:1 (2007), 185–194.
    • (2007) Trans ASABE , vol.51 , Issue.1 , pp. 185-194
    • Pradhan, A.1    Shrestha, D.S.2    Van Gerpen, J.3    Duffield, J.4
  • 43
    • 85152008737 scopus 로고    scopus 로고
    • Energy life-cycle assessment of soybean biodiesel. United States department of agriculture, agricultural economic report number 845, September; 2009.
    • [43] Pradhan A, Shrestha DS, McAloon A, Yee W, Haas M, Duffield JA, Shapouri H. Energy life-cycle assessment of soybean biodiesel. United States department of agriculture, agricultural economic report number 845, September; 2009.
    • Pradhan, A.1    Shrestha, D.S.2    McAloon, A.3    Yee, W.4    Haas, M.5    Duffield, J.A.6    Shapouri, H.7
  • 44
    • 71649113598 scopus 로고    scopus 로고
    • Life cycle energy efficiency and potentials of biodiesel production from palm oil in Thailand
    • [44] Papong, S., Chom-In, T., Noksa-nga, S., Malakul, P., Life cycle energy efficiency and potentials of biodiesel production from palm oil in Thailand. Energy Policy 38 (2010), 226–233.
    • (2010) Energy Policy , vol.38 , pp. 226-233
    • Papong, S.1    Chom-In, T.2    Noksa-nga, S.3    Malakul, P.4
  • 45
    • 0026283019 scopus 로고
    • Ethanol fuels: energy security, economics, and the environment
    • [45] Pimentel, D., Ethanol fuels: energy security, economics, and the environment. J Agric Environ Ethics 4 (1991), 1–13.
    • (1991) J Agric Environ Ethics , vol.4 , pp. 1-13
    • Pimentel, D.1
  • 46
    • 0031949463 scopus 로고    scopus 로고
    • Greenhouse gas emissions and energy balances in bio-ethanol production and utilization in Brazil
    • [46] Macedo, I.C., Greenhouse gas emissions and energy balances in bio-ethanol production and utilization in Brazil. Biomass Bioenergy 1998 14:1 (1996), 77–81.
    • (1996) Biomass Bioenergy 1998 , vol.14 , Issue.1 , pp. 77-81
    • Macedo, I.C.1
  • 47
    • 33645384664 scopus 로고    scopus 로고
    • Energy efficiency and potentials of cassava fuel ethanol in Guangxi region of China
    • [47] Dai, D., Hu, Z., Pu, G., Li, H., Wang, C.T., Energy efficiency and potentials of cassava fuel ethanol in Guangxi region of China. Energy Convers Manag 47:13–14 (2006), 1686–1699.
    • (2006) Energy Convers Manag , vol.47 , Issue.13-14 , pp. 1686-1699
    • Dai, D.1    Hu, Z.2    Pu, G.3    Li, H.4    Wang, C.T.5
  • 48
    • 34250793919 scopus 로고    scopus 로고
    • Energy balance and GHG abatement cost of cassava utilization for fuel ethanol in Thailand
    • [48] Nguyen, T.L.T., Gheewala, S.H., Garivait, S., Energy balance and GHG abatement cost of cassava utilization for fuel ethanol in Thailand. Energy Policy 35:9 (2007), 4585–4596.
    • (2007) Energy Policy , vol.35 , Issue.9 , pp. 4585-4596
    • Nguyen, T.L.T.1    Gheewala, S.H.2    Garivait, S.3
  • 50
    • 68849120447 scopus 로고    scopus 로고
    • Life cycle inventory energy consumption and emissions for biodiesel versus petroleum diesel fueled construction vehicles
    • [50] Pang, S.H., Frey, C., Rasdorf, W.J., Life cycle inventory energy consumption and emissions for biodiesel versus petroleum diesel fueled construction vehicles. Environ Sci Technol 43:16 (2009), 6398–6405.
