1988
DOI: 10.1021/ie00084a005
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Lumping analysis for the methanol conversion to olefins kinetic model

Abstract: The purpose of this paper is to illustrate the possibility of using stochastic and fuzzy methods to obtain reduced kinetic models of methanol conversion to olefins. Simulations of the reaction system by Markov chains coupled with the calculus of the informational entropy of the lumped chain are presented. A rough description of the kinetics may be supplied by fuzzy relationships. The fuzzy approach could also engage practical experience in solving the problem. A fuzzy entropy, considered as the measure of loss… Show more

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Cited by 16 publications
(6 citation statements)
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“…Several kinetic models have been proposed for the MTO reaction, mostly over ZSM-5 and SAPO zeolites. 5,8,9,14,17-19, [34][35][36] The main difference in the models based on ZSM-5 and SAPO is the addition of C 6 + compounds in the models with the ZSM-5 zeolite. Further, it has been shown through 13 C experiments that the catalytically active reaction intermediates in ZSM-5 and SAPO-34 are somewhat different.…”
Section: Methodsmentioning
confidence: 99%
“…Several kinetic models have been proposed for the MTO reaction, mostly over ZSM-5 and SAPO zeolites. 5,8,9,14,17-19, [34][35][36] The main difference in the models based on ZSM-5 and SAPO is the addition of C 6 + compounds in the models with the ZSM-5 zeolite. Further, it has been shown through 13 C experiments that the catalytically active reaction intermediates in ZSM-5 and SAPO-34 are somewhat different.…”
Section: Methodsmentioning
confidence: 99%
“…In a subsequent discussion, we shall combine real constituents of BL and their reactions into three classes and study their interrelations by using a well-known technique of lumping [see, for example, Coxson and Bischoff, 1987)]. Although accurate lumpability criteria and conditions have been developed for the linear systems (Wei and Kuo, 1969), in the case of nonlinear systems, such as the one presented here, the lumping procedure should heavily rely on the available chemical information about the system (Iordache et al, 1988).…”
Section: Construction Of a Modelmentioning
confidence: 99%
“…For MTO processes, a certain amount of coke deposition on catalyst is known to favor light olefin selectivity, , which is quite different from fluid catalytic cracking (FCC) processes. Recently, the MTO catalyst and reaction kinetics have been extensively studied. However, relatively few studies have investigated the simulation of MTO reactors, especially for large-scale reactors. Soundararajan et al suggested a core–annular fluid hydrodynamic model that combines an MTO kinetic model to describe the fluid hydrodynamics in a fast-fluidized bed riser.…”
Section: Introductionmentioning
confidence: 99%