Abstract
In recent years, turbochargers have gained importance in the automotive industry, locomotive, and marine applications powered by diesel engines. Also, they are widely implemented in aerospace applications to enhance the engine's performance. The lightweighted turbochargers are implemented in aerospace and automotive industries having a rotational speed above 150,000 rpm; meanwhile, the turbochargers implemented in marine and locomotive applications are heavily sized, with rotational speeds around 30,000 rpm. By recovering waste energy from exhaust gases, the turbocharger provides higher inlet air pressure and mass to the engine and, in turn, boosts engine efficiency and reduces emissions. Bearings such as floating ring bearings, rolling element bearings, hydrodynamic bearings and gas foil bearings are the commonly supported bearings for turbochargers which can operate at higher speeds and are strongly nonlinear. However, while running, the rotor vibrates at sub-synchronous frequencies due to fluid instabilities. Instabilities occur in rotors mainly because of unbalanced, whirl, and whip phenomena of oil. Hence, along with the nonlinear and stability analysis, the thermo-mechanical effects must analyze thoroughly for better performance and improvement in the turbocharger's efficiency. The proposed study thoroughly reviews various analyses for a turbocharger rotor system assisted on the bearings mentioned above with different operating conditions. It explains the influence of the thrust bearing on the turbocharger dynamics. Further, the report includes additional guidelines on research topics that must explore extensively in the upcoming years.
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1 Introduction
Currently, on downsized automotive engines, the practices are aimed at achieving outstanding performance by reducing fuel consumption and adopting a new form of engines that are optimized in size to produce an equivalent amount of power to the larger machines and to abide by laws of the government requiring compliance with emissions standards. With the ever-reducing demand for emissions and fuel consumption reductions, smaller displacement engines or cylinders with a lesser quantity will reduce the vehicle's weight, leading to lower piston-to-cylinder friction and minimizing all driving-related losses. In addition, greenhouse gases such as carbonic acid (CO2) and nitrogen oxides (NOx) are related to reducing fuel consumption and emissions. However, this results in lower power of the engine. Furthermore, with the employment of booster devices, the increment in the specific capacity of the machine is possible through the introduction of turbochargers, which can utilize the energy confined by the hot exhaust fumes of the engine. Thus, the efficiency of the motor will increase. Figure 1 depicts the six kinds of turbochargers extensively applied in the automobile sector.
Figure 2 depicts the mean flow of energy in a traditional passenger automobile. The exhaust gases from gasoline and diesel engines may reach temperatures of 950C–1050°C and 820–850°C, respectively, and hence, the energy of enthalpy is exceptionally tremendous but utterly disregarded by the ecosystem. Turbochargers use a proportion of this energy to ramp up and increase the specific power of smaller engines [1]. Even at the lower speeds of the engine, the turbocharger can provide greater torque and make the engine more tranquil. Due to a large ratio of power to weight, better performance can be obtained at extreme elevations. Turbochargers give the ability to much larger ones by converting their energy into horsepower through an increase in power output of up to 40%.
Figure 3 represents the schematic depiction of a turbocharger for exhaust gases which features an actuator, compressor, turbine, and an assembly of rotation centrally housed (CHRA). The rotational shaft consists of dual impellers, i.e., a turbine and compressor wheel on either end assisted by fluid film bearings. The provision of these bearings is to withstand the vibrations in the lateral direction; in addition, the double-acting thrust bearing absorbs imbalances caused by the gas flows of the two impellers in the axial direction. Special attention must be maintained while examining the components since approximately 75% of turbocharger failures are due to the lubrication system and mechanical losses. More details about the working principle and the materials used for the components of a turbocharger can be found in Ref [1, 2].
1.1 Applications of turbochargers
The wide application of turbochargers over the past decade has recently interested many researchers to focus on this field. Commonly available turbochargers can be segmented into two major categories: those intended for application in trucks and automobiles and those used in low- and medium-speed railway traction diesel engines, applications for marines, etc. Cars fueled with gasoline and various custom-required automobiles using turbochargers, as illustrated by the flowchart, are shown in Fig. 4.
1.2 Types of bearings used in turbocharger
During the function of the turbochargers rotor, it can assist by a bearing system consisting of radial and thrust types, as depicted in Fig. 3. Various models of bearings can adapt for rotor assistance, such as rolling element [3], oil-free [4], semi-floating ring [5], and full floating ring [6]. Figure 5 depicts the flowchart for the different bearings used in the turbocharger applications. Figure 6 and 7 illustrate FRB, GFB, rolling and hydrodynamic bearings considered in this review article. Readers can find a detailed theoretical study and applications of FRB and rolling bearings in Ref [7], GFB in Ref [4], and hydrodynamic bearings in Ref [8], respectively.
1.3 Turbocharger failures
Generally, turbochargers will spin at high speeds, such as 200,000 rpm. An increment in the speed (Ω) of the rotor gives rise to rotational forces and leads to rotor excitation due to unbalance (U) as FUb = UΩ2 [7]. Additionally, low production quality and improper tolerances in assemblies lead to high amplitude vibrations, which cause the failure of bearings with raucous. Figure 8 depicts the various causes of the turbocharger’s failure.
1.4 Problem statement
As explained in Sect. 1.2, different bearings supporting the turbochargers can exhibit both linear and nonlinear characteristics at high rotational speeds. The operating speed of the turbocharger is very high; even a minor disturbance or vibration can lead to catastrophic system failures. The study of the turbocharger rotor's stability and dynamic analysis varies when it supports on different bearings. Each bearing has other dynamic characteristics based on operating conditions. The linear, nonlinear and thermo-mechanical phenomena must analyze for better stability conditions and excellent engine performance. Hence, this article will direct the readers to glimpse potential problems and upcoming views by reviewing the research performed on the mentioned analysis over the past three decades and the most recent findings to emphasize the path that research and development should consider in studying turbocharger dynamics. Figure 9 depicts the flowchart structure for the current article.
2 Stability and dynamic analysis of turbocharger rotor systems
The following section explains the literature survey on the stability and dynamic analysis of turbocharger rotors supported on different bearings, such as floating ring bearings, gas foil bearings, journal bearings and ball bearings.
2.1 Turbocharger rotor system supported on FRB
Generally, the turbochargers of automobile engines typically operate at more incredible rotational speeds and can assist by FRBs. FRBs have a higher load capacity than standard axial groove bearings [9]. Even a small amount of unbalance or defects in manufacturing may produce dangerous and high amplitude vibrations, which can run the system into a highly nonlinear characteristic region. During the run-up, the bifurcation occurs, and they rely heavily upon the bearing parameters and the rotor. These issues can fix by evaluating various nonlinearities to understand the dynamic characteristics of the turbocharger system [10]. The following sections will provide the research conducted in the past on the influences of various parameters on the stability and dynamic characteristics of the system.
2.1.1 Influences of unbalance
Knoll et al. [11] evaluated the FRB-assisted turbocharger rotor stability characteristics by developing a computer time-efficient approach by integrating a multi-body system with the floating bush. They demonstrated the amplitude fluctuation between unstable and stable states and how the unbalance caused the rotor to undergo synchronous vibrations and lower amplitude around the equilibrium point. The large eccentricities could lead to the rigid nature of the two bearings. Hence, in a brief instant, the deflection would increase rapidly in the turbine and compressor. Later, Kirk and Ali [12] suggested a novel technique for improving dynamic consistency by introducing an unbalance to the rotor of the turbocharger in both wheels to suppress the vibrations, which were subsynchronous by considering the initial unbalance \(\left({U}_{c}\right)\) value as 0.108 g mm, along with \(e/c=0.16.\) Their linear analysis results reported that when the turbocharger operated at higher speeds, the floating ring's forward mode of whirling would become unstable at the end of the compressor along with the remaining unstable forward modes, i.e., conical and cylindrical types. By inducing unbalance either to the compressor ends or to the turbine ends by a certain amount, they reduced the dominating first mode's amplitude of frequency, which was subsynchronous. In another nonlinear study, Zhang et al. [13] adapted the short-bearing approximation approach [14]. They observed three essential vibration components within the turbocharger's critical operating speed range caused by the rotor's imbalance and the interior and exterior oil film's unstable conditions, i.e., (i) A synchronous vibrational component when the shaft speed equals circular frequency. (ii) A vibrational component that was sub-synchronous when the circular frequency was nearly 40% of the speed of the shaft. (iii) A sub-synchronous vibrational component when the circular frequency was almost 18% of the speed of the shaft. An imbalance of the rotor and greater viscosity of the lubricant might prevent the formation of instability to the extent that the rotor system remains stable throughout a broad range of speeds. They noticed an enhanced damping effect in the exterior oil film and instability in the interior oil film at greater speeds. A prolonged oil whirl effect was noticed in the external oil film. Additional lubrication provided for the interior space increased the damping effect and significantly prevented the exterior oil film from becoming unstable. In another study, by applying various levels of unbalance in the impeller wheels, Bin et al. [15] reported that continuous increments in the unbalance could enhance the rotor's vibration amplitude. The asynchronous nature of the oil film was the leading cause of the extreme vibration. Their analysis revealed that the magnitude of unbalance was an efficient approach to acquiring the lower magnitude vibrations and stabilized operation of a high-speed rotor system. In a recent experimental study, Singh and Gupta [16] emphasized how the unbalance due to rotation and excitations of an engine influences the TC rotor systems. They observed that at elevated speeds, the sub-synchronized vibrations could reduce by the force of inertia developed because of rotational imbalances, which prevail over the forces of nonlinear bearing and excitations of an engine. Equations (1–2) depict the unbalance applied on turbine and compressor wheels [15].
