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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Diponegoro University
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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 |
work_keys_str_mv |
AT yasukazukobayashi analyzingloosecontactoxidationofdieselenginesootandagceo2catalystusingnonlinearregressionanalysis AT rikihikosaka analyzingloosecontactoxidationofdieselenginesootandagceo2catalystusingnonlinearregressionanalysis |
_version_ |
1725494818621095936 |