    • (2009) Environ Sci Technol , vol.43 , Issue.16 , pp. 6398-6405
    • Pang, S.H.1    Frey, C.2    Rasdorf, W.J.3
  • 51
    • 77953026237 scopus 로고    scopus 로고
    • Life cycle emissions and energy study of biodiesel derived from waste cooking oil and diesel in Singapore
    • [51] Chua, C.B.H., Lee, H.M., Low, J.S.C., Life cycle emissions and energy study of biodiesel derived from waste cooking oil and diesel in Singapore. Int J Life Cycle Assess 15 (2010), 417–423.
    • (2010) Int J Life Cycle Assess , vol.15 , pp. 417-423
    • Chua, C.B.H.1    Lee, H.M.2    Low, J.S.C.3
  • 52
    • 84881021433 scopus 로고    scopus 로고
    • Algae biodiesel life cycle assessment using current commercial data
    • [52] Passell, H., Dhaliwal, H., Reno, M., Wu, B., Amotz, A.B., Ivry, E., et al. Algae biodiesel life cycle assessment using current commercial data. J Environ Manag 129 (2013), 103–111.
    • (2013) J Environ Manag , vol.129 , pp. 103-111
    • Passell, H.1    Dhaliwal, H.2    Reno, M.3    Wu, B.4    Amotz, A.B.5    Ivry, E.6
  • 53
    • 84879507841 scopus 로고    scopus 로고
    • Environmental and life cycle analysis of a biodiesel production line from sunflower in the Province of Siena (Italy)
    • [53] Spinelli, D., Jez, S., Pogni, R., Basosi, R., Environmental and life cycle analysis of a biodiesel production line from sunflower in the Province of Siena (Italy). Energy Policy 59 (2013), 492–506.
    • (2013) Energy Policy , vol.59 , pp. 492-506
    • Spinelli, D.1    Jez, S.2    Pogni, R.3    Basosi, R.4
  • 55
    • 0035360372 scopus 로고    scopus 로고
    • Designing fuzzy inference systems from data: interpretability oriented review
    • [55] Serge, G., Designing fuzzy inference systems from data: interpretability oriented review. IEEE Trans Fuzzy Syst 9:3 (2001), 426–442.
    • (2001) IEEE Trans Fuzzy Syst , vol.9 , Issue.3 , pp. 426-442
    • Serge, G.1
  • 56
    • 84997190623 scopus 로고    scopus 로고
    • Forecasting on crude palm oil prices using artificial intelligence approaches
    • [56] Karia, A.A., Bujang, I., Ahmad, I., Forecasting on crude palm oil prices using artificial intelligence approaches. Am J Oper Res 3 (2013), 259–267.
    • (2013) Am J Oper Res , vol.3 , pp. 259-267
    • Karia, A.A.1    Bujang, I.2    Ahmad, I.3
  • 57
    • 84997572161 scopus 로고    scopus 로고
    • Financial feasibility study of waste cooking oil utilization for biodiesel production using ANFIS
    • [57] Ahmad, I., Hermadi, I., Arkeman, Y., Financial feasibility study of waste cooking oil utilization for biodiesel production using ANFIS. Telkomnika Indones J Electr Eng 13:3 (2015), 546–554.
    • (2015) Telkomnika Indones J Electr Eng , vol.13 , Issue.3 , pp. 546-554
    • Ahmad, I.1    Hermadi, I.2    Arkeman, Y.3
  • 58
    • 85152083717 scopus 로고    scopus 로고
    • The development of a biodiesel reactor microwave irradiation assisted an ongoing and the design of adaptive controller based on ANFIS [Ph.D. thesis] from JBPTITBTF. The Library of the Department of Engineering Physics, Bandung, Indonesia; 2012.
    • [58] Shoelarta S. The development of a biodiesel reactor microwave irradiation assisted an ongoing and the design of adaptive controller based on ANFIS [Ph.D. thesis] from JBPTITBTF. The Library of the Department of Engineering Physics, Bandung, Indonesia; 2012.
