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Journal ofTribologyTechnology ReviewA Review of Dry ParticulateLubrication: Powder and GranularMaterialsEmmanuel Y. A. WornyohVenkata K. JastiC. Fred Higgs III1e-mail: higgs@andrew.cmu.eduMechanical Engineering Department,Carnegie Mellon University,Pittsburgh, PA 15213-3890Research efforts related to dry particulates in sliding contacts arereviewed. In the tribology community, there are primarily twotypes of dry particulate lubricants that are studied—granular andpowder. Granular lubricants usually refer to dry, cohesionless,hard particles that transfer momentum and accommodate surfacevelocity differences through shearing and rolling at low shearrates, and collisions at high shear rates. Powder lubricants referto dry, cohesive, soft particles that accommodate surface velocitydifferences mostly by adhering to surfaces and shearing in thebulk medium, in a manner similar to hydrodynamic fluids. Spanning the past five decades, this review proposes a classificationsystem for the scientific works in the dry particulate tribologyliterature in terms of theory, experiments, and numerical simulations. It also suggests that these works can be further categorizedbased on their tribosystem geometry—annular, parallel, andconverging. 关DOI: 10.1115/1.2647859兴Keywords: dry particulates, granular and powder lubricants, cohesionless and cohesive, momentum, classification system, theory,experiments, numerical simulation1IntroductionDry particulate materials have been proposed as viable candidates for lubrication in extreme environments 共i.e., temperatureand/or loads兲, where conventional lubricants cannot perform adequately 关1–22兴. For example, the increased capacity of turbineengines will result in high temperatures on the order of 800 C,posing serious problems for modern cooling technology. At temContributed by the Tribology Division of ASME for publication in the JOURNAL OFTRIBOLOGY. Manuscript received April 10, 2006; final manuscript received January 9,2007. Review conducted by Michael M. Khonsari. Paper presented at the STLE/ASME 2006 International Joint Tribology Conference 共TRIB2006兲, San Antonio,Texas, USA, October 22–25, 2006.1Corresponding author.438 / Vol. 129, APRIL 2007peratures greater than 500 C, conventional liquid lubricants areunable to sustain loads, hence, the advent of solid/particulate lubrication 关12兴. Nanoscale solid lubrication has also come into fruition, as nanopowder lubricants have recently demonstrated excellent lubrication capabilities at extreme temperatures 关23–27兴.Additionally, there are huge technological gains that can be madeby understanding the behavior of dry particulates in sliding contacts under load in industries such as pharmaceutical processing,planetary rover exploration 关28兴, coal-based gasification 关29兴, attrition of granular salt 关30兴, and food processing.Researchers have proposed innovative forms of dry particulatelubrication, namely powder and granular. Powder lubricants areclassified as dry, “cohesive,” soft particles that radically deformunder load and accommodate surface velocity differences mostlyby adhering to surfaces and shearing in the bulk medium, similarto hydrodynamic fluids. Granular lubricants are classified as dry,“cohesionless,” hard particles that adequately maintain theirspherical geometry under load and accommodate surface velocitydifferences through sliding and rolling at low shear rates, andlargely through collisions at high shear rates. Both powder andgranular lubrication mechanisms have demonstrated that the particulates in the sliding contact can enhance lubrication and lowerfriction below boundary lubrication levels. At low speeds 共i.e.,low nominal shear rates兲, powder and granular lubricants mayappear to take on similar velocity accommodation behavior. However, one distinguishing phenomenological factor is their behaviors at the boundary, where powders usually adhere and coat surfaces, and granules usually slip, roll, and/or collide with surfaces.Figure 1共a兲 shows a powder lubricant in a converging slidingcontact 关31兴, while Fig. 1共b兲 shows a high-speed image of granular particles colliding in an annular sliding contact 关28兴.Dry particulate lubrication schemes have been proposed for innovative bearing technologies. For example, Kaur and Heshmatdeveloped an oil-free journal bearing 关9兴, capable of supportingsignificant rotor loads operating at 815 C and 30,000 rpm, thatwas lubricated by in situ powder film transfer 关6,7,10兴. Dampersin gas turbine engines have also been lubricated with powder 关17兴.McKeague and Khonsari proposed the development of a granularlubricated bearing by formulating a model that predicts the behavior of colliding granules in a slider-bearing configuration 关32兴.Several important studies on granular lubrication have also beenconducted recently by a number of authors 关21,33–38兴.Although there is a general agreement on the needs and motivation for an oil-free particulate lubrication mechanism, opinionsstill vary on issues such as