In my research on cast iron parts, particularly for machine tool beds, I have focused on understanding and mitigating residual stresses, which are critical for dimensional accuracy and stability. Residual stress in cast iron parts can lead to deformation, cracking, and reduced service life, as observed in many industrial applications. This study delves into the effects of carbon equivalent (CE), knock-out temperature, thermal ageing, and vibration ageing on residual stress in gray iron and nodular iron castings. Through systematic experiments and analyses, I aim to provide technical measures to minimize residual stress in cast iron parts, ensuring higher performance and reliability.
Cast iron parts, such as machine tool beds, are essential components in manufacturing, where precision is paramount. The residual stress within these cast iron parts often arises during solidification and cooling processes due to uneven thermal gradients and phase transformations. Over time, the release of this stress can cause unwanted deformation, compromising the accuracy of the entire system. In my work, I have encountered numerous instances where high residual stress in cast iron parts led to failures, underscoring the need for effective reduction techniques. This article presents my findings from extensive investigations, employing methods like the blind-hole technique to measure stress and exploring various process parameters to optimize the manufacturing of cast iron parts.
To begin, I used stress frame specimens to simulate the behavior of actual cast iron parts like machine tool beds. These specimens, with thick and thin sections rigidly connected, allow for representative residual stress analysis. The cast iron parts were produced using medium-frequency induction furnaces, resin sand molding, and controlled pouring temperatures around 1350°C. I varied the CE content by adjusting the composition of raw materials, including carbon scrap steel and high-purity pig iron, with alloying elements like Cu, Mn, Sn, and Cr added to enhance properties. For nodular iron cast iron parts, I performed spheroidization and inoculation treatments using specific agents to ensure proper graphite morphology.
The residual stress in these cast iron parts was measured using the blind-hole method, a reliable technique for stress analysis. In this method, I attached strain rosettes to the surface of the cast iron parts, drilled a small hole at the center, and recorded the released strains. The residual stress components were then calculated using the following formulas, which relate the measured strains to the principal stresses:
$$σ_1 = \frac{E(ε_1 + ε_3)}{4A} – \frac{E}{4B} \sqrt{(ε_3 – ε_1)^2 + (2ε_2 – ε_1 – ε_3)^2}$$
$$σ_2 = \frac{E(ε_1 + ε_3)}{4A} + \frac{E}{4B} \sqrt{(ε_3 – ε_1)^2 + (2ε_2 – ε_1 – ε_3)^2}$$
Here, \(ε_1\), \(ε_2\), and \(ε_3\) are the released strains from the strain rosette, \(σ_1\) and \(σ_2\) are the maximum and minimum principal stresses, \(E\) is the elastic modulus of the material, and \(A\) and \(B\) are calibration constants specific to the material. For the cast iron parts in this study, \(A = -0.07255\) and \(B = -0.15140\). These equations are fundamental for quantifying residual stress in cast iron parts and were applied consistently across all samples.
My investigation into CE’s impact on residual stress revealed significant insights. CE, which combines carbon and silicon content, influences the solidification behavior and graphite formation in cast iron parts. I prepared gray iron and nodular iron specimens with varying CE levels, as summarized in the table below. The chemical composition and mechanical properties were analyzed to correlate with residual stress measurements.
| Specimen Type | C (%) | Si (%) | CE (%) | Mn (%) | Cu (%) | Sn (%) | Cr (%) | Tensile Strength (MPa) | Elastic Modulus (GPa) | Hardness (HB) |
|---|---|---|---|---|---|---|---|---|---|---|
| Gray Iron #1 | 2.695 | 1.504 | 3.21 | 1.188 | – | – | – | 357 | 114 | 229 |
| Gray Iron #2 | 3.250 | 1.880 | 3.88 | 1.138 | 0.672 | 0.029 | 0.342 | 322 | 129 | 215 |
| Nodular Iron #1 | 3.563 | 2.052 | 4.26 | 0.508 | – | – | – | 443 | 161 | 175 |
| Nodular Iron #2 | 3.766 | 1.987 | 4.44 | 0.530 | 0.496 | 0.042 | – | 705 | 176 | 234 |
From this data, it is evident that higher CE values, combined with composite alloying, contribute to lower residual stress in cast iron parts. For gray iron cast iron parts, increasing CE from 3.21% to 3.88% reduced the maximum residual stress from 89.9 MPa to 34.3 MPa, a decrease of over 60%. Similarly, for nodular iron cast iron parts, raising CE from 4.26% to 4.44% lowered the maximum residual stress from 108.8 MPa to 88.1 MPa. This trend underscores the importance of optimizing CE in the production of cast iron parts to mitigate stress-related issues. Based on my findings, I recommend a CE range of 3.75% to 3.85% for gray iron cast iron parts and 4.40% to 4.60% for nodular iron cast iron parts, provided that alloying elements are used to maintain strength and modulus.
