Table 3.
Material parameters with two and three back-stress terms determined by varying all parameters simultaneously during optimization.
2 Back-Stress Terms | 3 Back-Stress Terms | |||||
---|---|---|---|---|---|---|
Parameter | Min | Mid | Max | Min | Mid | Max |
C1 (MPa) | 64,193 | 87,366 | 148,784 | 68,783 | 107,437 | 110,187 |
γ1 | 138 | 171 | 434 | 229 | 253 | 336 |
C2 (MPa) | 3722 | 3616 | 4227 | 3660 | 3628 | 3567 |
γ2 | 0 | 0 | 0 | 0 | 0 | 0 |
C3 (MPa) | -- | -- | -- | 34,543 | 29,012 | 14,582 |
γ3 | -- | -- | -- | 165 | 355 | 75 |
Q (MPa) | −252 | −251 | −55 | −276 | −275 | −247 |
b | 3.31 | 8.39 | 7.87 | 7.97 | 11.09 | 9.54 |
(s−1) | 1.54 × 10−6 | 9.46 × 10−7 | 2.87 × 10−7 | 1.86 × 10−6 | 8.39 × 10−6 | 7.67 × 10−6 |
n | 10 | 11 | 9.8 | 8 | 6.5 | 7.7 |
m | −0.96 | −0.92 | −0.67 | −0.58 | −0.82 | −0.91 |
NMSE | 9.73 × 10−5 | 1.10 × 10−4 | 1.27 × 10−4 | 9.73 × 10−5 | 9.57 × 10−5 | 9.88 × 10−5 |