classification 共i.e., granular or powderlubrication兲, modeling approaches, and the effect of interface geometry. There is also a classification quandary: Do dry triboparticulate materials in sliding contacts exist as powder or granularlubricants? Can a unified dry particulate theory be applied to analyze them?In the works described in this review, theoretical, experimental,and numerical simulation studies have been conducted either singly 共i.e., powder or granular兲 or dually 共i.e., powder and granular兲to study the behavior of dry particulates. Furthermore, from thevariety of geometrical configurations in the different studies, thisCopyright 2007 by ASMETransactions of the ASMEDownloaded 02 Jun 2007 to 128.2.5.212. Redistribution subject to ASME license or copyright, see http://www.asme.org/terms/Terms Use.cfm

representing the pinnacle of scholarly activity on dry particulatebased lubrication. One of the critical factors influencing the recentacclivity has been the advent of nanopowder lubrication. Thesenanosize lubrication materials suggests the potential for providingsolid lubrication, not only macroscale, but nanoscale sliding contacts, where liquids films in devices such as microelectromechanical systems 共MEMS兲 lead to show-stopping stiction 关39,40兴.2 Nature of Cohesive and Cohesionless Particulate LubricantsFig. 1†103‡„a Powder lubrication †31‡ and „b Granular lubricationreview paper focuses on dry particulate materials in annular, parallel, and converging geometry sliding contacts as shown in Fig.2. Shown in Fig. 1共b兲, annular geometries are usually the simplestto fabricate. Parallel geometries are usually formed by focusing ona parallel section of a “race track” shaped shear cell geometry asshown in Fig. 3.Converging geometries are usually used as bearing configurations where they commonly transmit load, as in eccentrically positioned 共or displaced兲 journal bearings 共see Fig. 1共a兲兲. Thus,granular flows in hoppers, bins, and on inclines would not beappropriately suited for this work. The authors make an attempt tocategorize the dry particulate body of tribology literature into asimple and clear classification system. For example, Fig. 4 is acatalog of representative papers from the dry particulate community that are either tribology related or forerunner papers totribology-based work. While Fig. 4 does not highlight every workdiscussed in this review, it is representative of the major contributors to dry particulate lubrication literature. The interested readershould ultimately look to use this review as a primer of the dryparticulate tribology literature and as a useful means for elucidating the interchangeable use of “granular lubrication” and “powderlubrication.” Hopefully, this work will also be useful in aiding theincreasing number of scientists who are studying the behavior ofdry particles in sliding contacts to understand them from a tribological perspective.Figure 5 shows a plot of the number of papers that have appeared in the tribology literature since the 1960s that deal withsolid lubrication. One can observe that roughly the last decade hasproduced an unsteady but definite increase in papers, with 2005Dry particulates 共powders and granules兲 perform the most essential function of a lubricant, which is to reduce friction and/orwear between two surfaces during relative motion and hence reduce the damage to the surfaces. Unlike conventional hydrodynamic fluids, dry particulates can sustain load in static contactswhen there is no entrainment flow or parallel geometries or whenthere is no “wedge” effect. Similar to hydrodynamic fluids, lubrication can be achieved by gradual velocity accommodationthrough the layers of discrete dry particles. The phenomenon ofdry particulate lubrication has been known for centuries, but itsuse in the modern sense dates back approximately five to sixdecades. The nature of dry particulate materials is quite complex,as can be seen in Fig. 6, where Higgs and Heshmat 关6兴 present theimportant characteristics that determine the state of the powdermaterials. Other important exposition on the nature of triboparticulates has been given by Heshmat and Brewe 关41兴. Their dualnature is also well known since they act as solid materials yet canflow similar to liquids when experiencing an external shear forcethat exceeds the material’s yield or flow stress 关42兴.From experiments in the tribology and tribology-related literature, Higgs and Tichy 关12兴 have identified some key differencesand similarities between granular and powder flow lubricants 关43兴,as follows:Key differences between powder and granular flow lubricants: Key similarities between powder and granular flow lubricants Fig. 2 Sliding contact geometries: „a annular, „b parallel,and „c convergingPowder particles are generally on the order of 1 m,whereas granules are on the order of 1 mm.In loaded sliding contacts, all powder particles undergocompletely inelastic collisions, whereas granular particlescan undergo nearly elastic collisions.Powders can coalesce and transfer