Another critical factor is the knock-out temperature, which refers to the temperature at which cast iron parts are removed from the mold. I conducted experiments where gray iron specimens were knocked out at 500°C and 200°C, respectively. The residual stress measurements, as shown in the table below, indicate that lower knock-out temperatures favor stress reduction in cast iron parts.
| Knock-out Temperature (°C) | Specimen ID | ε1 (με) | ε2 (με) | ε3 (με) | σ1 (MPa) | σ2 (MPa) | σx (MPa) | σy (MPa) |
|---|---|---|---|---|---|---|---|---|
| 500 | 1 | -52 | -28 | -14 | 35.1 | 19.5 | 34.8 | 19.8 |
| 2 | -97 | -71 | -50 | 70.2 | 51.4 | 70.1 | 51.5 | |
| 3 | -74 | -55 | -28 | 51.4 | 32.9 | 51.3 | 33.1 | |
| 4 | -56 | -33 | -18 | 38.3 | 22.9 | 38.1 | 23.1 | |
| 5 | -67 | -42 | -36 | 49.8 | 35.4 | 48.7 | 36.4 | |
| 200 | 1 | -97 | -41 | 13 | 56.5 | 12.9 | 56.5 | 12.9 |
| 2 | -68 | -31 | 2 | 41.2 | 13.4 | 41.2 | 13.4 | |
| 3 | -45 | -20 | -11 | 30.6 | 15.7 | 29.9 | 16.4 | |
| 4 | -61 | -32 | -35 | 47.9 | 31.5 | 44.8 | 34.5 | |
| 5 | -57 | -13 | 29 | 28.6 | -5.5 | 28.6 | -5.5 |
At 500°C, the maximum residual stress was 70.2 MPa, whereas at 200°C, it dropped to 56.5 MPa, a reduction of approximately 19.5%. This demonstrates that allowing cast iron parts to cool slowly in the mold to below 300°C before knock-out can significantly alleviate thermal stresses. The mechanism involves reduced temperature gradients and slower cooling rates, which minimize differential contraction in cast iron parts. Therefore, for producing low-stress cast iron parts, I advocate for knock-out temperatures not exceeding 300°C, coupled with extended mold cooling times to promote stress relaxation.
Thermal ageing, or heat treatment, is a proven method to relieve residual stress in cast iron parts. I employed a “stepwise heating and cooling” thermal ageing process, which involves gradual temperature changes to avoid thermal shock. The process curve included heating at 30°C/h to 590°C, with holds at 200°C and 400°C for 1 hour each, followed by a 4-hour soak at 590°C. Cooling was also done at 30°C/h, with holds at 490°C, 390°C, 290°C, 190°C, and 90°C for 1 hour each. This meticulous approach ensures uniform temperature distribution in cast iron parts, preventing cracking while effectively reducing stress.
The effectiveness of this thermal ageing process is evident from the residual stress data before and after treatment. For gray iron cast iron parts, the maximum residual stress decreased from 34.3 MPa to 19.9 MPa, meeting the target of below 20 MPa. For nodular iron cast iron parts, the maximum residual stress dropped from 88.1 MPa to 26.3 MPa, well under the 50 MPa benchmark. These results highlight the potency of thermal ageing in enhancing the dimensional stability of cast iron parts. The stress relief occurs through mechanisms like dislocation movement and phase transformations at elevated temperatures, which allow internal stresses to dissipate in cast iron parts.
