Table Of Content124
Michael Schäfer · Marek Behr
Miriam Mehl · Barbara Wohlmuth
Editors
Recent Advances
in Computational
Engineering
Editorial Board
T. J.Barth
M.Griebel
D.E.Keyes
R.M.Nieminen
D.Roose
T.Schlick
Lecture Notes
in Computational Science 124
and Engineering
Editors:
TimothyJ.Barth
MichaelGriebel
DavidE.Keyes
RistoM.Nieminen
DirkRoose
TamarSchlick
Moreinformationaboutthisseriesathttp://www.springer.com/series/3527
¨
Michael Schafer • Marek Behr (cid:129) Miriam Mehl (cid:129)
Barbara Wohlmuth
Editors
Recent Advances in
Computational Engineering
Proceedings of the 4th International
Conference on Computational Engineering
(ICCE 2017) in Darmstadt
123
Editors
MichaelSchäfer MarekBehr
GraduateSchoolofComputational LehrstuhlfürCATS
Engineering RWTHAachenUniversity
TechnischeUniversitätDarmstadt Aachen
Darmstadt,Germany Germany
MiriamMehl BarbaraWohlmuth
InstitutfürParalleleundVerteilteSysteme LehrstuhlfürNumerischeMathematik
(IPVS) TechnischeUniversitätMünchen
UniversitätStuttgart GarchingbeiMünchen,Germany
Stuttgart,Germany
ISSN1439-7358 ISSN2197-7100 (electronic)
LectureNotesinComputationalScienceandEngineering
ISBN978-3-319-93890-5 ISBN978-3-319-93891-2 (eBook)
https://doi.org/10.1007/978-3-319-93891-2
LibraryofCongressControlNumber:2018951423
MathematicsSubjectClassification(2010):49-06,60-06,65-06,68-06,70-06,74-06,76-06,80-06
©SpringerInternationalPublishingAG,partofSpringerNature2018
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof
thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,
broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation
storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology
nowknownorhereafterdeveloped.
Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication
doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant
protectivelawsandregulationsandthereforefreeforgeneraluse.
Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook
arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor
theeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforany
errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional
claimsinpublishedmapsandinstitutionalaffiliations.
ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG
Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland
Preface
Methodsofcomputationalengineeringhavebecomeakeytechnologyinallfieldsof
engineeringsciencesduringthe last decades. Computer-basedmodeling,analysis,
simulation, and optimization offer attractive, cost-efficient ways to investigate
increasinglycomplexengineeringapplicationsandto developnew technicalsolu-
tions. Because of this, computational engineering contributes to major issues of
technical developments in economy and society in areas such as energy, health,
safety,andmobility.
This volumeis a collectionof selected contributionsfromthe 4thInternational
ConferenceonComputationalEngineeringthattookplaceinDarmstadt(September
2017). The event was a continuation of a series of conferences—the previous
ones were held in Herrsching (October 2009), Darmstadt (October 2011), and
Stuttgart(October2014).Theconferencebroughttogetherresearchersworkingon
computationalmethodsinalldisciplinesofengineering,appliedmathematics,and
computerscience.The aimswere todiscussthestate oftheartinthischallenging
field,exchangeexperiences,developpromisingperspectivesforfutureresearch,and
initiatefurthercooperation.
Besidesgeneralaspectsofnumericalconceptsandmodelingtechniques,special
focuswasputonmultiphysicscoupling,discontinuousGalerkinmethods,reactive
and multiphase flows, uncertainty quantification, and high-performance comput-
ing techniques. Altogether, the book contains a collection of different types of
problem-drivenand methodology-drivenapproachesin the field of computational
engineering.Wehopethatitprovidesthereaderwithavaluablesourceofinspiration
forhis/herownwork.
Darmstadt,Germany MichaelSchäfer
March2018
v
vi Preface
Organization
The 4th International Conference on Computational Engineering (ICCE 2017) is
organized by the Graduate School of Computational Engineering (GSC CE) at
Technische Universität Darmstadt in cooperation with the Aachen Institute for
AdvancedStudyinComputationalEngineeringScience(AICES)atRWTHAachen
University,theInternationalGraduateSchoolofScienceandEngineering(IGSSE)
at the Technical University of Munich, and the Stuttgart Research Center for
SimulationTechnology(SimTech)attheUniversityofStuttgart.
