메뉴 건너뛰기




Volumn 6, Issue 4, 2010, Pages

Statistical optimization and neural modeling of amylase production from banana peel using Bacillus subtilis MTCC 441

Author keywords

amylase; Bacillus subtilis; banana peel; neural network; response surface

Indexed keywords

ALPHA AMYLASE; AMYLASE; AMYLASE ACTIVITY; AMYLASE PRODUCTION; ARTIFICIAL NEURAL NETWORK; BACILLUS SUBTILIS; BACTERIAL SOURCE; BANANA PEEL; CENTRAL COMPOSITE DESIGNS; CRITICAL TASKS; EXPERIMENTAL DESIGN; EXPERIMENTAL VALUES; FERMENTATION MEDIUM; FERMENTATION PROCESS; GLOBAL OPTIMIZATION TECHNIQUES; INCUBATION TIME; INDUSTRIAL FERMENTATION; INOCULUM SIZE; NEURAL MODELING; OPTIMIZATION OF PROCESS PARAMETERS; OPTIMIZED LEVEL; RESPONSE SURFACE; RESPONSE SURFACE METHODOLOGY; STATISTICAL OPTIMIZATION;

EID: 77956370505     PISSN: 15563758     EISSN: None     Source Type: Journal    
DOI: 10.2202/1556-3758.1980     Document Type: Article
Times cited : (14)