2.1.2 Influences of oil whirl and whip
When the fluid film bearings in the turbochargers are lightly loaded, and if a viscous fluid is allowed to circulate in the clearance of the bearing with a half speed of the journal as a mean velocity, oil's more incredible rotational speed functions as a source of excitation termed oil whirl [17, 18]. As soon as the rotor attains the first critical speed, i.e., once its angular velocity closes toward twice the natural frequency, the phenomenon of oil whip [19] generates. It will persist with the increment in angular speed since the vibration frequency under self-excitation remains constant and close to the initial resonance frequency. When instability occurs, there is a high probability of vibrations when the whip/whirl frequency is in either mode, and they are subsynchronous [17]. During the whirling motion of the film, energy will transfer from rotor rotation into hydrodynamic film forces responsible for the movement of the nonlinear bearing. When excessive oil's self-excited vibration is with an unbalanced forced response, the turbocharger produces discordant noise, which can lead to turbine or compressor impeller degradation. It would lead to system instability, high vibrations, possible rubbing of the rotor and stator, and hence, possible destruction to the spinning machinery resulting in rotor-bearing system failure, reducing turbocharger operation efficiency and life [20]. Rotors assisted by bearings of fluid film type subjected to the issue of instabilities due to oil whip had already attracted a lot of attention. There are typically two approaches for analyzing such systems. (1) A problem of eigenvalue which results from linearizing the system/systems being modeled, and (2) the detailed model's simulation or numerical integration by using nonlinear differential equations. Several methods proposed by researchers for studying and characterizing the oil whirl phenomena, including shaft frequency and amplitude, oil supply pressure, film pressure, system limit cycles, clearance ratios, Hopf bifurcation analysis, finite element method, run-up and run-down simulations, gyroscopic effects and so on. Myers [21] analyzed fluid film bearings supporting simple rotors subjected to oil whirl with the help of Hopf's bifurcation theory [22] and observed the super- and subcritical bifurcations. They reported that stable orbits could be achieved even at rates greater or lesser than the speed of threshold limits; transitions from stability to instability do not occur gradually. Muszynska [22, 23] also performed similar stability thresholds, oil whirl, and oil whip studies. She noticed three eigenvalues for the rotor-bearing system. She predicted the system's natural frequency, synchronous rotor vibrations and two additional threshold stabilities in the initial zone of balanced critical speeds. Her studies revealed that rotor unbalances were directly influenced by the stability region's width, and oil-lubricated bearings could exhibit multiple regimes of vibration where fluid dynamic forces cause rotor self-excitation. Whirl smoothly transforms into a whip due to the increment in rotational speed, and the shaft's pure rotational motion became unstable and stable for the whirl regime beyond the threshold stability and different threshold stabilities reported stabilization and destabilization predictions. In another study, Shaw and Shaw [24] evaluated the qualitative effects of oil whirl behaviors by considering a rotor provided by an unbalance. With a π film, they adopted a 2D model with an extended bearing approximation to accommodate cavitation. They examined how periodic perturbations lead to Hopf bifurcation, and the rotor speed and system parameters under nonlinear resonance conditions can influence the system dynamics. Jian Ping et al. [25] analyzed a FEM-based continuum model in another study. They reported that the rotor system could fail due to oil whipping phenomena and noticed a more significant reduction in modes resulted in more errors. Later, their experimental results demonstrated that an increment in the speed causes oil whip. The whirl of oil caused double-period bifurcations, and Hopf bifurcations were due to the whip of oil. They suggested that while designing the rotors, both bifurcations should eliminate [26]. In another study, by using horizontal and vertical rotors and run-up and run-down simulations, De Castro et al. [27] reported that subsynchronous whirl was evident to a greater extent in the vertical rotor than in the horizontal rotor but nearly double the natural frequency noticeable from the whipping instability. An increment in the instability threshold occurs due to the increment in the moment of unbalance. Similarly, with the aid of Run-up simulations, Bernhard Schweizer [28] studied the FFRBs supported Laval (Jeffcott) rotor's oil whirl and whip instabilities. He reported that by neglecting the imbalance and gravity, a rotor with a perfectly circular orbit and limit cycle vibrations was often caused by an inner oil fluid film that was frequently unstable initially. Occurrence of oil film instability was noticed in outer film but it does not produce a circle-shaped limit cycle orbit. They noticed that when two limit cycles synchronizing each other cause Total Instability (TI) which were named as the internal (inner) and external (outer) oil whirl/whip synchronization, which could lead to rotor damage.
2.1.3 Influences of various parameters
Kirk et al. [2, 29] experimentally investigated the system's dynamic consistency, threshold speed for linear stability, and transient response for an automotive turbocharger by applying the DyRoBeS© finite element analysis code. For speeds above 100,000 rpm, they reported that the turbocharger could produce a strong displacement response, and compared with the turbine end, the end of the compressor could show an intense whirl. Various modes were noticed, and they suggested refining and upgrading the turbocharger rotor mass distribution could be an alternative approach to improving dynamic performance. Schweizer [30] developed the TC model as a multi-body system for 3D flexibility in another study. By varying the outer fluid film width and by considering a linearized system along with and without the gyroscopic effects, he reported that the whirl and whip of oil’s frequencies at the interior and exterior films of the turbocharger system cause the rotor to excite by two modes, i.e., the gyroscopic forward modes in conical and translational. Compared with the other fluid bearings, with the increment in rotational speed, the FRBs were vulnerable to instability due to vibrations generated by self-excitation. In a study, Boyaci et al. [31, 32] noticed the emergence of a low-amplitude limit cycle and bifurcations at both subcritical and supercritical points. The load parameter (σ) and clearance ratio (γ) govern the bifurcation. The lower, higher load parameter causes the super- and subcritical bifurcations; hence, they recommended choosing the load parameter (σ) as low as possible. By employing a numerical continuation approach on plain hydrodynamic bearings and FRBs, they reported that in plain journal bearings, vibrations of the rotor owing to whirl and whip of oil had reduced influence. Also, they noticed an unusual vibration pattern in the case of FRBs with various modes of interaction and occurrence of damage for the rotor in an area called critical limit cycles (CLC). Similar studies were performed by Amira Amamou [33] by controlling the parameter, i.e., journal speed and reported that proper choice in the bearing modulus plays a crucial role in evaluating the threshold speed of rotor stability and sequences of bifurcation. Due to the presence of manufacturing tolerance in FRB, the system would be inconsistent. Hence, it is essential to maintain appropriate ranges for bearing clearances. Their experimental results reported that stability boundaries of the floating ring might yield predictable super- or subcritical-type limit cycles which were stable or unstable [34]. In another study, Gunter and Chen [35] reported that the turbocharger might show instability at lower operating speeds due to the bearing's self-excitation. But, the existence of bearing forces with nonlinear nature could run the rotor with regulated limit cycle motion. An increment in the whirl motion could be possible by the increment in the clearance of the bearing, which leads the rotor to the conical whirling mode. The minor bearing clearances could cause a formation of weld joints between any of the impellers to the journal. Hence, the bushing's greater outer clearance acts as an adequate clearance of plain bearing, which gives rise to instability in the first two modes of whirling and reduces the life of the turbocharger. In another study, Bonello [36] adapted a modal-based technique and revealed that vibrations due to self-excitation were greatly diminished by applying ring rotational limits in the case of FRBs and observed more excellent stability of SFRBs than FRBs. They also observed that if the interior and exterior fluid films deteriorate concurrently, the system exhibits a new phenomenon called total instability (TI), which leads to an increment in the eccentricities of the journal; thus, failure of turbocharger might be possible. Bernhard Schweizer [37] studied the TI phenomena of a TC rotor system by using transient multi-body simulations and calculations of eigenvalues. He reported that the TI could express as dual limit cycles under synchronization. Either increment in imbalance, clearance of outer bearing, the width of inner bearing, or decrement in outer bearing’s width, the pressure of oil feed might reduce the threshold speed for TI phenomena. Similarly, Mutra and Srinivas [38] evaluated the turbocharger rotor system's dynamic characteristics during transient operational circumstances. Based on various parametric studies, they reported that angular acceleration and deceleration have negligible influence on system total stability. Still, the changes in clearances and static kind unbalances considerably affect the system. An extensive study by Tian et al. [6, 39, 40] under various conditions such as excitations of the engine and unbalance provided that at lower operating speeds, unbalance and vibrations induced by the engine would significantly impact the response of the rotor. At more incredible rotational speeds, they noticed suppression of the rotor's response by the vibrations generated from the instability of the oil film, and it was sub-synchronous. A run-up and run-down simulation techniques resulted that an increment in the exterior clearance of the bearing could eliminate the CLC vibrations in the size of the exterior clearance and ratios of ring speed. Further increment could initially move the amplitude of vibration to a more significant value, then decrease, and then abruptly rise by following a combo [41]. Mutra and Srinivas [42] studied the dynamic characteristics of a turbocharger rotor system under the combined periodic and emissive forces of ideal nonlinear exhaust gas. They adopted neural network schemes and modified cuckoo search to identify the response and parameters of the system. Based on the experimental and simulation studies, they reported that an increment in the rotor speed could change the critical speeds drastically. Furthermore, the interior oil film influenced the critical frequencies more than exterior film. Tamunodukobipi et al. [43] studied the unstable rotor dynamics of FRBs by utilizing an oil injection swirl-control mechanism (OISCM). They performed tests for various ratios of radius and ratios of clearances with different OISCMs within a particular load. Their test results explored that a larger oil injection angle enhances stability and damping characteristics. They recommended that a swirl-control combination with optimal results, the ratio of clearances, and a well-balanced pressure on the oil supply leads to FRB's better performance. At high rotational speeds, i.e., above 180,000 rpm, turbochargers showed two powerful subharmonic patterns due to the instabilities caused by oil whirl. They pointed out that gyroscopes' effects would play a significant role in such rotor systems. Kamesh et al. [44] studied the gyroscopic effects generated by a rotational movement of a stiff rotor concerning the turbocharger instability due to a conical whirl. They reported that the rotor's angular movement generated a whirl in a conical shape and stabilized by the gyroscopic coefficient could suppress by a threshold value of 0.5. There was no change to this value in the case of practical turbochargers, even for asymmetric rotors assisted by FRBs. In another study, Peixoto and Cavalca [45] pointed out that TB could influence the vibrations in the lateral direction by reducing the amplitudes of vibrations and on FRBs ratios of ring speeds; hence, they must be considered during nonlinear studies of the turbocharger. Furthermore, an increment in the oil film temperature enhances the eccentricities of the bearing and decreases the LCC of the bearing. The thermal studies by Peixoto et al. [46] revealed the existence of lateral-axial coupling resulting from rotations of the thrust collar. Also, they observed that airflow at the compressor's outlet generates pressure fluctuations, which axially emerge in an intense synchronous vibration. Recently, Mutra et al. [47] evaluated the effects of TBs and different stiffness and axial preload under various rotor speeds. They reported that the effect due to the stiffness of TBs was huge, and the influence of preloading was less on the rotor system. At more incredible speeds, various harmonics and frequencies induced due to oil were the causes of significant subsynchronous peaks. The increment in the preload values leads to the emergence of multiple peaks. Figure 10 depicts the geometry and variables of the thrust bearing, and Eqs. (3–4) provide the Reynolds equation for calculating the pressure distribution of TB and the oil film thickness [48].
