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[1]米红梅,张悦,宋占兵.基于VEGA和DCGA的化工园区布局优化研究[J].中国安全生产科学技术,2013,9(5):45-51.[doi:10.11731/j.issn.1673-193x.2013.05.009]
　MI Hong mei,ZHANG Yue,SONG Zhan bing.Study on layout optimization for chemical industry park based on VEGA and DCGA[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2013,9(5):45-51.[doi:10.11731/j.issn.1673-193x.2013.05.009]
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基于VEGA和DCGA的化工园区布局优化研究
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
9
期数:
2013年5期
页码:
45-51
栏目:
学术论著
出版日期:
2013-05-31

文章信息/Info

Title:
Study on layout optimization for chemical industry park based on VEGA and DCGA
作者:
米红梅1; 张悦2; 宋占兵3
（1.国家安全生产监督管理总局化学品登记中心，山东青岛266071; 2.中国矿业大学〈北京〉资源与安全工程学院，北京100083; 3.中国安全生产科学研究院，北京100012）
Author(s):
MI Hong mei 1;  ZHANG Yue 2;  SONG Zhan bing 3
(1. Chemical Registration Center of State Administration of Work Safety, Qingdao Shandong 266071, China; 2. Faculty of Resource and Safety Engineering, China University of Mining and Technology 〈Beijing〉, Beijing 100083, China; 3. China Academy of Safet
关键词:
化工园区; 布局优化; VEGA; DCGA
Keywords:
chemical industry park;  layout optimization;  VEGA;  DCGA
分类号:
X913
DOI:
10.11731/j.issn.1673-193x.2013.05.009
文献标志码:
A
摘要:
化工园区布局优化是一个复杂的多目标优化问题，建立了以事故风险和经济收益为两个优化指标的化工园区布局优化模型，以潜在死亡人数(PLL)表征事故风险，以销售收入表征经济收益；从算法的正确性、有效性及其搜索性能上提出了三条化工园区布局优化算法性能的评价准则；基于向量评价遗传算法(VEGA)和基于确定性拥挤机制的小生境遗传算法(DCGA)分别对化工园区布局优化进行研究，并对比分析了优化计算结果，得出：建立的化工园区双目标布局优化模型和提出的优化方法是可行的，计算所得的Pareto最优解对化工园区布局具有较好的参考价值；VEGA算法仅能满足部分准则要求，而DCGA算法能同时满足三条评价准则要求，可知DCGA算法适用于化工园区布局优化。
Abstract:
The layout optimization for chemical industry park is a complex multiobjective optimization problem. A layout optimization model for chemical industry park that accident risk and economic benefit were taken as two optimized targets was established, the potential accident loss of life (PLL) and sales revenue were respectively taken as characterization of accident risk and economic benefit. From the correctness, effectiveness and search performance of the algorithm, three performance evaluation criterias of optimization algorithm for the chemical industry park layout were put forward. Research on layout optimization for the chemical industry park was made respectively according to vector evaluated genetic algorithm (VEGA) and niche genetic algorithm based on the deterministic crowding mechanism (DCGA), and optimization calculation results were comparatively analyzed. The conclusions were as follows: the established twoobjective layout optimization model and proposed optimization methods for the chemical industry park were feasible, the calculated Pareto optimal solutions had a good reference value for the chemical industry park layout. VEGA could only meet some criteria requirements, but DCGA could simultaneously meet the three evaluation criterias, which showed that DCGA is suitable for the chemical industry park layout optimization.

参考文献/References:

