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Superheating and melting within aluminum core–oxide shell nanoparticles for a broad Cite this: Phys. Chem. Chem. Phys., 2016, 18, 28835 range of heating rates: multiphysics phase field modeling
Yong Seok Hwanga and Valery I. Levitas*b
The external surface of metallic particles is usually covered by a thin and strong oxide shell, which significantly affects superheating and melting of particles. The effects of geometric parameters and heating rate on characteristic melting and superheating temperatures and melting behavior of aluminum nanoparticles covered by an oxide shell were studied numerically. For this purpose, the multiphysics model that includes the phase field model for surface melting, a dynamic equation of motion, a mechanical model for stress and strain simulations, interface and surface stresses, and the thermal conduction model including thermoelastic and thermo-phase transformation coupling as well as transformation dissipation rate was formulated. Several nontrivial phenomena were revealed. In com- parison with a bare particle, the pressure generated in a core due to different thermal expansions of the core and shell and transformation volumetric expansion during melting, increases melting temperatures with the Clausius–Clapeyron factor of 60 K GPa 1. For the heating rates Q r 109 Ks 1, melting tem- peratures (surface and bulk start and finish melting temperatures, and maximum superheating tempera- ture) are independent of Q. For Q Z 1012 Ks 1, increasing Q generally increases melting temperatures and temperature for the shell fracture. Unconventional effects start for Q Z 1012 Ks 1 due to kinetic Received 5th June 2016, superheating combined with heterogeneous melting and geometry. The obtained results are applied to Accepted 23rd September 2016 shed light on the initial stage of the melt-dispersion-mechanism of the reaction of Al nanoparticles. DOI: 10.1039/c6cp03897b Various physical phenomena that promote or suppress melting and affect melting temperatures and temperature of the shell fracture for different heating-rate ranges are summarized in the corre- www.rsc.org/pccp sponding schemes.
Melting temperature of materials and melting mechanisms (including the effect of mechanics) for low6,7 and high10,11 depend on various parameters: size, shape, condition at the heating rates. Similar studies were performed for spherical surface, pressure (or, more generally, stress tensor), and heating particles without mechanics5,6 and with mechanics in quasi- rate, as well as on their interaction. Melting temperature depres- static formulation.6,7 Strong effects of the width of the external sion with reduction of the particle radius is well-known from surface and thermally activated nucleation were revealed within experiments,1,2 thermodynamic treatments,1,2 molecular dynamics the phase field approach in ref. 12. If the external surface of the simulations,3,4 and phase field studies without mechanics5,6 and material under study represents an interface with another solid, with mechanics (but without inertia effects).6,7 surface melting depends on the type of interface. The low-energy Reduction in surface energy during melting leads to pre- coherent interfaces increase energy during melting and, con- melting below melting temperature followed by surface melting sequently, suppress surface nucleation and promote super- and solid–melt interface propagation through the entire sample heating.13,14 On the other hand, an incoherent interface, whose with increasing temperature. This was studied using the phase energy reduces during melting, promotes surface melting.2 field approach for the plane surface analytically8,9 and numerically Hydrostatic pressure inside a shell which can be created for materials with volume expansion during melting suppresses p melting and increases equilibrium melting temperature T eq a Department of Aerospace Engineering, Iowa State University, Ames, Iowa 50011, according to the Clausius–Clapeyron relationship. The effect of USA. E-mail: [email protected] b Departments of Aerospace Engineering, Mechanical Engineering, and Material pressure appears automatically within the phase field approach 6,15 Science and Engineering, Iowa State University, Ames, Iowa 50011, USA. if proper thermodynamic potential is implemented. Under E-mail: [email protected]; Fax: +1 801 788 0026; Tel: +1 515 294 9691 non-hydrostatic internal stresses that relax during melting,
