Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis

Loose contact (LC) oxidation kinetics of carbon black (CB) model soot and Ag/CeO2 catalyst was deduced from thermogravimetric analysis (TG) experiments. In the LC mode at ≧750 K, CB particles were likely to be combusted also by non-catalyzed oxidation, especially those particles located far from the...

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Main Authors: Yasukazu Kobayashi, Riki Hikosaka
Format: Article
Language:English
Published: Diponegoro University 2017-04-01
Series:Bulletin of Chemical Reaction Engineering & Catalysis
Subjects:
Online Access:http://ejournal2.undip.ac.id/index.php/bcrec/article/view/606
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spelling doaj-b77736dbb4f4490ebf8d1fc678bc7fcc2020-11-24T23:46:03ZengDiponegoro UniversityBulletin of Chemical Reaction Engineering & Catalysis1978-29932017-04-01121142310.9767/bcrec.12.1.606.14-23546Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression AnalysisYasukazu Kobayashi0Riki Hikosaka1Materials Research Center for Element Strategy, Tokyo Institute of Technology, 4259 Nagatsuta, Midori-ku, Yokohama 226-8503, Department of Chemical Science and Engineering, Tokyo National College of Technology, 1220-2 Kunugida-cho, Hachioji, 193-0997,Department of Chemical Science and Engineering, Tokyo National College of Technology, 1220-2 Kunugida-cho, Hachioji, 193-0997,Loose contact (LC) oxidation kinetics of carbon black (CB) model soot and Ag/CeO2 catalyst was deduced from thermogravimetric analysis (TG) experiments. In the LC mode at ≧750 K, CB particles were likely to be combusted also by non-catalyzed oxidation, especially those particles located far from the catalyst surface, as well as Ag/CeO2-catalyed oxidation. Since the non-catalyzed oxidation is not due to catalytic activity, in order to deduce the catalytic activity from TG data, a nonlinear regression analysis method was proposed in this study to extract only the catalyzed oxidation part of the TG data. It was verified that this was successfully done with the equations used by the very good curve fits to the experimental TG data, and the catalytic activity was correctly obtained from LC samples with various degrees of physical contact between the CB and catalyst. Copyright © 2016 BCREC GROUP. All rights reserved Received: 18th July 2016; Revised: 12nd September 2016; Accepted: 20th September 2016 How to Cite: Kobayashi, Y., Hikosaka, R. (2017). Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis. Bulletin of Chemical Reaction Engineering & Catalysis, 12 (1): 14-23 (doi:10.9767/bcrec.12.1.606.14-23) Permalink/DOI: http://dx.doi.org/10.9767/bcrec.12.1.606.14-23http://ejournal2.undip.ac.id/index.php/bcrec/article/view/606soot oxidationAg/CeO2loose contactnonlinear regression analysiscurve fitting
collection DOAJ
language English
format Article
sources DOAJ
author Yasukazu Kobayashi
Riki Hikosaka
spellingShingle Yasukazu Kobayashi
Riki Hikosaka
Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis
Bulletin of Chemical Reaction Engineering & Catalysis
soot oxidation
Ag/CeO2
loose contact
nonlinear regression analysis
curve fitting
author_facet Yasukazu Kobayashi
Riki Hikosaka
author_sort Yasukazu Kobayashi
title Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis
title_short Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis
title_full Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis
title_fullStr Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis
title_full_unstemmed Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis
title_sort analyzing loose contact oxidation of diesel engine soot and ag/ceo2 catalyst using nonlinear regression analysis
publisher Diponegoro University
series Bulletin of Chemical Reaction Engineering & Catalysis
issn 1978-2993
publishDate 2017-04-01
description Loose contact (LC) oxidation kinetics of carbon black (CB) model soot and Ag/CeO2 catalyst was deduced from thermogravimetric analysis (TG) experiments. In the LC mode at ≧750 K, CB particles were likely to be combusted also by non-catalyzed oxidation, especially those particles located far from the catalyst surface, as well as Ag/CeO2-catalyed oxidation. Since the non-catalyzed oxidation is not due to catalytic activity, in order to deduce the catalytic activity from TG data, a nonlinear regression analysis method was proposed in this study to extract only the catalyzed oxidation part of the TG data. It was verified that this was successfully done with the equations used by the very good curve fits to the experimental TG data, and the catalytic activity was correctly obtained from LC samples with various degrees of physical contact between the CB and catalyst. Copyright © 2016 BCREC GROUP. All rights reserved Received: 18th July 2016; Revised: 12nd September 2016; Accepted: 20th September 2016 How to Cite: Kobayashi, Y., Hikosaka, R. (2017). Analyzing Loose Contact Oxidation of Diesel Engine Soot and Ag/CeO2 Catalyst Using Nonlinear Regression Analysis. Bulletin of Chemical Reaction Engineering & Catalysis, 12 (1): 14-23 (doi:10.9767/bcrec.12.1.606.14-23) Permalink/DOI: http://dx.doi.org/10.9767/bcrec.12.1.606.14-23
topic soot oxidation
Ag/CeO2
loose contact
nonlinear regression analysis
curve fitting
url http://ejournal2.undip.ac.id/index.php/bcrec/article/view/606
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