References (31)
  • 1
    • 47749090544 scopus 로고    scopus 로고
    • Artificial intelligence based optimization of extracellular glucansucrase production from leuconostic dextranucum NRRL B-1146
    • Angad Singh, Avishek Majumdar, Arun Goyal (2008) Artificial intelligence based optimization of extracellular glucansucrase production from leuconostic dextranucum NRRL B-1146, Bioresource Technology, 99:8201-8206
    • (2008) Bioresource Technology , vol.99 , pp. 8201-8206
    • Singh, A.1    Majumdar, A.2    Goyal, A.3
  • 2
    • 57649176803 scopus 로고    scopus 로고
    • To study the influence of different components of fermentable substrate on induction of extracellular a-amylase synthesis by Bacillus subtilis DM-03 in solid-state fermentation and exploration of feasibility for inclusion of a-amylase in laundry detergent formulation
    • Ashis K. Mukerjee, Munindra Borah, Sudhir K. Rai (2009) To study the influence of different components of fermentable substrate on induction of extracellular a-amylase synthesis by Bacillus subtilis DM-03 in solid-state fermentation and exploration of feasibility for inclusion of a-amylase in laundry detergent formulation, Biochemical Engineering Journal 43:149-156.
    • (2009) Biochemical Engineering Journal , vol.43 , pp. 149-156
    • Mukerjee, A.K.1    Borah, M.2    Rai, S.K.3
  • 3
    • 0000843216 scopus 로고
    • Yeasts protease and brewing
    • eds. Verachtert, H. and Mot, New York: Marcel Dekker. R
    • Bilinski CA and Stewart GG (1990). Yeasts protease and Brewing. In: Yeast Biotechnology and Biocatalyst eds. Verachtert, H. and Mot, New York: Marcel Dekker. R. pp 147-162.
    • (1990) Yeast Biotechnology and Biocatalyst , pp. 147-162
    • Bilinski, C.A.1    Stewart, G.G.2
  • 4
    • 0036444740 scopus 로고    scopus 로고
    • Extracellular enzymatic activity profiles in yeast and yeast-like strains isolated from tropical environments
    • 2002
    • Buzzini P; Martini A (2002), Extracellular enzymatic activity profiles in yeast and yeast-like strains isolated from tropical environments., Journal of applied microbiology 2002;93(6):1020-1025.
    • (2002) Journal of Applied Microbiology , vol.93 , Issue.6 , pp. 1020-1025
    • Buzzini, P.1    Martini, A.2
  • 7
    • 33748580947 scopus 로고    scopus 로고
    • Evaluation of artificial neural networks for modelling and optimization of medium composition with a genetic algorithm
    • Ezequiel Franco-Lara, Hannes Link, Dirk Weuster-Botz (2006) Evaluation of artificial neural networks for modelling and optimization of medium composition with a genetic algorithm, Process Biochemistry 41:2200-2206.
    • (2006) Process Biochemistry , vol.41 , pp. 2200-2206
    • Franco-Lara, E.1    Link, H.2    Weuster-Botz, D.3
  • 8
    • 33645211899 scopus 로고    scopus 로고
    • Optimization of panose roduction by enzymatic synthesis using neural networks
    • Fabiano A. N. Fernandes, Sueli Rodrigues (2006) Optimization of panose roduction by enzymatic synthesis using neural networks, Process Biochemistry 41:1090-1096.
    • (2006) Process Biochemistry , vol.41 , pp. 1090-1096
    • Fernandes, F.A.N.1    Rodrigues, S.2
  • 9
    • 0038068846 scopus 로고    scopus 로고
    • Use of response surface methodology for optimizing process parameters for the production of α-amylase by Aspergillus oryzae
    • Febe Francis, Abdulhameed Sabu, K. Madhavan Nampoothiri, Sumitra Ramachandran, Sanjoy Ghosh, George Szakacs and Ashok Pandey (2003) Use of response surface methodology for optimizing process parameters for the production of α-amylase by Aspergillus oryzae. Biochemical Engineering Journal 15(2):107-115.
    • (2003) Biochemical Engineering Journal , vol.15 , Issue.2 , pp. 107-115
    • Francis, F.1    Sabu, A.2    Nampoothiri, K.M.3    Ramachandran, S.4    Ghosh, S.5    Szakacs, G.6    Pandey, A.7
  • 10
    • 38849122863 scopus 로고    scopus 로고
    • A-amylase production from catabolite derepressed Bacillus subtilis KCC103 utilizing sugarcane bagasse hydrolysate
    • Gopinath Rajagopalan, Chandraraj Krishnan (2008) a-amylase production from catabolite derepressed Bacillus subtilis KCC103 utilizing sugarcane bagasse hydrolysate, Bioresource Technology 99:3044-3050.
    • (2008) Bioresource Technology , vol.99 , pp. 3044-3050
