پنجمین کنفرانس بین المللی روش های محاسباتی در علوم و مهندسی , 2006-10-27

عنوان : Estimation of ED and PSD Via Linear Regularization Technique ( تخمین توزیعات انرژی و اندازه حفرات با استفاده از رگولاریزاسیون خطی )

نویسندگان: اکبر شاهسوند ,
فایل: Full Text

استناددهی: BibTeX | EndNote

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@inproceedings{paperid:1004958,
author = {شاهسوند, اکبر},
title = {Estimation of ED and PSD Via Linear Regularization Technique},
booktitle = {پنجمین کنفرانس بین المللی روش های محاسباتی در علوم و مهندسی},
year = {2006},
location = {کرت - چانیا},
keywords = {Reliable estimation of energy or pore size distributions is the key element in the design and operation of all adsorption processes. Direct measurement of these parameters is not practically feasible. Complex theories and sophisticated models are required to obtain a faithful estimation of these distributions from a set of measured isotherms. Conventional methods such as t-plot (MP); TVFM; HK and SWQ which are frequently used require too many assumptions to achieve this goal. Once the correct energy distribution(ED) is known; the pore size distribution can be computed (or vice versa) with high accuracy using reliable analytical techniques. A novel method based on linear regularization theory is presented in this article to extract the ED from highly noisy adsorption isotherms with minimum number of assumptions. Three synthetic and noisy adsorption data sets were employed to illustrate the remarkable performance of the proposed method for capturing single; double and triple peak energy distributions. Cross validation criterion was coupled with Generalized Singular value decomposition (GSVD) technique to compute the optimum level of regularization.},
}

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%0 Conference Proceedings
%T Estimation of ED and PSD Via Linear Regularization Technique
%A شاهسوند, اکبر
%J پنجمین کنفرانس بین المللی روش های محاسباتی در علوم و مهندسی
%D 2006

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