SlideShare a Scribd company logo
1 of 12
A d o p t e d M e t h o d o l o g y
In order to enable progress toward improved predictive
modelling of defor-mation and failure of lightweight materials
subjected to impact loading, thefollowing integrated
experimental/numerical methodology has
beenadopted by researchers in industry and academia interested
in automotivecrashworthiness.1.New experimental programs for
selected advanced materials must be devised in order to provide
required information on the depen-dency of material behavior to
process history, temperature, and rateof loading. Such programs must
encompass intelligent-selective test-ing rather than mass testing, and
must provide manageable proce-dures and necessary data that enable
determination of requiredconstitutive parameters. New methodologies
must be established tocharacterize the deformation and failure of
jointing systems.2.New constitutive models that can include
process history, tempera-ture effects, and can adequately describe the
evolution of materialstate at required scale during loading, must be
developed and imple-mented into existing software. Appropriate criteria
for crack initia-t i o n a n d c r a c k p r o p a g a t i o n
( t r a n s i t i o n f r o m c o n t i n u u m t o discontinuum) must be
incorporated into constitutive models andnovel techniques, just as
automatic remeshing around evolving dis-continuities must be used for
improved accuracy. Extensive valida-tion against experimental
data should be carried out duringdevelopment and
implementation in order to ensure that mathemat-ical models
adequately represent the observed physical behavior.3.Inverse
modelling techniques must be employed to fully
quantifythe response of different materials to impact loading
with respectto newly developed numerical algorithms, as not all
constitutiveparameters will be directly measurable in
experiments he development framework representing the basis
of such design meth-odology can be described as an
iterative process, part of which can be greatlyautomated
by employing inverse modelling techniques based upon
opti-mization and stochastic analysis. An example of such
development frame-work for research into behavior of
automotive materials subjected to impactloading is
illustrated in Figure 6.2. In this approach, the
investigation startswith small-scale laboratory
experiments in order to provide both qualitativeand
quantitative information on the observed behavior. The next step
com-prises the theoretical (mathematical) abstraction of
the selected phenomenaand is followed by development
and implementation of numerical algo-rithms into chosen
computational modelling framework. Direct
comparison between the results of experimental measurements
and numerical simula-tions can be used to determine non-
measurable modelling parameters, andcan also provide
information on the accuracy of newly developed
numericalmodelling tools.Moreover, the inverse modelling
for identification of nonmeasurable mod-elling parameters can
establish the adequacy of newly developed algorithmsfor
solving given problems. This follows from the ability of
optimizationand stochastic methods to separate regions within
analyzed parametricspaces if the employed models cannot
adequately represent the observed behavior.
FIGURE
Tensile split Hopkinson-bar apparatus
An example of large-scale crash simulation
numerical crashworthiness simulation for vehicleand occupant safety protection.docx
numerical crashworthiness simulation for vehicleand occupant safety protection.docx
numerical crashworthiness simulation for vehicleand occupant safety protection.docx
numerical crashworthiness simulation for vehicleand occupant safety protection.docx
numerical crashworthiness simulation for vehicleand occupant safety protection.docx

More Related Content

Similar to numerical crashworthiness simulation for vehicleand occupant safety protection.docx

Industrial Engineering Subjects
Industrial Engineering SubjectsIndustrial Engineering Subjects
Industrial Engineering Subjectsomar ayeah
 
Regression test selection model: a comparison between ReTSE and pythia
Regression test selection model: a comparison between ReTSE and pythiaRegression test selection model: a comparison between ReTSE and pythia
Regression test selection model: a comparison between ReTSE and pythiaTELKOMNIKA JOURNAL
 
Failure Analysis of Polymer and Rubber Components
Failure Analysis of Polymer and Rubber ComponentsFailure Analysis of Polymer and Rubber Components
Failure Analysis of Polymer and Rubber ComponentsKartik Srinivas
 
IRJET- Review on Scheduling using Dependency Structure Matrix
IRJET-  	  Review on Scheduling using Dependency Structure MatrixIRJET-  	  Review on Scheduling using Dependency Structure Matrix
IRJET- Review on Scheduling using Dependency Structure MatrixIRJET Journal
 
Performance Comparision of Machine Learning Algorithms
Performance Comparision of Machine Learning AlgorithmsPerformance Comparision of Machine Learning Algorithms
Performance Comparision of Machine Learning AlgorithmsDinusha Dilanka
 
Automated well test analysis ii using ‘well test auto’
Automated well test analysis ii using ‘well test auto’Automated well test analysis ii using ‘well test auto’
Automated well test analysis ii using ‘well test auto’Alexander Decker
 
TRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATION
TRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATIONTRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATION
TRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATIONijseajournal
 
Integration of cost-risk within an intelligent maintenance system
Integration of cost-risk within an intelligent maintenance systemIntegration of cost-risk within an intelligent maintenance system
Integration of cost-risk within an intelligent maintenance systemLaurent Carlander
 
Verifications and Validations in Finite Element Analysis (FEA)
Verifications and Validations in Finite Element Analysis (FEA)Verifications and Validations in Finite Element Analysis (FEA)
Verifications and Validations in Finite Element Analysis (FEA)Kartik Srinivas
 
Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...
Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...
Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...RSIS International
 
EXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODEL
EXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODELEXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODEL
EXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODELijaia
 
Guidelines to Understanding Design of Experiment and Reliability Prediction
Guidelines to Understanding Design of Experiment and Reliability PredictionGuidelines to Understanding Design of Experiment and Reliability Prediction
Guidelines to Understanding Design of Experiment and Reliability Predictionijsrd.com
 
Stochastic behavior analysis of complex repairable industrial systems
Stochastic behavior analysis of complex repairable industrial systemsStochastic behavior analysis of complex repairable industrial systems
Stochastic behavior analysis of complex repairable industrial systemsISA Interchange
 
Logistics system analysis and design
Logistics system analysis and design Logistics system analysis and design
Logistics system analysis and design Liz Mary Jose
 
Service Management: Forecasting Hydrogen Demand
Service Management: Forecasting Hydrogen DemandService Management: Forecasting Hydrogen Demand
Service Management: Forecasting Hydrogen Demandirrosennen
 
Proceedings of the 2015 Industrial and Systems Engineering Res.docx
Proceedings of the 2015 Industrial and Systems Engineering Res.docxProceedings of the 2015 Industrial and Systems Engineering Res.docx
Proceedings of the 2015 Industrial and Systems Engineering Res.docxwkyra78
 
Using multivariable linear regression technique
Using multivariable linear regression techniqueUsing multivariable linear regression technique
Using multivariable linear regression techniquePemmasani Srinivas
 

Similar to numerical crashworthiness simulation for vehicleand occupant safety protection.docx (20)

Industrial Engineering Subjects
Industrial Engineering SubjectsIndustrial Engineering Subjects
Industrial Engineering Subjects
 
Regression test selection model: a comparison between ReTSE and pythia
Regression test selection model: a comparison between ReTSE and pythiaRegression test selection model: a comparison between ReTSE and pythia
Regression test selection model: a comparison between ReTSE and pythia
 
Failure Analysis of Polymer and Rubber Components
Failure Analysis of Polymer and Rubber ComponentsFailure Analysis of Polymer and Rubber Components
Failure Analysis of Polymer and Rubber Components
 
IRJET- Review on Scheduling using Dependency Structure Matrix
IRJET-  	  Review on Scheduling using Dependency Structure MatrixIRJET-  	  Review on Scheduling using Dependency Structure Matrix
IRJET- Review on Scheduling using Dependency Structure Matrix
 
Performance Comparision of Machine Learning Algorithms
Performance Comparision of Machine Learning AlgorithmsPerformance Comparision of Machine Learning Algorithms
Performance Comparision of Machine Learning Algorithms
 
Automated well test analysis ii using ‘well test auto’
Automated well test analysis ii using ‘well test auto’Automated well test analysis ii using ‘well test auto’
Automated well test analysis ii using ‘well test auto’
 
TRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATION
TRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATIONTRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATION
TRANSFORMING SOFTWARE REQUIREMENTS INTO TEST CASES VIA MODEL TRANSFORMATION
 
Ijciet 10 02_070
Ijciet 10 02_070Ijciet 10 02_070
Ijciet 10 02_070
 
Integration of cost-risk within an intelligent maintenance system
Integration of cost-risk within an intelligent maintenance systemIntegration of cost-risk within an intelligent maintenance system
Integration of cost-risk within an intelligent maintenance system
 
Verifications and Validations in Finite Element Analysis (FEA)
Verifications and Validations in Finite Element Analysis (FEA)Verifications and Validations in Finite Element Analysis (FEA)
Verifications and Validations in Finite Element Analysis (FEA)
 
Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...
Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...
Design and Optimization of Supply Chain Network with Nonlinear Log-Space Mode...
 
ch01.pdf
ch01.pdfch01.pdf
ch01.pdf
 
EXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODEL
EXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODELEXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODEL
EXTRACTING THE MINIMIZED TEST SUITE FOR REVISED SIMULINK/STATEFLOW MODEL
 
