[1]梅余霞,谢晓兰,万宁,等.木糖醇发酵液脱色的优化工艺[J].华侨大学学报(自然科学版),2000,21(4):394-398.[doi:10.3969/j.issn.1000-5013.2000.04.014]
　Mei Yuxia,Xie Xiaolan,Wan Ning,et al.Technology for Optimizing Decoloration of Xylitol Fermentation Liquor[J].Journal of Huaqiao University(Natural Science),2000,21(4):394-398.[doi:10.3969/j.issn.1000-5013.2000.04.014]
点击复制

木糖醇发酵液脱色的优化工艺()
分享到：

《华侨大学学报（自然科学版）》[ISSN:1000-5013/CN:35-1079/N]

卷:
第21卷
期数:
2000年第4期
页码:
394-398
栏目:
出版日期:
2000-10-20

文章信息/Info

Title:
Technology for Optimizing Decoloration of Xylitol Fermentation Liquor
文章编号:
1000-5013(2000)04-0394-05
作者:
梅余霞; 谢晓兰; 万宁; 方柏山
华侨大学化工学院, 泉州362011
Author(s):
Mei Yuxia;  Xie Xiaolan;  Wan Ning;  Fang Baishan
College of Chem. Eng., Huaqiao Univ., 362011, Quanzhou
关键词:
木糖醇;  脱色;  均匀设计;  遗传算法;  人工神经网络
Keywords:
xylitol;  decoloration;  uniform design;  genetic algorithm;  artificial neural network
分类号:
TQ92
DOI:
10.3969/j.issn.1000-5013.2000.04.014
摘要:
根据木糖醇发酵脱色实验,借助均匀设计法,确定人工神经网络的隐层神经元数、学习速度和动量因子等模型参数 .构建一个能用于预测、优化木糖醇发酵液脱色过程的 3层数学模型 ( 5- 8-1),并通过遗传算法寻优,获得效果更好的脱色工艺 .
Abstract:
Artificial neural network and genetic algorithm are applied to the technology for optimizing decoloration of xylitol fermentation liquor. Based on experiment of xylitol fermentation and decoloration, a 5 8 1 three level mathematical model is formed for predicting and optimizing decoloration of xylitol fermentation. It is formed with the help of uniform design method by which such model parameters as number of neurons in the implicit level of artificial neural network, speed of learning, and momentum factors can be determined. The technology with better decoloration effect can be obtained by genetic algorithm which seeks optimization.

参考文献/References:

[1] 尤新. 木糖醇的生产和应用 [M]. 北京:中国轻工业出版社, 1984.79-80.
[2] Heikkila. Method for the production of xylitol [P]. US 5081026, 1992.
[3] Gurgel P V, Mancilha I M, Pecanha R P. Xylitol recovery from fermented sugarcane technology [J]. Bioresource Technology, 1995, (3):219-223.doi:10.1016/0960-8524(95)00025-A.
[4] 陈宏文, 方柏山, 胡宗定. 由莫格假丝酵母发酵法生产木糖醇的研究 [J]. 华侨大学学报(自然科学版), 1998(4):416-419.
[5] 谢晓兰. 发酵法生产木糖醇的工艺研究 [D]. 华侨大学, 1999.29-41.
[6] Song He B, Arnold L D. An improved colorimetric assey for polyols [J]. Analytical Biochemistry, 1997.18-20.
[7] Lise D, Fmest K C Yu. A simple pentose assey forbiomass conversion studies [J]. Applied Microbiology and Biotechnology, 1986.379-385.doi:10.1007/BF00294594.
[8] 方开泰. 均匀设计及其应用 [J]. 数理统计与管理, 1994(1):1-3.
[9] 方柏山. 生物技术过程模型化与控制 [M]. 广州:暨南大学出版社, 1997.356-385.

