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Siqi WANG, Huishan CAI, Baofeng GAO, Ding LI. Stabilization of ion-temperature-gradient mode by trapped fast ions[J]. Plasma Science and Technology, 2022, 24(6): 065102. DOI: 10.1088/2058-6272/ac5e73
Citation: Siqi WANG, Huishan CAI, Baofeng GAO, Ding LI. Stabilization of ion-temperature-gradient mode by trapped fast ions[J]. Plasma Science and Technology, 2022, 24(6): 065102. DOI: 10.1088/2058-6272/ac5e73

Stabilization of ion-temperature-gradient mode by trapped fast ions

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  • Author Bio:

    Huishan CAI, E-mail: hscai@mail.ustc.edu.cn

  • Received Date: October 21, 2021
  • Revised Date: March 13, 2022
  • Accepted Date: March 15, 2022
  • Available Online: December 12, 2023
  • Published Date: May 17, 2022
  • Understanding and modeling fast-ion stabilization of ion-temperature-gradient (ITG) driven microturbulence have profound implications for designing and optimizing future fusion reactors. In this work, an analytic model is presented, which describes the effect of fast ions on ITG mode. This model is derived from a bounce-average gyro-kinetic equation for trapped fast ions and ballooning transformation for ITG mode. In addition to dilution, strong wave-fast-ion resonant interaction is involved in this model. Based on numerical calculations, the effects of the main physical parameters are studied. The increasing density of fast ions will strengthen the effects of fast ions. The effect of wave-particle resonance strongly depends on the temperature of fast ions. Furthermore, both increasing density gradient and the ratio of the temperature and density gradients can strengthen the stabilization of fast ions in ITG mode. Finally, the influence of resonance broadening of wave-particle interaction is discussed.

  • Improving plasma confinement is beneficial for designing future nuclear fusion devices and optimizing the performance of present devices. An important limiting factor of plasma confinement in fusion devices is microturbulence [1]. As a significant driver of plasma turbulence, ion-temperature-gradient (ITG) instability [25] is principally responsible for the degradation of ion energy confinement. Therefore, it is extremely valuable to study the mechanisms that limit its development.

    Fast ions [6] are mainly generated by fusion reactions, as well as auxiliary heating systems, such as neutral beam injection [7] and ion cyclotron resonance heating [8]. Understanding the behavior of fast ions is important since they are an essential component of fusion plasma and play a major role in sustaining fusion-relevant bulk temperatures. In addition, fast ions carry large power, which implies that even small fast-ion losses can damage the first wall of a fusion device. Therefore, the confinement of fast ions is worth studying.

    The study of fast-ion interaction with plasma turbulence has recently attracted particular interest. On the one hand, background plasma turbulence can induce the transport of fast ions and lead to the redistribution or losses of fast ions [912]. On the other hand, fast ions can affect plasma turbulence in turn [1315]. In some experimental and numerical studies [1620], the suppression of plasma turbulence has also been observed, which is linked to the presence of fast ions. Generally, the effects of fast ions can be classified as electrostatic effects and electromagnetic effects. In [14], the effect of the dilution of the main ions on stabilizing ITG turbulence is investigated. However, the fast-ion effect can be observed even under low density, which suggests other interaction mechanisms in addition to dilution [21]. In [22], a strong dynamic effect of fast ions on suppressing plasma turbulence has been observed in an electrostatic setup. Significantly, the wave-particle resonance mechanism is taken into account [23, 24]. With regard to electromagnetic stabilization of ITG turbulence, there are many experimental and numerical studies [2530]. As shown in [22], the linear growth rate exhibits the same behavior in the electromagnetic and electrostatic framework, while the growth rate is lower in the electromagnetic framework than that in the electrostatic framework for the same parameters. Mostly, the effects of the fast-ion stabilization of ITG turbulence are studied by both linear and nonlinear numerical simulation methods.

    In this paper, a theoretical interpretation for the observed impact of fast ions on ITG mode is offered. Both analytical and numerical calculations are presented in this work. The physical mechanisms of fast-ion stabilization on ITG mode are studied in detail. The interaction of fast ions with ITG mode is investigated in the framework of gyro-kinetic theory [31]. The dispersion relation consisting of ITG mode and fast ions is normally derived by utilizing the quasi-neutrality condition and ballooning transformation. It is discovered that fast ions can interact with ITG instability via wave-particle resonance. Based on numerical calculations, the effects of density, temperature, density gradient and the ratio of the temperature and density gradients of fast ions on both the real frequency and growth rate of ITG mode are investigated. The effect of dilution is also presented in numerical calculations. It is found that, in addition to dilution, the resonant fast-ion stabilizing effect plays a significant role.