Guidelines to Understanding Design of Experiment and Reliability Prediction
Guidelines to Understanding Design of Experiment and Reliability PredictionGuidelines to Understanding Design of Experiment and Reliability Prediction
Guidelines to Understanding Design of Experiment and Reliability Prediction
 
Stochastic behavior analysis of complex repairable industrial systems
Stochastic behavior analysis of complex repairable industrial systemsStochastic behavior analysis of complex repairable industrial systems
Stochastic behavior analysis of complex repairable industrial systems
 
Logistics system analysis and design
Logistics system analysis and design Logistics system analysis and design
Logistics system analysis and design
 
Service Management: Forecasting Hydrogen Demand
Service Management: Forecasting Hydrogen DemandService Management: Forecasting Hydrogen Demand
Service Management: Forecasting Hydrogen Demand
 
Research Proposal
Research ProposalResearch Proposal
Research Proposal
 
Proceedings of the 2015 Industrial and Systems Engineering Res.docx
Proceedings of the 2015 Industrial and Systems Engineering Res.docxProceedings of the 2015 Industrial and Systems Engineering Res.docx
Proceedings of the 2015 Industrial and Systems Engineering Res.docx
 
Using multivariable linear regression technique
Using multivariable linear regression techniqueUsing multivariable linear regression technique
Using multivariable linear regression technique
 

More from sudhakargeruganti

postive practices to prevent psychological illness.docx
postive practices to prevent psychological illness.docxpostive practices to prevent psychological illness.docx
postive practices to prevent psychological illness.docxsudhakargeruganti
 
postive practices to prevent psychological illness in adulthood.docx
postive practices to prevent psychological illness in adulthood.docxpostive practices to prevent psychological illness in adulthood.docx
postive practices to prevent psychological illness in adulthood.docxsudhakargeruganti
 
NOVEL RENAL THERAPY PROMISES TO CONTROL BP.docx
NOVEL RENAL THERAPY PROMISES TO CONTROL BP.docxNOVEL RENAL THERAPY PROMISES TO CONTROL BP.docx
NOVEL RENAL THERAPY PROMISES TO CONTROL BP.docxsudhakargeruganti
 
CUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docx
CUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docxCUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docx
CUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docxsudhakargeruganti
 
TAKING CARE OF LIVER,HEART,KIDNEY.docx
TAKING CARE OF LIVER,HEART,KIDNEY.docxTAKING CARE OF LIVER,HEART,KIDNEY.docx
TAKING CARE OF LIVER,HEART,KIDNEY.docxsudhakargeruganti
 
AI HELPS PARALYSED MAN TO WALK NATURALLY.pdf
AI HELPS PARALYSED MAN TO WALK NATURALLY.pdfAI HELPS PARALYSED MAN TO WALK NATURALLY.pdf
AI HELPS PARALYSED MAN TO WALK NATURALLY.pdfsudhakargeruganti
 
JOMINY END-QUENCH HARDENABILITY TEST.docx
JOMINY END-QUENCH HARDENABILITY TEST.docxJOMINY END-QUENCH HARDENABILITY TEST.docx
JOMINY END-QUENCH HARDENABILITY TEST.docxsudhakargeruganti
 
DISPERSION STRENGTHING AND AGING PHENOMENON.docx
DISPERSION STRENGTHING AND AGING PHENOMENON.docxDISPERSION STRENGTHING AND AGING PHENOMENON.docx
DISPERSION STRENGTHING AND AGING PHENOMENON.docxsudhakargeruganti
 
STRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE BOUNDARIES.docx
STRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE  BOUNDARIES.docxSTRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE  BOUNDARIES.docx
STRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE BOUNDARIES.docxsudhakargeruganti
 
THREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docx
THREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docxTHREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docx
THREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docxsudhakargeruganti
 
DIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docx
DIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docxDIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docx
DIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docxsudhakargeruganti
 
HEATING AND COOLING CURVES OF PURE IRON.docx
HEATING AND COOLING CURVES OF PURE IRON.docxHEATING AND COOLING CURVES OF PURE IRON.docx
HEATING AND COOLING CURVES OF PURE IRON.docxsudhakargeruganti
 
MODELLING OF PHASE TRANSFORMATIONS IN STEEL IN RESPONSE TO THERMO-MECHANICAL...
MODELLING OF PHASE TRANSFORMATIONS IN  STEEL IN RESPONSE TO THERMO-MECHANICAL...MODELLING OF PHASE TRANSFORMATIONS IN  STEEL IN RESPONSE TO THERMO-MECHANICAL...
MODELLING OF PHASE TRANSFORMATIONS IN STEEL IN RESPONSE TO THERMO-MECHANICAL...sudhakargeruganti
 