a thin lubricating filmthat can protect the tribosurfaces. Both have been shown to generate lift in sliding contacts.In sliding contact geometries, both have density distributions, where the density is larger away from the boundariesnear the center of the film.In sliding contact geometries 共see Fig. 2兲, both provide lubrication more favorable to dry or boundary lubrication.Unlike hydrodynamic fluids, both exhibit a load carryingcapacity in static contact regions.Unlike hydrodynamic fluids, both exhibit a load carryingcapacity in parallel sliding contacts.Unlike hydrodynamic fluids, both exhibit slip at the boundaries in macroscale geometries.Mixture properties, such as solid fraction 共i.e., density兲, aredependent on pressure.Since the parameters characterizing the particulate flow lubricantsare sometimes similar, powder and granular flows have been compared directly in the literature. Additionally, terms such as “powder lubrication” and “granular lubrication” are used interchangeably. This review seeks to provide clarity to these types of issues.Fig. 3 Parallel section of an annular-shaped shear cellJournal of Tribology2.1 What Makes Some Powders Exhibit LubricationBehavior? Powders cannot be completely classified as solids, liquids, or gases since they can 共i兲 withstand some deformation whennot pressed too hard, 共ii兲 flow under certain circumstances, or 共iii兲APRIL 2007, Vol. 129 / 439Downloaded 02 Jun 2007 to 128.2.5.212. Redistribution subject to ASME license or copyright, see http://www.asme.org/terms/Terms Use.cfm

Fig. 4 Catalog of representative papers on dry particulate lubricationbe compressed to a certain degree, respectively 关44,45兴. Powders共as a third body兲 can exist between two surfaces to reduce wearand reduce friction 关46兴. Adhesion between these third-body particulates enables them to coalesce and provide the lubricating capabilities of friction, wear reduction, and velocity accommodation. As shown in Fig. 7, surface 1 and surface 2 are the firstFig. 5 Graphical representation of solid lubrication papers440 / Vol. 129, APRIL 2007bodies, and the powder lubricant is the third body. V1 and V2represent the velocities of the two first bodies, and 1 and 2 arethe surface roughness, respectively.An example of the creation and evolution of adhesion that occurs in wheel-rail natural third-body particulates have been described by Niccolini and Berthier 关47兴. According to their work,three factors that influence rheological changes as a function ofsliding and rolling velocities are: 共i兲 at very low sliding there is alocal plastic flow of adhering third body, 共ii兲 at transient adhesionload, there is a detachment of the adhering third body associatedwith the plastic flow of adhering third body, and 共iii兲 at maximaladhesion, the different local strip of sliding particles more or lessadheres to the contacting surfaces.Some crystalline monochalcogenides, such as tin selenide共SnSe兲 and gallium selenide 共GaSe兲, exhibit very good lubricationcapabilities 关48兴. Additionally, the lamellar nature of powderssuch as graphite, molybdenum disulfide 共MoS2兲, titanium dioxide共TiO2兲, and tungsten disulfide 共WS2兲, also makes them viable candidates as solid lubricants. Other lamellar powders include boronnitride 关49兴, silicon nitride 关49,50兴, and boric acid powder关51–53兴, which is an environmentally benign powder lubricant.Since lamellar materials are solid lubricants with inherently lowshear strength, they provide velocity accommodation, reduction ininterfacial friction, and load-carrying capacity.Transactions of the ASMEDownloaded 02 Jun 2007 to 128.2.5.212. Redistribution subject to ASME license or copyright, see http://www.asme.org/terms/Terms Use.cfm

Fig. 6 Variables and properties that affect powder lubricants †6‡2.2 What Makes Some Granular Materials Exhibit Lubrication Behavior? In granular flow lubrication, cohesionless, partially inelastic particles imposed between two surfaces accommodate differing surface velocities and sustain loads. Unlikeconventional liquid lubricants, granular flows have demonstratedan ability to sustain loads in static and dynamic contacts. It hasbeen observed that two modes of operation exist in granular lubrication. At lower shear rates or high loads, the load is supportedby strong contact forces between the compacted beads 共i.e., granules兲. This regime is known as granular contact lubrication. Global frictional forces are due to the continuous shearing of thebeads, and the load carrying capacity is due to elastic and plasticdeformation of the granules in contact. At increased shear rates orsmall loads, the granules are more agitated and lubrication in thissecondary regime is known as granular kinetic lubrication. Thereis also a transition regime which may be quasi-static 关34,54兴.Load carrying capacity in this mode is due to the shear and normalforces created by the colliding particles against the upper surface.2.3 Macroscopic and Microscopic Interactions of PowderLubricants. Typically, some microscopic quantities that affectpowder flow