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Record W7017830329

Characterizing the Constitutive Behaviour and Austenite Decomposition of an 1,800 MPa Press Hardenable Boron Steel

2024· dissertation· en· W7017830329 on OpenAlexfundno aff

Bibliographic record

VenueUWSpace (University of Waterloo) · 2024
Typedissertation
Languageen
FieldEngineering
TopicMetallurgy and Material Forming
Canadian institutionsnot available
FundersOntario Advanced Manufacturing ConsortiumFord Motor Company
KeywordsHot stampingFormabilityDigital image correlationUltimate tensile strengthConstitutive equationAusteniteTensile testingPlasticityBoronDeformation (meteorology)
DOInot available

Abstract

fetched live from OpenAlex

The mechanical behaviour of a new 1,800 MPa strength grade of Al-Si coated, 37MnB5 press-hardenable steel, designated PHS 1800, was investigated under hot stamping conditions. Prior to mechanical testing, a novel heat treatment technique was developed to pre-alloy the Al-Si coating thereby preventing it from melting during austenitization. The alloy was held at 700°C for 7 – 10 minutes and then quenched to room temperature. This heat treatment technique prevented loss of DIC speckle patterns due to melting of the coating, thereby enabling digital image correlation (DIC) strain measurements of the test specimen at elevated temperatures, and was not observed to affect the constitutive behaviour of the material prior to necking. 
\nFor constitutive testing, the pre-alloyed material was austenitized and then immediately deformed at strain rates varying between 0.01 and 1s-1 and temperatures between 500°C and 900°C. The experimental tensile test results were processed to obtain the material flow curves, such that the data could be used for finite element simulation of hot stamping processes. An identical series of experiments was also performed on the widely studied 1,500 MPa 22MnB5 hot stamping grade (designated PHS 1500) in order to validate the testing methods and to provide a baseline for assessment of the new PHS 1800 grade. The PHS 1500 results from the current research were compared to several results published in the literature and were found to be in good agreement, indicating the pre-alloying heat treatment and DIC techniques utilized in the current work were valid for the constitutive testing of PHS. 
\nCompared to PHS 1500, this new grade of PHS 1800 demonstrated approximately 20% higher flow stress at any given strain level, at the same temperature and strain rate test conditions. This relationship also holds true for both materials after quenching to a fully martensitic state, where the ultimate tensile strength of PHS 1800 is approximately 2,000 MPa and 25% higher than the tensile strength of PHS 1500. For the elevated temperature tensile tests, PHS 1800 exhibited similar strain rate and temperature sensitivities as PHS 1500, wherein higher strain rates or lower temperatures resulted in higher flow stresses. PHS 1800 also experienced necking at up to 31% lower strains than PHS 1500, with the strain to necking varying depending on the test conditions. 
\nA modified Norton-Hoff constitutive model, with a second-order polynomial equation to describe the variation in the strain hardening coefficient and strain rate coefficient with respect to temperature, was fit to the experimental results for both PHS 1500 and PHS 1800. An excellent fit (R-squared value of 0.971) was achieved overall at all temperatures and strain rates. A finite element model of the elevated temperature tensile test was created to evaluate the accuracy of the fit curves, and less than 12% error was observed in the predicted load versus displacement response. 
\nIn addition to the mechanical behaviour of the material, the austenite decomposition characteristics of PHS 1800 were also investigated via constant cooling rate experiments. The effect of deformation on the austenite decomposition was investigated at three strain levels (0%, 10%, 20%), for three different cooling rates (5°C/s, 10°C/s, 50°C/s). It was found that higher cooling rates resulted in greater martensite phase fractions and higher microhardness values. Specimens cooled at 5°C/s and 10°C/s resulted in complex microstructures including ferrite, bainite, and martensite, while the 50°C/s specimens were fully martensitic. The range of hardness results (with no induced deformation) varied between 430HV to 570HV. When deformation was applied to PHS 1800 in its austenitic state, the fraction of ferrite and bainite phases increased substantially after quenching, resulting in a hardness as low as 320HV, a drop of up to 26%. For the specimens cooled at 50°C/s, induced deformation had no effect on the phase fraction or hardness values. 
\nFinally, the hardness and phase composition results of the constant cooling rate experiments were utilized to update an existing LS-DYNA PHS material model to enable the prediction of accurate phase change and hardness values for PHS 1800. The updated material model was capable of predicting the final hardness of PHS 1800 to less than 2% error at zero applied deformation, and to less than 14% error for the deformed specimens. The accuracy of the phase fraction predictions varied drastically, ranging from 8% to 56% difference compared to the experimental measurements, depending upon how the material parameters were calibrated.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.111
Threshold uncertainty score0.934

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.203
Teacher spread0.195 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2024
Admission routes1
Has abstractyes

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