KINETICS OF MARTENSITIC TRANSFORMATION.docx
KINETICS OF MARTENSITIC TRANSFORMATION.docxKINETICS OF MARTENSITIC TRANSFORMATION.docx
KINETICS OF MARTENSITIC TRANSFORMATION.docxsudhakargeruganti
 
TWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docx
TWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docxTWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docx
TWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docxsudhakargeruganti
 
STEELS,ALLOYING ELEMENTS,CLASSIFICATION.docx
STEELS,ALLOYING ELEMENTS,CLASSIFICATION.docxSTEELS,ALLOYING ELEMENTS,CLASSIFICATION.docx
STEELS,ALLOYING ELEMENTS,CLASSIFICATION.docxsudhakargeruganti
 
UPSC CIVILS AND ART OF THINKING.docx
UPSC CIVILS AND ART OF THINKING.docxUPSC CIVILS AND ART OF THINKING.docx
UPSC CIVILS AND ART OF THINKING.docxsudhakargeruganti
 
PRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docx
PRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docxPRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docx
PRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docxsudhakargeruganti
 
ODF's and POLE FIGURES EASY UNDERSTANDING.docx
ODF's and POLE FIGURES EASY UNDERSTANDING.docxODF's and POLE FIGURES EASY UNDERSTANDING.docx
ODF's and POLE FIGURES EASY UNDERSTANDING.docxsudhakargeruganti
 

More from sudhakargeruganti (20)

postive practices to prevent psychological illness.docx
postive practices to prevent psychological illness.docxpostive practices to prevent psychological illness.docx
postive practices to prevent psychological illness.docx
 
postive practices to prevent psychological illness in adulthood.docx
postive practices to prevent psychological illness in adulthood.docxpostive practices to prevent psychological illness in adulthood.docx
postive practices to prevent psychological illness in adulthood.docx
 
NOVEL RENAL THERAPY PROMISES TO CONTROL BP.docx
NOVEL RENAL THERAPY PROMISES TO CONTROL BP.docxNOVEL RENAL THERAPY PROMISES TO CONTROL BP.docx
NOVEL RENAL THERAPY PROMISES TO CONTROL BP.docx
 
CUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docx
CUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docxCUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docx
CUTTING-EDGE INNOVATION TO REVEAL INNER DANGERS.docx
 
TAKING CARE OF LIVER,HEART,KIDNEY.docx
TAKING CARE OF LIVER,HEART,KIDNEY.docxTAKING CARE OF LIVER,HEART,KIDNEY.docx
TAKING CARE OF LIVER,HEART,KIDNEY.docx
 
AI HELPS PARALYSED MAN TO WALK NATURALLY.pdf
AI HELPS PARALYSED MAN TO WALK NATURALLY.pdfAI HELPS PARALYSED MAN TO WALK NATURALLY.pdf
AI HELPS PARALYSED MAN TO WALK NATURALLY.pdf
 
JOMINY END-QUENCH HARDENABILITY TEST.docx
JOMINY END-QUENCH HARDENABILITY TEST.docxJOMINY END-QUENCH HARDENABILITY TEST.docx
JOMINY END-QUENCH HARDENABILITY TEST.docx
 
DISPERSION STRENGTHING AND AGING PHENOMENON.docx
DISPERSION STRENGTHING AND AGING PHENOMENON.docxDISPERSION STRENGTHING AND AGING PHENOMENON.docx
DISPERSION STRENGTHING AND AGING PHENOMENON.docx
 
STRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE BOUNDARIES.docx
STRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE  BOUNDARIES.docxSTRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE  BOUNDARIES.docx
STRUCTURE OF GRAIN BOUNDARIES LOW AND HIGH ANGLE BOUNDARIES.docx
 
THREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docx
THREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docxTHREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docx
THREE BASIC ORIENTATION RELATIONSHIPS IN LATTICES OF IRON.docx
 
DIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docx
DIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docxDIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docx
DIMENSION OF PEARLITE COLONY AND SPHERIODISATION ON STRENGTH OF PEARLITE.docx
 
HEATING AND COOLING CURVES OF PURE IRON.docx
HEATING AND COOLING CURVES OF PURE IRON.docxHEATING AND COOLING CURVES OF PURE IRON.docx
HEATING AND COOLING CURVES OF PURE IRON.docx
 
MODELLING OF PHASE TRANSFORMATIONS IN STEEL IN RESPONSE TO THERMO-MECHANICAL...
MODELLING OF PHASE TRANSFORMATIONS IN  STEEL IN RESPONSE TO THERMO-MECHANICAL...MODELLING OF PHASE TRANSFORMATIONS IN  STEEL IN RESPONSE TO THERMO-MECHANICAL...
MODELLING OF PHASE TRANSFORMATIONS IN STEEL IN RESPONSE TO THERMO-MECHANICAL...
 