This journal is © the Owner Societies 2016 Phys. Chem. Chem. Phys., 2016, 18, 28835--28853 | 28835 Paper PCCP e.g. under biaxial stresses due to constraint, melting tempera- leads to a wide spectrum of behavior from the reduction of the ture reduces. See thermodynamic11,16 and phase field11 treat- melting temperature due to size effect to a minor superheating ments for a layer. Melting temperature drastically decreases of up to 15 K32–35 due to sufficient time for stress relaxation. during very high strain-rate uniaxial compression in a strong Stress measurement in Al nanoparticles was performed in shock wave, as it was predicted thermodynamically and con- ref. 32 and 34–36. In contrast, fast heating with the rate higher firmed by molecular dynamics simulations.17 than 106–108 Ks 1 can lead to the estimated superheating Metal can be kinetically superheated above its equilibrium by several hundred K due to the pressure increase37 because melting temperature when it is subjected to an extremely fast there is not sufficient time for phase transformations and other heating rate, for example, during irradiation by an ultra-fast laser stress relaxation mechanisms in the shell. For the higher with high energy, such as picosecond (ps) and femtosecond (fs) heating rates of 1011–1014 Ks 1 used in experiments,38–40 both lasers. It has been observed in experiments18–20 and phase field the pressure-induced increase in melting temperature and kinetic simulations10,11 that an aluminum layer can be superheated up superheating are expected. to at least 1400 K,20 which is far above its equilibrium tempera- Thus, for understanding and quantifying melting of metallic ture, Teq = 933.67 K. The major reason for kinetic superheating, nanoparticles in a broad range of heating rates, one has to when heterogeneous surface melting initiates the process, is include and study the effect of an oxide shell and major physical the slower kinetics of solid–melt interface propagation than processes involved in melting, in particular, the effect of the heating.10,21 For very high heating rates Q Z 1012 Ks 1, elastic generated pressure, kinetic superheating, heterogeneity of tem- wave propagation can affect the temperature of the material perature and stress fields, dynamics of elastic wave propagation, through thermoelastic coupling and melting temperature surface and interface energies and stresses, and coupling of the through the effect of stresses.22 Melting also influences the above processes. This is a basic outstanding multiphysics pro- temperature of materials through thermo-phase transforma- blem to be solved. Most of these processes strongly depend on tion coupling, mostly due to latent heat. the core radius Ri and the oxide shell thickness d; thus, their Thus, an analysis of kinetic superheating of materials effect should be studied in detail. should take several physical processes and their couplings into The understanding of the melting of Al nanoparticles at a account. Recently, there has been some research and suggested high heating rate is also very important for understanding and models23–27 to describe ultra-fast heating and melting with or controlling the mechanisms of their oxidation and combus- without mechanics, including thermoelastic coupling or thermo- tion.31,37,41 According to the melt-dispersion mechanism of the phase transformation coupling. However, those models neither reaction of Al particles,31,37,41 high pressure in the melt and describe a complete set of participated physical phenomena nor hoop stresses in the shell, caused by the volume increase include correct coupling terms rigorously derived from the during melting, break and spall the alumina shell. Then, the thermodynamic laws. Recently, we have developed a novel phase pressure at the bare Al surface drops to (almost) zero, while field model, which includes all of the above physical phenomena pressure within the Al core is not initially altered. An unloading and couplings in a single framework.10,11,22 spherical wave