with \({F}_{0}={\int }_{0}^{h}\frac{1}{\mu }\mathrm{d}x,{F}_{1}={\int }_{0}^{h}\frac{x}{\mu }\mathrm{d}x, {F}_{2}={\int }_{0}^{x}\frac{{x}^{2}}{\mu }\mathrm{d}x-\frac{{F}_{1}^{2}}{{F}_{0}},\)
Based on the radial profile of the FRB, as depicted in Fig. 11, the dimensionless Reynold's equation, the thickness of the exterior and interior films, the squeeze terms, oil film pressures, and the oil film forces at the exterior and interior films along with the real oil film forces are provided in Eq. (5–16) [49].
Readers can refer to Appendix 2 for the detailed formulation adopted for floating ring bearings.
2.2 Turbocharger rotor supported on gas foil bearings
Over the last decade, oil-free turbomachinery has evolved rapidly in the automotive industry. As depicted in Fig. 12, gas foil bearings (GFBs) are a new-generation type of bearings mainly employed to assist the turbocharger rotor system. They have various advantages, including lubricants (air), reduced viscosity value, more incredible rotational speeds, lower frictional losses [50], reduced maintenance requirements, and a remarkable reduction in the system's weight. GFBs applications can be found in compact, high-speed machines such as dental drills and micro-turbines and in massive industrial applications such as turbines and compressors. But, because GFBs have lower dampening, rotors supported by them are prone to instability [51].
Additionally, the bearing will be damaged by startup wear and run-down. Several researchers have worked to enhance the dynamic and stability properties of GFB and addressed its drawbacks. However, the stability up to a specified limit needs to be improved, and the latest technological advances have made it feasible to hybridize the traditional GFB and eliminate its drawbacks. Several methods to minimize the nonlinear phenomena by reducing the computational time with greater accuracy are proposed in Ref. [52,53,54,55]. Figure 13 illustrates the model interaction diagram of the GFB. This section reviews the stability and dynamic characteristics of the rotor supported on foil bearings under friction, unbalance, and other miscellaneous cases.
2.2.1 Influences of friction
In a study of nonlinear analysis, Bou-Saïd et al. [57] noticed that when the rotor's eccentricity attains a maximum value, the system behaves nonlinearly. Providing additional damping to the flexible structure would enhance the level of stability for the flexible bearing. But they did not quantify the damping among the foil and bump due to dry friction. The dry friction generated inside the foil structure could influence the foil structure's dynamic behaviors. Zywica et al. [58] performed experimental and numerical studies and provided guidelines to evaluate the dynamic characteristics of foil bearings by considering dry friction statically and kinetically. Later, Le Lez et al. [59] calculated the forces of dynamic friction at the positions of the top and bottom bumps. With the help of the orbit method, they reported that compared with the rigid-type bearings, the stability characteristics of bearings with the compliant surface could enhance due to the deflection of the structure. The introduction of friction showed a double increment in stability, and the introduction of unbalance revealed that the FBs could carry out unbalanced mass with greater magnitude. In another study, Fangcheng and Daejong [60] reported that nonlinear journal motion could cause by the nonlinear foil structure. For each foil of bump, they proposed a stiffness model with quadratic in type that depended on the total FBs nonlinear stiffness values. Simulation studies showed that dynamic coefficients resulting from the proposed model for lower starting clearances were more significant than the theoretical clearance of the linearized model of stiffness. Earlier research demonstrated that bump foil could make stiffer by the coulomb friction of the foil structure. Later, Lee et al. [61] considered coulomb damping and by simulating the stick–slip motion in the foil bump, they reported that at the resonance condition, FB was much more effective for controlling vibration amplitude. In the structure of foil, GFBs characteristics of damping could mainly generate by the forces of friction depend not only on the topology of the surface and forces acting normally but also on the materials of foil, displacement, and contact surfaces relative velocity. Hence, evaluating the GFB’s dynamic characteristics via coulomb friction led to inadequate outputs. Recently, Zywica et al. [62] utilized the coefficients of static and kinetic friction and noticed that the magnitude of force under excitation could significantly influence the FB structure properties. The system's stiffness and damping characteristics could be affected by FB structure with various radial clearances and assembly interference.
2.2.2 Influences of unbalance
Balducchi et al. [63] studied the unbalance responses for two rotors assisted on FBs and demonstrated that FBs could carry unbalances. The addition of unbalance gives rise to the emergence of subsynchronous vibrations. Larsen and Santos [64] explored the unbalance effects theoretically and experimentally for a stiffed rotor assisted on FBs. They observed that the model accuracy mainly depended on the stiffness, deflection, and factor of losses measured depending on the number of bumps carrying the load actively. The level of unbalance and rotation speed mainly influences the sub-synchronous vibrations. Further, Osmanski et al. [65] explained the dynamics of FB by developing a model that depends on a truss representation, which incorporated the mass of foil, and a model of dynamic friction, which considered the dissipation of energy due to friction. The proposed model predicted mode shapes and natural frequencies but could not capture the unbalance response when the friction comes into play.
2.2.3 Influences of metal shims
Kim and San Andres [66] studied the influences of identical metal shims positioned equally (as shown in Fig. 14). By introducing the preloads mechanically, they observed the increment in natural frequency and LCC due to the influence of fluid dynamic wedge. They reported that GFB with metal shims could result in more excellent stability and performance efficiently. For the increment in threshold stability of bearing, Schiffmann and Spakovszky [67] incorporated selective shimming with variable thickness. They minimized the distribution of pressure for the fluid film by integrating the optimized multi-objective approach. They introduced critical mass as a parameter and observed that FBs with optimized shimming could increase the magnitude twice. The selected critical mass parametric study was well-accepted with the experimental results obtained by San Andrés and Kim [68]. Similarly, Hoffmann and Liebich [69] inserted three metal shims between the sleeve of the bearing and the bump of the GFB elastic structure. By varying the frequency of excitation and amplitude, they reported that due to low Stribeck’s effects, the excitation frequency does not significantly influence dynamic stiffness. However, the lower displacements and greater preloads dynamically and statically resulted in greater stiffness and energy dissipation. The slip phase extended by the shims resulted in a high amount of dissipation in the energy; hence, it could gradually enhance the damping. Furthermore, they found that the self-excitation of the fluid film could be a critical resource for nonlinear subharmonic whirling [70]. The introduction of shims enhanced the dynamic characteristics, and the more excellent value of self-excitation was obtained [69].
Turbomachinery like turbochargers, gas turbines, etc., equipped with thrust pads, as depicted in Fig. 15a, must endure the forces which developed axially because of the difference of pressure among the impeller sides, i.e., on the sides of the compressor wheel and turbine wheel. The rotor attitude can also be upheld and decided by the thrust pad. In practical systems, the stiffness and damping of the bearing can be enhanced by this. Hence, the dynamic properties of the FTB must analyze in detail. In a study, Heshmat et al. [71] estimated the deformation and displacement of bump foil by adapting the modeling of FEA and FDM for FTB with an improved bearing geometry as \(\beta =1\mathrm{ and }{\theta }_{e}=45^\circ \). They generated the pressure gradient using the thrust bearing with a plane of inclination, as depicted in Fig. 15b. Later, Ku [72] studied the dynamic properties of FTB adapted with bump foil or strips of corrugated foil in the surface of compliance. For various operational scenarios for the strips of foil bump, he measured the equivalent coefficients of damping and structural dynamic stiffness. From the comparative studies, he reported that an increment in the static load and a decrement in the displacement amplitude could enhance the structure's stiffness with non-variable damping. Adapting a coating with a significant coefficient of friction, lubricant-coated surfaces, increment in the thickness of foil bump, and proper selection of pivot center location could result in dynamic damping and stiffness of the structure.
