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Volumn 16, Issue 7, 2011, Pages 5538-5549

Multivariate optimization in the biosynthesis of a triethanolamine (tea)-Based esterquat cationic surfactant using an artificial neural network

Author keywords

Enzyme; Esterquat; Neural network; Optimization; Synthesis

Indexed keywords

ETHANOLAMINE DERIVATIVE; SURFACTANT; TRIETHANOLAMINE;

EID: 79960811165     PISSN: None     EISSN: 14203049     Source Type: Journal    
DOI: 10.3390/molecules16075538     Document Type: Article
Times cited : (31)

References (29)
  • 1
    • 0035659090 scopus 로고    scopus 로고
    • Novel new ester quaternaries for improved performance benefits as rinse cycle fabric softeners
    • Friedli, F.; Keys, R.; Joe Toney, C.; Portwood, O.; Whittlinger, D.; Doerr, M. Novel new ester quaternaries for improved performance benefits as rinse cycle fabric softeners. J. Surfact. Deterg. 2001, 4, 401-405.
    • (2001) J. Surfact. Deterg , vol.4 , pp. 401-405
    • Friedli, F.1    Keys, R.2    Joe Toney, C.3    Portwood, O.4    Whittlinger, D.5    Doerr, M.6
  • 5
    • 0000151273 scopus 로고    scopus 로고
    • Rinse-added fabric softener technology at the close of the twentieth century
    • S1129
    • Levinson, M. Rinse-added fabric softener technology at the close of the twentieth century. J. Surfact. Deterg. 1999, 2, 223-235. (Pubitemid 129685764)
    • (1999) Journal of Surfactants and Detergents , vol.2 , Issue.2 , pp. 223-235
    • Levinson, M.I.1
  • 6
    • 79960810717 scopus 로고
    • Preparation of palm-based esteramines using chemical catalyst
    • Idris, Z.; Ahmad, S.; Nakasato, S. Preparation of palm-based esteramines using chemical catalyst. Elaies 1995, 7, 135-145.
    • (1995) Elaies , vol.7 , pp. 135-145
    • Idris, Z.1    Ahmad, S.2    Nakasato, S.3
  • 9
    • 27744457143 scopus 로고    scopus 로고
    • An artificial neural network analysis of porcine pancreas lipase catalysed esterification of anthranilic acid with methanol
    • DOI 10.1016/j.procbio.2005.03.045
    • Manohar, B.; Divakar, S. An artificial neural network analysis of porcine pancreas lipase catalysed esterification of anthranilic acid with methanol. Process Biochem. 2005, 40, 3372-3376. (Pubitemid 41595267)
    • (2005) Process Biochemistry , vol.40 , Issue.10 , pp. 3372-3376
    • Manohar, B.1    Divakar, S.2
  • 10
    • 38349103031 scopus 로고    scopus 로고
    • Comparison of estimation capabilities of response surface methodology (RSM) with artificial neural network (ANN) in lipase-catalyzed synthesis of palm-based wax ester
    • Basri, M.; Rahman, R.N.Z.R.A.; Ebrahimpour, A.; Salleh, A.B.; Gunawan, E.R.; Basyaruddin, M.; Rahman, A. Comparison of estimation capabilities of response surface methodology (RSM) with artificial neural network (ANN) in lipase-catalyzed synthesis of palm-based wax ester. BMC Biotechnol. 2007, 7, 53-66.
    • (2007) BMC Biotechnol , vol.7 , pp. 53-66
    • Basri, M.1    Rahman, R.N.Z.R.A.2    Ebrahimpour, A.3    Salleh, A.B.4    Gunawan, E.R.5    Basyaruddin, M.6    Rahman, A.7
  • 11
    • 77954048904 scopus 로고    scopus 로고
    • Application of artificial neural network for yield prediction of lipase-catalyzed synthesis of dioctyl adipate
    • Basyaruddin, M.A.R.; Chaibakhsh, N.; Basri, M.; Salleh, A.B.; Zaliha, R.N.R.A.R. Application of artificial neural network for yield prediction of lipase-catalyzed synthesis of dioctyl adipate. Appl. Biochem. Biotech. 2009, 158, 722-735.
