1. Introduction
In the recent global automotive industries, an automatic transmission is a well-known mechanical system which is used in automotive vehicles and plays an important role in changing speeds and torques for proper operating conditions. The automatic transmission mainly consists of planetary gear sets of power transmitting components and brakes and wet clutches of mechanical friction components. A planetary gear set is composed of three central members which are the sun and ring gears and the carrier which holds multiple and identical planet gears. The transmission delivers multiple speeds by disengaging or engaging friction devices to connect central members of planetary gear sets. A planetary gear set has powerful and spatial advantages which are its high power density and compact design coming from co-axial arrangements. However, this spatial advantage of co-axial installations mechanically requires not only connection parts, such as transmission hubs and drums, for linking central members, but also rolling element bearings for allowing them to relatively rotate under diverse load conditions. Although multiple speeds are provided from an automatic transmission, a limited power efficiency is achieved with structural complexities and many mechanical parts. However, as dealing with many parameters in designing an automatic transmission, there are still possibilities to improve power efficiency by systematically investigating parameters and resultant operation performances. In an automatic transmission structure, bearings are regarded as an important mechanical part to support shaft and other parts delivering powers in the limited space, and its dimensions and performances are related to other mating parts. Therefore, for improving the transmission power efficiency, a systematic analysis is needed, which considers the around parts affecting bearing power losses as well, even though the contribution of bearing power loss is not dominant in the entire power losses.
Studies on power loss subjects related to gear pairs, bearings, and gear systems have been extensively performed and presented by many researchers [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14]. For rolling element bearings, empirical models of power losses and friction moments involving mechanical loads and fluid viscous frictions are found in the literature [
1,
2,
3], while the SKF Group [
4] developed a model composed of individual contributions of rolling, sliding, sealing and drag. The model reflects practical designs and operations of bearings by adopting several design and operation factors. Power loss analysis of rolling element bearings with gear fluids containing water was performed by Yilmaz et al. [
5], and the load-dependent and independent losses were presented with comparing the analysis results of water containing fluids and conventional gear oils. Furthermore, for analyzing bearing loads affecting power losses, a load distribution model of ball and roller bearing with clearances was proposed by Xiaoli et al. [
6]. The load distribution on rolling elements is analyzed in static equilibrium condition including contact deformations and forces based on hertzian theory. A bearing model presented by Tomovic [
7] is a load calculation model using a load factor to predict the most loaded rolling element of a bearing, including internal radial clearance. As a critical factor affecting power losses, viscometric study of automatic transmission fluids (ATF) on power efficiency was performed under various oil temperatures by Vickerman et al. [
8], and it was presented that viscous properties of ATF affect mechanical power efficiency in transmission operations.
As a system level consisting of gears, bearings and shafts, such as a gearbox or transmission, Talbot et al. [
9] proposed a power loss model for an axle, which includes contributions of rolling and sliding of hypoid gears, loads and spins of radial rolling bearings, as well as drags, while splash power losses in a gearbox were analyzed by simulations of computational fluid dynamics and the influences of design parameters on the losses were presented by Gorla et al. [
10]. Laderou et al. [
11] developed a tapered bearing model and dynamic model of parallel shaft gear systems in order to predict the transmission power efficiency considering the effects of temperature on bearing preload. Michaelis et al. [
12] proposed that the influential factors affect power loss of a gearbox by investigating bearings, gearings, oil temperatures, and gear churning under load and no-load conditions. Changenet et al. [
13] proposed a thermal network model to predict power loss of a manual transmission. The model consists of power loss factors including gearing, bearing, and oil churning affected by temperatures, and power efficiency of the manual gearbox was predicted by considering thermal influences on power loss factors. However, these studies performed in the system level did not cover transmission structures consisting of multiple decks of planetary gear sets, thus it was not presented that the correlations of bearing power losses and thrust loads resulted due to helix angles of a planetary gear train. There are several studies on transmission power efficiency including planetary gear sets [
14,
15], however efficiency analysis and methodologies have been proposed for conceptual structures not considering bearings.
