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    On the Strain Hardening Exponent

    Definition and its influence

    within SINTAP

    UNIVERSITY OF CANTABRIA

    Report/SINTAP/UC/07

    April 1998

    J. Ruiz OcejoF. Gutirrez-Solana

    Departamento de Ciencia e Ingeniera del Terreno y de los MaterialesE.T.S. de Ingenieros de Caminos, Canales y Puertos

    Universidad de CantabriaAvda de los Castros s/n39005, Santander (Spain)

    Tel. 34-942-201819, Fax 34-942-201818

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    1. INTRODUCTION

    During the last months, a specific group formed by British Steel, GKSS and theUniversity of Cantabria has been working on different aspects of the SINTAP Procedure

    related to the Y/T ratio as the following:

    Estimation of Y/T from YS.

    Definition of N and estimation from Y/T.

    for L r 1. for L r > 1.

    Treatment of yield plateau.

    The University of Cantabria has carried out the analysis of the second point. During ameeting held in Paris in last February, the first results were presented (ref: ReportSINTAP/UC/06 ) about the treatment for L r 1. There, it was agreed that further work had to

    be done on the different definitions of N.

    2. WORK DONE

    In order to clarify the use of N within SINTAP, the University of Cantabria was told toreanalyse stress-strain curves and to calculate the strain hardening exponent throughdifferent ways.

    It was decided to perform the calculations by varying the last point considered in thestatistical fit. Therefore, four different intervals have been considered:

    From YS up to UTS -noted in further figures as N (Y - U)-.

    From YS up to the mean value of flow stress and UTS -noted in further figures as N (Y

    - (F+U)/2)-.

    From YS up to flow stress -noted in further figures as N (Y - F)-.

    From YS up to the mean value of yield stress and flow stress -noted in further figuresas N (Y - (Y+F)/2)-.

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    Also, for all intervals, two types of fits have been done depending on whether or not

    the yield point is fixed. Therefore, eight N values have been determined for each materialstudied.

    The objective of such analysis is to evaluate the differences between these definitions

    of N and to guarantee conservatism when it is predicted by means of the Y/T ratio in orderto be used in a FAD or in a CDF.

    3. RESULTS

    In the following pages (4 to 22), the results corresponding to the stress-strain curves of

    the nineteen studied materials which follow are presented:

    4Y14A2 S275 JR Steel -provided by British Steel-. 4Y17A2 S355 J2 Steel -provided by British Steel-.

    Y6T8D 355 EMZ Steel -provided by British Steel-. Y6T26H 450 EMZ Steel -provided by British Steel-. 4Y18A2 450 EMZ Steel -provided by British Steel-. Microalloyed Steel E500. Y6A22D2C StE690 Steel -provided by British Steel-. Y6A4A4D StE690 Steel -provided by British Steel-. Microalloyed Steel E690 (1). Microalloyed Steel E690 (2). Microalloyed Steel E690 (3). Microalloyed Steel E690 (4). Microalloyed Steel E500. Normalised Steel 4135A (1). Normalised Steel 4135A (2).

    Quenched Steel 4135B.

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    Austenitic Steel. Aged Stainless Steel. Stainless Weld Steel. Aluminium.4. ANALYSIS

    In pages 23 to 25 different comparisons between the results are shown. The graphicson the left hand side of the page compare the values directly and a reference line (N=N) is

    also plotted; the graphics on the right hand side compare the values relatively and thereference line drawn corresponds to (N/N=1).

    Pages 23 and 24 present comparisons between N values where the difference is thelast point considered in the mathematical fit for both yield point fixed or not. All values arecompared to the N value calculated up to UTS which corresponds to the common use. It can

    be seen that the less points considered, the higher the relative difference is, specially whenthe value is obtained only up to the mean value of YS and flow stress. Another remarkable

    point could be that, for low N values, these different N definitions lead to lower N valuesthan the usual one, but for higher ones, it could lead to even higher figures. This change can

    be placed at about 0.3.

    In page 25, the comparison is between N values with the same points considered but

    fixing or not the yield point. The graphics show that there are small differences betweenthem. It also can be seen that, generally, N values with yield point fixed are lower than Nvalues with yield point not fixed.

    Finally, in page 26, a full diagram is presented where N is plotted versus Y/T ratio.Different reference lines are also drawn.

    Within SINTAP, a lower bound with the simplest possible mathematical expressionhas been tried to be found in order to assure conservative assessment diagrams for L r >1.

    Based on several studies, a very simple function has been suggested: 0.5*(1 - Y/T).