    • (2009) Appl. Biochem. Biotech , vol.158 , pp. 722-735
    • Basyaruddin, M.A.R.1    Chaibakhsh, N.2    Basri, M.3    Salleh, A.B.4    Zaliha, R.N.R.A.R.5
  • 12
    • 33645211899 scopus 로고    scopus 로고
    • Optimization of panose production by enzymatic synthesis using neural networks
    • Fernandes, F.A.N.; Rodrigues, S. Optimization of panose production by enzymatic synthesis using neural networks. Process Biochem. 2006, 41, 1090-1096.
    • (2006) Process Biochem , vol.41 , pp. 1090-1096
    • Fernandes, F.A.N.1    Rodrigues, S.2
  • 13
    • 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.; Survase, S.; Saudagar, P.; Lele, S.; Singhal, R. 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, 266-273.
    • (2008) Biochem. Eng. J , vol.41 , pp. 266-273
    • Desai, K.1    Survase, S.2    Saudagar, P.3    Lele, S.4    Singhal, R.5
  • 14
    • 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
    • DOI 10.1016/j.procbio.2003.11.009, PII S003295920300431X
    • 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. (Pubitemid 39123616)
    • (2004) Process Biochemistry , vol.39 , Issue.12 , pp. 2193-2198
    • Dutta, J.R.1    Dutta, P.K.2    Banerjee, R.3
  • 15
    • 12444330313 scopus 로고    scopus 로고
    • Self-organizing neural networks for modeling robust 3D and 4D QSAR: Application to dihydrofolate reductase inhibitors
    • Polanski, J.; Bak, A.; Gieleciak, R.; Magdziarz, T. Self-organizing neural networks for Modeling robust 3D and 4D QSAR: Application to dihydrofolate reductase inhibitors. Molecules 2004, 9, 1148-1159. (Pubitemid 40145169)
    • (2004) Molecules , vol.9 , Issue.12 , pp. 1148-1159
    • Polanski, J.1    Bak, A.2    Gieleciak, R.3    Magdziarz, T.4
  • 17
    • 20744444912 scopus 로고    scopus 로고
    • Optimisation of the predictive ability of artificial neural network (ANN) models: A comparison of three ANN programs and four classes of training algorithm
    • DOI 10.1016/j.ejps.2005.04.010, PII S092809870500134X
    • Plumb, A.; Rowe, R.; York, P.; Brown, M. Optimisation of the predictive ability of artificial neural network (ANN) models: A comparison of three ANN programs and four classes of training algorithm. Eur. J. Pharm. Sci. 2005, 25, 395-405. (Pubitemid 40853867)
    • (2005) European Journal of Pharmaceutical Sciences , vol.25 , Issue.4-5 , pp. 395-405
    • Plumb, A.P.1    Rowe, R.C.2    York, P.3    Brown, M.4
  • 18
    • 79952160618 scopus 로고    scopus 로고
    • Optimization of salbutamol sulfate dissolution from sustained release matrix formulations using an artificial neural network
    • Chaibva, F.; Burton, M.; Walker, R.B. Optimization of salbutamol sulfate dissolution from sustained release matrix formulations using an artificial neural network. Pharmaceutics 2010, 2, 182-198.
    • (2010) Pharmaceutics , vol.2 , pp. 182-198
    • Chaibva, F.1    Burton, M.2    Walker, R.B.3
  • 19
    • 33847682944 scopus 로고    scopus 로고
    • Memetic algorithms-based artificial multiplicative neural models selection for resolving multi-component mixtures based on dynamic responses
    • DOI 10.1016/j.chemolab.2006.06.020, PII S0169743906001523