[1]中国安全生产科学研究院. 危险化学品重特大事故案例精选［M］. 北京: 中国劳动社会保障出版社, 2007〖ZK）
[2］吴宗之. 城市土地使用安全规划的方法与内容探讨［J］. 安全与环境学报, 2004, 4(6): 8690 WU Zongzhi. Study on methods and contents for land use safety planning［J］. Journal of Safety and Environment, 2004, 4(6): 8690〖ZK）
[3］杨玉盛, 吴宗之, 任彦斌, 等. 基于安全规划的典型石油化学工业事故原因分析［J］. 中国安全生产科学技术， 2009, 5(6): 120123 YANG Yusheng, WU Zongzhi, REN Yanbin, et al. Analysis on the causes of typical petrochemical industry accidents based on safety planning［J］. Journal of Safety Science and Technology, 2008, 4(1): 120123 〖ZK）
[4］Michalis D. Christou, Aniello Amendola, Maria Smeder. The control of major accident hazards: The landuse planning issue ［J］. Journal of Hazardous Materials,1999,65(12):151178〖ZK）
[5］Michalis D. Christou, Marina Mattarelli. Landuse planning in the vicinity of chemical sites: Riskinformed decision making at a local community level［J］. Journal of Hazardous Materials,2000,78(13):191–222〖ZK）
[6］师立晨, 曾明荣, 多英全. 基于后果的土地利用安全规划方法在化工园区的应用［J］. 中国安全生产科学技术， 2008, 4(1): 6771 SHI Lichen, ZENG Mingrong, DUO Yingquan. Application of a method of consequence based land use safety planning in chemical industry park［J］. Journal of Safety Science and Technology, 2009, 5(6): 6771〖ZK）
[7］汪卫国. 基于安全规划要素表的化工园区安全规划研究［J］. 中国安全生产科学技术， 2011, 7(4): 99102 WANG Weiguo. Research on safety planning for chemical industrial park based on elements table［J］. Journal of Safety Science and Technology, 2011, 7(4): 99102〖ZK）
[8］许铭, 谢振华, 多英全, 等. 基于向量评价遗传算法的化工园区无约束双目标安全规划［J］. 化工学报, 2009, 60(6): 15061512 XU Ming, XIE Zhenhua, DUO Yingquan, et al. Noconstraint twoobjective landuse planning of chemical industry park basedon VEGA［J］. CIESC Journal, 2009, 60(6): 15061512 〖ZK）
[9］许铭, 吴宗之, 多英全, 等. 基于NSGAII 的化工园区无约束双目标安全规划［J］. 高等化学工程学报, 2010, 24(5): 858864 XU Ming, WU Zongzhi, DUO Yingquan, et al. Unconstrained twoobjective landuse safety planning for chemical industry park basedon NSGAII［J］. Journal of Chemical Engineering of Chinese Universities, 2010, 24(5): 858864〖ZK）
[10］吴宗之, 许铭. 化工园区土地利用安全规划优化方法［J］. 化工学报, 2011, 62(1): 125131 WU Zongzhi, XU Ming. Optimization method of landuse safety planning for chemical industry park［J］. CIESC Journal, 2011, 62(1): 125131〖ZK）
[11］罗春祥, 黄家敏. 基于多目标决策理论的化工园区布局研究［J］. 安全与环境学报, 2012, 12(6): 156160 LUO Chunxiang, HUANG Jiamin. Study on the layout of chemical industry parks based on multiobjective decision theory［J］. Journal of Safety and Environment, 2012, 12(6): 156160〖ZK）
[12］许铭, 吴宗之. 化工园区布局优化［A］. 风险分析和危机反应的创新理论和方法——中国灾害防御协会风险分析专业委员会第五届年会论文集［C］. 2012 XU Ming, WU Zongzhi. Optimization of layout for chemical industry park［A］. Innovation theory and method of risk analysis and crisis response: The 5th annual conference proceedings of risk analysis professional committee of China Disaster Prevention Association［C］. 2012〖ZK）
[13］施光燕, 钱伟懿, 庞丽萍. 最优化方法(第二版)［M］. 北京: 高等教育出版社, 2007〖ZK）
[14］Mintzberg H., Raisinghani D., Théorêt A. The Structure of “Unstructured” Decision Processes［J］. Administrative Science Quarterly, 1976, 21(2): 246275〖ZK）
[15］Ioannis A. Papazoglou, Gerasimos S. Bonanos, Zoe S. Nivolianitou, et al. Supporting decision makers in land use planning around chemical sites. Case study: expansion of an oil refinery［J］. Journal of Hazardous Materials, 2000,71(13):343373〖ZK）
[16］Schaffer J D. Multiple objective optimization with vector evaluated genetic algorithms: Proceedings of an international conference on genetic algorithms and their applations［C］. Piffsburgh, PA, 1985:93100〖ZK）
[17］Goldberg, D.E., & Richardson, J.J. (1987). Genetic algorithms with sharing for multimodal function optimization. Genetic algorithms and their application: Proceedings of the Second International Conference on Genetic Algorithms, 4149〖ZK）
[18］American Institute of Chemical Engineers. Guidelines for Consequence Analysis of Chemical Releases［M］. New York: CCPS, 1999〖ZK）
[19］ReVelle C S, Eiselt H A. Location analysis: A synthesis and survey［J］. European Journal of Operational Research, 2005, （165）: 119〖ZK）
[20］珠海市统计局. 珠海统计年鉴2012［M］. 北京: 中国统计出版社, 2012〖ZK) 〖FL)〖HJ〖HT〖ST〖WT〖LM

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备注/Memo

备注/Memo:
中国安全生产科学研究院基本科研业务费专项资金项目(2012JBKY01)
更新日期/Last Update: 2013-07-30