    • Rajagopalan, G.1    Krishnan, C.2
  • 11
    • 0037416685 scopus 로고    scopus 로고
    • A segregated model for heterologous amylase production by Bacillus subtilis
    • Hanjing Huang, Darin Ridgeway, Tingyue Gu, Murray Moo-Young (2003) A segregated model for heterologous amylase production by Bacillus subtilis, Enzyme and Microbial Technology 32:407-413.
    • (2003) Enzyme and Microbial. Technology , vol.32 , pp. 407-413
    • Huang, H.1    Ridgeway, D.2    Gu, T.3    Moo-Young, M.4
  • 12
    • 33745843330 scopus 로고    scopus 로고
    • Alpha amylase production by Bacillus cereus MTCC 1305 using solid-state fermentation
    • Hema Anto, Ujjval Trevedi and Kamlesh Patel (2006) Alpha Amylase Production by Bacillus cereus MTCC 1305 Using Solid-State Fermentation, Food Technol. Biotechnol 44:241-245.
    • (2006) Food Technol. Biotechnol. , vol.44 , pp. 241-245
    • Anto, H.1    Trevedi, U.2    Patel, K.3
  • 13
    • 27644452658 scopus 로고    scopus 로고
    • Culture medium optimization of α-amylase producing organism Mocur spp. using the variable size-simplex algorithm
    • Hossein Vahidi, Bijan Shafagi, Zahra Mirzabeigi (2005) Culture medium optimization of α-amylase producing organism Mocur spp. using the variable size-simplex algorithm. Daru 13(1):20-23.
    • (2005) Daru , vol.13 , Issue.1 , pp. 20-23
    • Vahidi, H.1    Shafagi, B.2    Mirzabeigi, Z.3
  • 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
    • Jayati Ray Dutta, Pranab Kumar Dutta, Rintu Banerjee (2004) Optimization of culture parameters for extracellular protease production from a newly isolated Pseudomonas sp. using response surface and artificial neural network models, Process Biochemistry 39:2193-2198.
    • (2004) Process Biochemistry , vol.39 , pp. 2193-2198
    • Dutta, J.R.1    Dutta, P.K.2    Banerjee, R.3
  • 15
    • 33646808075 scopus 로고    scopus 로고
    • Optimization of fermentation media for exopolysaccharide production from Lactobacillus plantarum using artificial intelligence-based techniques
    • K. M. Desai, S. K. Akolkar, Y. P. Badhe, S. S. Tambe, S. S. Lele (2006) Optimization of fermentation media for exopolysaccharide production from Lactobacillus plantarum using artificial intelligence-based techniques, Process Biochemistry 41:1842-1848.
    • (2006) Process Biochemistry , vol.41 , pp. 1842-1848
    • Desai, K.M.1    Akolkar, S.K.2    Badhe, Y.P.3    Tambe, S.S.4    Lele, S.S.5
  • 16
    • 13844299345 scopus 로고    scopus 로고
    • Use of an artificial neural network in modeling yeast Biomass and yield of b-glucan
    • Kiran M. Desaia, Bhalchandra K. Vaidyab, Rekha S. Singhalb, Sunil S. Bhagwat (2005) Use of an artificial neural network in modeling yeast Biomass and yield of b-glucan, Process Biochemistry 40:1617-1626
    • (2005) Process Biochemistry , vol.40 , pp. 1617-1626
    • Desaia, K.M.1    Vaidyab, B.K.2    Singhalb, R.S.3    Bhagwat, S.S.4
  • 17
  • 18
    • 14644440630 scopus 로고    scopus 로고
    • Optimization od aamylase production by Bacillus sp. using response surface methodology
    • M. Saban Tanyildizi, Dursun Ozer, Murat Elibol (2005) Optimization od aamylase production by Bacillus sp. using response surface methodology, Process Biochemistry 40:2291-2296.
    • (2005) Process Biochemistry , vol.40 , pp. 2291-2296
    • Tanyildizi, M.S.1    Ozer, D.2    Elibol, M.3
  • 19
    • 33747333106 scopus 로고
    • Use of dinitrosalicylic acid reagent for determination of reducing sugar
    • Miller GL (1959) Use of dinitrosalicylic acid reagent for determination of reducing sugar. Anal. Chem 31:426-428.
    • (1959) Anal. Chem. , vol.31 , pp. 426-428
    • Miller, G.L.1
  • 20
    • 0028971232 scopus 로고
    • Induction and repression of α-amylase production in batch and continuous cultures of Aspergillus oryzae
    • Morten Carlsen, Rikke Markeberg, and Jens Nielsen (1995) Induction and repression of α-amylase production in batch and continuous cultures of Aspergillus oryzae. Microbiology 141:2449-2454.
    • (1995) Microbiology , vol.141 , pp. 2449-2454
    • Carlsen, M.1    Markeberg, R.2    Nielsen, J.3
  • 21
    • 0344961882 scopus 로고    scopus 로고
    • Optimization of a fermentation medium using neural networks and genetic algorithms