    • Hervas, C.; Silva, M. Memetic algorithms-based artificial multiplicative neural models selection for resolving multi-component mixtures based on dynamic responses. Chemometrics. Intell. Lab. Syst. 2007, 85, 232-242. (Pubitemid 46350700)
    • (2007) Chemometrics and Intelligent Laboratory Systems , vol.85 , Issue.2 , pp. 232-242
    • Hervas, C.1    Silva, M.2
  • 20
    • 0034213103 scopus 로고    scopus 로고
    • Basic concepts of artificial neural network (ANN) modeling and its application in pharmaceutical research
    • DOI 10.1016/S0731-7085(99)00272-1, PII S0731708599002721
    • Agatonovic-Kustrin, S.; Beresford, R. Basic concepts of artificial neural network (ANN) modeling and its application in pharmaceutical research. J. Pharm. Biomed. Anal. 2000, 22, 717-727. (Pubitemid 30193303)
    • (2000) Journal of Pharmaceutical and Biomedical Analysis , vol.22 , Issue.5 , pp. 717-727
    • Agatonovic-Kustrin, S.1    Beresford, R.2
  • 23
    • 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
  • 24
    • 0022471098 scopus 로고
    • Learning representations by backpropagation errors
    • Rumelhart, D.; Hinton, G.; Williams, R. Learning representations by backpropagation errors. Nature 1986, 323, 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.1    Hinton, G.2    Williams, R.3
  • 26
    • 40549089900 scopus 로고    scopus 로고
    • Impact of declining trend of flow on Harike Wetland, India
    • DOI 10.1007/s11269-007-9169-9
    • Jain, S.K.; Sarkar, A.; Garg, V. Impact of declining trend of flow on harike wetland, India. Water Resour. Manag. 2008, 22, 409-421. (Pubitemid 351356400)
    • (2008) Water Resources Management , vol.22 , Issue.4 , pp. 409-421
    • Jain, S.K.1    Sarkar, A.2    Garg, V.3
  • 27
    • 3042836932 scopus 로고    scopus 로고
    • Assessment of individual risk of death using self-report data: An artificial neural network compared with a frailty index
    • DOI 10.1111/j.1532-5415.2004.52319.x
    • Song, X.; Mitnitski, A.; MacKnight, C.; Rockwood, K. Assessment of individual risk of death using self report data: An artificial neural network compared with a frailty index. J. Am. Geriatr. Soc. 2004, 52, 1180-1184. (Pubitemid 38869080)
    • (2004) Journal of the American Geriatrics Society , vol.52 , Issue.7 , pp. 1180-1184
    • Song, X.1    Mitnitski, A.2    MacKnight, C.3    Rockwood, K.4
  • 28
    • 55349107780 scopus 로고    scopus 로고
    • Modeling and optimization of heterogeneous photo-fenton process with response surface methodology and artificial neural networks
    • Kasiri, M.; Aleboyeh, H.; Aleboyeh, A. Modeling and optimization of heterogeneous photo-fenton process with response surface methodology and artificial neural networks. Environ. Sci. Technol. 2008, 42, 7970-7975.
    • (2008) Environ. Sci. Technol , vol.42 , pp. 7970-7975
    • Kasiri, M.1    Aleboyeh, H.2    Aleboyeh, A.3
  • 29
    • 0034855346 scopus 로고    scopus 로고
    • Lipae-catalyzed synthesis of isoamyl isobutyrate - Optimization using a central composite rotatable design
    • DOI 10.1016/S0032-9592(01)00161-3, PII S0032959201001613
    • Krishna, S.H.; Sattur, A.P.; Karanth, N.G. Lipase-catalysed synthesis of isoamly isobutyrate-optimisation using a central composite rotatable design. Process Biochem. 2001, 37, 9-16. (Pubitemid 32843561)
    • (2001) Process Biochemistry , vol.37 , Issue.1 , pp. 9-16
    • Hari Krishna, S.1    Sattur, A.P.2    Karanth, N.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.