Assessment of LES-ADM Accuracy for Modelling of Auto-Ignition and Flame Propagation in a Temporally-Evolving Nitrogen-Diluted Hydrogen Jet

IF 2 3区 工程技术 Q3 MECHANICS
Lena Caban, Artur Tyliszczak, Bernard J. Geurts, Julian A. Domaradzki
{"title":"Assessment of LES-ADM Accuracy for Modelling of Auto-Ignition and Flame Propagation in a Temporally-Evolving Nitrogen-Diluted Hydrogen Jet","authors":"Lena Caban,&nbsp;Artur Tyliszczak,&nbsp;Bernard J. Geurts,&nbsp;Julian A. Domaradzki","doi":"10.1007/s10494-024-00613-8","DOIUrl":null,"url":null,"abstract":"<div><p>The aim of the research is to analyze the accuracy of the approximate deconvolution method (ADM) for large eddy simulation (LES) modelling of auto-ignition and flame propagation in a turbulent, temporally-evolving nitrogen-diluted hydrogen jet. In ADM, filtered chemical reaction terms are not modelled; instead, they are directly computed based on deconvolved scalar variables, approximately inverting the spatial LES filter. The deconvolution process employs an iterative van Cittert method based on an assumed filter function. The study assesses the dependence of ADM accuracy on various filter types, such as Gaussian and finite/compact difference filters, used both as the LES filter (<span>\\({\\mathcal {G}}_\\Delta\\)</span>) and the filter for deconvolution (<span>\\({\\mathcal {G}}_E\\)</span>). The results obtained with ADM are compared with those obtained from the Eulerian stochastic field (ESF) combustion model, the laminar chemistry model (LCM) - a ’no-model’ approach, and direct numerical simulation (DNS). Particular attention is given to situations in which the filter <span>\\({\\mathcal {G}}_E\\)</span> differs from <span>\\({\\mathcal {G}}_\\Delta\\)</span>, whose explicit form is generally unknown in LES. It is shown that LES-ADM performs similarly to the LES-ESF model and, in general yields better results than obtained with LES-LCM. However, in certain combinations of the <span>\\({\\mathcal {G}}_E\\)</span> and <span>\\({\\mathcal {G}}_\\Delta\\)</span> filters, the results of simulations are worse than those using LES-LCM and sometimes even unstable. The reasons for such behaviour of the ADM method are identified, explained in 1D <i>a priori</i> tests, and then confirmed in 3D LES. It is shown that when the filter <span>\\({\\mathcal {G}}_E\\)</span> is of a higher order than <span>\\({\\mathcal {G}}_\\Delta\\)</span> (<span>\\({\\mathcal {O}}{({\\mathcal {G}}_E)}&gt;{\\mathcal {O}}({\\mathcal {G}}_\\Delta )\\)</span>) or it has a transfer function close to one over a wide range of wave numbers, the energy at small scales of the deconvolved variables is attenuated. Conversely, if the opposite situation takes place (<span>\\({\\mathcal {O}}{({\\mathcal {G}}_E)}&lt;{\\mathcal {O}}({\\mathcal {G}}_\\Delta )\\)</span>), the small scale’s energy is amplified. Moreover, in this case, the apparent improvement in deconvolution accuracy by increasing the number of van Cittert iterations actually worsens the results and can lead to instability.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"115 Simulation and Measurements","pages":"303 - 345"},"PeriodicalIF":2.0000,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Flow, Turbulence and Combustion","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s10494-024-00613-8","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MECHANICS","Score":null,"Total":0}
引用次数: 0