In order to analyze bearing power losses, modeling an automatic transmission including planetary gear sets is one of main tasks in this study, and the related literature was reviewed accordingly. For investigating basic performances of a concept design, Kahraman et al. [
16] and Raghavan [
17] proposed systematic methodologies for analyzing kinematics and power flows of a schematic structure. del Castillo [
18] proposed a graph-based method to construct a basic structure of a planetary gear train by enumerating connections for central members of planetary gear sets. Related to a given basic structure, Kwon and Kahraman [
19] presented a graph-based method to investigate if a given schematic structure can be assembled in rotation plane. For designing planetary gear sets, several earlier publications [
20,
21,
22,
23] suggested design methods defining gear geometry parameters and avoiding interference conditions. Kwon et al. [
24,
25] proposed a design search for planetary gear sets, which considers geometry and performance parameters of external and internal gear meshes simultaneously. While there are diverse studies covering concept structure design, kinematics and gear designs, it is difficult to find literature regarding bearings investigated in the system levels, which are installed in an automatic transmission consisting of several planetary gear sets.
Although there is an extensive quantity of literature related to power losses, limited studies analyzing them in a system level are found amongst them. Furthermore, it is quite difficult to find any research considering the directions of gear helix angles systematically affecting power losses in planetary gear trains. Some analysis and design studies concerning helix angles of gears are found in gear research areas, however their objects are mostly focused on dynamic effects or design optimizations [
26,
27].
In this manuscript, in order to fill a void in the research areas of bearing power losses affected by the designs of helix angles in a complete transmission system, the influences of thrust loads resulting from helix angle directions of planetary gear sets on bearing power losses are investigated in a system level of a planetary gear train. As an automatic transmission structure changes speed drives, various amounts of loads are applied to bearings accordingly. Therefore, bearing power loss must be analyzed in an entire transmission system for diverse drive situations. For the system level analysis, first a planetary gear train model is constructed referring to an exemplary automatic transmission [
28], and the structural analysis for diverse combinations of helix angle directions of planetary gear sets is executed for predicting thrust loads on bearings. Bearing power losses occurring in the transmission are calculated by utilizing the bearing power loss model, and the results of total bearing power losses of the entire combinations are discussed to show the influences of helix angle directions on bearing power losses in a planetary gear train.
Figure 1 displays a flowchart of distinct processes for the bearing power loss analysis in this study. The first four processes from the top in the figure are designated to build an automatic transmission model. The fifth and last are the processes of structural and bearing power loss analyses, respectively.
2. Automatic Transmission Modeling
For analyzing axial loads acting to bearings of an automotive transmission, a transmission model needs to be constructed above all. In this section, fundamental parts of a transmission modeling are described thoroughly. A design and development of a new transmission starts from a concept design which is called a skeleton structure shown in
Figure 2, and all parts of the entire system are designed by analyzing and evaluating operating speeds and loads in component and system levels. As displayed in
Figure 2, a concept structure presented in reference [
28] is chosen as an example structure in this study. The example consists of four decks of planetary gear sets, five friction devices, input and output. In the figure,
S,
C and
R denote the sun gear, carrier and ring gear, respectively, and
BR and
CL mean brake and clutch devices, respectively. Thus,
S1 and
R4 represent the sun gear of the first planetary gear set and the ring gear of the last (or fourth) planetary gear set respectively. Based on a given structure, the following analysis and design processes are performed for completing a three-dimensional transmission model.
2.1. Kinematics and Power Flows of a Transmission Structure
Analysis described in this subsection is important to compute applied torques on central members of planetary gear sets for designing gear geometry profiles as well as investigate rotational speeds of thrust bearings for calculating bearing spin power losses. For the analysis of both kinematics and power flows of a given automatic transmission structure, the formulations proposed by Kahraman et al. [
16] are utilized and described briefly as follows.
2.1.1. Planetary Gear Train Kinematics
Kinematics of a planetary gear train can be analyzed by solving a linear matrix formed by the generalized formulation approach. The generalized formulations consist of three groups of equations, which are (1) kinematic equations of planetary gear sets, (2) constraint equations and (3) an input equation.
As shown in
Figure 3, two types of planetary gear sets are generally used to build a planetary gear train. In
Figure 3a, one is a single-planet (simple) planetary gear set which includes the sun gear
s, ring gear
r and carrier
c supporting
number of planet gears
p. Central members of the planetary gear set form external and internal gear meshes. The external and internal gear meshes mean conjugations of the sun-planet gears and ring-planet gears, respectively, with a carrier connection. These external (
s-p-c) and internal (
r-p-c) gear meshes hold corresponding gear mesh kinematic equations which are given as
where
and
denote the absolute angular velocity and the number of teeth of a gear. Subscript
s,
r,
p and
c mean the sun, ring and planet gears and the carrier, respectively. The other type shown in
Figure 3b is called a double-planet planetary gear set which consists of the sun and ring gears and the carrier holding inner planet gears
pi and outer planet gears
po. Two external and one internal gear meshes are formed by central members with inner and outer planet gears. Kinematic equations representing the double planet planetary gear set are given as
where subscript
pi and
po denote an inner and outer planet gear, respectively.