In contrast, vibration ageing was also investigated as an alternative stress relief method for cast iron parts. This technique uses mechanical vibrations to induce resonance, superimposing vibratory stresses on residual stresses to promote microplastic deformation. I applied vibration ageing for 40 minutes to both gray iron and nodular iron specimens using an激振器. The residual stress measurements before and after vibration ageing are summarized in the table below.
| Specimen Type | Condition | Specimen ID | ε1 (με) | ε2 (με) | ε3 (με) | σ1 (MPa) | σ2 (MPa) | σx (MPa) | σy (MPa) |
|---|---|---|---|---|---|---|---|---|---|
| Gray Iron (HT300) | Before Vibration | 1 | -152 | -28 | 91 | 73.4 | -22.9 | 73.4 | -22.9 |
| 2 | -115 | -12 | 63 | 57.2 | -14.2 | 56.8 | -13.8 | ||
| 3 | -156 | -21 | 113 | 71.1 | -35.5 | 71.1 | -35.5 | ||
| 4 | -120 | -12 | 89 | 54.3 | -28.6 | 54.2 | -28.6 | ||
| 5 | -82 | -9 | 61 | 37.0 | -19.7 | 37.0 | -19.7 | ||
| 6 | -152 | -21 | 113 | 68.6 | -36.4 | 68.6 | -36.4 | ||
| After Vibration | 1 | -119 | 5 | 63 | 61.5 | -15.2 | 59.2 | -12.9 | |
| 2 | -102 | -8 | 45 | 53.8 | -6.7 | 52.7 | -5.6 | ||
| 3 | -125 | -11 | 81 | 59.2 | -22.9 | 59.0 | -22.6 | ||
| 4 | -92 | -9 | 63 | 42.8 | -18.8 | 42.7 | -18.7 | ||
| 5 | -55 | 8 | 58 | 21.3 | -23.8 | 21.2 | -23.6 | ||
| 6 | -123 | -15 | 85 | 57.0 | -25.5 | 56.9 | -25.5 | ||
| Nodular Iron (QT600-3) | Before Vibration | 1 | -81 | -23 | 69 | 44.3 | -31.9 | 43.4 | -31.0 |
| 2 | -77 | -17 | 65 | 41.8 | -29.4 | 41.4 | -29.0 | ||
| 3 | -85 | -31 | 72 | 47.5 | -34.0 | 45.6 | -32.2 | ||
| 4 | -86 | 3 | 65 | 48.8 | -27.1 | 48.3 | -26.5 | ||
| 5 | -93 | -22 | 61 | 54.8 | -21.7 | 54.7 | -21.6 | ||
| 6 | -81 | -11 | 56 | 46.9 | -21.0 | 46.9 | -21.0 | ||
| After Vibration | 1 | -71 | -19 | 65 | 37.7 | -31.5 | 36.8 | -30.6 | |
| 2 | -68 | -15 | 33 | 43.1 | -7.0 | 43.1 | -6.9 | ||
| 3 | -61 | -25 | 61 | 32.7 | -32.7 | 30.2 | -30.2 | ||
| 4 | -66 | -5 | 48 | 37.6 | -19.0 | 37.5 | -18.9 | ||
| 5 | -78 | -11 | 55 | 44.8 | -21.1 | 44.8 | -21.1 | ||
| 6 | -65 | -9 | 45 | 37.6 | -16.9 | 37.6 | -16.9 |
Vibration ageing reduced the maximum residual stress in gray iron cast iron parts from 73.4 MPa to 61.5 MPa and in nodular iron cast iron parts from 54.8 MPa to 44.8 MPa. While this indicates a positive effect, the reduction is less pronounced compared to thermal ageing. Vibration ageing is advantageous for large or complex cast iron parts where thermal treatment might be impractical, but it may not achieve the low-stress levels required for high-precision applications. Therefore, for cast iron parts demanding stringent dimensional stability, thermal ageing remains superior.