Abstract

The aim of the research is to analyze the accuracy of the approximate deconvolution method (ADM) for large eddy simulation (LES) modelling of auto-ignition and flame propagation in a turbulent, temporally-evolving nitrogen-diluted hydrogen jet. In ADM, filtered chemical reaction terms are not modelled; instead, they are directly computed based on deconvolved scalar variables, approximately inverting the spatial LES filter. The deconvolution process employs an iterative van Cittert method based on an assumed filter function. The study assesses the dependence of ADM accuracy on various filter types, such as Gaussian and finite/compact difference filters, used both as the LES filter (\({\mathcal {G}}_\Delta\)) and the filter for deconvolution (\({\mathcal {G}}_E\)). The results obtained with ADM are compared with those obtained from the Eulerian stochastic field (ESF) combustion model, the laminar chemistry model (LCM) - a ’no-model’ approach, and direct numerical simulation (DNS). Particular attention is given to situations in which the filter \({\mathcal {G}}_E\) differs from \({\mathcal {G}}_\Delta\), whose explicit form is generally unknown in LES. It is shown that LES-ADM performs similarly to the LES-ESF model and, in general yields better results than obtained with LES-LCM. However, in certain combinations of the \({\mathcal {G}}_E\) and \({\mathcal {G}}_\Delta\) filters, the results of simulations are worse than those using LES-LCM and sometimes even unstable. The reasons for such behaviour of the ADM method are identified, explained in 1D a priori tests, and then confirmed in 3D LES. It is shown that when the filter \({\mathcal {G}}_E\) is of a higher order than \({\mathcal {G}}_\Delta\) (\({\mathcal {O}}{({\mathcal {G}}_E)}>{\mathcal {O}}({\mathcal {G}}_\Delta )\)) or it has a transfer function close to one over a wide range of wave numbers, the energy at small scales of the deconvolved variables is attenuated. Conversely, if the opposite situation takes place (\({\mathcal {O}}{({\mathcal {G}}_E)}<{\mathcal {O}}({\mathcal {G}}_\Delta )\)), the small scale’s energy is amplified. Moreover, in this case, the apparent improvement in deconvolution accuracy by increasing the number of van Cittert iterations actually worsens the results and can lead to instability.

基于LES-ADM的瞬时演化氢氮射流自燃与火焰传播模型精度评估
研究的目的是分析近似反褶积方法(ADM)在大涡模拟(LES)模型中自燃和火焰传播的准确性,湍流,时间演化的氮稀释氢射流。在ADM中,没有对过滤后的化学反应项进行建模;相反,它们是直接基于反卷积标量变量计算的,近似地反演了空间LES滤波器。反卷积过程采用基于假设滤波函数的迭代范西特方法。该研究评估了ADM精度对各种滤波器类型的依赖,如高斯和有限/紧凑差分滤波器,用作LES滤波器(\({\mathcal {G}}_\Delta\))和反卷积滤波器(\({\mathcal {G}}_E\))。将ADM与欧拉随机场(ESF)燃烧模型、层流化学模型(LCM)(一种“无模型”方法)和直接数值模拟(DNS)得到的结果进行了比较。特别注意过滤器\({\mathcal {G}}_E\)与\({\mathcal {G}}_\Delta\)不同的情况,后者的具体形式在LES中通常是未知的。结果表明,LES-ADM的性能与LES-ESF模型相似,并且通常比LES-LCM得到的结果更好。然而,在\({\mathcal {G}}_E\)和\({\mathcal {G}}_\Delta\)滤波器的某些组合中,模拟结果比使用LES-LCM的结果更差,有时甚至不稳定。ADM方法的这种行为的原因被识别,在一维先验试验中解释,然后在三维LES中确认。结果表明,当滤波器\({\mathcal {G}}_E\)的阶数高于\({\mathcal {G}}_\Delta\) (\({\mathcal {O}}{({\mathcal {G}}_E)}>{\mathcal {O}}({\mathcal {G}}_\Delta )\))或其传递函数在宽波数范围内接近于1时,反卷积变量在小尺度上的能量被衰减。相反,如果相反的情况发生(\({\mathcal {O}}{({\mathcal {G}}_E)}<{\mathcal {O}}({\mathcal {G}}_\Delta )\)),小规模的能量被放大。此外,在这种情况下,通过增加van Cittert迭代次数来明显提高反卷积精度实际上会使结果恶化,并可能导致不稳定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Flow, Turbulence and Combustion
Flow, Turbulence and Combustion 工程技术-力学
CiteScore
5.70
自引率
8.30%
发文量
72
审稿时长
2 months
期刊介绍: Flow, Turbulence and Combustion provides a global forum for the publication of original and innovative research results that contribute to the solution of fundamental and applied problems encountered in single-phase, multi-phase and reacting flows, in both idealized and real systems. The scope of coverage encompasses topics in fluid dynamics, scalar transport, multi-physics interactions and flow control. From time to time the journal publishes Special or Theme Issues featuring invited articles. Contributions may report research that falls within the broad spectrum of analytical, computational and experimental methods. This includes research conducted in academia, industry and a variety of environmental and geophysical sectors. Turbulence, transition and associated phenomena are expected to play a significant role in the majority of studies reported, although non-turbulent flows, typical of those in micro-devices, would be regarded as falling within the scope covered. The emphasis is on originality, timeliness, quality and thematic fit, as exemplified by the title of the journal and the qualifications described above. Relevance to real-world problems and industrial applications are regarded as strengths.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信