Constraint equations involve two cases of central member connections. The first case means that amongst central members of several decks of planetary gear sets, two member
i and
j of them, which are connected by a rigid connection, have the same angular velocity. The other is a fixed connection where central member
k is connected to a transmission housing by brakes and does not rotate. Lastly, an input equation for transmission input member
m needs to be specified with a designated input value
. These constraint and input equations are represented mathematically as
All linear algebraic equations including kinematics of planetary gear sets, constraints, and an input can be developed into a matrix form
AX = B with a matrix
A involving the whole equations, an unknown vector
X comprised of angular velocities, and a vector
B having one non-zeros component and the others being zero. For a given schematic diagram in
Figure 2 along with the actuation scheme in
Table 1, rotational speed ratios of central members of planetary gear sets are analyzed for 8 forward and 1 reverse drives with respect to an input of
, and the results of the kinematic analysis are presented in
Table 2a.
2.1.2. Planetary Gear Train Power Flows
Power flow analysis is important to calculate applied torques on central members of planetary gear sets in order to design these components in terms of strength and durability of gears. For analyzing power flows, moment and power equilibrium equations are needed for every planetary gear set. These two equilibrium equations for
j-th planetary gear set are given as
where
and
T denote the number of planetary gear sets and torque values, respectively. For subscripts,
i and
j mean a planetary gear set number (i.e.,
), and
k and
m are one of
s,
c,
r (i.e.,
). In Equations (6) and (7),
,
and
mean the external torques acting to
s,
r and
c of
j-th planetary gear set respectively, and
stands for connection torque on
m central member of
j-th planetary gear set, which is applied by
k central member of
i-th planetary gear set.
in Equation (7) is calculated from kinematic analysis described earlier. In the power equilibrium shown in Equation (7), a power loss term is not included with the assumption that no mechanical power loss occurs in planetary gear decks. In addition, two groups of additional equations which involve constraints and torque assignments are necessarily prepared for completing the entire formulations of power flow analysis. Constraint equations formed by the connected members are torque balance equation of
. Torque assignments present which external torques are applied to central members. If external torque
is assigned to the central member
k which are neither an output nor stationary member,
, otherwise
. For the assignments of output and stationary members, no equation is required, since torques externally acting to them are determined by computations. Finally, power flow analysis computing torques acting to central members of a planetary gear train can be achieved by solving these linear equations. For the example structure, the power flow analysis is performed for 9 speed drives with an input torque of
, and
Table 2b shows the results of torque ratios of central members.
2.2. Planetary Gear Set Designs
In designing gear geometry profiles of a planetary gear set, spatial requirements of minimum (or maximum) diameters of gears, face widths, and so on, and performance analysis of contact stress, transmission error, and others must be considered simultaneously, since a restricted space is allowed in the transmission and qualified performance must be guaranteed for gear durability and vibration. The planetary gear set consists of the sun, ring and multiple planet gears, and these sun-planet and ring-planet gears rotate simultaneously with forming the external and internal gear meshes. Therefore, identifying individual gear profiles must examine geometrical violations which would occur between gears in mesh and adjacent planet gears. This design complexity makes it more difficult designing a planetary gear set.
For the design of planetary gear sets in the automatic transmission, a methodology of a design search of a planetary gear set proposed by Kwon et al. [
24] is utilized in this study. The methodology is comprised of three separate stages of (1) generating a group of gear designs, (2) analyzing performances of designs, (3) selecting the best designs by considering confined ranges of performance indices. The first stage is to generate a large group of design candidates which have acceptable gear geometries within defined design parameters of ring-to-sun gear ratio, pressure angle, backlash and others and do not violate any geometrical interferences such as undercut, root/tip interference and so on. The next is to analyze loaded tooth transmission errors, contact and root stresses of each design candidate of a generated design group by a loaded tooth contact analysis model developed by Houser and Harianto [
29]. Lastly, the best designs are searched by eliminating the designs in the complete design group, which do not meet any of multiple bounded ranges of selected performances.
Designs of 4 decks of planetary gear sets are made by using the design search methodology, and the gear profiles and analysis results are shown in
Table 3. In the table, as the gear geometry parameters,
Z,
m,
PA,
HA,
CD and
FW denote the number of teeth of a gear, module, pressure and helix angles, center distance and face width, respectively.
and
mean outer and root diameters of a gear.