To validate these findings in real-world scenarios, I applied the techniques to actual cast iron parts. For instance, a 15-ton HT300 gray iron machine tool bed was subjected to the stepwise thermal ageing process. The residual stress measurements before and after treatment demonstrated a significant drop from 110.5 MPa to 41.9 MPa, with most values falling below 20 MPa. This confirms the practicality of thermal ageing for large cast iron parts in industrial settings. Similarly, for a massive 130-ton QT600-3 nodular iron crossbeam, which is challenging to heat-treat, I used a combination of high CE (4.53%), low knock-out temperature (below 300°C after 10 days of mold cooling), and vibration ageing. The chemical composition and properties of this crossbeam are shown below.
| Element/Property | Value |
|---|---|
| C (%) | 3.76 |
| Si (%) | 2.27 |
| CE (%) | 4.53 |
| Mn (%) | 0.47 |
| P (%) | 0.042 |
| S (%) | 0.012 |
| Cu (%) | 0.56 |
| Sn (%) | 0.054 |
| Tensile Strength (MPa) | 685 |
| Elongation (%) | 4.1 |
| Elastic Modulus (GPa) | 167 |
| Hardness (HB) | 219 |
The microstructure of this crossbeam revealed fine, uniformly distributed graphite spheres with a nodularity of about 93% and a pearlite matrix fraction of 98%, contributing to its high strength and low stress. Vibration ageing further reduced the maximum residual stress from 103.6 MPa to 87.6 MPa, showcasing how integrated approaches can benefit heavy cast iron parts. These applications underscore the versatility of the proposed measures for diverse cast iron parts.

In discussing the mechanisms behind residual stress reduction in cast iron parts, it is essential to consider the role of material properties and processing parameters. The elastic modulus \(E\) plays a key role in stress calculations, as seen in the formulas above. For cast iron parts, \(E\) can vary based on composition and microstructure; for example, alloying elements like Cu and Sn increase \(E\), enhancing stiffness but also influencing stress distribution. The relationship between CE and residual stress can be expressed through empirical models, such as:
$$ \sigma_{res} \propto \frac{1}{\sqrt{CE}} $$
This inverse correlation suggests that higher CE values promote graphite precipitation, which absorbs stress during solidification via expansion, thereby reducing residual stress in cast iron parts. Additionally, the cooling rate \( \frac{dT}{dt} \) affects stress generation; slower cooling, as achieved with low knock-out temperatures, minimizes thermal gradients according to Fourier’s law:
$$ q = -k \nabla T $$
where \(q\) is heat flux, \(k\) is thermal conductivity, and \(\nabla T\) is the temperature gradient. By reducing \(\nabla T\) in cast iron parts, we lower the thermal stresses that contribute to residual stress. Thermal ageing leverages Arrhenius-type kinetics for stress relaxation:
$$ \tau = \tau_0 \exp\left(\frac{Q}{RT}\right) $$
Here, \(\tau\) is relaxation time, \(Q\) is activation energy, \(R\) is gas constant, and \(T\) is temperature. Holding cast iron parts at elevated temperatures accelerates dislocation climb and grain boundary sliding, facilitating stress relief. Vibration ageing, on the other hand, induces cyclic stresses that can be described by:
$$ \sigma_{vib} = \sigma_0 \sin(\omega t) $$
where \(\sigma_0\) is amplitude and \(\omega\) is frequency. When superimposed on residual stress, this can cause localized yielding in cast iron parts, reducing overall stress levels.
Throughout this study, the importance of comprehensive process control for cast iron parts cannot be overstated. By integrating CE optimization, controlled knock-out temperatures, and appropriate ageing treatments, manufacturers can produce cast iron parts with minimal residual stress. This not only prevents failures like cracking but also enhances the longevity and precision of components. In my experience, cast iron parts treated with these methods exhibit improved performance in demanding applications, from machine tools to automotive systems.
In conclusion, my research demonstrates that residual stress in cast iron parts can be effectively managed through tailored工艺 approaches. Key recommendations include maintaining CE within 3.75% to 3.85% for gray iron cast iron parts and 4.40% to 4.60% for nodular iron cast iron parts, using composite alloying to bolster properties. Knock-out temperatures should be kept below 300°C to leverage slow cooling benefits. Thermal ageing via a stepwise heating and cooling protocol is highly effective, achieving residual stresses below 20 MPa for gray iron and below 50 MPa for nodular iron cast iron parts. Vibration ageing offers a supplementary option, particularly for large cast iron parts where thermal treatment is feasible, though it is less potent. By adopting these strategies, the industry can advance the production of high-integrity cast iron parts, ensuring它们 meet stringent standards for accuracy and durability. Future work may explore numerical modeling to predict stress in cast iron parts or develop new alloy systems for further optimization, but the present findings provide a solid foundation for improving cast iron part manufacturing.