In another study, Park et al. [74] evaluated the static and dynamic properties of FTB by considering dual planes in which one was a flat plane and later utilized to increase the LCC with the influence of a physical wedge. Based on the force of friction between the contact points and each bump deflection by a uniformly applied load, they observed a decrement in the magnitude from fixed to free end and a proportional relation between the damping and stiffness. An increment in the ratio of eccentricity and bearing number or a decrement in inclined parts gradient enhances the torque of the bearing and the load, respectively. They also reported that the dynamic properties mainly depend upon the greater bearing number, and more significant rotor tilt could enhance the generation of torque for bearing and the load because of the decrement in the gradient thickness of the film. In another study, Zhou et al. [75] considered viscoelastic natured supports and observed that either increment in the load axially or decrement in the thickness of the bottom foils could increase the stiffness of the bearing structure. When forces with substantial magnitude and fickle nature acted on the turbomachinery with greater efficiencies like two-stage compressors, FTBs would become essential. In an experimental analysis, Balducchi et al. [76] considered the static load and frequency of excitation in the range of 30 N to 150 N and 150 Hz to 750 Hz. They reported that an increment in the excitation frequency enhances the stiffness dynamically and lowers the damping equivalently. Meanwhile, they noticed the increment in stiffness and damping with the increment in static load. An increment in the static load could enhance the viscous damping; meanwhile, an increment in the excitation frequency could decrease it. In recent, Lehn et al. [77] studied the effectiveness of AFTBs for distorted, aligned and misaligned operation conditions. They adopted the Reissner–Mindlin-model shell concept and modeled the exact geometry of the bump foil. By the comparative studies between the rigid and foiled air-type TBs, they reported that for a perfectly parallel alignment of the base plate and the rotor disk, AFTBs could have a minimized load capacity than rigid-type TBs caused by the sagging influence of top foil and the deformations in the foil bump unequally. Reynolds's equation to obtain the governing equation for GFBs, the non-dimensional film thickness and the bearing forces are presented in Eqs. (17–20) [78].
2.3 Turbocharger rotor supported on journal bearings
The excellent load capacity, greater reliability, extended life, and operation at more incredible speeds made the journal bearings (JBs) implemented in various engineering applications like power, automobiles, etc. The following section reviews the influences of viscoelastic supports combined with journal bearings and multiple parameters on the turbocharger rotor system's stability and dynamic characteristics.
2.3.1 Influences of viscoelastic supports
In a study, Dutt and Nakra [79] and Kulakarni et al. [80] adopted a Jeffcott rotor and assumed the supports with three models: elastic, Voigt and four-element viscoelastic types. Their results demonstrated that enhancing the stability threshold, minimized unbalance, and vibration amplitude could be possible for a rotor-bearing system by providing viscoelastic supports. Later, Dutt and Nakra [81] adopted polymeric-type bearing support and minimized the responses due to unbalance over a greater frequency range. Further, by incorporating the gyroscopic effects, they demonstrated that unbalance could be minimized by adequately selecting damped viscoelastic supports [82]. Montagnier and Hochard [83] also validated the same results and confirmed the initial identification of materials with accurate damping for stabilized threshold limits. In another study, Shabaneh and Zu [84] assumed Kelvin-Voigt viscoelastic model and reported that incrementing the viscoelastic loss coefficient could enhance the natural frequency and minimize the vibration decrement. An increment in the fundamental frequency was noticed with the increment of viscoelastic stiffness up to a certain level. In another study, Reddy and Srinivas [85] developed a FEM model demonstrating how viscoelastic support influences the rotor’s overall dynamics. Recently, Ribeiro et al. [86] developed a hybrid model incorporating mass in addition to oil bearings and viscoelastic supports. Their results demonstrated that hybrid support could minimize unbalanced amplitude response and the anisotropic stiffness nature of the system. A reduction in the vibration amplitude of 68% was noticed between the models. In addition, the hybrid support does not exhibit any instabilities throughout the spectrum of spin speeds.
2.3.2 Influences of different parameters
Nonlinearity occurs in the journal bearings due to parameters like surface roughness, pad rubbing, etc. The constraints of the manufacturing procedures result in the surfaces of the journal and bearing having an inherent roughness. This factor contributes to the dampening of a system's dynamic response. In a study, Ramesh and Majumdar [87] studied how the surface roughness pattern influences the stability characteristics of a rotor system. They noticed the stability variation with roughness patterns and ratios on the journal and bearing surfaces. Also, they reported that the bearing L/D ratio was the determining factor in the degree to which the fluctuation could occur. In another study, Turaga et al. [88] studied the influences of surface roughness on the rotor's transient stability by developing a FEM model. By obtaining the numerical solutions with Fourth-order Runge–Kutta technique, they reported that Surface roughness patterns along the transverse and longitudinal direction could enhance and reduce the system stability, respectively. Lin [89, 90] studied the nonlinear nature of journal bearings by adapting Hopf’s bifurcation theory. They reported that roughness patterns along the longitudinal direction could enhance the system’s stability and minimize the size of super- and sub-CLC. In another study, by comparing the linear and nonlinear methods, Sinhasan and Goyal [91] investigated the dynamic characteristics of plain JB with non-Newtonian-type fluid. Their results demonstrated the stable and unstable responses for both linear and nonlinear models. Later, Jagadeesha et al. [92] studied the combined influence of non-Newtonian fluid with 3D surface roughness and reported that non-Newtonian fluid could reduce the ratio of minimum film thickness. Further, Kushare and Sharma [93] studied the stability characteristics of worn hybrid JB combined with non-Newtonian fluid. They confirmed the significant influence of non-Newtonian fluid on the system stability and vibration orbits at low load conditions.
2.4 Turbocharger rotor supported on ball bearings
Journal bearings have traditionally been a standard component of turbochargers, providing support for rotor assemblies. On the other hand, REBs are quickly becoming the bearing of choice in turbochargers as a substitute for journal bearings [94]. Even though they are the most delicate elements, they are vital for the efficient functioning of rotating equipment. Applications of REBs can be found in the TCs of automobiles, engines of gas turbines, turbopumps in cryogenic engines, etc. REBs turbocharger feature minimal friction and reacts instantly to engine power variations. They can withstand the stresses of thrust loads in various environments where conventional thrust bearings would fail. The nonlinearity in REBs can occur due to unbalance, damping, internal clearance, stiffness, bearings preload, and the quantity of rolling elements. This section reviews the stability and dynamic characteristics of the rotor supported on REBs under the effects of unbalanced and preloading cases.
In actual practice, the accumulation of imbalanced pressures is a result that cannot be avoided. Eliminating the imbalanced effect in a rotor-bearing system is a complex operation that has to be accomplished. In addition, the impact of being imbalanced can only be mitigated to a certain degree by using effective balancing techniques, but it cannot be eliminated. By considering the imbalanced forces, several different investigations have been carried out. In a study, Tiwari et al. [95] investigated the influences of unbalance combined with the interior radial clearance. They concluded that multiple frequency excitations could produce the existence of unbalanced forces. The more significant components of sub-harmonics were generated due to a more substantial clearance Later, Gupta et al. [96] performed similar experiments with the shooting method and demonstrated that increasing the stiffness ratio could improve the nonlinearity and lead to instability at various rotation speeds. In another study, Harsha and Kankar [97] showed that an increment in ball quantity could make the system stiffer. Further, Harsha [98] combined speed fluctuation influences with unbalanced forces. With the aid of Poincare’s maps, he observed the doubling of period and intermittence mechanism, which could lead to chaos, which was further validated and confirmed by Chen [99]. The analytical and experimental study of Ashtekar and Sadeghi [100] demonstrated the influences of preload and unbalanced on the TC rotor system.
In the case of turbochargers assisted with REBs, the bearing’s stiffness and rotation accuracy can be enhanced by controlling the precise negative operational clearances between the ball bearings and the outer and inner ring raceways. In the interest of accomplishing these objectives, the bearings have been applied by an internal load, termed preload, which could influence the characteristics of REB. However, bearing preload research is scarce. In a study, Alfares and Elsharkawy [101] examined the influences of axial preloading on the system dynamics. They reported that decrement in the amplitude levels of vibration could be possible by applying initial preload axially. In another study, Bai and Xu [102] pointed out the significance of axial preload and how it enhances the system’s stability. Further, Bai et al. [103] investigated the system’s stability by employing a bearing model with 5 DOF. They demonstrated that eliminating unstabilized periodic characteristics could be possible by providing sufficient increased axial preload. Gunduz et al. [104] observed that vibration responses were influenced by the bearing’s initial preloads, which caused the stiffness matrix’s diagonal and off-diagonal elements to change majorly. In another study, Conley et al. [105] reported that the compressor end could bear the maximum thrust load, and friction could increase with the increment in axial load. They noticed an increment in the thrust load with the increment in TC back pressure. Later, Conley and Sadeghi [106] conducted similar experiments and reported that the dynamics of each bearing element could significantly affect by the whirl. They also demonstrated the ball bearing preloading's relevance in ensuring smooth operation. Applying a minimum axial load on the ball bearing indicates the destabilizing effect of the whirl. Recently, Conley and Sadeghi [107] reported that the internal geometry of the bearing could change by centrifugal influences. Hence, a small clearance value would also become a preload at more incredible rotational speeds. Coupling this effect with fewer compliance SFDs would result in reduced sub-harmonics, minimum bearing friction, minimized great load cycles, and overall sliding at the contacts of the ball race, resulting in a greater life span.