KINETICS OF MARTENSITIC TRANSFORMATION.docx
KINETICS OF MARTENSITIC TRANSFORMATION.docxKINETICS OF MARTENSITIC TRANSFORMATION.docx
KINETICS OF MARTENSITIC TRANSFORMATION.docx
 
TWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docx
TWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docxTWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docx
TWINNED AND SLIPPED MARTENSITE ; C to A RATIO.docx
 
STEELS,ALLOYING ELEMENTS,CLASSIFICATION.docx
STEELS,ALLOYING ELEMENTS,CLASSIFICATION.docxSTEELS,ALLOYING ELEMENTS,CLASSIFICATION.docx
STEELS,ALLOYING ELEMENTS,CLASSIFICATION.docx
 
UPSC CIVILS AND ART OF THINKING.docx
UPSC CIVILS AND ART OF THINKING.docxUPSC CIVILS AND ART OF THINKING.docx
UPSC CIVILS AND ART OF THINKING.docx
 
Timeline_Indian_History.pdf
Timeline_Indian_History.pdfTimeline_Indian_History.pdf
Timeline_Indian_History.pdf
 
PRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docx
PRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docxPRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docx
PRODUCTION OF METALLIC SINGLE CRYSTALS AND DS OF SUPER ALLOYS.docx
 
ODF's and POLE FIGURES EASY UNDERSTANDING.docx
ODF's and POLE FIGURES EASY UNDERSTANDING.docxODF's and POLE FIGURES EASY UNDERSTANDING.docx
ODF's and POLE FIGURES EASY UNDERSTANDING.docx
 

Recently uploaded

Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college projectTonystark477637
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).pptssuser5c9d4b1
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...RajaP95
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlysanyuktamishra911
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINESIVASHANKAR N
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 

Recently uploaded (20)

Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college project
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 

numerical crashworthiness simulation for vehicleand occupant safety protection.docx

  • 1. A d o p t e d M e t h o d o l o g y In order to enable progress toward improved predictive modelling of defor-mation and failure of lightweight materials subjected to impact loading, thefollowing integrated experimental/numerical methodology has beenadopted by researchers in industry and academia interested in automotivecrashworthiness.1.New experimental programs for selected advanced materials must be devised in order to provide required information on the depen-dency of material behavior to process history, temperature, and rateof loading. Such programs must encompass intelligent-selective test-ing rather than mass testing, and must provide manageable proce-dures and necessary data that enable determination of requiredconstitutive parameters. New methodologies must be established tocharacterize the deformation and failure of jointing systems.2.New constitutive models that can include process history, tempera-ture effects, and can adequately describe the evolution of materialstate at required scale during loading, must be developed and imple-mented into existing software. Appropriate criteria for crack initia-t i o n a n d c r a c k p r o p a g a t i o n ( t r a n s i t i o n f r o m c o n t i n u u m t o discontinuum) must be incorporated into constitutive models andnovel techniques, just as automatic remeshing around evolving dis-continuities must be used for improved accuracy. Extensive valida-tion against experimental data should be carried out duringdevelopment and implementation in order to ensure that mathemat-ical models adequately represent the observed physical behavior.3.Inverse modelling techniques must be employed to fully quantifythe response of different materials to impact loading
  • 2. with respectto newly developed numerical algorithms, as not all constitutiveparameters will be directly measurable in experiments he development framework representing the basis of such design meth-odology can be described as an iterative process, part of which can be greatlyautomated by employing inverse modelling techniques based upon opti-mization and stochastic analysis. An example of such development frame-work for research into behavior of automotive materials subjected to impactloading is illustrated in Figure 6.2. In this approach, the investigation startswith small-scale laboratory experiments in order to provide both qualitativeand quantitative information on the observed behavior. The next step com-prises the theoretical (mathematical) abstraction of the selected phenomenaand is followed by development and implementation of numerical algo-rithms into chosen computational modelling framework. Direct comparison between the results of experimental measurements and numerical simula-tions can be used to determine non- measurable modelling parameters, andcan also provide information on the accuracy of newly developed numericalmodelling tools.Moreover, the inverse modelling for identification of nonmeasurable mod-elling parameters can establish the adequacy of newly developed algorithmsfor solving given problems. This follows from the ability of optimizationand stochastic methods to separate regions within analyzed parametricspaces if the employed models cannot adequately represent the observed behavior.
  • 5.
  • 6.
  • 7. An example of large-scale crash simulation