相似文献/References:

[1]黄惠莉,林文銮.印染废水脱色菌的选育及脱色研究[J].华侨大学学报(自然科学版),1997,18(3):293.[doi:10.11830/ISSN.1000-5013.1997.03.0293]
　Huang Hui,Li Lin,Wenluan.Selective Culture and Decolorization of Decolorizing Bacteria in Waste Water from Textile Printing[J].Journal of Huaqiao University(Natural Science),1997,18(4):293.[doi:10.11830/ISSN.1000-5013.1997.03.0293]
[2]肖子敬,戴敬草,叶玲,等.膨润土基多孔材料对红色染料的脱色作用[J].华侨大学学报(自然科学版),2000,21(2):144.[doi:10.3969/j.issn.1000-5013.2000.02.009]
　Xiao Zijing,Dai Jingcao,Ye Ling,et al.Decolorization of Red Dye by Applying Bentonite-Based Porous Clay Material[J].Journal of Huaqiao University(Natural Science),2000,21(4):144.[doi:10.3969/j.issn.1000-5013.2000.02.009]
[3]肖子敬,黄惠莉,戴劲草,等.膨润土基固定化细胞颗粒材料的研制[J].华侨大学学报(自然科学版),2001,22(1):35.[doi:10.3969/j.issn.1000-5013.2001.01.008]
　Xiao Zijing,Huang Huili,Dai Jingcao,et al.Preparing a Decolorizing Material with Grains Formed by Bacterial Cells Immobilized on Bentonite Base[J].Journal of Huaqiao University(Natural Science),2001,22(4):35.[doi:10.3969/j.issn.1000-5013.2001.01.008]
[4]方千山.木糖醇发酵过程中溶解氧的模糊控制[J].华侨大学学报(自然科学版),2002,23(1):28.[doi:10.3969/j.issn.1000-5013.2002.01.007]
　Fang Qianshan.Fuzzy Control of Dissolved Oxygen in Fermentation Process of Xylitol[J].Journal of Huaqiao University(Natural Science),2002,23(4):28.[doi:10.3969/j.issn.1000-5013.2002.01.007]
[5]于瑞莲.Fenton试剂处理染料废水的试验[J].华侨大学学报(自然科学版),2006,27(4):443.[doi:10.3969/j.issn.1000-5013.2006.04.030]
　Yu Ruilian.Treatment of Dye Wastewater Using Fenton Regent[J].Journal of Huaqiao University(Natural Science),2006,27(4):443.[doi:10.3969/j.issn.1000-5013.2006.04.030]
[6]曹晓婷,熊小京,郑天凌,等.黑曲霉菌丝球对直接耐晒翠蓝FBL的脱色特性[J].华侨大学学报(自然科学版),2008,29(1):34.[doi:10.11830/ISSN.1000-5013.2008.01.0034]
　CAO Xiao-ting,XIONG Xiao-jing,ZHENG Tian-ling,et al.Decolorization Behavior of C.I.Direct Blue 199 by Aspergillus niger Mycelium Pellet[J].Journal of Huaqiao University(Natural Science),2008,29(4):34.[doi:10.11830/ISSN.1000-5013.2008.01.0034]
[7]吴楚,王慧,郑天凌.一株苯胺蓝降解菌的分离鉴定及其降解特性[J].华侨大学学报(自然科学版),2008,29(1):38.[doi:10.11830/ISSN.1000-5013.2008.01.0038]
　WU Chu,WANG Hui,ZHENG Tian-ling.Isolation and Characterization of Aniline Blue-Degrading Bacteria[J].Journal of Huaqiao University(Natural Science),2008,29(4):38.[doi:10.11830/ISSN.1000-5013.2008.01.0038]
[8]洪俊明.A/OMBR组合工艺处理酞菁染料KN-G废水[J].华侨大学学报(自然科学版),2009,30(3):302.[doi:10.11830/ISSN.1000-5013.2009.03.0302]
　HONG Jun-ming.Experimental of Reactive Phthalocyanine Dye Wastewater Treatment by A/O MBR[J].Journal of Huaqiao University(Natural Science),2009,30(4):302.[doi:10.11830/ISSN.1000-5013.2009.03.0302]

备注/Memo

备注/Memo:
福建省自然科学基金资助项目
更新日期/Last Update: 2014-03-23