2.5 Critical inferences for the stability and dynamic analysis
-
At higher speeds, damping effects for the exterior oil film can increase by the lubricant's supply pressure, which creates the instability of the interior oil film. Increasing the internal clearance can enhance the speed range when the interior oil film's unstable condition occurs. Bearing deterioration can be considered as the increment in the area of the internal oil film. Hence, additional lubrication may add to the inner space, which can increase the effect of damping that significantly prevents the exterior oil film from becoming unstable.
-
Operating the turbocharger rotor at the third critical speed may generate greater compressive bearing forces and magnitudes, thus, damaging the turbocharger bearing by producing excessive wear. Furthermore, due to wear of running conditions and the absorption of unequal carbon deposits in the impeller wheels, severe vibrations with sub-synchronous nature can generate due to unbalance, leading to failure of the turbocharger rotor system. Furthermore, even if the interior and exterior fluid films deteriorate concurrently, the system exhibits a new phenomenon called total instability (TI), which leads to an increment in the journal's eccentricities; thus, turbocharger failure might be possible.
-
Estimating limit cycles are a crucial part of the stability analysis. Steady-state destabilization can achieve by Hopf bifurcation. Saddle node bifurcation is the origin of more incredible magnitude CLC vibrations. Increment in the rotational speeds can eliminate the CLC vibrations in the size of the exterior clearance and ratios of ring speed.
-
In the case of FTB, an increment in the tilting angle can decrease the thrust load capacity due to a significant change that can notice in the subsynchronous vibrations caused by the decrement in the rotor rubbing. Also, incrementing various mechanical preloads can increase the onset speed of subsynchronous motions (OSS). An increment in the excitation frequency can dynamically enhance the stiffness and lower the damping equivalently—meanwhile, an increment in stiffness and damping with the increment of static load. An increment in the static load can enhance the viscous damping; meanwhile, an increment in the excitation frequency can decrease it.
-
In the case of FTB, an increment in the initial minimum film thickness can quickly lower the toque due to frictional force and the static load. At higher speeds, the film thickness ratio can increase with the increment in static load. An increment in the number of bumps, the larger thickness of foil, and the increased bump height can enhance the static load. With the increment in the initial minimized thickness of the film, the stiffness and damping coefficients can decrease exponentially.
-
Enhancement of the stability threshold, minimized unbalance, and vibration amplitude could be possible for a rotor-bearing system by providing viscoelastic supports.
3 Thermo-mechanical analysis of turbocharger rotor system
Automotive turbochargers operating on engine oil lubricants with temperatures of the component above the ambient zone would generate more significant temperature gradients along the radial and axial directions, producing severe stresses thermo-mechanically. The bearings, i.e., both radial and thrust, will function like carrying the load and providing lower frictional assistance. The lubricant takes a significant portion of thermal energy produced by rotating drag and the flow of heat emitted from a heated journal. Figure 16 depicts a schematic view of heat flow in the FRB system. Figure 17 represents the schematic view for the thermo-mechanical analysis of the turbocharger rotor system supported by FRB and GFB. Most of the past works focused on the thermo-mechanical analysis of turbocharger rotors supported on floating ring bearings and gas foil bearings only. The following section reviews the thermo-mechanical analysis of the rotor supported on two types of bearings.
3.1 Rotor supported on FRBs
San Andrés et al. [108] demonstrated the zones of temperature and pressure along with the flow of thermal energy and its distribution in an SFRB system. By quantifying the influences of lubricant feed conditions, clearances of bearing film, and grooves of supplied oil, they reported that the shear power generated could be enhanced by either a more excellent supply of pressure or lower oil temperatures, or greater clearances. Providing additional grooves axially on the interior side of SFRB could improve the dynamic stability and increment in the flow of drawn oil and heat and drag power from the journal.
In another study, Porzig et al. [109] demonstrated the influences of thermally bounded conditions bounded on FFRBs parameter characteristics. Their experimental studies revealed the importance of considering journal temperature's impact on the overall bearing system's functional parameters. They also suggested that non-adiabatic shaft models offer significantly higher accuracy for predicting ring speed than adiabatic models. They demonstrated the importance of an effective heat management system. Due to the complex flow of thermal energy in TCs, interaction among different fluid and solid flows and lubricant flow in the bearing would take a couple by the turbochargers conjugate heat transfer (CHT). Liu et al. [110] utilized the CHT numerical simulation. They noticed a strong temperature gradient during the system run and reported that the temperature could reduce the system's stiffness, leading to intrinsic frequency decrement, especially for higher-order frequencies. They demonstrated the importance of predicting the dissipation of damped internal energy in the temperature zone for better rotor dynamic characteristics. TRIPPETT and Li [111] studied the influences of different bearing characteristics on the speeds of the ring by employing an isothermal bearing approach. They reported that the stability of the bearing, loss of energy, and load capacity relied on the speed of the ring. The effects due to thermal conditions could influence the FRB's performance and the reduction of ring speed. Later, Clarke et al. [112] studied the feasibility of using FRB in the power-generators. The traditional FRB steady-state model included the thermal influences, interior and exterior film heat, mass transfer, and recirculation of oil along the circumference of the bearing. By adopting the least squares technique [113], they calculated the external film's ring speed and eccentricity ratio. Their comparative studies between an iso-viscous model and different thermal models reduced oil viscosity in the interior film and reduced the loss of power.
Responses for transient and steady-state conditions of a turbocharger assisted on FRBs were predicted by San Andrés and Kerth [114], in which they integrated the analysis of thermal flow with nonlinear rotor dynamics by including the heating influences of lubricant and changes in the clearances of bearing due to the consumption of power by the bearing. Their analysis resulted in an increment in the journal speed that could decrease the assumed ring speed ratios due to the thermal influences on the viscosities of the film and clearances during operation. Emerge of aerodynamic loads was noticed in the volute of the compressor due to uneven distribution of pressure. Further, San Andrés s et al. [115] predicted the zones of pressure and temperature in the (S)FRB system by a thermo-hydrodynamic analysis. Their studies revealed that with the vital flow of heat into the interior film from the journal across all the shaft speeds, the lubricant's streams could carry greater than 70% of thermal energy from the input of total energy, and the remaining could conduct via casing of turbocharger. This distribution of thermal energy could justify by feeding a sufficient flow of lubricant to the bearing system. Equation (21–28) provides the corresponding Reynolds equation, the bulk-flow thermal energy transport equation for the inner and outer film, the lubricants leaving flow rate, and changes in the clearances during operation for each interior and exterior film.
Readers can refer to Appendix 2 for the detailed terminology in the following equations [108].
In a high-speed rotor-bearing system, strong coupling existed between the mechanical performance and thermal behaviors. In earlier studies, San Andrés and Kerth [114] applied 2D thermo-hydrodynamic (THD) methodology along with the equation of Reynold and investigated the turbocharger rotor performance. For various rotation speeds, the heat flow between the film of oil and the bearings components was calculated [115]. However, the oil film’s conventional 2D THD model could not foresee the behaviors of the oil film because of the presence of thermally bounded and undeveloped layers. Hence, the 3D THD approach was applied to obtain greater accuracy, which may find rare in the current research. Li et al. [116] studied the thermo-hydrodynamic (THD) characteristics of a turbocharger system by developing a 3D model which undertook the transient 3D thermal equation and Dowson equation for calculating the field of pressure as given in Eq. (29–30). Based on the simulation and experimental studies, they noticed four sub-synchronous frequencies under excitation in conical and cylindrical bending shapes in the inner and outer films. Solid components significantly aided the lubricating system’s heat transmission. For greater amplitudes, the variation in the rotors and ring temperatures could influence the change in the thermal expansion and the clearances of the oil film. Similar studies was performed by Liang et al. [117] by including the non-Newtonian oil lubricant in the model. They reported that the conduction of heat between the ring and rotor is equivalent to the heat flow of oil film. They also pointed out that heat transfer among the two bearings should not neglect. In the case of interior oil films, they observed that the clearances of the internal film could significantly change by the thermal expansion of the solid components. Recently, San Andrés et al. [118] experimentally demonstrated that the ring temperature varies in all directions, mainly axially, due to the conduction of heat from the thrust bearing into the ring. The total energy flow equals the viscous drag power losses from the inner film in the radial bearing and the thrust bearing plus the heat soaked from the shaft. Therefore, adequate clearance and suitable material selection could provide convenient thermal management, avoiding elevated temperatures that cause the engine's oil failure due to burn and flash.
3.2 Rotor supported on gas foil bearings
Lee and Kim [119] developed a model of THD in detail by evaluating the air film's temperature, foil of bump and top, the sleeve of the rotor and bearing with the aid of equations, i.e., Reynolds, 3D energy, and balance of heat for the system of rotor bearing and its subsystems. Their proposed THD model demonstrated that the bearings sleeve and the rotor temperature could exhibit a parabolic shape when plotted against the rotor speed. Furthermore, they observed the changes in clearance due to the foil structure's thermal development accounted for just 1% of nominal clearance and an increment of roughly 20% of the nominal clearance due to the rotor expanding owing to heat and centrifugal force. Equations (31–32) depict the proposed thermodynamic model's Reynolds and energy equations.
