In our study, we focused on the performance of tapered roller bearings used in gear shafts within electric multiple unit reduction gears. These bearings are lubricated by gear oil splashed from rotating gears, and their reliability is highly dependent on proper adjustment of bearing clearance, known as the end play value. Changes in environmental temperature and initial assembly conditions can cause this clearance to deviate from its set value, potentially leading to thermal seizure. To understand how rotational conditions affect gear shaft bearing characteristics, we conducted bench tests under varying initial end play values and environmental temperatures. Our findings indicate that bearing clearance decreases immediately after rotation begins, with more pronounced reductions observed at lower initial end play values and colder environmental temperatures.
The gear shaft, a critical component in transmission systems, experiences significant thermal and mechanical stresses during operation. In this context, the gear shaft’s role in transmitting torque and supporting rotational motion makes it susceptible to performance issues if bearing clearances are not optimized. We aimed to quantify these effects through experimental analysis and mathematical modeling, emphasizing the relationship between gear shaft dynamics and bearing behavior.

Our experimental setup involved a reduction gear test rig that simulated real-world operating conditions. The gear shaft, driven by an electric motor, rotated at speeds corresponding to vehicle velocities up to approximately 320 km/h. We measured temperatures at multiple points, including the gear shaft ends and bearing outer rings, using thermocouples and infrared thermography. Torque on the gear shaft was monitored to assess mechanical resistance. The initial end play value was adjusted by inserting shims of varying thicknesses between the reduction gear housing and bearing covers, and all measurements were converted to reference values at 20°C for consistency.
The influence of the gear shaft on overall system performance cannot be overstated. As the primary rotating element, the gear shaft’s thermal expansion and interaction with bearings directly impact clearance changes. We derived a formula to calculate the end play value during rotation, considering thermal expansion coefficients and temperature differentials. This formula is expressed as:
$$ \Delta a = \Delta a_{20} + (t_c – 20) \alpha_c L_c – (t_h – 20) \alpha_h (L_c – L_b) – (t_s – 20) \alpha_s L_b $$
where $\Delta a$ is the operational end play value, $\Delta a_{20}$ is the initial end play at 20°C, $t_c$, $t_h$, and $t_s$ are the temperatures of the reduction gear housing, bearing cover, and gear shaft, respectively, $\alpha_c$, $\alpha_h$, and $\alpha_s$ are their thermal expansion coefficients, and $L_c$ and $L_b$ are dimensional parameters related to bearing placement. This equation highlights how temperature variations in the gear shaft and surrounding components drive clearance adjustments.
| Parameter | Value |
|---|---|
| Housing Material | Aluminum Alloy Casting |
| Bearing Cover Material | Carbon Steel for Machine Structures |
| Gear Shaft Material | Alloy Steel for Machine Structures |
| Bearing Type | Tapered Roller Bearing |
| Bearing Dimensions | Outer Diameter 150 mm, Inner Diameter 70 mm, Assembled Width 38 mm |
We performed tests under different initial end play values and environmental temperatures, as summarized in Table 2. The gear shaft rotation pattern included gradual acceleration to a maximum speed of 6000 rpm, mimicking actual vehicle operation. Lubrication was provided by gear oil with specific viscosity characteristics, and cooling was applied via air blowers. Our measurements focused on temperature rises and torque variations, particularly on the gear shaft, to evaluate performance under diverse conditions.
| Condition | Details |
|---|---|
| Rotation Direction | Forward |
| Rotation Pattern | Gradual acceleration to 6000 rpm over time |
| Lubricant | Gear Oil (Viscosity Index 105, Kinematic Viscosity 9.9 mm²/s at 100°C, 78.7 mm²/s at 40°C) |
| Oil Volume | 2.95 L |
| Cooling Rate | 10 m/s (air cooling) |
| Initial End Play Range | 0.06 mm to 0.31 mm |
| Environmental Temperature Range | 6.6°C to 29.1°C |
Results from our tests revealed that the gear shaft end exhibited the highest temperatures in the system, confirming the gear shaft bearings as the primary heat source. Infrared thermography showed concentrated heating near the gear shaft bearings within 300 seconds of rotation start. Temperature increases were more rapid at lower initial end play values and colder environmental temperatures, as detailed in Table 3. For instance, with an initial end play of 0.06 mm and environmental temperature around 20°C, the gear shaft end temperature surged to 80°C within 600 seconds, followed by a slower rise. This behavior is attributed to increased bearing load zones and higher friction at reduced clearances, which amplify heat generation along the gear shaft.
