APPLICATION OF SIMULATED ANNEALING IN SIMULATION AND OPTIMIZATION OF DRYING PROCESS OF Zea mays MALT

被引:12
作者
Benvenga, Marco A. C. [1 ]
de Araujo, Sidnei A. [1 ]
Librantz, Andre F. H. [1 ]
Santana, Jose C. C. [1 ]
Tambourgi, Elias B. [2 ]
机构
[1] UNINOVE, Programa Posgrad Engn Prod, Sao Paulo, Brazil
[2] Univ Estadual Campinas, Fac Engn Quim, Campinas, SP, Brazil
来源
ENGENHARIA AGRICOLA | 2011年 / 31卷 / 05期
关键词
simulated annealing; Zea mays; drying curves; optimization; simulation; ALCOHOL PRODUCTION; ALPHA-AMYLASES; KINETICS; MODEL; PURIFICATION; RECOVERY; BIOMASS; STARCH;
D O I
10.1590/S0100-69162011000500012
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Kinetic simulation and drying process optimization of corn malt by Simulated Annealing (SA) for estimation of temperature and time parameters in order to preserve maximum amylase activity in the obtained product are presented here. Germinated corn seeds were dried at 54-76 degrees C in a convective dryer, with occasional measurement of moisture content and enzymatic activity. The experimental data obtained were submitted to modeling. Simulation and optimization of the drying process were made by using the SA method, a randomized improvement algorithm, analogous to the simulated annealing process. Results showed that seeds were best dried between 3h and 5h. Among the models used in this work, the kinetic model of water diffusion into corn seeds showed the best fitting. Drying temperature and time showed a square influence on the enzymatic activity. Optimization through SA showed the best condition at 54 degrees C and between 5.6h and 6.4h of drying. Values of specific activity in the corn malt were found between 5.26 +/- 0.06 SKB/mg and 15.69 +/- 0,10% of remaining moisture.
引用
收藏
页码:940 / 953
页数:14
相关论文
共 46 条
[21]   DRYING SIMULATION MODEL OF AGRICULTURAL PRODUCTS WITH CONSTANT AIR ENTHALPY [J].
Dalpasquale, Valdecir A. ;
Sperandio, Decio .
ENGENHARIA AGRICOLA, 2010, 30 (04) :726-731
[22]   Application of Ultrasound and Ultrasound-Assisted Osmotic Dehydration in Drying of Fruits [J].
Fernandes, Fabiano A. N. ;
Rodrigues, Sueli .
DRYING TECHNOLOGY, 2008, 26 (12) :1509-1516
[23]  
FERREIRA G.F., 2007, BRAZ ARCH BIOL TECHN, V50, P567
[24]   Characterization and Process Optimization of Microwave Drying of Plaster of Paris [J].
Ganesapillai, Magesh ;
Regupathi, Iyyaswami ;
Murugesan, Thanapalan .
DRYING TECHNOLOGY, 2008, 26 (12) :1484-1496
[25]  
Goldberg DE., 1989, GENETIC ALGORITHMS S, V13
[26]   A COMPUTATIONAL PROCEDURE FOR DEEP-BED DRYING ANALYSIS [J].
HENDERSO.JM ;
HENDERSO.SM .
JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1968, 13 (02) :87-&
[27]  
JESUS S.S, 2002, THESIS U ESTADUAL CA
[28]   OPTIMIZATION BY SIMULATED ANNEALING [J].
KIRKPATRICK, S ;
GELATT, CD ;
VECCHI, MP .
SCIENCE, 1983, 220 (4598) :671-680
[29]   Thermal characterization of Partially Hydrolyzed Cassava (Manihot esculenta) Starch Granules [J].
Lacerda, Luiz Gustavo ;
Menegassi Azevedo, Jayme Augusto ;
Carvalho Filho, Marco Aurlio da Silva ;
Demiate, Ivo Mottin ;
Schnitzler, Egon ;
de Souza Vandenberghe, Luciana Porto ;
Soccol, Carlos Ricardo .
BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY, 2008, 51 (06) :1209-1215
[30]   Purification of amylases from Zea mays malt [J].
Menezes Biazus, Joana Paula ;
Curvelo Santana, Jose Carlos ;
de Souza, Roberto Rodrigues ;
Tambourgi, Elias Basile .
CIENCIA E TECNOLOGIA DE ALIMENTOS, 2010, 30 (01) :218-223