    The rest of the paper is organized as follows. In section 2, adopting proper approximations, the dispersion relation including ITG mode and trapped fast ions is established. In section 3, based on numerical calculations, the dispersion relation is solved and different physical parameters controlling the stabilizing effect are investigated. Furthermore, the influence of resonance broadening of wave-particle interaction is discussed. Our conclusions are given in section 4.

    The dispersion relation for ITG mode including fast ions and the bulk plasma is given by quasi-neutrality equation:

    δne=δni+Zfδnf. (1)

    Here, the bulk plasma is perceived to be composed of deuterium and electrons. Zf is the charge number of fast ions. For the electron response, an adiabatic approximation is adopted for kvTeω and the electron perturbation density δne is given by,

    δne=ne0|e|δϕTe. (2)

    However, an adiabatic approximation is not appropriate for both main ions and fast ions. The perturbed ion distribution function can be written as,

    δfj=-Zj|e|δϕTjFMj+δgj. (3)

    Here, j refers to the species of particles and δgj is the non-adiabatic part of the perturbed distribution function, which is determined by the gyro-kinetic equation [31]:

    (t+v (4)

    Here, vdj=(v2+v2/2)b×κ/ωcj, ωcj = ZjeB/Mj and K = v2/2, where b is a unit vector parallel to the magnetic field, κ is the magnetic curvature, Mj is the mass of species j and r,θ,ξ denote the minor radius, poloidal angle and toroidal angle, respectively. The equilibrium distribution function is assumed to be Maxwellian. Obviously, in the above equation, the first term in the square bracket denotes the space-gradient-driven term and the second term denotes the energy-gradient-driven term.

    First, the dynamics of background main ions is presented. According to the gyro-kinetic equation, the perturbed ion distribution function δgi is obtained as,

    δgi=ω-ω*i[1+ηi(ETi-32)]ω-kv-ωdieδϕTiJ0FMi, (5)

    where,

    k=-i1qRθ+iskθx,ωdi=ω¯div2vTi2+v22vTi2,ω¯di=ϵnω*icosθ+isinθkθx, (6)

    with ω*j=kθcTj/eBLnj, vTj=Tj/Mj, ϵn=Lne/R, Lnj=nj/nj-1, LTj=Tj/Tj-1 and ηj=Lnj/LTj. q is the safety factor, s=rq'/q is the magnetic shear and the radial variable x is the distance from a reference mode rational surface.

    In previous works [3, 4], the above equation has been studied under some limits. By considering the limits kvTi/ω1, ωdi/ω ≪ 1 and keeping the leading contributions in kvTi/ω and ωdi/ω, the perturbed density of the main ions is expressed as,

    δni=-ni0eδϕTi+1-ω*iω1+2ω¯diω+k2v2ω2-bi-ω*iωηi2ω¯diω+k2v2ω2-bini0eδϕTi, (7)

    with bi=k2ρTi2. Here, ρTi is the Larmor radius of the background main ions. Note that, under the limits (kvTi/ω1, ωdi/ω ≪ 1), the growth rate of ITG mode in this work is larger than that in simulation studies [22].

    For the fast-ion dynamics, both of δgf and δϕ are expanded in toroidal and poloidal Fourier harmonics:

    δgf=m,nδg^fm,nr,θeinξ-imθ,δϕ=m,nδϕ^m,nreinξ-imθ. (8)

    Then, the Fourier transform of equation (4) is,

    vqRm,nδg^fm,nθ-vqRm,nim-nqδg^fm,n-iωm,nδg^fm,n-v¯dfcosθrm,nδg^fm,nθ+iv¯dfcosθrm,nmδg^fm,n-ikrv¯dfsinθm,nδg^fm,n=-iωZfeTfJ0FMfm,nδϕ^m,n+i1+ηfETf-32ZfeTfJ0FMfm,nω*fm,nδϕ^m,n. (9)

    Here, v¯df=v2/2Rωcf and v2 has been neglected for trapped particles. E is kinetic energy. Note that the two terms on the right-hand side of the above equation are obtained from the energy-gradient-driven term and the space-gradient-driven term in equation (4), respectively.

