全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
化工学报  2015 

基于矩阵编码的遗传算法多杂质间歇用水网络优化

DOI: 10.11949/j.issn.0438-1157.20141496, PP. 1838-1843

Keywords: 用水网络,多杂质,间歇,遗传算法

Full-Text   Cite this paper   Add to My Lib

Abstract:

针对多杂质间歇用水网络优化设计问题,建立了以新鲜水用量最小为目标的混合整数非线性规划(MINLP)模型,并提出基于矩阵编码的遗传算法和信赖域序列二次规划(trustregionsequentialquadraticprogramming,TRSQP)法相结合的求解策略。本文采用矩阵编码方法为时间条件约束提供了方便,从而使用水单元之间水回用关系更加清晰明确;采用基于矩阵编码的遗传算法对整数变量进行优化,采用TRSQP法对连续变量进行优化,集成应用两种方法进行优化求解,从而获得MINLP模型的最优解;并借助MATLAB软件进行编程并实现。利用本文所提出的求解方法和策略对文献中2个典型案例进行求解,求解结果均优于文献数据。实例计算表明,本文所提求解方法是可行的。

References

[1]  Wang Chuanqiang (王传强). Study on synthesis of water utilization network in batch processes [D]. Dalian:Dalian University of Technology, 2008
[2]  Tokos H, Novak Pintari? Z, YongRong Y. Bi-objective optimization of a water network via benchmarking [J]. Journal of Cleaner Production, 2013, 39: 168-179
[3]  Feng Xiao (冯霄). Water System Integration Optimization: Method of System Comprehensive Water-Saving Emission Reduction (水系统集成优化:节水减排的系统综合方法) [M]. Beijing: Chemical Industry Press, 2012: 280-316
[4]  Majozi T. Wastewater minimization using central reusable storage in batch plants [J]. Computer Chemistry Engineer, 2005, 29: 1631-1646
[5]  Zhou Feng (周枫), Xu Hongyong (徐宏勇), Cai Lankun (蔡兰坤). Review of the mathematical optimization algorithms for water networks with polymictic impurity [J]. Industrial Water Treatment (工业水处理), 2014, 34 (6): 10-13
[6]  Gouws, J F , Majozi T, Foo D C Y, Chen C L, Lee J Y. Water minimization techniques for batch processes [J]. Industrial & Engineering Chemistry Research, 2010, 49 (19): 8877-8893
[7]  Liang Zhaoming (梁肇铭), Li Yan (李雁), Xie Xin'an (解新安). Rapid design method for water using network with multiple contaminants based on mathematical programming and rules of thumb [J]. CIESC Journal (化工学报), 2013,64 (7): 2535-2542
[8]  Luo Yiqing,Yuan Xigang. Global optimization for the synthesis of integrated water systems with particle swarm optimization algorithm [J].Chinese Journal of Chemical Engineering, 2008,16 (1): 11-15
[9]  Wang Meng (王猛),Yin Hongchao (尹洪超). Design of water network with multiple contaminants based on improved particle swam optimization method [J].Energy Conservation Technology (节能技术), 2010, 28 (3): 209-212
[10]  Prakotpol D, Srinophakun T. GAPinch: Genetic algorithm toolbox for water pinch technology [J].Chemical Engineering and Processing: Process Intensification, 2004, 43 (2): 203-217
[11]  Lavric V, Iancu P, Plesu V. Genetic algorithm optimization of water consumption and wastewater network topology [J]. Journal of Cleaner Production, 2005, 13 (15): 1405-1415
[12]  Lin Wamei (林瓦妹),Li Kequan (李科群),Xie Rongjian (谢荣建),Wen Qingyun (温清云),Luo Xing (罗行). Optimal design of water networks by using genetic algorithm based on criterion of maximal water reuse [J]. Journal of Chemical Industry and Engineering (China) (化工学报), 2008, 59 (2): 410-414
[13]  Du Jian (都健), Wang Hongwei (王洪卫), Meng Xiaoqiong (孟小琼), Li Ying (李英), Du Hongbin (杜红彬), Fan Xishan (樊希山), Yao Pingjing (姚平经). Design of water utilization network with multiple contaminants based on adaptive simulated annealing genetic algorithm [J]. Computers and Applied Chemistry (计算机与应用化学), 2004, 21 (1): 79-82
[14]  Li Fengxi (李凤喜), Yan Liexiang (鄢烈祥), Shi Bin (史彬), Yan Na (鄢娜). Integration and optimization of a water network with multi-contaminants based on line-up competition algorithm [J]. Computers and Applied Chemistry (计算机与应用化学), 2011, 28 (8): 1007-1010
[15]  Jian Qian (菅倩). Research and application of genetic algorithm based on matrix coding [D]. Taiyuan: Taiyuan University of Technology, 2008
[16]  Zhan Hong (战红), Yang Jianjun (杨建军). Optimizaton of the job shop scheduling problem based on operation matrix encoding genetic algorithm [J]. Manufacturing Automation (制造业自动化), 2012, 35 (4): 86-88
[17]  Zhu Zhibin, Zhang Kecun. A new SQP method of feasible directions for nonlinear programming [J]. Applied Mathematics and Computation, 2004, 148 (5): 121-134
[18]  Zhao Min (赵敏), Li Shaoyuan (李少远). Nonlinear model predictive control optimization algorithm based on the trust-region quadratic programming [J]. Control Theory&Applications (控制理论与应用), 2009, 26 (6): 434-640
[19]  Yang Xia (杨霞), Cheng Huanong (程华农), Zheng Shiqing (郑世清). Multiple contaminants water network design for batch processes [J]. Computers and Applied Chemistry (计算机与应用化学), 2009, 26 (8): 1079-1083
[20]  Zhou Liang (邹亮). Multiple contaminants water network design for batch processes [D]. Qingdao: Qingdao University of Science & Technology, 2008
[21]  Du Jian (都健), Hong Shuihong (洪水红), Chen Li (陈理). Optimization of water-using network in a batch processes system with multiple contaminants [J]. Chemical Industry and Engineering Progress (化工进展), 2012, 31 (1): 25-34

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133