| Initial End Play (mm) | Environmental Temperature (°C) | Max Temperature Rise Rate (°C/10s) |
|---|---|---|
| 0.06 | 20.0 | 1.8 |
| 0.11 | 20.0 | 1.2 |
| 0.31 | 20.0 | 0.7 |
| 0.11 | 9.1 | 2.1 |
| 0.11 | 13.7 | 1.5 |
| 0.11 | 24.8 | 0.9 |
Torque measurements on the gear shaft further underscored these effects. The maximum torque occurred immediately after rotation initiation and decreased over time, stabilizing after approximately 1000 seconds. Lower initial end play values and environmental temperatures resulted in higher peak torques, as shown in Table 4. This increase is linked to greater rolling resistance and oil viscosity, which impose additional loads on the gear shaft. The relationship can be modeled using a simplified equation for torque $T$ as a function of end play $\Delta a$ and temperature $t$:
$$ T = k_1 \frac{1}{\Delta a} + k_2 \eta(t) $$
where $k_1$ and $k_2$ are constants, and $\eta(t)$ represents the temperature-dependent oil viscosity. This formula illustrates how decreases in end play and temperature elevate torque demands on the gear shaft.
| Initial End Play (mm) | Environmental Temperature (°C) | Max Torque (Nm) |
|---|---|---|
| 0.06 | 20.0 | 145 |
| 0.11 | 20.0 | 120 |
| 0.31 | 20.0 | 95 |
| 0.11 | 9.1 | 160 |
| 0.11 | 13.7 | 135 |
| 0.11 | 24.8 | 110 |
Analysis of end play changes during rotation revealed a critical trend: the end play value decreases shortly after rotation starts, with the extent of reduction being more significant at lower initial end play and environmental temperatures. Using the thermal expansion formula, we computed minimum end play values and maximum reductions, as summarized in Table 5. For example, at an initial end play of 0.10 mm and environmental temperature of 10°C, the end play reduction exceeded 0.05 mm, increasing the risk of thermal seizure due to elevated friction on the gear shaft.
| Initial End Play (mm) | Environmental Temperature (°C) | Min End Play (mm) | Max Reduction (mm) |
|---|---|---|---|
| 0.06 | 20.0 | 0.02 | 0.04 |
| 0.11 | 20.0 | 0.06 | 0.05 |
| 0.31 | 20.0 | 0.26 | 0.05 |
| 0.11 | 9.1 | 0.04 | 0.07 |
| 0.11 | 13.7 | 0.05 | 0.06 |
| 0.11 | 24.8 | 0.08 | 0.03 |
The gear shaft’s thermal behavior plays a pivotal role in these dynamics. As the gear shaft heats up faster than the housing during initial rotation, its expansion reduces clearance, leading to a feedback loop where decreased clearance increases friction and further heating. This cycle can be described by a differential equation for temperature change $\frac{dt_s}{d\tau}$ relative to time $\tau$:
$$ \frac{dt_s}{d\tau} = C_1 \Delta a^{-1} + C_2 (t_s – t_c) $$
where $C_1$ and $C_2$ are constants derived from material properties and operating conditions. Solving this equation numerically for various scenarios showed that gear shaft temperature escalates rapidly when end play is minimal, corroborating our experimental observations.
In discussing the implications, we emphasize that the gear shaft’s performance is intimately tied to bearing clearance and environmental factors. Optimizing initial end play values based on expected temperature ranges can mitigate risks of thermal damage. For instance, in colder climates, using higher initial end play or low-viscosity oils can reduce the strain on the gear shaft. Our data also suggest that continuous monitoring of gear shaft temperatures and torques could enable real-time adjustments in operational protocols.
In conclusion, our study demonstrates that rotational conditions significantly impact gear shaft bearing performance. The gear shaft experiences the highest thermal loads, and its behavior is sensitive to initial end play and environmental temperature. We found that lower initial end play and colder temperatures accelerate temperature rises and torque peaks on the gear shaft, primarily due to increased bearing friction and oil viscosity. The end play value decreases during initial rotation, with reductions being more pronounced under these conditions, potentially leading to thermal seizure if unaddressed. These insights highlight the importance of tailored clearance settings and temperature management for enhancing the reliability of gear shaft systems in automotive applications.
Future work could explore advanced lubrication techniques or materials with lower thermal expansion coefficients to stabilize gear shaft operations. Additionally, integrating sensor-based feedback systems could provide dynamic control over bearing clearances, further safeguarding the gear shaft against performance degradation. Through continued research, we aim to refine these strategies, ensuring the durability and efficiency of gear shaft components in high-speed transport systems.