propagating to the center of the Al core generates a However, all the above modeling results have been obtained tensile pressure of up to 3 GPa at the center, which reaches 8 GPa for melting bare metallic nanostructures. In reality, metallic in the reflected wave. The magnitude of tensile pressure signifi- (e.g., Al, Fe, Cu, and others) particles and layers have a strong cantly exceeds the cavitation strength of liquid Al and disperses passivation oxide layer at the external surface. Thus, nano- the Al molten core into small bare drops. Consequently, the particles form a core–shell structure. The aluminum oxide or melt-dispersion mechanism breaks a single Al particle covered alumina passivation layer can be formed even at room tem- by an oxide shell into multiple smaller bare drops, which is perature28 by transporting Al cations driven by the non- not limited by diffusion through the initial shell. This mecha- equilibrium electrostatic field, the so-called Cabrera–Mott nism was extended for micron-scale particles42,43 and utilized mechanism.29,30 Aluminum oxide has a lower thermal expan- for increasing the reactivity of Al nano- and micron-scale sion coefficient than the aluminum core, so the compressive particles by their prestressing.44,45 However, there has been pressure in the core and the tensile hoop stress in the oxide no research for melting and kinetic superheating of Al nano- shell are generated due to volumetric expansion during heating particles within an oxide shell at high heating rates to the best before melting.31 Since melting of Al is accompanied by a of our knowledge. volumetric strain of 6%, pressure of several GPa can be In this paper, we study superheating and melting of Al nano- obtained in the melt and hoop stress in the alumina shell is particles covered by an alumina shell and the corresponding on the order of magnitude of 10 GPa. High pressure in the core physical processes under high heating rates. We utilize our results in an increase in the melting temperature according to recent model10,11,22 that includes the phase field model for the Clausius–Clapeyron relationship. The generated pressure melting developed in ref. 6 and 7, a dynamic equation of depends on the ultimate strength of the shell and relaxation motion, a mechanical model for stress and strain simulations, processes in it, including phase transformations from amor- and the thermal conduction model with thermo-elastic and phous alumina to crystalline g and d phases. Thus, slow heating thermo-phase transformation coupling, as well as with a dissi- of Al nanoparticles with an oxide layer at 20 K min 1, depend- pation rate due to melting.10,11 The effects of geometric parameters ing on the Al core radius (Ri) and the oxide shell thickness (d), (which determine the stress-state and temperature evolution)
28836 | Phys. Chem. Chem. Phys., 2016, 18, 28835--28853 This journal is © the Owner Societies 2016 PCCP Paper
and heating rate on the characteristic melting and super- bulk and shear elastic moduli, DK = Ks Km; b is the gradient heating temperatures and melting behavior, as well as on the energy coefficient; H is the latent heat; Tc is the melt instability maximum temperature corresponding to fracture of the shell, temperature assumed to be 0.8Teq. Using thermodynamic are simulated and analyzed by a parametric study. Several procedures, the following equations for the stress tensor r is nontrivial and unconventional phenomena are revealed. The obtained: influence of the above parameters at the initial stage of the @c @c 31 r ¼ J 1rZ ¼ r þ r ; (7) melt-dispersion-mechanism of reaction of Al nanoparticles is @e @rZ e st evaluated and discussed. r y re ¼ Ke0eI þ 2mee; sst ¼ c þ c I brZ rZ; (8) 1 Models which consists of elastic stress re and interface stresses rst. The 1.1 Governing equations same procedure leads to the Ginzburg–Landau equation: Due to high heating rates and short melting time, we will neglect 1 @Z 1@c 1 @c ¼ J þr J crystallization of the amorphous alumina shell and any inelastic L @t @Z @rZ flow in it. The model consists of the phase field equation, the e equation of motion, equations of elasticity theory, and the heat 1 @f ¼ J e0tpe þ 3peDa T Teq conduction equation; all of them are coupled. The phase field @Z (9) equation is applied only to the aluminum core since melting in T @f 46 1 2 aluminum oxide starts at a much higher temperature (2324 K ). J 0:5DKe0e þ mee:ee þ H 1 Teq @Z We designate contractions of tensors A ={Aij}andB ={Bji} over 2 one and two indices as A B ={AijBjk}andA:B = AijBji, respectively; 4AZð1 ZÞð0:5 ZÞþbr Z;
