Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis

Carbon Bond Mechanism IV (CBM-IV) is a widely used reaction mechanism in which VOCs are grouped according to the molecular structure. In the present study, we applied a sensitivity analysis on the CBM-IV mechanism to clarify the importance of each reaction under two different initial conditions (urb...

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Main Authors: Le Cao, Simeng Li, Ziwei Yi, Mengmeng Gao
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/24/13/2463
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spelling doaj-beea854318844c498ad1046bbae855482020-11-25T01:49:39ZengMDPI AGMolecules1420-30492019-07-012413246310.3390/molecules24132463molecules24132463Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity AnalysisLe Cao0Simeng Li1Ziwei Yi2Mengmeng Gao3Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaKey Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaKey Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaKey Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, ChinaCarbon Bond Mechanism IV (CBM-IV) is a widely used reaction mechanism in which VOCs are grouped according to the molecular structure. In the present study, we applied a sensitivity analysis on the CBM-IV mechanism to clarify the importance of each reaction under two different initial conditions (urban and low-NO<sub>x</sub> scenarios). The reactions that exert minor influence on the reaction system are then screened out from the mechanism, so that a reduced version of the CBM-IV mechanism under specific initial conditions can be obtained. We found that in a typical urban condition, 11 reactions can be removed from the original CBM-IV mechanism, and the deviation is less than 5% between the results using the original CBM-IV mechanism and the reduced mechanism. Moreover, in a low-NO<sub>x</sub> initial condition, two more reactions, both of which are nitrogen-associated reactions, can be screened out from the reaction mechanism, while the accuracy of the simulation is still maintained. It is estimated that the reduction of the CBM-IV mechanism can save 11&#8722;14% of the computing time in the calculation of the chemistry in a box model simulation.https://www.mdpi.com/1420-3049/24/13/2463CBM-IVmechanism simplificationconcentration sensitivity analysis
collection DOAJ
language English
format Article
sources DOAJ
author Le Cao
Simeng Li
Ziwei Yi
Mengmeng Gao
spellingShingle Le Cao
Simeng Li
Ziwei Yi
Mengmeng Gao
Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis
Molecules
CBM-IV
mechanism simplification
concentration sensitivity analysis
author_facet Le Cao
Simeng Li
Ziwei Yi
Mengmeng Gao
author_sort Le Cao
title Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis
title_short Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis
title_full Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis
title_fullStr Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis
title_full_unstemmed Simplification of Carbon Bond Mechanism IV (CBM-IV) under Different Initial Conditions by Using Concentration Sensitivity Analysis
title_sort simplification of carbon bond mechanism iv (cbm-iv) under different initial conditions by using concentration sensitivity analysis
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2019-07-01
description Carbon Bond Mechanism IV (CBM-IV) is a widely used reaction mechanism in which VOCs are grouped according to the molecular structure. In the present study, we applied a sensitivity analysis on the CBM-IV mechanism to clarify the importance of each reaction under two different initial conditions (urban and low-NO<sub>x</sub> scenarios). The reactions that exert minor influence on the reaction system are then screened out from the mechanism, so that a reduced version of the CBM-IV mechanism under specific initial conditions can be obtained. We found that in a typical urban condition, 11 reactions can be removed from the original CBM-IV mechanism, and the deviation is less than 5% between the results using the original CBM-IV mechanism and the reduced mechanism. Moreover, in a low-NO<sub>x</sub> initial condition, two more reactions, both of which are nitrogen-associated reactions, can be screened out from the reaction mechanism, while the accuracy of the simulation is still maintained. It is estimated that the reduction of the CBM-IV mechanism can save 11&#8722;14% of the computing time in the calculation of the chemistry in a box model simulation.
topic CBM-IV
mechanism simplification
concentration sensitivity analysis
url https://www.mdpi.com/1420-3049/24/13/2463
work_keys_str_mv AT lecao simplificationofcarbonbondmechanismivcbmivunderdifferentinitialconditionsbyusingconcentrationsensitivityanalysis
AT simengli simplificationofcarbonbondmechanismivcbmivunderdifferentinitialconditionsbyusingconcentrationsensitivityanalysis
AT ziweiyi simplificationofcarbonbondmechanismivcbmivunderdifferentinitialconditionsbyusingconcentrationsensitivityanalysis
AT mengmenggao simplificationofcarbonbondmechanismivcbmivunderdifferentinitialconditionsbyusingconcentrationsensitivityanalysis
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