    The ordering relationship between the terms in equation (9) is as follows:

    1:rrm:ωωtf:ρTfr:kθρTf:krρTf:ωωtfδf^am,nδg^fm,n:ω*fTωtfδf^am,nδg^fm,n. (10)

    Here, ∆r is the radial distance from a reference mode rational surface and ∆rm is the distance between the two adjacent rational surfaces, ∆r/∆rm < 1. ω/ωtf < 1 implies Tf/Ti>kθ2ρTi2R2/Lni2, where ωtf is the transit frequency. It is also true that ρTf/r < 1 for ITG mode. kθρTf < 1 requires Tf/Ti<1/kθ2ρTi2. Note that the upper and lower limits of Tf/Ti are given as kθ2ρTi2R2/Lni2<Tf/Ti<1/kθ2ρTi2. Subsequently, krρTf < 1 for kr ~ skθ. δf^am,n=Zfeδϕ^m,nFMf/Tf denotes the adiabatic part of the perturbed distribution function of fast ions. Then ωδf^am,n/ωtfδg^fm,n<1 and ω*fTδf^am,n/ωtfδg^fm,n<1, where ω*fT=ω*f1+ηfE/Tf-3/2.

    Based on the above ordering, equation (9) can be expanded as,

    vqRm,nδg^f0m,nr,θθ=0, (11)
    m,nvqRδg^f1m,nr,θθ-ivqRm-nqδg^f0m,nr,θ-iωδg^f0m,nr,θ-v¯dfcosθrδg^f0m,nr,θθ+iv¯dfmcosθrδg^f0m,nr,θ-ikrv¯dfsinθδg^f0m,nr,θ=-m,niωZfeTfJ0FMfδϕ^m,nr-iω*fm,n1+ηfETf-32ZfeTfJ0FMfδϕ^m,nr. (12)

    Equation (11) can be solved as,

    δg^f0m,nr,θ=δg^f0m,nr. (13)

    Substituting equation (13) into equation (12) and taking the bounce average [32, 33], we get:

    m,nt+iωdfbm,nδg^f0m,n+iω-ω*fm,n1+ηfETf-32Zfeδϕ^m,nTfJ0FMf=0. (14)

    Here, ωdfbm,n=ω*fm,nLnfEG(s,κ)/RTf is a toroidal precession frequency and b represents a bounce-averaged value. In a high-aspect-ratio fusion device without considering plasma shift and shaping, Gs,κ can be written as G(s,κ)=2E(κ2)/K(κ2)-1+4sE(κ2)/K(κ2)+κ2-1 [32, 34], where K(κ2) and E(κ2) are the complete elliptic integral. The variable κ is defined as κ2 = (1 - αB0 + ϵαB0) /2ϵαB0. Here, α = μ/E (with the magnetic moment μ and kinetic energy E). The magnitude of the magnetic field is B=B0(1-ϵcosθ) (with the inverse aspect ratio ϵ).

    According to equation (14), the expression for the non-adiabatic part of the perturbed trapped fast-ion distribution function can be derived as,

    δgf=m,nω-ω*fm,n[1+ηf(ETf-32)]ω-ωdfbm,n×Zfeδϕ^m,neinξ-imθTfJ0FMf. (15)

    Significantly, the precession motion of fast ions can resonate with ITG mode when ωr=ωdfbm,n. Here, ωr is the real frequency of ITG mode. This implies that fast ions can stabilize ITG mode via wave-particle resonance.

    The equilibrium distribution function of fast ions is assumed to be a Maxwellian distribution function [11, 34] FMf=c1nf0(Mf/2πTf)3/2 e-Mfv2/2Tf, where c1=π/1/B01+ϵ1/B01-ϵ B0K(κ2)/2ϵαB0dα is the normalized coefficient.

    Substituting the Maxwellian distribution function into equation (15), the perturbed density of trapped fast ions is written as,

    δnf=-nf0ZfeδϕTf-m,nc1nf02π1/2Tf1/2ωRω*fm,nLnfZfeδϕ^m,neinξ-imθTf×0+1/B01+ϵ1/B01-ϵ{1-ω*fm,nω1+ηfETf-32}Ee-ETfGs,κE-E0m,nJ022bfETfB1-αBdEdα. (16)

    Here, E0m,n=ωRTf/(ω*fm,nLnfG(s,κ)). Remarkably, when E=E0rm,n, trapped fast ions can resonate with ITG mode, where E0rm,n=ωrRTf/(ω*fm,nLnfG(s,κ)).