Later, San Andres and Kim [120] considered a thermal model with lumped parameters and presented a 2D THD bulk-flow model, which included the convection of heat and conduction paths along and out of the journal and bounded bearing surfaces. They included the coupling of thermal structures, which could influence the properties of structure and bearing components' sizes, such as journal diameter and minimum clearances. They reduced the coefficients of heat transfer by using the Reynolds-Colburn analogy, which adopted between the fluid friction and fully developed flow of heat transfer. The readers can refer to refs. [121, 122] for validating the mathematical model with the available test data. Lee and Kim [123] developed a 3D-THD model and noticed that the temperature of the thrust disk was speed functioned and parabolic in shape. An increment in the rate could enhance the temperature of the disk's runner. As the speed of the surface was dependent on the disk's radius, the temperature gradient toward the exterior diameter was relatively huge. Thus, the thrust disk and plates thermal expansion lower the clearance of the bearing. Neglecting the thermal expansion for a design of lower clearances of the bearing might be prone to runway thermally. In another study, Aksoy and Aksit [124] adapted an augmented Lagrangian contact model for the bearing components' physical connection and Cooper–Mikic–Yovanovich (CMY) correlation for the thermal contact. They reported that an increment in the shaft speed could rapidly increase the temperature. A greater temperature was observed at the center of the bearing than at the edges, and the occurrence of bearing seizure was noticed. The hot fluid under circulation must replace by the fresh air by employing an axial flow of cooling externally, which might prevent an occurrence of bearing failure because of the requirement in thermal instability. Lehn et al. [125] presented a 3D TEHD model for AFTBs and studied the thermal features by including the thermal expansion effects and axisymmetric Navier-Lame equations. Their results demonstrated that an increment in the speed enhances the AFTBs load capacity up to a certain critical speed and decreases to speed. They proved that the thermal runaway originated from the bending of the disk induced thermally, which would lead to a function of an unfavorable gap. In another study, Kumar et al. [126] investigated the thermo-hydrodynamic characteristics of GFJB under the influence of the slip-flow state. They noticed a lower value of LCC for slip flow due to the generation of lower hydrodynamic pressures. They reported that an increment in the speed would lead to a decrement in the damping coefficients and an increment in the stiffness coefficients. They demonstrated why slip flow must consider while designing the bearings with lower clearances. Recently, Zhang et al. [127] studied the GFTB's thermo-aerodynamic properties by building a thermoelastic coupling model and explained the in-and-out nature of viscosity dissipation on the gas film's temperature rise. They pointed out the importance of viscosity dissipation in the increase in temperature and field of flow for aerodynamic BFTBs. They reported that at dissipated viscosity, the air film's maximum temperature could locate close to the exterior diameter and circumferential outlet, and the velocity gradient could be greater. Their parametric studies revealed that an increase in temperature due to the dissipation of viscosity was responsible for greater than 90% of air film's aerodynamic heating. In an experimental study, Dellacorte et al. [128] conducted durability and performance tests on FBs within a broad range of loads (10–50 kPa) and temperatures (25–650 °C). They reduced the wear and friction by applying PS304, a solid lubricant coating, on the foils of super-alloy nickel-based. With proper additives, they showed an ideal temperature with a bearing life surpassing 100,000 cycles under greater loads. For a better understanding of the influences of load and speed on the temperature, the rise of different temperatures could cause a decrement in the stiffness. Further, Howard et al. [129, 130] experimentally studied the influence of the rise in temperature on FB's damping and stiffness. They observed the decrement in the stiffness to temperature by twice, especially during the temperature increment from 25 to 538 °C. Also, they observed that an increment in the temperature enhances the damping mechanism, which transformed to frictional damping type from the viscous type. In another study, San Andres et al. [131] observed an increment in the equivalent coefficients of viscous damping as 19–26% by an increment of journals temperature from 23 to 263 °C by providing a heater with frequencies of excitation ranging from 50 to 200 Hz. They also observed that the condition might arise due to the faster growth of the journal than the FBs interior surface, resulting in a reduction in the bearing clearance and influencing the preloads increment. A greater increment in the preload enhances the number of bumps active in contact, introduces a greater contact area of sliding, and enhances the damping of the frictional coulomb type. From the experimental analysis results, at elevated temperatures, along with the reduced stiffness [129, 130], they observed the existence of a significant temperature gradient in the axial direction. Hence, the LCC could be affected, and the combined effects of load and thermal conditions could influence the damping mechanism. One significant concern was the foil material's localized overheating because of the viscous heating, which could not be uniform inside the air film during the bearing operation at greater speed and loads, while in performance, three factors affect the interior temperatures: the ambient environment's temperature, heat emerges in the thinned film of air due to viscous shearing, and the work of compression in which the journal pumps air to the zone of higher pressure from ambient [132]. In GFBs, an increment of viscosity with an increment in the air’s temperature could emerge thermal instability [133]. The formed thermal gradient could wrap the top foil to a single point, where the disruption occurs during film formation. Minimizing the available air film to support the load, which results in contact with rubbing at more incredible speeds, could lead to catastrophic failure called thermoelastic instability (TEI) [134]. TEI could associate with the buildup of heat in the zone of high stress caused by the frictional heat flow in an uneven stress field. On the verge of instability, a greater amount of localized temperatures caused by the unrestrained increment in temperature emerges localized hot spots, degradation of the material, and failure eventually [135]. Despite the scarcity of experimental findings, several reports highlighted that in FBs, the temperature rise could emerge as TEI. Zywica et al. [136] conducted multiple experiments by increasing the speed of the rotor up to 15,000 rpm for a duration of 55s and obtained the thermal equilibrium by maintaining the same rate. Even after the 300s, they noticed an increment in the bearing temperature without any stabilization. The top foil lower portion attained a temperature of 130°C, and the journal temperature reached 200 °C. Persistent hot spot marks were discernible at several locations of the foil top after the rotor stoppage. The authors cited rotor overload as the cause of failure. In another study, Lee et al. [137] conducted experiments on FB without a jacket of cooling and noticed the TEI at an operating load and speed of 97.7 N at 35,000 rpm, respectively. As a result of this instability, the temperature of the foil top shot up to well over 100 °C by creating localized hot spots. Hence, it was mandatory to evaluate the TEI at the design stage to reduce the failure of the FB. Recently, Samanta and Khonsari [138] provided an analytical solution by predicting the critical speeds responsible for the TEI of FB. They calculated the heat wave's amplitude and elastic deformation by perturbation approach and compared it with the deformation of the entire surface due to pressure and heat. The model also revealed that the critical speeds of TEI would mainly depend on the operating parameters of bearings, such as speed, load, bearing and foil dimensions, minimum clearance, and air viscosity at the operating temperature. To prevent failure by TEI, the system of bearing must implement effective thermal management. Based on the rotational speed, FBs produces heat because of viscous shear. The generated heat could cause hotspots locally, resulting in an additional thermal gradient, and hence seizure of bearing would occur. In a study, Heshmat et al. [139] acknowledged the importance of adapting the compliant FB in the engine of a turbojet that functioned at a rotation speed, with the bearing temperature as 60,000 rpm and 650 °C, respectively. They calculated the minimum flow of air necessary for a certain speed. When the rotor’s speed reached 60,000 rpm, they observed that the feed rate of airflow should be 566 L/min. The bearing temperature was destabilized and increased continuously without balancing for a cooling airflow rate under 140 L/min. They also formulated a comprehensive thermal mapping to evaluate the thermal gradients of FB axially in a test rig in which the rotors engine was assisted by REB and FB at the ends of the turbine and compressor, respectively. They acknowledged that a minimum rate of flow results in FBs greater temperatures with minimized thermal gradient and without affecting the engine's compressor's efficiency.
3.3 Critical inferences for the thermo-mechanical analysis of the TC rotor system:
-
In a turbocharger rotor system, the shear power generated can enhance by an excellent supply of pressure, lower oil temperatures, or greater clearances. In addition, the provision of additional grooves axially on the interior side of SFRB can improve the dynamic stability and increment in the flow of drawn oil and heat and drag power from the journal.
-
The stability of the bearing, loss of energy, and load capacity relied on the speed of the ring. Therefore, the effects due to thermal conditions could influence the FRB's performance as well as the reduction of ring speed.
-
For greater amplitudes, the variation in the rotor's and ring's temperatures can influence the change in the oil film's thermal expansion and the clearances.
-
With the vital flow of heat into the interior film from the journal across all the shaft speeds, the lubricant's streams can carry greater than 70% of thermal energy from the input of total energy, and the remaining can conduct via the casing of the turbocharger. This distribution of thermal energy can justify by feeding a sufficient flow of lubricant to the bearing system.
-
In the case of FRBs, the temperature of the ring will vary in all directions. Mainly in the axial direction due to the heat conduction from TB into the ring. The total energy flow equals the viscous drag power losses from the inner film in the radial bearing and the thrust bearing plus the heat soaked from the shaft.
4 Conclusions
This review paper reports a summarized literature survey performed over the past thirty years on the characteristics of turbochargers supported on Journal bearings, ball bearings, floating ring bearings and gas foil bearings. A complex relationship is observed between the theoretical and analytical concepts. Various analyses, including stability, dynamic, and thermo-mechanical type are presented in detail for the turbocharger rotor system. The significant findings were listed below.
-
Optimizing and redesigning the mass distribution of the TC rotor can be an alternative approach to improve dynamic performance. However, the lower and higher load parameters can cause supercritical and subcritical bifurcations. That's why choosing the load parameter (σ) as low as feasible is advisable. Increased lubricant viscosity leads to higher fluid pressure, and bearing clearance affects the exterior film pressure distribution. As a result, the journal bearing can lose its stability either at the super- or subcritical bifurcation.
