基于多元非线性回归的乙醇制备C_(4)烯烃优化模型研究  

Optimization Model of C_(4)Olefin Production from Ethanol Based on Multiple Nonlinear Regression

作　　者：林秋红 钟志鹏 Lin Qiuhong;Zhong Zhipeng(Department of Basic Courses,Guangddong Technology College,Zhaoqing 526100,China;Department of Information Engineering,Guangddong Technology College,Zhaoqing 526100,China)

机构地区：[1]广东理工学院基础部,广东肇庆526100 [2]广东理工学院信息工程学院,广东肇庆526100

出　　处：《黑龙江科学》2023年第18期64-66,69,共4页Heilongjiang Science

基　　金：广东省特色创新项目(自然科学)(2019KTSCX248);广东理工学院校级质量工程项目(JXGG2019040)。

摘　　要：以2021年全国大学生数学建模竞赛B题“乙醇偶合制备C_(4)烯烃”为例,综合多因素方差分析、相关性分析、多元非线性回归分析等模型,结合SPSS 24、MATLAB、EXCEL等软件,对乙醇制备C_(4)烯烃进行研究,利用多因素方差分析及相关性分析,探讨不同催化剂组合及温度对C_(4)烯烃收率的影响,通过变量替换建立多元非线性回归模型,通过预测值与实验值比较进行模型精度分析,通过搜索法得出附件1中C_(4)烯烃收率最大的催化剂组合及温度。Through taking problem B of the 2021 National College Students’Mathematical Modeling Competition“Ethanol Coupling Preparation of C_(4)Olefins”as an example,the study analyzes C_(4)olefin production from ethanol by integrating the models of multi factor analysis of ANOVA,correlation analysis and multiple nonlinear regression analysis,and combining SPSS 24,MATLAB and Excel,etc.The effects of different catalyst combination and temperature on the yield of C_(4)olefin are discussed with multivariate ANOVA analysis and correlation analysis.A multivariate nonlinear regression model is established with variable substitution,and the accuracy of the model is analyzed by comparing the predicted values with the experimental ones.Finally,the catalyst combinations and temperatures with the highest yield of C_(4)olefin in Annex 1 are obtained by searching method.

关 键 词：乙醇制备C 4烯烃 相关性分析 多元非线性回归 

分 类 号：O212.4[理学—概率论与数理统计]