I is the unit tensor, r and r0 are the gradient operators in the r deformedandundeformedstates,and# designates the dyadic where L is the kinetic coefficient, pe = e:I/3 is the mean elastic product of vectors. stress, and p = pe is the pressure. Equations for phase transformation and deformation. Total For the aluminum oxide shell, eqn (1), (2), (3) and (7) are replaced by eqn (10) and (11): strain tensor e =(r0u)s (where u is the displacement vector and the subscript s designates symmetrization) can be additively e = ee + ey; ey = aox(T T0)I, (10) decomposed into elastic ee, transformation et, and thermal ey r r e m strains: = e = Kox 0eI +2 oxee. (11) Equation of motion. The momentum balance equation is e = ee + et + ey; e = 1/3e0I + e; (1) accepted in a traditional form: e = e I = e + e ; e = 1/3e (1 f(Z))I; (2) in in t y t 0t @2u r ¼r r: (12) @t2 f = Z2(3 2Z) for 0 r Z r 1; If the time scale of an elastic wave is much smaller than that of ey = as(Teq T0)I +(am + Daf(Z))(T Teq)I. (3) melting, the equation is replaced by the static equilibrium Here, Z is the order parameter that varies from 1 in solid to 0 in equation: r r =0. Heat transfer equation. The energy balance equation can be melt, as and am are the linear thermal expansion coefficients for presented in the form of the following temperature evolution solid and molten Al, respectively, Da = as am, T0 is the initial equation, in which thermal conduction is assumed to be the only temperature, e0 is the total volumetric strain, e0t is the volu- metric transformation strain for complete melting, and e is the mechanism of heat transfer: , deviatoric strain. The definition of f is modified to ensure a @T @p @Z 2 C ¼r ðkrTÞ 3TðÞa þ Daf e þ L single minimum of free energy for Z o 0 and Z 4 1 in the case @t m @t @t of T 4 1.2Teq or T o 0.8Teq; see below. (13) The Helmholtz free energy per unit undeformed volume is H @f@Z 3peDa T ; formulated as in ref. 7 and 10: Teq @Z @t
c ¼ ce þ Jc y þ cy þ Jcr; c y ¼ AZ2ð1 ZÞ2; (4) where C is the specific heat and k is the thermal conductivity. The time delay between electron gas and phonon47 is ignored e 2 y c = 0.5Ke0e + mee:ee; c = H(T/Teq 1)f(Z); (5) due to the fact that time scale is much longer than a few picoseconds in these simulations. In eqn (13), the second term cr = 0.5b|rZ|2, A:= 3H(1 T /T ). (6) c eq on the right hand side describes thermoelastic coupling (e.g., Here, ce, cy, c y, and cr are the elastic, thermal, double-well, cooling in an expansion wave or heating in a compression wave), and gradient energies, respectively; r0 and r are the mass the third term is the dissipation rate due to melting, and the last densities in the undeformed and deformed states, respectively; term is the heat source due to melting. For an aluminum oxide
J = r0/r =1+e0; K(Z)=Km + DKf(Z), and m(Z)=msf(Z) are the shell, only a thermoelastic coupling term is used.
This journal is © the Owner Societies 2016 Phys. Chem. Chem. Phys., 2016, 18, 28835--28853 | 28837 Paper PCCP
1.2 Numerical model, boundary and initial conditions, and external surfaces, we assume that interface stress is equal to the material properties interface energy. The boundary condition for the order para- Geometry. A 1D model in spherical coordinates is used to meter (16) is related to the change in the Al–alumina interface simulate Al superheating and melting in the Al core–alumina energy gcs during melting, when it changes from gs for solid Al to gm for molten Al. shell structure. Fig. 1 shows a 1D geometry, where Ri is the radius of the aluminum core, d is the oxide shell thickness, and For a solid phase, Z = 1, the thermodynamic driving force X = 0 in the Ginzburg–Landau eqn (9) and dg/dZ = 0 in eqn (16). Rs = Ri + d. Computational methods. The finite element method code Thus, melting cannot start without some perturbations at the 6 COMSOL Multiphysics48 is used for numerical simulation. Two boundary. We introduce