-
The frequencies generated in a TC due to interior and exterior oil films whirling and whipping nature will induce the gyroscopic forward modes, which were conical and translational in shape.
-
The staggered bumps configuration in aerodynamic foil journal bearings generates increased rigidity with increasing load and improved stability at incredible speeds. FRGBs stability performance can be enhanced by greater lower values of eccentricity as well as mass ratio, zero or negative values of speed ratio and increment in the pressure of supply gas at a medium or more excellent range of speeds. In addition, three pad bearings with variable stiffness gradients show excellent qualities of whirl stability.
-
An increment in the oil inlet temperature can decrease interior and exterior oil film viscosities, the vibrational amplitude of interior oil film, consumption of frictional power, and the rise of temperature. Therefore, a combination of whirl and whip with interior and exterior oil films amplitude of vibration can result in a minimum vibration level in the TC rotor system. In addition, the whirl of exterior oil film and whip of interior oil film can influence the system's stability, which is caused by the increment in the oil inlet temperature.
-
The frequency and amplitude of shaft vibrations characterize an oil whirl. The oil supply pressure can restrict the magnitude of the oil whirl. An increment in the speed can lead to the emergence of an oil whirl, which further leads to rotor failure. The rotor system's instabilities can be dominated by the whirl of oil caused by a minimal clearance ratio. Conversely, oil whirl in the outer region dominates the instability regions with large clearance ratios.
-
The dry friction generated inside can influence the foil structure's dynamic behaviors. Compared with the rigid-type bearings, the stability characteristics of bearings with a compliant surface can enhance due to the deflection of the structure. Introducing friction and unbalance can improve stability by doubling and carrying out unbalanced mass with greater magnitude. GFB with metal shims can result in more excellent stability and performance efficiently.
-
An increment in the stability can be possible by the increment of FAB length-to-radius ratio, increment in the compliance of foil structure, and reduction of radial clearance, which is undeformed. Furthermore, an increment in the lift-off speed and the stiffness of FB structure can be possible by the coefficient of friction for the sleeve of the bearing. At elevated temperatures, the performance of FB is satisfactory and can accommodate considerable temperature gradients.
-
In the case of journal bearings, the surface roughness patterns along the transverse and longitudinal directions could enhance and reduce system stability. Meanwhile, in the case of REBs, decrement in the amplitude levels of vibration could be possible by applying initial preload axially.
-
In the case of FTB, an increment in the static load and a decrement in the displacement amplitude dynamically can enhance the structure's stiffness with non-variable damping. Adapting a coating with a significant coefficient of friction, lubricant-coated surfaces, increment in the thickness of foil bump, and proper selection of pivot center location can result in dynamic damping and stiffness of the structure. Similarly, an increment in the ratio of eccentricity and bearing number or a decrement in inclined parts gradient can enhance the torque of the bearing and the load. Furthermore, for a particular speed range, an increment in the external radius and speed of rotation of TB can improve the load capacity at the maximum level.
5 Future scope
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Innovative bearing bore configurations must design to guarantee stability throughout the complete operating range of speed. Also, the origin of the energy that causes the instability must be investigated. Also, it is essential to examine the bearing's bifurcation properties for \(\mathrm{L}/\mathrm{D}\) ratio greater than 0.5 because for larger eccentricity values, a subcritical domain predicted by the theoretical studies implies that working under heavy load conditions leads to instability in the bearing.
-
In the case of a multi-disk rotor, the impacts of the disk mass location concerning nonlinearity sources, the consequences of its flexibility, and unbalance of bifurcation features still need to investigate.
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The combined influences of clearances and the temperature-dependent viscosity in the transient regime on the overall system dynamics still need investigation.
Abbreviations
- \(c\) :
-
Clearance of radial bearing
- \(C\) :
-
Clearance of gas bearing
- \(e\) :
-
Effective mass eccentricity
- \(e^{\prime }\) :
-
Unbalance displacement
- \(H\) :
-
Film thickness
- \(L\) :
-
Length of bearing
- \(R\) :
-
Radius of gas bearing
- \(t\) :
-
Non-dimensional time
- \( V\) :
-
Applied voltage
- \( \overline{H}\) :
-
Normalized film thickness
- \( \overline{P}\) :
-
Normalized pressure
- \( \overline{Z}\) :
-
Non-dimensional axial bearing length
- \(C_{1} ,C_{2}\) :
-
The inner and outer film radial clearances
- \( C_{\nu }\) :
-
Lubricant-specific heat
- \( D_{{\text{j}}}\) :
-
Diameter of Journal
- \( D_{{{\text{ro}}}}\) :
-
Floating ring outer diameter
- \(m_{{\text{c}}}\) :
-
Mass of the compressor
- \(m_{{\text{t}}}\) :
-
Mass of the turbine
- \( P_{{\text{a}}}\) :
-
Atmospheric pressure
- \(O_{{\text{b}}}\) :
-
Origin of bearing
- \( O_{{\text{j}}}\) :
-
Origin of journal
- \( O_{{\text{r}}}\) :
-
Origin of ring
- \( R_{{\text{j}}}\) :
-
Radius of journal
- \(R_{{{\text{ro}}}}\) :
-
Floating ring outer radius
- \(s_{{\text{h}}}\) :
-
Shoulder height
- \(U_{c}\) :
-
Initial unbalance
- \( \Omega_{{\text{j}}}\) :
-
Angular velocity of Journal
- \( \Omega_{{\text{r}}}\) :
-
Angular velocity of the ring
- \(h_{{\text{i}}} ,h_{{\text{o}}} \) :
-
The inner and outer oil film thickness
- \(p_{{\text{i}}} ,p_{{\text{o}}}\) :
-
The inner and outer oil film pressure
- \(Q_{{\text{i}}} ,Q_{{\text{o}}}\) :
-
Lubricant leaving flow rate at the inner and outer oil film
- \(r_{{\text{i}}} ,r_{{\text{o}}} \) :
-
Thrust bearing inner and outer radius
- \(\overline{F}_{x} ,\overline{F}_{y} \) :
-
Reaction force of gas bearings
- \(\overline{F}_{{0}} ,\overline{F}_{1} , \overline{F}_{2} \) :
-
Fluid film viscosity integrals
- \(\overline{w}_{t} \) :
-
Non-dimensional elastic deformation of the foil structure
- \( F_{{{\text{ub}}}}\) :
-
Unbalance force
- \(H_{j} ,H_{{{\text{R}}_{{\text{i}}} }}\) :
-
Heat convection coefficients to the shaft OD and the ring ID surfaces
- \(H_{c} ,H_{{{\text{R}}_{{\text{o}}} }}\) :
-
Heat convection coefficients to the casing ID and the ring OD surfaces
- \({\text{K}}_{{\text{p}}} ,{\text{K}}_{{\text{d}}} ,{\text{K}}_{{\text{i}}} { }\) :
-
Proportional, derivative and integral gains
- \( \dot{m}_{{\theta_{i} }} , \dot{m}_{{z_{i} }}\) :
-
The lubricant mass flow rates in the circumferential and axial directions
- \(T_{{\text{d}}} ,T_{{\text{i}}}\) :
-
Integral and derivative constants
- \({ }T_{s} ,T_{{R_{i} }}\) :
-
Temperature of the shaft and ring inner diameter surface
- \({ }T_{{\text{c}}} ,T_{{{\text{R}}_{{\text{o}}} }}\) :
-
Temperature of the TC casing ID surface and ring OD surface
- \( \frac{{\partial h_{i} }}{\partial t}, \frac{{\partial h_{o} }}{\partial t}\) :
-
The squeeze terms
- \( \left\{ {\begin{array}{*{20}c} {f_{{{\text{i}}x}} } \\ {f_{{{\text{i}}y}} } \\ \end{array} } \right\},\left\{ {\begin{array}{*{20}c} {f_{{{\text{o}}x}} } \\ {f_{{{\text{o}}y}} } \\ \end{array} } \right\}\) :
-
The inner and outer oil film forces
- \( \left\{ {\begin{array}{*{20}c} {F_{{\mathop{i}\limits_{\leftarrow} x}} } \\ {F_{{{\text{i}}y}} } \\ \end{array} } \right\},\left\{ {\begin{array}{*{20}c} {F_{{{\text{o}}x}} } \\ {F_{{{\text{o}}y}} } \\ \end{array} } \right\}\) :
-
The inner and outer real oil film forces
- \({\text{i}}\) :
-
Parameters of inner oil film
- \({\text{j}}\) :
-
Journal
- \({\text{o}}\) :
-
Parameters of outer oil film
- \({\text{r}}\) :
-
Floating ring
- α :
-
Material thermal expansion coefficient
- β :
-
Angular extent of sector
- γ :
-
Clearance ratio
- Γ :
-
Shear rate
- \({\Gamma }_{\mathrm{c}}\) :
-
Critical shear rate
- θ :
-
Rotor rotating angle around the Z-axis
- \(\dot{\theta }\) :
-
Angular speed
- \(\ddot{\theta }\) :
-
Angular acceleration
- \({\theta }_{o}\) :
-
Angular length of the bearing pad
- \({\theta }_{\mathrm{amp}}\) :
-
Angular length of the converging gap
- Λ :
-
Bearing number
- λ :
-
Fluid circumferential average velocity ratio
- μ :
-
Lubricating oil viscosity
- \({\mu }_{*},{\mu }_{\infty }\) :
-
Viscosity at null and infinite shear rates
- ρ :
-
Lubricant density
- σ :
-
Load parameter
- \({\tau }_{0}\) :
-
Yield stress parameter
- \(\Omega \) :
-
Angular velocity of the journal
- AFB:
-
Airfoil bearing/foil air bearing
- AFJB:
-
Airfoil journal bearing
- AFTB:
-
Airfoil thrust bearing
- BHP:
-
Break horsepower
- CHRA:
-
Center housing and rotating assembly
- CHT:
-
Conjugate heat transfer
- CLC:
-
Critical limit cycles
- FB:
-
Foil bearing
- FDM:
-
Finite difference method
- FEA:
-
Finite element analysis
- FEM:
-
Finite element method
- FFRB:
-
Full floating ring bearing
- FFT:
-
Fast Fourier transform
- FRB:
-
Floating ring bearing
- FRGB:
-
Floating ring gas bearing
- FTB:
-
Foil thrust bearing
- FVM:
-
Finite volume method
- GFB:
-
Gas foil bearing
- GFJB:
-
Gas foil journal bearing
- HDB:
-
Hydrodynamic bearing
- ICE:
-
Internal combustion engine
- LCC:
-
Load-carrying capacity
- OISCM:
-
Oil injection swirl-control mechanism
- REB:
-
Rolling element bearing
- RFRB:
-
Rotating floating ring bearing
- SFD:
-
Squeeze film damper
- SFRB:
-
Semi-floating ring bearing
- TB:
-
Thrust bearing
- TC:
-
Turbocharger
- TEHD:
-
Thermo-elastohydrodynamic
- TEI:
-
Thermoelastic instability
- THD:
-
Thermo-hydrodynamic
- TI:
-
Total instability
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The authors would like to thank Vellore Institute of Technology, Vellore, Tamil Nadu, India, for providing research facilities.