    It can be seen through this figure and the following one (detail) that this line cannot be

    considered anymore as it could lead to non-conservative results, specially when N is

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    4Y14A2 S275 JR Steel

    0

    100

    200

    300

    400

    500

    600

    700

    0.00 0.05 0.10 0.15 0.20 0.25

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    367.9 730.7 576.8 0.6378

    400

    500

    600

    700

    0.02 0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    400

    500

    600

    700

    0.02 0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    4Y17A2 S355 J2 Steel

    0

    100

    200

    300

    400

    500

    600

    700

    800

    0.00 0.05 0.10 0.15 0.20 0.25

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    423.9 795.9 625.9 0.6773

    400

    500

    600

    700

    800

    0.02 0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    400

    500

    600

    700

    800

    0.02 0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 17 0.26793 0.9972 0.25555 0.9958

    y - +

    u

    212 0.28266 0.9955 0.25673 0.9899

    y - 9 0.28505 0.9894 0.24839 0.9786

    y -

    y+

    2 5 0.22290 0.9717 0.19893 0.9641

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    Y6T8D 355 EMZ Steel

    0

    100

    200

    300

    400

    500

    600

    700

    0.00 0.05 0.10 0.15 0.20 0.25

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    408.3 706.9 542.7 0.7524

    400

    500

    600

    700

    0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    400

    500

    600

    700

    0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 16 0.26052 0.9974 0.24013 0.9937

    y - +

    u

    211 0.26094 0.9947 0.23514 0.9885

    y - 7 0.25231 0.9866 0.22197 0.9771

    y -

    y+

    2 4 0.19617 0.9728 0.17827 0.9670

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    Y6T26H 450 EMZ Steel

    0

    100

    200

    300

    400

    500

    600

    700

    800

    0.00 0.05 0.10 0.15

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    540.5 771.6 656.3 0.8236

    500

    600

    700

    800

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    500

    600

    700

    800

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 21 0.15588 0.9889 0.13230 0.9751

    y - +

    u

    214 0.13937 0.9848 0.11940 0.9720

    y - 10 0.12201 0.9857 0.10687 0.9757

    y -

    y+

    2 5 0.08932 0.9875 0.08150 0.9818

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    4Y18A2 450 EMZ Steel

    0

    100

    200

    300

    400

    500

    600

    700

    800

    0.00 0.05 0.10 0.15

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    572.6 802.7 670.7 0.8537

    600

    700

    800

    0.02 0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    600

    700

    800

    0.02 0.04 0.06 0.08 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 14 0.14848 0.9840 0.12067 0.9626

    y - +

    u

    211 0.13778 0.9772 0.11154 0.9549

    y - 7 0.10689 0.9663 0.08928 0.9492

    y -

    y+

    2 5 0.08084 0.9694 0.07250 0.9625

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    Microalloyed Steel E500

    0

    100

    200

    300

    400

    500

    600

    700

    0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    540.0 676.5 636.0 0.8491

    540

    560

    580

    600

    620

    640

    660

    0.004 0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    540

    560

    580

    600

    620

    640

    660

    0.004 0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 88 0.08995 0.9858 0.07622 0.9721

    y - +

    u

    264 0.07944 0.9818 0.06951 0.9726

    y - 46 0.06619 0.9858 0.06259 0.9841

    y -

    y+

    2 23 0.05196 0.9915 0.05650 0.9868

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    Y6A22D2C StE690 Steel

    0

    200

    400

    600

    800

    1000

    0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    680.0 889.9 770.8 0.8822

    700

    800

    900

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    700

    800

    900

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 17 0.10546 0.9755 0.08282 0.9485

    y - +

    u

    212 0.09203 0.9679 0.07306 0.9424

    y - 8 0.07217 0.9635 0.05949 0.9443

    y -

    y+

    2 5 0.05171 0.9692 0.04554 0.9596

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    Y6A4A4D StE690 Steel

    0

    200

    400

    600

    800

    1000

    0.00 0.02 0.04 0.06 0.08 0.10 0.12

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    734.6 946.5 841.0 0.8735

    700

    800

    900

    1000

    0.01 0.1

    True values N (Y -U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    700

    800

    900

    1000

    0.01 0.1

    True values N (Y -U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 14 0.07153 0.9610 0.05847 0.9419

    y - +

    u

    210 0.06079 0.9603 0.05160 0.9466

    y - 6 0.04371 0.9772 0.04044 0.9735

    y -

    y+

    2 4 0.03472 0.9939 0.03439 0.9939

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    Microalloyed Steel E690 (1)

    0

    200

    400

    600

    800

    1000

    0.00 0.01 0.02 0.03 0.04 0.05 0.06

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    840.4 952.1 904.0 0.9296

    840

    860

    880

    900

    920

    940

    0.006 0.008 0.01 0.02 0.04

    True values N (Y -U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    840

    860

    880

    900

    920

    940

    0.006 0.008 0.01 0.02 0.04

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 68 0.05169 0.9837 0.04825 0.9801

    y - +

    u

    256 0.04383 0.9829 0.04224 0.9818

    y - 49 0.03689 0.9923 0.03759 0.9920

    y -

    y+

    2 38 0.03449 0.9889 0.03710 0.9843

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    Microalloyed Steel E690 (2)

