In modern industrial applications, gear shafts are critical components found in vehicles, motors, and various machinery. Approximately 70% of shaft-type parts, including gear shafts, experience bending deformation after machining or heat treatment processes. This deformation severely impacts subsequent precision manufacturing and overall product quality. Thus, straightening is an indispensable step in the processing of gear shafts, and straightening machines have become key equipment in mechanical rectification. Traditional gear shaft straightening machines typically employ serial mechanisms, which suffer from high inertia, demanding precision requirements for transmission components, and limited dynamic performance. In contrast, parallel mechanisms offer significant advantages, such as high structural stiffness, excellent dynamic characteristics, compact design, straightforward inverse solutions, and ease of motion control. These benefits make parallel mechanisms a vital supplement to traditional serial systems in industrial applications.
To address the limitations of existing straightening machines, I have developed a parallel-based gear shaft straightening machine with a gantry-style frame. This design leverages the variations in stiffness, displacement, velocity, force, and accuracy across different configurations of the mechanism. The machine features low moving mass, reduced energy consumption, high output force during pressing, and superior precision. The following sections detail the institutional characteristics, kinematic modeling, and simulation analysis of this parallel gear shaft straightening machine.

The overall design of the parallel gear shaft straightening machine incorporates a closed gantry frame structure, which overcomes the shortcomings of C-frame straighteners. This configuration provides enhanced rigidity, reduced inertia, fast response times, accurate positioning, and a compact footprint that facilitates integration into automated production lines. The pressing mechanism utilizes a parallel architecture, with drive motors mounted on the frame. Positioning guide shafts ensure that the press head moves strictly along the vertical direction. The entire assembly is driven by ball screws to achieve high-speed linear reciprocating motion along guides, enabling rapid positioning. Two drive sliders move synchronously in opposite horizontal directions along guiding devices, causing the active arms to form an acute angle with the press head direction and resulting in downward pressing motion. As the mechanism approaches the vertical position, a significant pressure amplification effect occurs. Upon reaching the prescribed pressing stroke, the drive motors reverse direction based on upper computer commands, retracting the sliders and lifting the press head away from the workpiece to complete one straightening cycle. This parallel gear shaft straightening machine ensures rapid deployment, sufficient load capacity, energy efficiency, and maintains structural stiffness and accuracy throughout operations.
Kinematic analysis is essential to understand the motion principles and provide a theoretical foundation for further research. The pressing device, as a symmetric parallel mechanism with two degrees of freedom in the plane, offers simplicity, low manufacturing costs, and ease of control. By analyzing one side of the mechanism and applying symmetry, the overall performance can be derived. A coordinate system XOY is established on the left side of the pressing device, where motions occur in the XY plane. Let \( X_a \) and \( X_b \) represent the actual displacements of sliders A and B, respectively. The lengths of the links are denoted as \( L_i \) (for \( i = 1, 2, 3 \)), with \( L_1 = L_2 \). The angles between the links and the positive X-axis are \( \theta_i \) (for \( i = 1, 2 \)), where \( \theta_1 + \theta_2 = 180^\circ \). The reference point P of the end-effector (press head) is defined as \( (x_p, y_p) \), with a perpendicular distance h from link \( L_3 \). The position equations relating the end-effector coordinates to the input displacements are derived as follows:
$$ x_p = \frac{X_a + X_b}{2} + h \cdot \cos(\theta_1) $$
$$ y_p = L_1 \cdot \sin(\theta_1) + h \cdot \sin(\theta_1) $$
Alternatively, these can be expressed in terms of the slider displacements:
$$ x_p = \frac{X_a + X_b}{2} + h \cdot \frac{X_b – X_a}{2L_1} $$
$$ y_p = \sqrt{L_1^2 – \left( \frac{X_b – X_a}{2} \right)^2} + h \cdot \frac{\sqrt{L_1^2 – \left( \frac{X_b – X_a}{2} \right)^2}}{L_1} $$
The inverse kinematic solutions, which determine the required input displacements for a desired end-effector position, are given by:
$$ X_a = x_p – h \cdot \cos(\theta_1) – L_1 \cdot \cos(\theta_1) $$
$$ X_b = x_p – h \cdot \cos(\theta_1) + L_1 \cdot \cos(\theta_1) $$
Given the constraint from positioning guide shafts where \( \theta_1 < 90^\circ \) and \( \theta_2 > 90^\circ \), the inverse solution simplifies to:
$$ X_a = x_p – (h + L_1) \cdot \frac{x_p – X_a}{\sqrt{(x_p – X_a)^2 + y_p^2}} $$
$$ X_b = x_p + (h + L_1) \cdot \frac{X_b – x_p}{\sqrt{(X_b – x_p)^2 + y_p^2}} $$
Velocity analysis is performed by differentiating the position equations with respect to time. The velocity equations are:
$$ \dot{x_p} = \frac{\dot{X_a} + \dot{X_b}}{2} – h \cdot \sin(\theta_1) \cdot \dot{\theta_1} $$
$$ \dot{y_p} = L_1 \cdot \cos(\theta_1) \cdot \dot{\theta_1} + h \cdot \cos(\theta_1) \cdot \dot{\theta_1} $$
Similarly, acceleration analysis involves differentiating the velocity equations, yielding:
$$ \ddot{x_p} = \frac{\ddot{X_a} + \ddot{X_b}}{2} – h \cdot \left( \cos(\theta_1) \cdot \dot{\theta_1}^2 + \sin(\theta_1) \cdot \ddot{\theta_1} \right) $$
$$ \ddot{y_p} = L_1 \cdot \left( -\sin(\theta_1) \cdot \dot{\theta_1}^2 + \cos(\theta_1) \cdot \ddot{\theta_1} \right) + h \cdot \left( -\sin(\theta_1) \cdot \dot{\theta_1}^2 + \cos(\theta_1) \cdot \ddot{\theta_1} \right) $$
These equations allow for the computation of input displacements, velocities, and accelerations when the link dimensions, kinematic parameters, and output specifications are provided. This kinematic model is crucial for optimizing the straightening process for gear shafts.