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Appendices
Appendix 1: Summary of important research performed on the turbocharger rotor supported on the rolling element, oil film and oil-free bearings
Focus area | Type of bearing | Methodology | Ref | Key findings |
---|---|---|---|---|
Stability analysis | Floating ring bearings | FEM-based TC model applied with unbalance, nonlinear time transient response | [12] | Instability at the compressor end, reduction in subsynchronous vibration |
Dynamic analysis | Floating ring bearings | FEM-based TC model applied with rotating unbalance and engine excitations | [16] | Reduced sub-synchronous vibrations at high speeds due to the force of inertia |
Stability analysis | Floating ring bearings | Hopf's bifurcation theory, whirl orbits | [21] | Occurrence of super- and subcritical bifurcations |
Stability analysis | Floating ring bearings | FEM-based TC model applied with cascade spectrum | Multiple regimes of vibration by the oil-lubricated bearings, the transformation of whirl into a whip | |
Stability analysis | Floating ring bearings | FEM-based continuum model with direct integration methods and mode superposition schemes | Failure of the system due to oil whip | |
Stability analysis | Floating ring bearings | FEM-based TC model applied with unbalance, run-up and run-down simulations | [27] | Increment in the instability threshold due to the increment of the moment of unbalance |
Stability analysis | Full floating ring bearings | FEM-based Jeffcott rotor with the run-up and run-down simulations | [28] | Total Instability |
Stability analysis | Floating ring bearings | FEM model with numerical continuation approach | [31] [32] | The source of the steady-state instability and the emergence of critical limit cycles |
Dynamic analysis | Floating ring bearings | A FEM-based model analyzed by numerical continuation approach. Journal speed as a parametric study | [33] | The bearing modulus plays a crucial role in evaluating the threshold speed of rotor stability and sequences of bifurcation |
Dynamic analysis | Floating ring bearings | Hopf bifurcation theory | [34] | Identification of the presence and size of the stable and unstable limit cycles |
Dynamic analysis | Floating ring bearings | A FEM-based model operated at transient conditions | [38] | Angular acceleration and deceleration have negligible influence on the system's total stability |
Stability analysis | Floating ring bearings | FEM model with a threshold value of 0.5 and waterfall diagrams | [44] | gyroscopic effects on the conical whirl instability of a turbocharger |
Dynamic analysis | Floating ring bearings + Thrust bearings | A FEM-based model with Newmark algorithm for time integration | [45] [46] | Influences of thrust bearing on the lateral dynamics of Turbochargers |
Dynamic analysis | Cylindrical Floating ring bearings | The modified particle swarm optimization (MPSO) scheme | [140] | Prediction of bearing coefficients |
Dynamic analysis | Aerodynamic (gas) bearings | A nonlinear time-dependent calculation is used for the dynamic simulation of a rotor | [57] | Additional damping can enhance stability |
Dynamic analysis | Gas foil bearings | Stationary and nonlinear Stability analysis | [59] | Compliant surface bearings can have better stability characteristics than rigid bearings |
Dynamic analysis | Gas foil bearings | Coulomb damping with a nonlinear transient analysis approach | [61] | FB is much more effective at the resonance condition for controlling vibration amplitude |
Stability analysis | Gas foil bearings | Analysis by an experimental test setup with three uniform metal shims | [66] | An improved LCC and stability with reduced amplitude of vibration |
Dynamic analysis | Airfoil bearings | Evaluation of the elastic structure's dynamic stiffness and damping by Dynamic shaker tests with a harmonic excitation | [69] | Influences of introducing metal shims between the bumps and the bearing sleeve |
Dynamic analysis | Foil thrust bearings | Experimental tests with various static loads and frequency of excitations | [76] | Enhanced stiffness and decreased damping |
Elasto-gas-dynamic analysis | Airfoil thrust bearings | A Reissner–Mindlin-type shell theory models the exact geometry of the bump foil | [77] | AFTB possess minimized load capacity than rigid types |
Dynamic analysis | Viscoelastic supports | The hybrid model incorporated oil and Viscoelastic supports | [86] | Minimized unbalanced amplitude response |
Dynamic Analysis | Rolling bearings | Increasing the number of balls | [97] | Enhanced Stiffness of system |
Thermo-mechanical analysis | Semi-floating ring bearings | Various parametric studies, along with the coupled Reynolds and the thermal energy transport equations, for the solution of the pressure and temperature zones of the interior and exterior films | [108] | Additional grooves axially on the interior side of SFRB can improve the dynamic stability and increment the flow of drawn oil and heat and drag power from the journal |
Thermo-mechanical analysis | Floating ring bearings | A FEM-based model with CHT numerical simulation | [110] | Importance of predicting the dissipation of damped internal energy in the temperature zone for better rotor dynamic characteristics |
Thermo-mechanical analysis | Floating ring bearings | Integration of thermal flow model with nonlinear rotor dynamics | [114] | Emerge of aerodynamic loads and increment in the journal speed |
Thermo-mechanical analysis | Floating ring bearings | Simulation and experimental studies of 3D THD model integrated with Downsons and transient 3D thermal equation | [116] | Existence of sub-synchronous frequencies under excitation |
Thermo-mechanical analysis | Bump-type gas foil bearings | 2D THD bulk flow with lump parameter thermal model | [120] | Reduced coefficients of heat transfer |
Thermo-mechanical analysis | Air foil thrust bearings | A FEM-based 3D TEHD model integrated with the Reynolds equation, 3D energy equation | [125] | An increment in the speed can enhance the AFTBs load capacity up to a certain critical speed |
Thermal analysis | Foil air bearings | An experimental analysis by measuring friction and wear data for coated surfaces | [128] | Thick solid hard coating on the journal surface is effective for better performance |
Thermal analysis | Gas foil bearings | Experiments with high-temperature FB | [134] [135] [136] | High temperature leads to seizure which the vibration signal of the rotor could not detect |
Thermal analysis | Bump-type foil bearings | Analytical model of thermoelastic instability (TEI) | [138] | Evaluate critical speed for TEI using perturbed heat waves |
Thermal analysis | Air foil bearings | Forced air cooling method | [139] | Find optimum cooling flow and double bump strip layer to be more effective for cooling |
Appendix 2: The detailed formulation for full and semi-floating ring bearings
The terminology involved in the analytical formulations from Eq. (1–12) is listed as follows:
With the assumption of iso-viscous Newtonian lubricating oil and the infinite short-bearing theory, the analytical solution of Reynolds Eqs. (1) and (2) can be obtained as follows:
The iso-viscous Newtonian lubricating oil assumption is applied to both films, and the boundary conditions are given as follows:
For the numerical calculation, the introduction of dimensionless variables is given as follows:
The conditions to develop the oil film force located at the intervals \(\left({\alpha }_{i},{\alpha }_{i}+\pi \right)\) and \(\left({\alpha }_{o},{\alpha }_{o}+\pi \right)\) are provided as follows:
the angles \({\mathrm{\alpha }}_{\mathrm{i}}\) and \({\mathrm{\alpha }}_{\mathrm{o}}\) can be described as
In the case of semi-floating ring bearings
The bulk-flow thermal energy transport equation for the inner film at a temrature \({T}_{i}\) is (from Eq. 23)
with
The shear mechanical energy dissipation function \(({\Phi }_{i})\) is:
The mean flow velocities in the circumferential and axial directions are,
The bulk-flow thermal energy transport equation for the outer film at a temperature \(T_{o}\) is (from Eq. 24)
with the mean flow velocities as:
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Tammineni, N.M., Mutra, R.R. A review on recent advancements in an automotive turbocharger rotor system supported on the ball bearings, oil film and oil-free bearings. J Braz. Soc. Mech. Sci. Eng. 45, 481 (2023). https://doi.org/10.1007/s40430-023-04383-8
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DOI: https://doi.org/10.1007/s40430-023-04383-8