    0

    200

    400

    600

    800

    1000

    0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    809.0 937.3 874.0 0.9256

    820

    840

    860

    880

    900

    920

    0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    820

    840

    860

    880

    900

    920

    0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y -U) N (Y - (F+U)/2) N (Y -F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Microalloyed Steel E690 (3)

    0

    200

    400

    600

    800

    1000

    0.00 0.01 0.02 0.03 0.04 0.05 0.06

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    840.0 953.2 905.0 0.9282

    840

    860

    880

    900

    920

    940

    0.006 0.008 0.01 0.02 0.04

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    840

    860

    880

    900

    920

    940

    0.006 0.008 0.01 0.02 0.04

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 67 0.05133 0.9833 0.04797 0.9797

    y - +

    u

    256 0.04385 0.9830 0.04227 0.9818

    y - 49 0.03691 0.9924 0.03763 0.9920

    y -

    y+

    2 38 0.03451 0.9889 0.03715 0.9842

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    Microalloyed Steel E690 (4)

    0

    200

    400

    600

    800

    1000

    0.00 0.01 0.02 0.03 0.04 0.05 0.06

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    924.0 1051.8 994.0 0.9296

    920

    940

    960

    980

    10001000

    0.006 0.008 0.01 0.02 0.04

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    920

    940

    960

    980

    10001000

    0.006 0.008 0.01 0.02 0.04

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y- (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 156 0.05953 0.9774 0.04821 0.9568

    y - +

    u

    2108 0.05185 0.9741 0.04334 0.9584

    y - 63 0.03891 0.9826 0.03581 0.9787

    y -

    y+

    2 32 0.02939 0.9936 0.03089 0.9919

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    Normalised Steel 4135A (1)

    0

    200

    400

    600

    800

    1000

    0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    782.0 962.0 905.0 0.8641

    800

    900

    0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    800

    900

    0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 107 0.09232 0.9939 0.08710 0.9920

    y - +

    u

    267 0.08394 0.9916 0.08200 0.9913

    y - 42 0.07221 0.9953 0.07613 0.9933

    y -

    y+

    2 21 0.06676 0.9893 0.07821 0.9678

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    Normalised Steel 4135A (2)

    0

    200

    400

    600

    800

    1000

    1200

    0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    690.0 1123.1 1042.0 0.6622

    700

    800

    900

    1000

    0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    700

    800

    900

    1000

    0.006 0.008 0.01 0.02 0.04 0.06

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Quenched Steel 4135B

    0

    400

    800

    1200

    1600

    2000

    0.000 0.005 0.010 0.015 0.020 0.025 0.030

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    1245.0 2039.3 1981.9 0.6282

    1200

    1400

    1600

    1800

    2000

    0.008 0.01 0.02

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    1200

    1400

    1600

    1800

    2000

    0.008 0.01 0.02

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Austenitic Steel

    0

    200

    400

    600

    800

    1000

    0.00 0.10 0.20 0.30 0.40 0.50

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    236.7 968.0 611.8 0.3869

    200

    400

    600

    800

    1000

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    200

    400

    600

    800

    1000

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 19 0.27312 0.9753 0.23153 0.9599

    y - +

    u

    217 0.24982 0.9768 0.21521 0.9639

    y - 14 0.21247 0.9809 0.18973 0.9731

    y -

    y+

    2 11 0.16724 0.9975 0.16269 0.9970

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    Aged Stainless Steel

    0

    200

    400

    600

    800

    1000

    0.00 0.05 0.10 0.15 0.20 0.25 0.30

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    335.0 934.9 712.0 0.4705

    400

    600

    800

    1000

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    400

    600

    800

    1000

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Stainless Weld Steel

    0

    200

    400

    600

    800

    1000

    0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    454.0 987.4 684.0 0.6637

    500

    600

    700

    800

    900

    1000

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    500

    600

    700

    800

    900

    1000

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 95 0.19908 0.9516 0.14552 0.9136

    y - +

    u

    263 0.16607 0.9544 0.12891 0.9277

    y - 37 0.12807 0.9668 0.10887 0.9542

    y -

    y+

    2 17 0.08970 0.9926 0.08765 0.9923

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    Aluminium

    0

    50

    100

    150

    200

    250

    0.00 0.02 0.04 0.06 0.08 0.10 0.12 0.14

    T r u e s t r e s s

    True strain

    Stress-strain curve

    y YS (MPa) u (MPa) UTS (MPa) YS/UTS

    82.6 257.2 224.0 0.3687

    80

    90

    100

    200

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    80

    90

    100

    200

    0.01 0.1

    True values N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    L o g

    t r u e s t r e s s

    Log true strain

    Logarithmic least square fitsYield point not fixed

    Logarithmic least square fitsYield point fixed

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    Number Yield point not fixed Yield point fixedof points N r N r

    y - u 127 0.29646 0.9881 0.32501 0.9827

    y - +

    u

    258 0.35820 0.9985 0.35863 0.9985

    y - 31 0.37875 0.9997 0.36629 0.9990

    y -

    y+

    2 17 0.36302 0.9993 0.34943 0.9983

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    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - (F+U)/2)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (F+U)/2) / N (Y - U)