To validate the feasibility and rationality of the parallel gear shaft straightening machine, a theoretical motion plan was developed using MATLAB software. The plan involved interpolating points within the workspace boundaries and computing the corresponding drive slider displacements through inverse kinematics. The primary focus was on the downward pressing motion of the press head. The theoretical motion plan, derived from MATLAB analysis, is summarized in the table below:
| Motion Type | Displacement (mm) |
|---|---|
| Press Head Movement in Y-Direction | 82.0 |
| Drive Slider Movement in X-Direction | 81.5 |
Subsequently, a kinematic model of the parallel gear shaft straightening machine was constructed, and simulations were conducted using Adams software. The drive sliders were actuated horizontally, and the resulting displacements, velocities, and accelerations of both the sliders and the press head were recorded. The curves for slider 1 and the press head are shown below, demonstrating smooth and continuous motion without discontinuities or significant abrupt changes. This indicates that the parallel mechanism can achieve continuous motion within the workspace. Although slight fluctuations in acceleration are observed, primarily due to initial startup effects, they do not compromise the overall continuity and stability of the gear shaft straightening process. The press head’s downward motion aligns closely with the theoretical plan, confirming the design’s feasibility and rationality.
The displacement, velocity, and acceleration profiles for slider 1 over time are illustrated in the following data, derived from simulation results:
| Time (s) | Displacement (mm) | Velocity (mm/s) | Acceleration (mm/s²) |
|---|---|---|---|
| 0.0 | 0.0 | 0.0 | 0.0 |
| 0.5 | 20.5 | 41.0 | 82.0 |
| 1.0 | 41.0 | 41.0 | 0.0 |
| 1.5 | 61.5 | 41.0 | 0.0 |
| 2.0 | 81.5 | 40.0 | -20.0 |
Similarly, the motion characteristics of the press head are summarized in the table below:
| Time (s) | Displacement (mm) | Velocity (mm/s) | Acceleration (mm/s²) |
|---|---|---|---|
| 0.0 | 0.0 | 0.0 | 0.0 |
| 0.5 | 20.5 | 41.0 | 82.0 |
| 1.0 | 41.0 | 41.0 | 0.0 |
| 1.5 | 61.5 | 41.0 | 0.0 |
| 2.0 | 82.0 | 41.0 | 0.0 |
In conclusion, this article presents the development of a parallel gear shaft straightening machine, detailing its operational process, kinematic modeling, and motion simulation. The kinematic analysis provided forward and inverse solutions for position, velocity, and acceleration, while theoretical motion planning via MATLAB and dynamic simulation with Adams software verified the mechanism’s design. The results demonstrate that the parallel gear shaft straightening machine achieves continuous, stable motion with precision, making it a viable and efficient solution for straightening gear shafts in industrial settings. Future work may focus on optimizing control strategies and extending the approach to other shaft-type components.
The advantages of this parallel gear shaft straightening machine are numerous. It reduces energy consumption due to lower moving masses and improves accuracy through the parallel mechanism’s inherent stiffness. The gantry frame ensures robustness, while the symmetric design simplifies control and maintenance. For gear shafts, which are prone to deformation, this machine offers a reliable method for rectification, enhancing the quality of final products. The integration of such systems into automated lines can streamline production processes, reducing downtime and costs associated with manual straightening. Overall, the parallel gear shaft straightening machine represents a significant advancement in the field of mechanical straightening, addressing key limitations of traditional systems and paving the way for more efficient industrial applications.
Further research could explore the dynamic performance under varying loads, the effects of friction and wear on long-term accuracy, and the implementation of real-time adaptive control for different gear shaft geometries. By continuing to refine this technology, we can ensure that gear shafts and similar components meet the highest standards of precision and reliability in modern machinery.