TT represents the transverse tooth thickness at the diameter called as tooth thickness diameter
TTD. As the performance parameters,
TE and
imply the motion transmission error and contact stress. Here, the motion transmission error accepting as a gear vibration excitation source is a difference of the maximum and minimum translation amplitudes occurring in loaded gear rotations. For the loaded tooth contact analysis, the torques applied to gears are calculated by using the results of the power flow analysis in
Table 2b, and center distances which size the gear sets are defined by referring to previous research [
28]. Here, it should be noted that the helix angle directions of the gear set designs are not yet determined in left or right-hand direction.
2.3. Bearing Installations and Other Modelings
An automatic transmission generally includes three types of bearings for supporting rotating parts, which are thrust bearings for axial loads, radial bearings (journal and needle roller bearings) for radial loads and inclined contact bearings (ball and tapered roller bearing) for both thrust and radial direction loads. For all of these type bearings, the respective bearing models are used in building the transmission model in this study. As shown in
Figure 4, a total of 20 bearings are installed while the model is in construction, and it consists of 11 thrust bearings (highlighted in yellow), 8 radial bearings (tinted in green), and 1 of the inclined contact bearing (colored in blue). However, it should be noted that concept bearings are applied rather than practical bearings from bearing catalog, since the purpose of this modeling is to analyze thrust loads acting to bearings. Therefore, the concept bearings corresponding to thrust bearings and radial bearings are modeled as including the bearing stiffness in an axial and radial direction, respectively. For replacing the inclined contact bearing, the bearing model is set up to contain both axial and radial bearing models which are independent to each other. In this transmission model,
is defined for a value of the bearing stiffness in the axial and radial directions, and
is set for the moment stiffness of the bearings. For installing the bearings in the model, pitch diameters of the bearings are defined as shown in
Table 4. For setting planet bearings which are not labelled in
Figure 4, the concept bearings supporting radial loads are applied to pin shafts of planetary gear sets as well. However, since the scope of this study is the influences of thrust loads on bearing power losses, the planet bearings are not discussed precisely. As a central member of one planetary gear set is not closely connected to a member of another gear set, shafts, hubs, drums and other miscellaneous parts are used to link them mechanically for simultaneous rotations. In completing the transmission model, these parts are modeled with referring a cross section presented in Dick et al. [
28].
3. Bearing and Power Loss Analysis
As an essential mechanical element in a power transmitting system, bearings are installed to enable two adjacent parts to relatively rotate in different angular velocities. While delivering rotating power through shafts and gears carrying loads, bearings must support them against loads. Bearings are generally composed of rolling elements (balls or rollers), inner and outer races. While the inner and outer races of a bearing rotate, rolling and sliding occur between the surfaces of the rolling elements and races. Furthermore, for radial roller bearings with flanges, roller end-race flange sliding frictions take place by thrust loads. These physical phenomena yield friction power losses in the mechanical aspect. In the aspect of fluid mechanics, as a form of viscous friction, viscosity of ATF yields power losses in bearing rotations. Practically, bearing power loss is a complicated outcome involving mechanical, viscous, thermal and other factors, and it is difficult to not only predict the influences of the individual factors but also form theoretical models. Hence, research [
1,
2,
3,
4] for predicting bearing power losses has proposed empirical models including critical parameters. In this research, the power loss models proposed by Harris and Kotzalas [
1] are adapted for predicting bearing power losses, since the models are composed of mechanical and spin power losses which can be analyzed straight forwardly with the results of the kinematic and structural analyses. Furthermore, the power loss models are represented as simple functions including mainly applied loads and rotational speeds along with less constant factors defining bearing types, lubricant conditions and other operations.
Harris and Kotzalas [
1] identified generally two contributions to bearing power losses, which are mechanical power loss
(load dependent) and spin power loss
(load independent), and proposed empirical formulations of bearing friction torques and power loss for rolling element bearings supporting loads in the axial and radial directions. Here, it should be noted that rolling bearing friction torques predominantly result from applied loads and lubricant viscous frictions. Furthermore, an influence of roller end-race flange sliding friction is included for radial roller bearings carrying axial loads. Since the purpose of this study is to predict bearing power losses resulted by thrust loads acting on bearings, the selected formulations are used for the analysis. Formulations of bearing power loss
for thrust cylindrical roller bearings are given as
where
,
,
n and
denote an axial load, pitch diameter of a bearing, rotational speed and lubricant kinematic viscosity, respectively.
represents a value of lubrication type covering grease, oil bath, and oil jet for thrust cylindrical roller bearing. Here, it should denote that the Equation (9) contains a power loss term for thrust loads since roller end-race flange friction is not involved in the case of the bearing type.