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基于分布函数矩的聚合物分子量分布预测控制 被引量:3
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作者 申珊华 曹柳林 王晶 《化工学报》 EI CAS CSCD 北大核心 2013年第12期4379-4384,共6页
聚合物分子量分布(molecular weight distribution,MWD)是聚合产物重要的质量指标,由于无法在线测量,使得直接质量控制至今难以实现。在利用Legendre正交多项式组合神经网络建立聚合反应分子量分布灰箱模型的基础上,把MWD这个三维空间... 聚合物分子量分布(molecular weight distribution,MWD)是聚合产物重要的质量指标,由于无法在线测量,使得直接质量控制至今难以实现。在利用Legendre正交多项式组合神经网络建立聚合反应分子量分布灰箱模型的基础上,把MWD这个三维空间控制问题解构为以其矩向量为特征的二维时间域的控制问题,提出了通过控制分布的矩值实现分子量分布的预测控制方法。目标函数以矩值误差平方和为基础,考虑控制变量的约束条件,同时引入可测低阶矩的修正项,使得分子量分布的部分闭环反馈控制得以实现。该方法以实验室规模的苯乙烯聚合过程为对象进行了仿真建模与控制研究,获得良好的控制效果,证明了方法的有效性。 展开更多
关键词 组合神经网络 聚合反应 分子量分布 分布函数矩 模型预测控制
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QCD Predictions for Spin Dependence of Parton Distributions 被引量:1
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作者 S.AtashbarTehrani AliN.Khorramian A.Mirjalili 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第6期1087-1098,共12页
We introduce the polarized valon distributions to describe the spin dependence of parton distributions.The polarized valon distributions in the proton and polarized parton distributions inside the valon can help to ob... We introduce the polarized valon distributions to describe the spin dependence of parton distributions.The polarized valon distributions in the proton and polarized parton distributions inside the valon can help to obtain polarized parton distribution in a proton. In order to be able to obtain the spin contribution of sea quarks, we need to improve the valon model We employ the Bernstein polynomial averages to obtain the unknown parameters which exist in our calculations. Our results for the polarized proton structure function, xg1p, are in good agreement with the experimental data for some values of Q2. 展开更多
关键词 valon model parton distribution function moment of structure function bernstein polynomial spin contribution
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A Pole Assignment Design Method of Process Control System for Tubular Heat Exchanger
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作者 周清泉 《Chinese Quarterly Journal of Mathematics》 CSCD 1992年第4期13-19,共7页
This Paper has first studied the simplified model of tubular heat exchanger which is widely used in the industry and other field.On the basis of reference 2,a new pole assignment design method of pro-cess control syst... This Paper has first studied the simplified model of tubular heat exchanger which is widely used in the industry and other field.On the basis of reference 2,a new pole assignment design method of pro-cess control system with derivative control action is found.For the above system,the method and the for-mation which calculate the feedback matrix K and gain matrix L is given,and the simulation of the system is made. 展开更多
关键词 tubular heat exchanger process control system pole assignment design method feedback matrix Gain matrix
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Decay parameter and related properties of n-type branching processes 被引量:2
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作者 LI JunPing WANG Juan 《Science China Mathematics》 SCIE 2012年第12期2535-2556,共22页
We consider decay properties including the decay parameter, invariant measures, invariant vectors, and quasistationary distributions for n-type Markov branching processes on the basis of the 1-type Markov branching pr... We consider decay properties including the decay parameter, invariant measures, invariant vectors, and quasistationary distributions for n-type Markov branching processes on the basis of the 1-type Markov branching processes and 2-type Markov branching processes. Investigating such behavior is crucial in realizing life period of branching models. In this paper, some important properties of the generating functions for n-type Markov branching q-matrix are firstly investigated in detail. The exact value of the decay parameter λC of such model is given for the communicating class C = Zn+ \ 0. It is shown that this λC can be directly obtained from the generating functions of the corresponding q-matrix. Moreover, the λC -invariant measures/vectors and quasi-distributions of such processes are deeply considered. λC -invariant measures and quasi-stationary distributions for the process on C are presented. 展开更多
关键词 n-type Markov branching process decay parameter invariant measures invariant vectors quasi-stationary distributions
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Moment bounds for IID sequences under sublinear expectations 被引量:6
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作者 HU Feng1,2 1Department of Mathematics,Qufu Normal University,Qufu 273165,China 2School of Mathematics,Shandong University,Jinan 250100,China 《Science China Mathematics》 SCIE 2011年第10期2155-2160,共6页
With the notion of independent identically distributed(IID) random variables under sublinear expectations introduced by Peng,we investigate moment bounds for IID sequences under sublinear expectations. We obtain a mom... With the notion of independent identically distributed(IID) random variables under sublinear expectations introduced by Peng,we investigate moment bounds for IID sequences under sublinear expectations. We obtain a moment inequality for a sequence of IID random variables under sublinear expectations. As an application of this inequality,we get the following result:For any continuous functionsatisfying the growth condition |(x) | C(1 + |x|p) for some C > 0,p 1 depending on ,the central limit theorem under sublinear expectations obtained by Peng still holds. 展开更多
关键词 moment bound sublinear expectation IID random variables G-normal distribution central limit theorem
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