Chairpersons
MarekBehr RWTHAachenUniversity
MiriamMehl UniversitätStuttgart
MichaelSchäfer TechnischeUniversitätDarmstadt
BarbaraWohlmuth TechnischeUniversitätMünchen
Contents
OptimizationofDesignParametersofCIPSprayCleaningNozzle
UsingGeneticAlgorithm........................................................ 1
HarishAbubaker,AnandSivaram,ManuelMünsch,RomanMurcek,
AndreBoye,andAntonioDelgado
MultilevelOptimizationof Fluid-StructureInteractionBased
onReducedOrderModels ...................................................... 15
JohannaBiehlandStefanUlbrich
An Investigation of Airfoil Noise Prediction Using Hybrid
LES/RANSModels............................................................... 37
XinHuangandMichaelSchäfer
A High-Order Local Discontinuous Galerkin Scheme
forViscoelasticFluidFlow...................................................... 51
AnneKikkerandFlorianKummer
A Bramble-PasciakConjugateGradient Methodfor Discrete
StokesProblemswithLognormalRandomViscosity........................ 63
ChristopherMüller,SebastianUllmann,andJensLang
LinearSolversfortheFinitePointsetMethod................................ 89
FabianNick,BramMetsch,andHans-JoachimPlum
Additional Degrees of Parallelism Within the Adomian
DecompositionMethod.......................................................... 111
AndreasSchmitt,MartinSchreiber,andMichaelSchäfer
IntegratedModelingandValidationforPhaseChangewithNatural
Convection ........................................................................ 127
KaiSchüller,BenjaminBerkels,andJuliaKowalski
A Weighted Reduced Basis Method for Parabolic PDEs
withRandomData............................................................... 145
ChristopherSpannring,SebastianUllmann,andJensLang
vii
viii Contents
ModelingoftheCompressed-AirFlowImpactforThermoforming
Simulations ....................................................................... 163
SimonWagner,ManuelMünsch,FabianKayatz,Jens-PeterMajschak,
andAntonioDelgado
Monolithic Simulationof Convection-CoupledPhase-Change:
VerificationandReproducibility ............................................... 177
AlexanderG.ZimmermanandJuliaKowalski
AuthorIndex...................................................................... 199
Contributors
Harish Abubaker Lehrstuhl für Strömungsmechanik, Friedrich-Alexander-
UniversitätErlangen-Nürnberg,Erlangen,Germany
BenjaminBerkels AICESGraduateSchool,RWTH AachenUniversity,Aachen,
Germany
JohannaBiehl TechnischeUniversitätDarmstadt,Darmstadt,Germany
AndreBoye FraunhoferIVVDresden,Dresden,Germany
Antonio Delgado Friedrich-AlexanderUniversität Erlangen-Nürnberg,Lehrstuhl
fürStrömungsmechanik,Erlangen,Germany
Xin Huang Graduate School of Computational Engineering,Technische Univer-
sitätDarmstadt,Darmstadt,Germany
InstituteofNumericalMethodsinMechanicalEngineering,TechnischeUniversität
Darmstadt,Darmstadt,Germany
Fabian Kayatz Fraunhofer-Institut für Verfahrenstechnik und Verpackung IVV,
Dresden,Germany
AnneKikker TechnischeUniversitätDarmstadt,Darmstadt,Germany
GraduateSchoolCE,TechnischeUniversitätDarmstadt,Darmstadt,Germany
Julia Kowalski AICES Graduate School, RWTH Aachen University, Aachen,
Germany
FlorianKummer TechnischeUniversitätDarmstadt,Darmstadt,Germany
JensLang GraduateSchoolofComputationalEngineering,TechnischeUniversität
Darmstadt,Darmstadt,Germany
Department of Mathematics, Technische Universität Darmstadt, Darmstadt,
Germany
Jens-Peter Majschak Fraunhofer-Institutfür Verfahrenstechnikund Verpackung
IVV,Dresden,Germany
ix