behavior are particle size, friction, cohesion, interac-tion forces between particles, and porosity 关55,56兴. These microscopic characteristics contribute largely to some important macroscopic properties, such as hardness and compaction. Particulatesize has also been adopted by Massoudi and Mehrabadi 关57兴 as acriterion for classifying powders: powders have been described ascomposed of particles up to 100 m in diameter with further subdivision into ultrafine 共0.1– 1 m兲, superfine 共1 – 10 m兲, orgranular 共10– 100 m兲. Friction data, crystal-chemical form, andevidence from electron microscopy indicate that interlayer bonding affects the lubrication mechanisms of solid lubricants 关48兴. Inpowder lubrication, cohesive powders coalesce, shear, and coatsurfaces to provide enhanced lubrication performance. Our focusis on such cohesive particulates in sliding contacts, which wedenote as “powder lubricants.”2.4 Macroscopic and Microscopic Interactions of Granular Lubricants. Granular properties, such as particle size, frictionbetween granules, particle-particle coefficient of restitution, wallparticle coefficient of restitution, and hardness, influence thegranular flow characteristics, such as velocity, spin, solid fraction,and granular temperature. Typically, the size of the granules is onthe order of 1 mm, although size is not the sole delineating criteria. For example, rigid 100 m steel granules between slidingtribosurfaces could accommodate velocity differences throughcollisions or rolling and sliding. These granular properties couplewith external parameters, such as surface speed and surfaceroughness control lubrication characteristics of granular flows.Important lubrication characteristics are load carrying capacity ornormal shear and shear stress at the walls, which is a measure offriction.3 Theoretical Modeling of Dry Powder and GranularMaterials in LubricationFig. 7 Powder lubricant as a third body †2‡Journal of TribologyDuring powder and granular lubrication, the particulates provide a load-carrying capability and reduce the friction and wear ofthe interacting surfaces. To successfully model these materials inthe interface, governing equations must be developed. A commonapproach adopted by several authors has been the use of conservation equations for mass, momentum, and modified or pseudoenergy, which takes into account velocity fluctuations and the inelastic collisions of particles in the case of granular lubrication.Once obtained, the governing equations are solved for parameterssuch as velocity, solid fraction 共or density兲, friction coefficient,and load-carrying capacity. The solution form is largely influencedAPRIL 2007, Vol. 129 / 441Downloaded 02 Jun 2007 to 128.2.5.212. Redistribution subject to ASME license or copyright, see http://www.asme.org/terms/Terms Use.cfm

by the complexity of the particular geometry used. Constitutiverelations are also needed to describe the behavior of dry particulates, in addition, to describing the behavior of the particulates atthe surface boundaries.3.1Governing Equations3.1.1 Governing Equations for Powders. The nonexistence ofa clear-cut fundamental equation of motion for powder lubricationled researchers to adopt a variety of forms. For example, someauthors have favored rheological studies as a viable means. Bingham defined rheology as “study of the deformation and flow ofmatter” 关58兴. Rheology combines the theories of continuum mechanics with ideas obtained by considering the microstructure ofthe objects being studied 共a terminology invented by Bingham in1929兲 关58兴. Heshmat 关1兴 used this approach in the development ofa semi-empirical model to predict the behavior and performanceof powders he called “quasi-hydrodynamic” lubricant films. Soilmechanics principles, such as Coulomb’s laws, have also beenused by other authors, such as Arkers 关59兴, who studied the microscopic phenomena that largely determines bulk properties ofpowder and granular materials. For simple shear flow of cohesivepowders, Mei et al. 关56兴 developed a method to quantify particleconcentration non-uniformity for both dilute and dense conditions.The quantitative measurement of particle concentration nonuniformity was used to identify particle cluster structures at high bulkconcentration under a varying range of shear rates and to understand the run-monotonic behavior of the stress-strain rate in thepresence of strong cohesion. Iordanoff et al. 关60兴 outlined limitations for using a continuum model to describe powders by citingtwo works by Berthier et al. 关61,62兴. The limitations arise from:共i兲 the main mechanism responsible for the macroscopic mechanical and physicochemical properties around the contact, 共ii兲 thefirst bodies that influence the geometry of the contact and thenatural source flow, and 共iii兲 the third body, which refers to thetriboparticulates in the interface.Tardos et al. 