Fig. 1.

Fig. 2.

Fig. 3.

Fig. 4.

Fig. 5.

Fig. 6.

Fig. 7.

Fig. 8.

Fig. 9.

Fig. 10.

Fig. 11.

Fig. 12.

Fig. 13.

Fig. 14.

Fig. 15.

Fig. 16.

Fig. 17.

Fig. 18.

Fig. 19.

Fig. 20.

Fig. 21.

Fig. 22.

Comparison of axial stiffness values calculated using the most accurate methods and the commonly used Eq_ (1) with bench test results
| Spring index C | Active coils na | Contacting coils per ending s | Experimental mean stiffness [N/mm] | kN (1) | kχ (18) | kP (2) |
|---|---|---|---|---|---|---|
| Error to experimental value [%] | ||||||
| 5 | 2.5 | 0 | 139.9 | -15 | 1 | -1 |
| 0.25 | 156.3 | -3 | 12 | 10 | ||
| 0.5 | 142.0 | -13 | 3 | 1 | ||
| 2.75 | 0 | 138.4 | -6 | 8 | 6 | |
| 0.25 | 140.5 | -4 | 10 | 7 | ||
| 0.5 | 130.8 | -12 | 3 | 1 | ||
| 3 | 0 | 129.4 | -4 | 10 | 7 | |
| 0.25 | 130.0 | -3 | 10 | 8 | ||
| 0.5 | 122.7 | -9 | 5 | 2 | ||
| MAPE [%] | 8 | 7 | 5 | |||
| Gap [%] | 12 | 10 | 11 | |||
| 7 | 2.5 | 0 | 51.2 | -15 | 1 | -1 |
| 0.25 | 51.3 | -14 | 1 | 0 | ||
| 0.5 | 49.2 | -19 | -4 | -5 | ||
| 2.75 | 0 | 48.1 | -11 | 3 | 2 | |
| 0.25 | 47.3 | -13 | 1 | 0 | ||
| 0.5 | 47.1 | -13 | 1 | -1 | ||
| 3 | 0 | 45.5 | -8 | 5 | 4 | |
| 0.25 | 44.1 | -11 | 2 | 1 | ||
| 0.5 | 45.0 | -9 | 4 | 3 | ||
| MAPE [%] | 13 | 2 | 2 | |||
| Gap [%] | 12 | 9 | 8 | |||
The values of the function coefficients Eq_ (20), along with the coefficients of determination
| γ [°] | c1 | c2 | c3 | c4 | R-square |
|---|---|---|---|---|---|
| 5 | 0.0685 | -0.1508 | 2.7048 | 1.2563 | 0.9862 |
| 10 | 0.1660 | -0.3381 | 2.1928 | 0.8522 | 0.9853 |
| 15 | 0.2731 | -0.5805 | 2.1819 | 0.9409 | 0.9948 |
Comparison of parameters a and b calculated using equations (16) and (17) with the target values
| C | γ [°] | a | a (16) | b | b (17) |
|---|---|---|---|---|---|
| 4 | 5 | 4.550 | 4.478 | 0.6462 | 0.575 |
| 10 | 4.328 | 4.123 | 0.5942 | 0.5 | |
| 15 | 3.946 | 3.768 | 0.4576 | 0.425 | |
| 8 | 5 | 4.409 | 4.478 | 0.5350 | 0.575 |
| 10 | 4.168 | 4.123 | 0.4938 | 0.5 | |
| 15 | 3.701 | 3.768 | 0.3970 | 0.425 | |
| 12 | 5 | 4.393 | 4.478 | 0.5183 | 0.575 |
| 10 | 4.055 | 4.123 | 0.4600 | 0.5 | |
| 15 | 3.587 | 3.768 | 0.3937 | 0.425 | |
| R2 | 0.9786 | R2 | 0.9615 | ||
Comparison of the accuracy of selected methods for calculating the axial stiffness of compression springs
| Axial stiffness formula | Mean absolute percentage error (MAPE) |
|---|---|
| EN 13906-1:2013(E) norm (1) | 23.40% |
| Vogt (1934) (2) | 5.91% |
| Paredes (2016) (2) | 3.62% |
| Krużelecki and Życzkowski (1990) (3) | 22.17% |
| Yıldırım (2016) (4) | 18.95% |
| Liu and Kim (2009) (5) | 13.93% |
| kχ (18) | 1.38% |
Comparison of experimental data with numerical results_¥
| Spring index C | Active coils na | Contact length per ending s | Experimental stiffness k [N/mm] | FEM stiffness kFEM [N/mm] | Error [%] | Data range [%] | MAPE [%] |
|---|---|---|---|---|---|---|---|
| 5 | 2.5 | 0 | 140.8 | 143.6 | -2.0 | 8.7 | 3.6 |
| 0.25 | 155.9 | 148.5 | 6.7 | ||||
| 0.5 | 142.2 | 139.0 | 2.2 | ||||
| 3 | 0 | 128.0 | 121.4 | 5.1 | 2.2 | 3.7 | |
| 0.25 | 130.0 | 126.0 | 3.1 | ||||
| 0.5 | 121.2 | 117.7 | 2.9 | ||||
| 7 | 2.5 | 0 | 51.4 | 51.8 | -0.8 | 6.1 | 2.3 |
| 0.25 | 51.6 | 49.9 | 3.3 | ||||
| 0.5 | 49.5 | 50.9 | -2.8 | ||||
