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《中国化学工程学报(英文版)》 2012-06
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A Multi-agent Artificial Immune Network Algorithm for the Tray Efficiency Estimation of Distillation Unit

SHI Xuhua 1, ** and QIAN Feng 2 1 Information Institute, NingBo University, NingBo 315211, China 2 State-Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, China  
Based on the immune mechanics and multi-agent technology, a multi-agent artificial immune network (Maopt-aiNet) algorithm is introduced. Maopt-aiNet makes use of the agent ability of sensing and acting to overcome premature problem, and combines the global and local search in the searching process. The performance of the proposed method is examined with 6 benchmark problems and compared with other well-known intelligent algorithms. The experiments show that Maopt-aiNet outperforms the other algorithms in these benchmark functions. Furthermore, Maopt-aiNet is applied to determine the Murphree efficiency of distillation column and satisfactory results are obtained.
【Fund】: Supported by the National Natural Science Foundation of China (61271137);; Public Science and Technology Research Funds Projects of Zhejiang Province (2011C21077);; the Natural Science Foundation of Ningbo City (2011A610173)
【CateGory Index】: TQ051.81
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 YAN Xue-feng,YU Juan,LI Feng,QIAN Feng(Automation Institute,East China University of Science and Technology, Shanghai 200237,China);SIMULATION OF ATMOSPHERIC-VACUUM DISTILLATION UNIT BASED ON EVOLUTION ALGORITHM[J];Acta Petrolei Sinica(Petroleum Processing Section);2006-01
【Co-citations】
Chinese Journal Full-text Database 3 Hits
1 SHI Xuhua1,2,QIAN Feng1(1Key Laboratory of Advanced Control and Optimization for Chemical Processes,Ministry of Education,East China University of Science and Technology,Shanghai 200237,China;2Research Institute of Electric Automatic Control,Ningbo University,Ningbo 315211,Zhejiang,China);Simulation of distillation unit based on artificial immune network multi-agent algorithm[J];CIESC Journal;2010-12
2 Huang Wen,Chu Jizheng(School of Information Science & Technology,Beijing University of Chemical Technology,Beijing 100029);Steady-state simulation of complex crude oil distillation column[J];Petroleum Refinery Engineering;2011-06
3 YANG Zhong,SHI Xuhua(School of Information Science and Engineering,Ningbo University,Ningbo 315211,Zhejiang,China);Optimization of distillation resources based on neighborhood-clonal selection learning algorithm[J];CIESC Journal;2012-09
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Wang Wen xin 1 Pan Li deng 1 Li Rong 2 Xu Yong xin 2 Wen Guang hui 1 (1 College of Information Science and Technology, Beijing University of Chemical Technology,Beijing 100029, China; 2 Karamay Petrochemical Complex, Xinjiang Karamay 834003, China);Development of RBF neural network with double model structure and its application to atmospheric and vacuum distillation units[J];Journal of Beijing University of Chemical Technology;2004-04
2 YAN Xue-feng, YU Juan, QIAN Feng (Automation Institute, East China University of Science and Technology, Shanghai 200237, China);An Evolution Algorithm with Select-Best and Prepotency Operator and Parameter Estimation of 4-CBA Model[J];Journal of Chemical Engineering of Chinese Universities;2005-02
3 Xia Yongzhong;Wang Yuhong;Yu Zuojun; Tian Xuemin ;Chen Weihong (University of Petroleum,Dongying, China 257062);MODEL FOR ATMOSPHERE AND VACAUUM COLUMN AND ITS APPLICATION[J];JOURNAL OF THE UNIVERSITY OF PETROLEUM,CHINA;1996-S1
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