关63兴 studied the rheological behavior of powders inthe “intermediate” regime lying between the slow and rapid flowregime. Although they did study the intermediate flow of frictionalbulk powder in an annular couette geometry, such flows were notdirected at lubrication studies. These studies were aimed at powders moving relative to solid walls in hoppers, bins, inserts, andmoving paddles.The phenomenological insights of Kohen et al. 关64兴 and Godet关65兴 have had useful impacts in the analysis of sliding contacts.Using these insights, Berthier et al. 关61,62兴 and Berthier 关66兴 advanced experimental and theoretical evidence to clarify the thirdbody concepts, especially as it relates to velocity accommodationand other key tribological phenomena. Additionally, Fillot et al.关67兴, and Descartes et al. 关68兴 have studied the third-body conceptin greater detail. Furthermore, Iordanoff et al. 关69兴 and Fillot et al.关70兴 have also used the third-body approach to perform usefulnumerical simulations that have yielded fundamental mass balance laws. More recently, Wornyoh and Higgs 关71兴 have adoptedthese mass balance laws to formulate the governing equations fora pellet-on-disk with slider arrangement. In their control volumefractional coverage 共CVFC兲 model, the governing equation of motion was solved and applied to the linear-rule of mixtures fromDickrell et al. 关72,73兴, resulting in the prediction of importanttribological parameters, such as friction coefficient and wear factor.3.1.2 Governing Equations for Granular Materials. Similar toconventional fluid mechanics for gases or liquids, the governingequations for granular flows consist of the conservation equationsfor mass, momentum, and energy. However, the gases and liquidsare composed of colliding molecules, whereas a granular flowwould consist of inelastically colliding granules. The only adjustments made to the conservation equations so that they could beapplied to granular flows were 共i兲 the internal energy of the flow ischaracterized as the pseudothermal energy, and 共ii兲 the granular442 / Vol. 129, APRIL 2007particle collisions are not elastic as assumed in gas and liquidmolecules. In recent years, the granular tribology community关21,74–77兴 has employed granular forms of the conservationequations as described by either Haff 关78兴 or Lun et al. 关79兴. Theconservation of mass equation for granular flows is of the form:D ជ ·Uជ兲 共ⵜDt共1兲where the granular flow density and granular mixture velocity Uare the key parameters. The granular conservation of momentumequation is ជDU gជ ⵜ · J Dt共2兲 is the stress tensor and gជ is the body force vector. Thewhere Jgranular conservation of energy equation is also known as thepseudoenergy equation. It is similar to the conventional energyequation for fluids except that the rate of change of the granulartemperature is balanced against the energy added and dissipatedfrom the system due to friction and inelastic particle collisions.The granular temperature is a measure of the fluctuating component of the granular particles relative to the mean granular velocity field 关43兴. Thus, it is written as3 D共 T兲ជ · qជ f c ⵜ2 Dt共3兲where qជ is the molecular energy transport, f is the work rate ofmomentum, and c is the inelastic work rate 共dissipation due toinelastic particle collisions兲. Details on Eqs. 共1兲–共3兲 can be foundin Higgs and Tichy 关12兴.Tribologists have employed these dry particulate conservationequations in novel ways. Tsai and Jeng 关77兴 developed a governing lubrication equation 共i.e., a “granular Reynolds equation”兲 forgranular flows using Haff’s conservation equations. They subsequently applied their average lubrication equation for grain flowto powder-lubricated journal bearings 关21兴, yet compared it to thepowder bearing experiments of Heshmat and Brewe 关4兴. Becauseof the dearth of granular 共dry hard cohesionless particles兲 tribology experiments, it is understandable that granular tribologistsmake comparisons between the granular tribology models and theplethora of powder 共dry soft cohesive particles兲 lubrication experiments developed by Heshmat and his collaborators 共see powderexperiments in Sec. 4兲.3.2 Constitutive Relations. Constitutive relations typicallyshow the relation between shear stress and strain rate. The needfor a constitutive relation for the stress tensor has been demonstrated by both theory and experiment 关2,80兴. Together with thegoverning equations and or boundary and or initial conditions, anydry lubrication problem can be completely formulated. The difficulty has been the divergence of opinions on the appropriateforms. For instance, Heshmat and Brewe 关3兴 developed an equivalent viscosity model based on experimental results fitted to a computer program for predicting the quasi-hydrodynamic behavior ofpowder lubrication. This continuum-based rheological approachdescribes the flow of powders that occurs between a critical yieldstress and a limiting shear stress. However, Chen et al. 关81兴 proposed alternate constitutive equations to describe the rheology ofpowders. In modeling granular kinetic lubrication, one applies theproper 共“invariant” or “admissible”兲 rheological constitutive equations for stress, conduction, and dissipation to thin shearing flows.3.2.1 Constitutive Relations for Powders. To develop theirconstitutive models for powder flows, Chen et al. 