perturbation Z^ =10 and the condi- time discretization methods, Backward Differentiation Formula tion that if Z 4 1 Z^ at the boundaries, then Z =1 Z^. This (BDF) and Generalized Alpha, used in COMSOL led to the same condition prevents the disappearance of the initial perturba- results; therefore, the first order BDF is selected for the stability tion when heating occurs below the melting temperature. The of computation. The quadratic Lagrangian elements were suffi- perturbation can bring about numerical oscillation, which cient to resolve a solid–melt interface, and higher order elements can cause the order parameter to grow larger than unity when made no improvement in the accuracy of the solution. Both the T 4 1.2Teq once Z 4 1. This happens because the traditional 2 time step and the size of the finite element have been reduced definition of f, f = Z (3 2Z), while fully satisfactory for until solutions with different discretization coincide. The time 0 r Z r 1, creates an unphysical minimum of the local order y y step was inversely proportional to the heating rate and provided parameter-dependent part of the energy, c þ c for Z 4 1, as at most 2–3 K increments per time step. It has been found that at shown in Fig. 2(a). To prevent the unphysical minimum, func- 2 least 5 elements are necessary to resolve the solid–melt interface, tion f is modified for Z 4 1 and T 4 Teq to f =2 Z (3 2Z)in which is about 2 nm wide for Al. Increasing the number of order to eliminate the artificial minimum, as illustrated in elements inside the interface did not result in a noticeable Fig. 2(a). The reinforced function f also produces a larger improvement of the solution. driving force, leading to returning f to the range Z r 1 for Boundary and initial conditions. The following boundary Teq r T r 1.2Teq. Also, the traditional definition of f can make conditions at points C and S, as well as jump conditions at unphysical growth of Z below zero when T o 0.8Teq once Z o 0. 2 point I are applied. In this case, function f = Z (3 2Z) for Z o 0 can guarantee a single minimum and stability of the computation. In summary, @Z At r ¼ 0: ¼ 0; u ¼ 0; h ¼ 0: (14) 2 @r f =2 Z (3 2Z) for Z 4 1 and T 4 Teq; f Z2 Z Z 4 At r = Ri: u1 = u2; sr,1 sr,2 = 2gcs/Ri; T1 = T2; h1 = h2. = (3 2 ) for 1 and T r Teq. (18) (15) 2 2 f = Z (3 2Z) for Z o 0 and T 4 Teq; @c @Z dgcs J n ¼ brZ n ¼ b ¼ ; gcsðZÞ¼gm þ ðÞgs gm fðZÞ: 2 @rZ @r dZ f = Z (3 2Z) for Z o 0 and T r Teq. (19) (16) At the external surface, a jump in normal stress from the value
of the gas pressure pg to the radial stress in a shell sr,2 due At r = Rs: sr,2 = 2gox/Rs + pg; h2 = h*. (17) to surface tension is applied; we use pg = 0 in simulations. Here n is the unit normal to the interface, which coincides with External time-independent heat flux h* is prescribed and its the radial direction; subscript 1 is used for the Al core and magnitude is iteratively chosen in a way that it produces the subscript 2 for the alumina shell. Eqn (14) describes traditional desired heating rate at point C. conditions at the center of symmetry: zero radial displacement u, The initial temperature is T0 = 293.15 K, initial stresses are heat flux h, and gradient of Z. At the internal core–shell interface, zero, and the initial order parameter is Z = 0.999 for all cases. continuity of the displacement, temperature, and heat flux is Material properties. The specific heat of aluminum, C = Cm + imposed, as well as jump in the normal stress component to the (Cs Cm)f(Z); according to ref. 49, interface is caused by interface stress. For both internal and Cs = (2434.86 + (3308.87 2434.86)/(900.0 300.0) (T 300.0)) 103 J(m3 K) 1 for T o 900.0 K; (20)
3 3 1 Cs = 3308.87 10 J(m K) for T Z 900.0 K; (21)
Cm = (2789.1 + (2713.72 2789.1)/(1173.0 933.0) (T 933.0)) 103 J(m3 K) 1, (22)
where Cs and Cm are specific heats of solid and molten aluminum, Fig. 1 Domain for 1D simulation, where C, I, S represent the center, the respectively. The specific heat of aluminum oxide is assumed to be 6 3 1 interface and the surface, respectively. temperature independent, Cox = 4.924 10 J(m K) .
28838 | Phys. Chem. Chem. Phys., 2016, 18, 28835--28853 This journal is © the Owner Societies 2016 PCCP Paper
Table 2 Properties of aluminum oxide50,51