| 3 | 0 | 45.2 | 44.3 | 1.9 | 1.6 | 1.2 | |
| 0.25 | 43.9 | 43.8 | 0.4 | ||||
| 0.5 | 45.0 | 44.3 | 1.4 |
Results of Young’s Modulus E measurement
| Wire number | Initial wire length L0 [mm] | Elongation L1 [mm] | Elongation L2 [mm] | Stress σ1 [MPa] | Stress σ2 [MPa] | Young's modulus [MPa] |
|---|---|---|---|---|---|---|
| 1 | 60.23 | 0.031 | 0.207 | 120 | 720 | 205330 |
| 2 | 60.82 | 0.031 | 0.211 | 120 | 720 | 202733 |
| Average Young's modulus E | 204031 | |||||
Coefficient of variation of springs axial stiffness depending on spring angle, number of active coils and spring index
| Spring index C | Active coils na | Helix angle γ | ||
|---|---|---|---|---|
| 5° | 10° | 15° | ||
| 4 | 1 | 1.12% | 0.25% | 0.40% |
| 1.25 | 1.38% | 0.62% | 0.30% | |
| 1.75 | 1.17% | 0.30% | 0.59% | |
| 2.5 | 0.49% | 0.51% | 0.21% | |
| 3.5 | 2.82% | 0.20% | 0.12% | |
| 8 | 1 | 0.23% | 0.33% | 0.13% |
| 1.25 | 0.81% | 0.04% | 0.22% | |
| 1.75 | 0.64% | 0.36% | 0.31% | |
| 2.5 | 0.34% | 0.28% | 0.10% | |
| 3.5 | 0.14% | 0.13% | 0.17% | |
| 12 | 1 | 0.48% | 0.42% | 0.30% |
| 1.25 | 0.29% | 0.33% | 0.38% | |
| 1.75 | 0.35% | 0.17% | 0.92% | |
| 2.5 | 0.35% | 0.20% | 0.13% | |
| 3.5 | 0.13% | 0.22% | 0.22% | |
Results of the transverse reaction angle ψ test due to axial compression – basic 225 results
| Active coils na | Contact length s | Angle of reaction ψ [°] | Active coils na | Contact length s | Angle of reaction ψ [°] |
|---|---|---|---|---|---|
| 1 | 0 | 90 | 2.25 | 0 | 315 |
| 1 | 0.25 | 180 | 2.5 | 0 | 0 |
| 1 | 0.5 | 270 | 2.5 | 0.25 | 90 |
| 1 | 1 | 90 | 2.5 | 0.5 | 180 |
| 1.25 | 0 | 315 | 2.5 | 1 | 0 |
| 1.25 | 0.25 | 45 | 2.75 | 0 | 45 |
| 1.25 | 0.5 | 135 | 3 | 0 | 90 |
| 1.25 | 1 | 315 | 3.25 | 0 | 315 |
| 1.5 | 0 | 0 | 3.5 | 0 | 0 |
| 1.5 | 0.25 | 90 | 3.5 | 0.25 | 90 |
| 1.5 | 0.5 | 180 | 3.5 | 0.5 | 180 |
| 1.5 | 1 | 0 | 3.5 | 1 | 0 |
| 1.75 | 0 | 45 | 3.75 | 0 | 45 |
| 1.75 | 0.25 | 135 | 4 | 0 | 90 |
| 1.75 | 0.5 | 225 | 4.25 | 0 | 315 |
| 1.75 | 1 | 45 | 4.5 | 0 | 0 |
| 2 | 0 | 90 | 4.75 | 0 | 45 |
The values of coefficient a and b of equation (13) depending on the spring index C and helix angle γ together with the given R-square parameter
| C | γ [°] | a | b | R2 |
|---|---|---|---|---|
| 4 | 5 | 4.550 | 0.6462 | 0.8685 |
| 10 | 4.328 | 0.5942 | 0.9889 | |
| 15 | 3.946 | 0.4576 | 0.9917 | |
| 8 | 5 | 4.409 | 0.5350 | 0.9164 |
| 10 | 4.168 | 0.4938 | 0.9726 | |
| 15 | 3.701 | 0.3970 | 0.9961 | |
| 12 | 5 | 4.393 | 0.5183 | 0.9021 |
| 10 | 4.055 | 0.4600 | 0.9751 | |
| 15 | 3.587 | 0.3937 | 0.9910 |
The approximation results with fixed values of coefficients
| γ [°] | c1 | c2 | c3 | c4 | R-square |
|---|---|---|---|---|---|
| 5 | 0.0787 | -0.1529 | 2.3598 | 1.0165 | 0.9760 |
| 10 | 0.1541 | -0.3385 | 0.9796 | ||
| 15 | 0.2502 | -0.5745 | 0.9934 |
The values of coefficient k1 k2, m1, m2 of equations (14) and (15) depending on the spring index with the given R-square parameter
| C | k1 | k2 | R2 | m1 | m2 | R2 |
|---|---|---|---|---|---|---|
| 4 | -0.060 | 4.879 | 0.9771 | -0.019 | 0.755 | 0.9371 |
| 8 | -0.071 | 4.801 | 0.9672 | -0.014 | 0.613 | 0.9487 |
| 12 | -0.081 | 4.818 | 0.9914 | -0.012 | 0.582 | 0.9986 |
| Av. | -0.071 | 4.833 | 0.9786 | -0.015 | 0.650 | 0.9615 |