关81兴 experimented with an annular shear cell-powder rheometer and confirmed some important observations by Tardos et al. 关82兴 concerning the behavior of cohesive powders. For example, 共i兲 the shearstress is invariant with shear rate in the frictional regime of apowder plug, and 共ii兲 “the shear-to-normal stress initially inTransactions of the ASMEDownloaded 02 Jun 2007 to 128.2.5.212. 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creases with shear rate,” and when a critical shear rate is reached,the shear-to-normal stress decreases with increasing shear rate until collisional stresses become stronger. Using a simple quadraticmodel, they approximated cohesive powder rheological behavioras冉 冊 冉 冊 xrdudu ao bo co odrdr2共4兲where ao, bo, and co, were unknown coefficients to be determinedby experiment. ao is the tangent of the internal angle of friction,ao o is a viscous coefficient, and co o is a second-order correctionthat accounts for decreasing dynamic friction with increasingshear rate.Heshmat 关1兴 compares the stress-strain rate behavior of powderlubricants to the rheology of a hydrodynamic liquid using therelationship u 1 关 3 5兴 y o共5兲where is the shear stress, o is the viscosity, and , arerheological parameters that characterize the non-Newtonian rheology of the powder. He showed that a powder layer has two shearstress limits, typical of a typical pseudoplastic material 关16,83兴.Consequently, powder will not flow until the shear stress exceedsits yield value y, and it is incapable of withstanding a shear stressabove a limiting value of a shear stress L, known as the powder’slimiting shear stress above a limiting value of y. Each of these isbulk properties of the powder film and must be obtained fromexperiment for any powder lubricant candidate.3.2.2 Constitutive Relations for Granular Materials. Kinetictheory uses molecular models and the methods of statistical mechanics to create constitutive relations that predict the behavior ofthe bulk flow instead of that of the individual particles. For densegases, the kinetic theory was originally used to characterize thestress on the surface as being caused by the transport of momentum across the gas by the colliding molecules as described byElrod 关11兴. Haff used the kinetic theory approach to modelinggranular flows noting that the individual grains are treated as a“molecules of granular fluid” 关21兴. As stated previously, Haff’scontinuum theory and constitutive relations 关78兴 for describing themotion of granular material are used frequently by granular tribologists ever since Elrod took the “first look” in his granulartribology review paper 关11兴, which focused largely on granularflows. Adopting Haff’s constitutive relations, Dai et al. 关84兴worked to determine the capability of granular flows to be viablemechanisms for lubrication in slider bearings. Subsequently,McKeague and Khonsari 关32兴 used his theories to perform parametrical studies with granular flows and also to predict the hydrodynamic pressure profiles from the well-known powder lubrication experiments of Heshmat 关85兴. Tribologists have also usedconstitutive relations by Lun et al. to model granular flows inparallel sliding contacts under load 关12,79,86,87兴 and more recently, granular slider bearings 关88兴.There have been useful works outside of the tribology community that are useful for understanding tribological phenomena observed in granular flow. For example, Savage and Jeffrey 关89兴developed constitution relations for stress at high shear rates,which is likely the regime that granular tribologists call “granularkinetic lubrication” 关12,13兴 as described in Sec. 2.2. They alsodeveloped their constitutive relations based on the Carnahan andStarling spatial distribution 关90兴 for granules, which was utilizedin several granular lubrication papers 关12,79,86,87兴. Massoudi andMehrabadi 关57兴 developed a constitutive relation for the stresstensor to observe the “dilatancy” effect in granules, where thegranular material expands during shearing. They used a nonkinetictheory-based continuum mechanics approach as opposed to thekinetic approach pioneered by Johnson and Jackson 关91兴. It isinteresting to note that granular tribologists would likely interpretJournal of TribologyFig. 8 Schematic of roughness factors. Roughness factors Rare defined as „a the fraction of lateral momentum imparted bythe surface and „b the fraction of granular particles that fitsbetween wall disksdilatancy as some form of the granular material’s “lift” or loadcarrying capacity, which relat

categorize the dry particulate body of tribology literature into a simple and clear classification system. For example, Fig. 4 is a catalog of representative papers from the dry particulate commu-nity that are either tribology related or forerunner papers to tribology-based work. While Fig. 4 does not highlight every work

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