    • Shoelarta, S.1
  • 59
    • 84880389322 scopus 로고    scopus 로고
    • ANFIS modeling of performance and emissions of diesel engine using diesel fuel and biodiesel blends
    • [59] Honoz, M., Metin, H.E., Karabektas, M., Ergen, G., ANFIS modeling of performance and emissions of diesel engine using diesel fuel and biodiesel blends. Appl Therm Eng 60 (2013), 24–32.
    • (2013) Appl Therm Eng , vol.60 , pp. 24-32
    • Honoz, M.1    Metin, H.E.2    Karabektas, M.3    Ergen, G.4
  • 60
    • 84997330852 scopus 로고    scopus 로고
    • Intelligent PID controller for real time automation of microwave biodiesel reactor
    • [60] Wali, W.A., Cullen, J.D., Bennett, S., Al-Shamma, A.I., Intelligent PID controller for real time automation of microwave biodiesel reactor. Int J Comput Inf Technol 2:4 (2013), 809–814.
    • (2013) Int J Comput Inf Technol , vol.2 , Issue.4 , pp. 809-814
    • Wali, W.A.1    Cullen, J.D.2    Bennett, S.3    Al-Shamma, A.I.4
  • 61
    • 84860657363 scopus 로고    scopus 로고
    • Neuro-fuzzy approach to predictive modeling of emissions from biodiesel powered transit buses
    • [61] Gopalakrishnan, K., Mudgal, A., Hallmark, S., Neuro-fuzzy approach to predictive modeling of emissions from biodiesel powered transit buses. Transport 26:4 (2011), 344–352.
    • (2011) Transport , vol.26 , Issue.4 , pp. 344-352
    • Gopalakrishnan, K.1    Mudgal, A.2    Hallmark, S.3
  • 62
    • 84988009522 scopus 로고    scopus 로고
    • Modeling the effects of ultrasound power and reactor dimension on the biodiesel production yield: comparison of prediction abilities between response surface methodology (RSM) and adaptive neuro-fuzzy inference system (ANFIS)
    • [62] Mostafaei, M., Javadikia, H., Naderloo, L., Modeling the effects of ultrasound power and reactor dimension on the biodiesel production yield: comparison of prediction abilities between response surface methodology (RSM) and adaptive neuro-fuzzy inference system (ANFIS). Energy 115 (2016), 626–636.
    • (2016) Energy , vol.115 , pp. 626-636
    • Mostafaei, M.1    Javadikia, H.2    Naderloo, L.3
  • 63
    • 84856557795 scopus 로고    scopus 로고
    • Improving biodiesel yields from waste cooking oil by using sodium methoxide and a microwave heating system
    • [63] Chen, K.S., Lin, Y.C., Hsu, K.H., Wang, H.K., Improving biodiesel yields from waste cooking oil by using sodium methoxide and a microwave heating system. Energy 38:1 (2012), 151–156.
    • (2012) Energy , vol.38 , Issue.1 , pp. 151-156
    • Chen, K.S.1    Lin, Y.C.2    Hsu, K.H.3    Wang, H.K.4
  • 64
    • 79451472275 scopus 로고    scopus 로고
    • Sonochemical reactors: important design and scale up considerations with a special emphasis on heterogeneous systems
    • [64] Gogate, P.R., Sutkar, V.S., Pandit, A.B., Sonochemical reactors: important design and scale up considerations with a special emphasis on heterogeneous systems. Chem Eng J 166:3 (2011), 1066–1082.
    • (2011) Chem Eng J , vol.166 , Issue.3 , pp. 1066-1082
    • Gogate, P.R.1    Sutkar, V.S.2    Pandit, A.B.3
  • 65
    • 77953566296 scopus 로고    scopus 로고
    • Synthesis of biodiesel from waste cooking oil using sonochemical reactors
    • [65] Hingu, S.M., Gogate, P.R., Rathod, V.K., Synthesis of biodiesel from waste cooking oil using sonochemical reactors. Ultrason Sonochem 1:5 (2010), 827–832.