    • Nagata Yuko, Chu KH (2003) Optimization of a fermentation medium using neural networks and genetic algorithms. Biotechnology Letters 25:1837-1842.
    • (2003) Biotechnology Letters , vol.25 , pp. 1837-1842
    • Yuko, N.1    Chu, K.H.2
  • 22
    • 0031044442 scopus 로고    scopus 로고
    • Statistical optimization of medium components for improved synthesis of pectinase by Aspergillus niger
    • Nair SR, Panda T (1997) Statistical optimization of medium components for improved synthesis of pectinase by Aspergillus niger. Bioprocess Engineering 16:169-173.
    • (1997) Bioprocess Engineering , vol.16 , pp. 169-173
    • Nair, S.R.1    Panda, T.2
  • 23
    • 77956353566 scopus 로고    scopus 로고
    • An artificial neural network based model for predicting H2 production rates in a sucrose-based bioreactor system
    • Nikhil, Bestamin Özkaya, Ari Visa, Chiu-Yue Lin, Jaakko A. Puhakka, and Olli Yli-Harja (2008) An Artificial Neural Network Based Model for Predicting H2 Production Rates in a Sucrose-Based Bioreactor System, World Academy of Science, Engineering and Technology 37:20-25.
    • (2008) World Academy of Science, Engineering and Technology , vol.37 , pp. 20-25
    • Nikhil, B.O.1    Visa, A.2    Lin, C.3    Puhakka, J.A.4    Yli-Harja, O.5
  • 24
    • 18244377658 scopus 로고    scopus 로고
    • Hydrolysis of raw tuber starches by amylase of Aspergillus niger AM07 isolated from the soil
    • Omemu, A. M. Akpan, I, Bankole, M. O. and Teniola, O. D. (2005) Hydrolysis of raw tuber starches by amylase of Aspergillus niger AM07 isolated from the soil. African Journal of Biotechnology 4(1):19-25.
    • (2005) African Journal of Biotechnology , vol.4 , Issue.1 , pp. 19-25
    • Omemu, A.M.A.I.1    Bankole, M.O.2    Teniola, O.D.3
  • 25
    • 0034110702 scopus 로고    scopus 로고
    • Biotechnological potential of agro-industrial residues. I: Sugarcane bagasse
    • Pandey A, Soccol CR, Nigam P, Soccol VT (2000) Biotechnological potential of agro-industrial residues. I: sugarcane bagasse. Bioresource Technology 74:69-80.
    • (2000) Bioresource Technology , vol.74 , pp. 69-80
    • Pandey, A.1    Soccol, C.R.2    Nigam, P.3    Soccol, V.T.4
  • 26
    • 0028971232 scopus 로고
    • Induction and repression of α-amylase production in batch and continuous cultures of Aspergillus oryzae
    • Rikke Markeberg, Morten Carlsen and Jens Nielsen (1995) Induction and repression of α-amylase production in batch and continuous cultures of Aspergillus oryzae. Microbiology 141:2449-2454.
    • (1995) Microbiology , vol.141 , pp. 2449-2454
    • Markeberg, R.1    Carlsen, M.2    Nielsen, J.3
  • 27
    • 35548956770 scopus 로고    scopus 로고
    • Production of bacterial alpha amylase by B.amyloliquefaciens under solid substrate fermentation
    • Saban Tanyildizi, Dursun Ozer, Murat Elibol (2007) Production of bacterial alpha amylase by B.amyloliquefaciens under solid substrate fermentation, Biochemical Engineering Journal, 37:294-297
    • (2007) Biochemical Engineering Journal , vol.37 , pp. 294-297
    • Tanyildizi, S.1    Ozer, D.2    Elibol, M.3
  • 30
    • 47849093348 scopus 로고    scopus 로고
    • Fed-batch optimization of a-amylase and protease-producing Bacillus subtilis using genetic alogorithm and particle swarm optimization
    • Wanwisa Skolpap, Somboon Nuchprayoon, Jeno M Scharer, Nurak Grisdanurak, Peter L. Douglas, Murray Moo-Young (2008) Fed-batch optimization of a-amylase and protease-producing Bacillus subtilis using genetic alogorithm and particle swarm optimization, Chemical Engineering Science 63:4090-4099.
    • (2008) Chemical Engineering Science , vol.63 , pp. 4090-4099
    • Skolpap, W.1    Nuchprayoon, S.2    Scharer, J.M.3    Grisdanurak, N.4    Douglas, P.L.5    Moo-Young, M.6
  • 31
    • 0028796106 scopus 로고
    • Production of raw starch digesting amylase by Aspergillus niger grown on native starch sources
    • Okolo B. N, Ezeogu L. I and Mba CI (1995). Production of raw starch digesting amylase by Aspergillus niger grown on native starch sources. Journal of Science and Food Agriculture. 69:109-115.
    • (1995) Journal of Science and Food Agriculture , vol.69 , pp. 109-115
    • Okolo, B.N.1    Ezeogu, L.I.2    Mba, C.I.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.