期刊文献+

基于PLS的原油选择与混合优化研究 被引量:4

Research on the Optimal Selection and Blend of Crude Oil Based on PLS
下载PDF
导出
摘要 为降低原油采购成本和生产符合质量要求的产品,将原油的选择与混合看作一个整体,基于原油属性数据信息,采用偏最小二乘法建立原油选择与混合优化的非线性混合整数规划模型,应用分支定界算法对模型进行求解,并通过具体实例分析证实了模型和算法的有效性。 In order to reducing purchase cost of crude oil and producing products that meet the quality requirements,the selection and blend of crude oil were regarded as a whole and applied partial least squares(PLS) method to establish nonlinear mixed integer programming model based on data of crude oil properties for crude oil selection and blend optimization.Branch and bound algorithm was used to solve the model.The validity of the model and algorithm are confirmed by analysis of specific cases.
出处 《化工自动化及仪表》 CAS 北大核心 2010年第8期7-10,共4页 Control and Instruments in Chemical Industry
基金 江苏省自然科学基金资助项目(BK2009356) 南京工业大学青年教师学术基金资助项目
关键词 原油选择 混炼比 偏最小二乘法 优化 selection of crude oil blend ratios PLS optimization
  • 相关文献

参考文献10

  • 1李雷,江燕斌,钱宇,罗金生.多应用集成的原油混炼操作支持系统[J].炼油技术与工程,2003,33(1):55-57. 被引量:4
  • 2王旭华.混炼原油的评定与研究[J].石化技术,2002,9(3):159-163. 被引量:5
  • 3兰鸿森,黄河清,毛福忠,丁锋,杨家本.基于炼油过程仿真的原油混炼比优化[J].石油炼制与化工,1997,28(11):50-54. 被引量:8
  • 4LI Hao,SHEN Zhu-zhi,BAO Yong-guang.Research on Optimization Model of Production Scheduling in a Refining and Chemical Company[J].Transactions,2000,4(2):54-60.
  • 5José de Jesús Rubio,YU Wen.Modelling of Crude Oil Blending via Discrete-time Neural Networks[C]//International Conference on Electrical and Electronics Engineering (ICEEE) and X Conference on Electrical Engineering (CIE 2004).Acapulco,Guerrero,Mexico,2004.
  • 6杜祜康,赵英凯.基于遗传算法的原油混合优化研究[J].化工自动化及仪表,2010,37(1):8-10. 被引量:6
  • 7张学莲,胡立生,曹广益.基于过程数据的动态PLS建模[J].系统仿真学报,2008,20(10):2686-2688. 被引量:5
  • 8MUTEKI K,MACGREGOR J F.Optimal Purchasing of Raw Materials:A Data-Driven Approach[J].American Institute of Chemical Engineers Journal,2008,54(6):1554-1559.
  • 9MUTEKI K,MACGREGOR J F,UEDA T.Mixture Designs and Models for the Simultaneous Selection of Ingredients and Their Ratios[J].Chemometrics and Intelligent Laboratory Systems,2007,86:17-25.
  • 10MUTEKI K,MACGREGOR J F.Rapid Development of New Polymer Blends:The Optimal Selection of Materials and Blend Ratios[J].Industrial and Engineering Chemistry Research,2006,45(13):4653-4660.

二级参考文献14

共引文献18

同被引文献52

引证文献4

二级引证文献6

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部