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一种针对间歇过程过渡状态的故障诊断方法
过渡状态 二维动态主成分分析 故障诊断
2009/6/5
针对间歇过程过渡状态下具有的复杂过程特性,提出一种基于二维动态主成分分析(2DDPCA)的故障诊断方法。该方法将故障信息划分为“批次内”和“批次间”信息,采用变量贡献图方法隔离故障变量,并依据2DDPCA模型支撑区域中故障变量的相关性变化具体分析故障成因。仿真结果验证了该方法的可行性和有效性。
用于发酵过程在线建模的自适应局部最小二乘支持向量机回归方法
在线建模 发酵过程
2009/6/5
提出一种基于自适应局部学习的最小二乘支持向量机回归(LSSVR)在线建模方法。考虑样本间的距离和角度信息以获得更全面合理的相似样本集,推导了采用快速留一法在线优化模型参数的准则,并给出了发酵过程在线自适应模型选择的策略。以链激酶流加发酵过程为例,验证了所提出算法能够从过程的第2批次开始,同时对活性菌体浓度和链激酶浓度进行较准确的在线预报,较普通的局部LSSVR等建模方法具有更高的预报精度和自适应性...
2009年过程工程所通过国家科学技术奖初评项目公示
2009年 过程工程所 国家科学技术奖 初评项目
2009/12/15
根据国家科学技术奖励办公室公告(第51号),2009年度国家科学技术奖的初评工作已经结束,2009年通过初评的项目(通用项目)共有302项,其中:国家自然科学奖:36项,国家技术发明奖:40项,国家科技进步奖226项,通过项目在“国家科学技术奖励网站”(http://www.nosta.gov.cn)和“科学技术部网站(http://www.most.gov.cn)同时公布,并要求各推荐单位、完成...
A new general equation of state is presented, which can be used to express not only common cubic equations of state, but also quartic equations of state and so on. Main advantage of the new equation...
Modeling and Analysis of Internal Heat Integrated Distillation Columns
distillation heat integration energy conservation
2009/4/7
A generalized steady-state model is being developed for an internal heat integrated distillation column (IHIDiC). A procedure incorporating the Newton-Raphson method is devised for solving the model...
Modified van Laar’s Equation and Its Application to VLE ofPolymer Solutions
modified van Laar’s theory internal pressure activity coefficient equation
2009/3/30
The original van Laar’s theory has been modified. The internal pressures of components andmixture are expressed by Frank’s relation and the excess entropy for mixing of components is alsoconsidered....
Multiplicity in Continuous Adiabatic MSMPR Reactive Precipitators
multiplicity MSMPR crystallizer reactive precipitation
2009/3/30
The possibility of both concentration and temperature multiplicities has been studied for the case of a continuous adiabatic mixed suspension mixed product removal (MSMPR) reactive precipitator. A pr...
solution of methyldiethanolamine (MDEA). It is demonstrated that these methods are available forthe steady-state model, which may be expressed as a set of differential algebraic equations (DAEs) wit...
Pathwardhan-Kumer密度规则及基于线性等压关系的密度规则可适性的研究
binary density rules density apparent molar volume
2009/3/26
The applicability of the density rule of Pathwardhan and Kumer and the rule based on the linear isopiestic relation is studied by comparison with experimental density data in the literature. Predict...
Membrane-based separation processes are new technology combined membrane separation with conven-tional separation. Hydrophobic porous membranes are often used in these processes. The structure of hy...
Reactive Precipitation of Procaine Benzylpenicillin
procaine benzylpenicillin reactive precipitation secondary processes
2009/3/25
The reactive precipitation process of procaine benzylpenicillin is reviewed, while suchsecondary processes as ageing, agglomeration, breakage, and the effects of operationparameters oncrystal size a...
A simple extension of cubic equations of state (EOS) to polymer systems has been proposed. The So-ave-Redlich-Kwong (SRK) EOS was taken as a prototype to be used to describe the PVT behavior of polym...
动态平衡系统累积时间分布函数及其在聚合物分子量分布中的应用
lumped time distribution function molecular weight distribution dynamic system
2009/3/11
The lumped time distribution functions were proposed, which can be used for describing the dynamicsystems with two or more than two states of the end of growing polymer chain during chain addition p...
Multivariate statistical process monitoring and control (MSPM&C) methods for chemical process monitoring with statistical projection techniques such as principal component analysis (PCA) and partial l...