    • (2010) Ultrason Sonochem , vol.1 , Issue.5 , pp. 827-832
    • Hingu, S.M.1    Gogate, P.R.2    Rathod, V.K.3
  • 66
    • 33845869859 scopus 로고    scopus 로고
    • Input–output energy analysis in dry apricot production of Turkey
    • [66] Esengun, K., Gunduz, O., Erdal, G., Input–output energy analysis in dry apricot production of Turkey. Energ Convers Manag 48 (2007), 592–598.
    • (2007) Energ Convers Manag , vol.48 , pp. 592-598
    • Esengun, K.1    Gunduz, O.2    Erdal, G.3
  • 68
    • 85152003224 scopus 로고    scopus 로고
    • On farm energy use pattern in different cropping systems in Haryana, India, [M.Sc. thesis]. International Institute of Management, Flensburg State Univ. Germany; 2002.
    • [68] Singh JM. On farm energy use pattern in different cropping systems in Haryana, India, [M.Sc. thesis]. International Institute of Management, Flensburg State Univ. Germany; 2002.
    • Singh, J.M.1
  • 69
    • 85152003425 scopus 로고    scopus 로고
    • CIGR handbook of agricultural engineering. Vol. 5. Energy and biomass engineering. St Joseph, MI: ASAE publication; 1998.
    • [69] Kitani O. CIGR handbook of agricultural engineering. Vol. 5. Energy and biomass engineering. St Joseph, MI: ASAE publication; 1998.
    • Kitani, O.1
  • 70
    • 0027601884 scopus 로고
    • ANFIS: adaptive-network-based fuzzy inference system
    • [70] Jang, J.S.R., ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans Syst Man Cybern 23 (1993), 665–685.
    • (1993) IEEE Trans Syst Man Cybern , vol.23 , pp. 665-685
    • Jang, J.S.R.1
  • 71
    • 0003472427 scopus 로고    scopus 로고
    • Neural fuzzy systems, a neuro-fuzzy synergism to intelligent systems
    • Prentice-Hall, Englewood Cliffs NJ
    • [71] Lin, C.T., Lee, G.C.S., Neural fuzzy systems, a neuro-fuzzy synergism to intelligent systems. 1996, Prentice-Hall, Englewood Cliffs, NJ.
    • (1996)
    • Lin, C.T.1    Lee, G.C.S.2
  • 72
    • 0003446302 scopus 로고
    • The fuzzy logic toolbox for use with MATLAB
    • MA: The MathWorks Inc Natick
    • [72] JSR, Jang, Gulley, N., The fuzzy logic toolbox for use with MATLAB. 1995, MA: The MathWorks Inc, Natick.
    • (1995)
    • JSR, J.1    Gulley, N.2
  • 73
    • 58849129653 scopus 로고    scopus 로고
    • Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods
    • [73] Aliyari Shoorehdeli, M., Teshnehlab, M., Khaki Sedigh, A., Ahmadieh Khanesar, M., Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods. Appl Soft Comput 9:2 (2009), 833–850.
    • (2009) Appl Soft Comput , vol.9 , Issue.2 , pp. 833-850
    • Aliyari Shoorehdeli, M.1    Teshnehlab, M.2    Khaki Sedigh, A.3    Ahmadieh Khanesar, M.4
  • 74
    • 0029273384 scopus 로고
    • Neuro-fuzzy modeling and control
    • [74] Jang, J.S.R., Sun, C.T., Neuro-fuzzy modeling and control. Proc IEEE 83:3 (1995), 378–406.
    • (1995) Proc IEEE , vol.83 , Issue.3 , pp. 378-406
    • Jang, J.S.R.1    Sun, C.T.2
  • 75
    • 85151931050 scopus 로고    scopus 로고
    • Estimating the net energy balance of corn ethanol. U.S. Department of agriculture, economic research service, office of energy. agricultural economic report no. 721; 1995.
    • [75] Shapouri H, Duffield JA, Graboski MS. Estimating the net energy balance of corn ethanol. U.S. Department of agriculture, economic research service, office of energy. agricultural economic report no. 721; 1995.
    • Shapouri, H.1    Duffield, J.A.2    Graboski, M.S.3


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