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A formulation methodology for multicomponent distillation sequences based on stochastic optimization 被引量:5

A formulation methodology for multicomponent distillation sequences based on stochastic optimization
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摘要 Based on stochastic optimization strategy, a formulation methodology is proposed for synthesizing distillation column sequences, allowing more than one middle component as the distributing components between a pair of key components in the non-sharp split. In order to represent and manipulate the distillation configuration structures, a new coding procedure is proposed in the form of one-dimensional array. Theoretically, an array can represent any kind of split(non-sharp and sharp). With the application of a binary sort tree approach, a robust flow sheet encoding and decoding procedure is developed so that the problem formulation and solution becomes tractable. In this paper,the synthesis problem is formulated as a mixed-integer nonlinear programming(MINLP) problem and an improved simulated annealing approach is adopted to solve the optimization problem. Besides, a shortcut method is applied to the evaluation of all required design parameters as well as the total function. Based on stochastic optimization strategy, a formulation methodology is proposed for synthesizing distillation column sequences, allowing more than one middle component as the distributing components between a pair of key components in the non-sharp split. In order to represent and manipulate the distillation configuration structures, a new coding procedure is proposed in the form of one-dimensional array. Theoretically, an array can represent any kind of split(non-sharp and sharp). With the application of a binary sort tree approach, a robust flow sheet encoding and decoding procedure is developed so that the problem formulation and solution becomes tractable. In this paper,the synthesis problem is formulated as a mixed-integer nonlinear programming(MINLP) problem and an improved simulated annealing approach is adopted to solve the optimization problem. Besides, a shortcut method is applied to the evaluation of all required design parameters as well as the total function.
出处 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2016年第9期1229-1235,共7页 中国化学工程学报(英文版)
基金 Supported by the 973 Program of China(2012CB720503) the Open Research Project of State Kay Laboratory of Chemical Engineering(SKL-Ch E-13B02)
关键词 Distillation sequences synthesis Non-sharp separation Simulated annealing MINLP Binary sort tree 蒸馏定序合成;非锋利的分离;模仿了退火;MINLP;二进制种类树
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  • 1陈中州,硕士学位论文,1996年

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