    N /

    N

    N (Y - U)

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - F)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - F) / N (Y - U)

    N /

    N

    N (Y - U)

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - (Y+F)/2)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (Y+F)/2) / N (Y - U)

    N /

    N

    N (Y - U)

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (F+U)/2) / N (Y - U) N (Y - F) / N (Y - U) N (Y - (Y+F)/2) / N (Y - U)

    N /

    N

    N (Y - U)

    Comparisons between different N values as a function of the last point consideredYield point not fixed

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    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - (F+U)/2)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (F+U)/2) / N (Y - U)

    N /

    N

    N (Y - U)

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - F)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - F) / N (Y - U)

    N /

    N

    N (Y - U)

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - (Y+F)/2)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (Y+F)/2) / N (Y - U)

    N /

    N

    N (Y - U)

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5

    N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    N

    N (Y - U)

    0.25

    0.50

    0.75

    1.00

    1.25

    1.50

    1.75

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (F+U)/2) / N (Y - U) N (Y - F) / N (Y - U) N (Y - (Y+F)/2) / N (Y - U)

    N /

    N

    N (Y - U)

    Comparisons between different N values as a function of the last point consideredYield point fixed

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    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - U)

    N y

    i e l d p o

    i n t f i x e d

    N yield point not fixed

    0.7

    0.8

    0.9

    1

    1.1

    1.2

    1.3

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - U) / N (Y - U)

    N y

    i e l d p o

    i n t f i x e d

    / N

    y i e l d p o i n

    t n o

    t f i x e d

    N yield point not fixed

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (F+U)/2)

    N y

    i e l d p o

    i n t f i x e d

    N yield point not fixed

    0.7

    0.8

    0.9

    1

    1.1

    1.2

    1.3

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (F+U)/2) / N (Y - (F+U)/2)

    N y

    i e l d p o

    i n t f i x e d

    / N y i e l d p o

    i n t n o

    t f i x e d

    N yield point not fixed

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - F)

    N y

    i e l d p o

    i n t f i x e d

    N yield point not fixed

    0.7

    0.8

    0.9

    1

    1.1

    1.2

    1.3

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - F) / N (Y - F)

    N y

    i e l d p o

    i n t f i x e d

    / N

    y i e l d p o

    i n t n o

    t f i x e d

    N yield point not fixed

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (Y+F)/2)

    N y

    i e l d p o

    i n t f i x e d

    N yield point not fixed

    0.7

    0.8

    0.9

    1

    1.1

    1.2

    1.3

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - (Y+F)/2) / N (Y - (Y+F)/2)

    N y i e

    l d p o

    i n t f i x e d

    / N

    y i e l d p o

    i n t n o

    t f i x e d

    N yield point not fixed

    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - U) N (Y - (F+U)/2) N (Y - F) N (Y - (Y+F)/2)

    N y

    i e l d p o

    i n t f i x e d

    N yield point not fixed

    0.7

    0.8

    0.9

    1

    1.1

    1.2

    1.3

    0 0.1 0.2 0.3 0.4 0.5 0.6

    N (Y - U) / N (Y - U) N (Y - (F+U)/2) / N (Y - (F+U)/2) N (Y - F) / N (Y - F) N (Y - (Y+F)/2) / N (Y - (Y+F)/2) N

    y i e l d p o

    i n t f i x e d

    / N

    y i e l d p o

    i n t n o

    t f i x e d

    N yield point not fixed

    Comparisons between different N valuesas a function of whether or not the yield point is fixed

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    0

    0.1

    0.2

    0.3

    0.4

    0.5

    0.6

    0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

    N (Y - U) not fixed N (Y - (F+U)/2) not fixed N (Y - F) not fixed N (Y - (Y+F)/2) not fixed

    N (Y - U) fixed N (Y - (F+U)/2) fixed N (Y - F) fixed N (Y - (Y+F)/2) fixed

    N

    Y/TAll different definitions of N versus Yield/Tensile Ratio

    0 00

    0.02

    0.04

    0.06

    0.08

    0.10

    0.12

    0.14

    0.16

    N