    Combining equations (2), (7) and (16) and employing the ballooning transformation [35] δϕ=me-imθ-+eiηy-mδϕ~ηdη/2π, the quasi-neutrality condition in equation (1) can be expressed as,

    λ1+1-Zfnf0ne0σΩ22η2+η2+ιΩcosη+sηsinη+λ2+Zfnf0ne0λ3+λ4θ+λ5θ+Zfnf0ne0λ6θη2δϕ~=0, (17)

    where,

    λ1=Ωbiθs2τ1Ω+1+ηi,λ2=1biθs2-1τ1Ω+1+ηi+biθ,λ3=τ2Ωbiθs2τ1Ω+1+ηi,
    λ4θ=-2c1τ22Ωbiθs2π32ϵnτ1Ω+1+ηi0+[Ω+Lneτ2Lnf(1-32ηf+E^ηf)]E^e-E^Gs,κE^-E0^s,κdE^α,λ5θ=2c1τ22Ωbiθs2π32ϵnτ1Ω+1+ηi0+[Ω+Lneτ2Lnf(1-32ηf+E^ηf)]E^e-E^Gs,κE^-E0^s,κE^bfθdE^α,λ6θ=2c1τ22Ωπ32ϵnτ1Ω+1+ηiρTf2ρTi20+[Ω+Lneτ2Lnf(1-32ηf+E^ηf)]E^e-E^Gs,κE^-E0^s,κE^dE^α, (18)

    with y = skθx, σ = ϵn/sbiθτ1q, ι = 2ϵn/biθs2τ1, ϵn=Lne/R, biθ=kθ2ρTi2, τ1 = Te/Ti and τ2 = ZfTe/Tf. Ω = ω/ω*e is the normalized frequency and E^=E/Tf is the normalized energy. E0^s,κ=-τ2RΩ/LneGs,κ with Ω = Ωr + iγ. Here, Ωr is the normalized real frequency and γ is the normalized growth rate. The bracket θ represents a θ - average value. The notation for the angle part of integration is expressed as Qα=1/B01+ϵ1/B01-ϵQB0Kκ2/2ϵαB0dα, where Q is an arbitrary function of α.

    Note that, λ1 expresses the response of the background electrons. λ2 comes from the background main ions. λ3, λ4θ, λ5θ, λ6θ stem from fast ions. λ3 expresses the adiabatic part of fast ions. All of λ4θ, λ5θ and λ6θ arise from the non-adiabatic part of fast ions. Since the Bessel function J022bfE^ is expanded as J022bfE^1-E^bfθ+E^ρTf22/x2, λ4θ stems from the principal part of the Bessel function. λ5θ, λ6θ come from the poloidal component and the radial component of the Bessel function, respectively. Namely, λ5θ and λ6θ denote the finite Larmor radius effect.

    To facilitate analysis, λ4θ is divided into λ41θ, λ42θ, λ43θ and λ44θ, i.e. λ4θ=λ41θ+λ42θ+λ43θ+λ44θ,

    λ41θ=-2c1τ22Ωbiθs2π32ϵnτ1Ω+1+ηi0+ΩE^e-E^Gs,κE^-E0^s,κdE^α,λ42θ=-2c1τ22Ωbiθs2π32ϵnτ1Ω+1+ηi0+Lneτ2LnfE^e-E^Gs,κE^-E0^s,κdE^α,λ43θ=-2c1τ22Ωbiθs2π32ϵnτ1Ω+1+ηi0+Lneτ2Lnf-32ηfE^e-E^Gs,κE^-E0^s,κdE^α,λ44θ=-2c1τ22Ωbiθs2π32ϵnτ1Ω+1+ηi0+Lneτ2LnfE^ηfE^e-E^Gs,κE^-E0^s,κdE^α. (19)

    Corresponding to equation (4), λ41θ implies the effect of the energy-gradient-driven term of fast ions. λ42θ represents the effect of the density-gradient-driven term. Both of λ43θ and λ44θ stem from the temperature-gradient-driven terms and are denoted simply as the - 3ηf/2 term and E^ηf term. They are opposite in sign, which signifies different effects between them. The ordering relationship between λ42θ, λ43θ and λ44θ is about 1:3ηf/2:E^0rηf. The same division is applied equally to λ5θ and λ6θ.

    Following reference [4] and proceeding to perform the strong coupling approximation cosη+sηsinη=1+s-1/2η2, equation (17) can be written as,

    λ1+1-Zfnf0ne0σΩ22η2+η2+ιΩ1+s-12η2+λ2+Zfnf0ne0λ3+λ4θ+λ5θ+Zfnf0ne0λ6θη2δϕ~=0, (20)

    We find that equation (20) is just the familiar Weber–Hermite equation, as shown in [4, 36]. The eigenfunction solution is the Hermite function. Considering only the lowest eigenstate and seeking the solution of the form δϕ~=exp-ζη2, the dispersion equation is obtained:

    bsqΩϵn22ϵnΩ+bss2λ¯1-Zfnf0ne02+bss2+2s-1ϵnΩ+Zfnf0ne0λ6θbss21-Zfnf0ne0=0, (21)

    with,

    2ζ=bsqΩϵn22ϵnΩ+bss2λ¯1-Zfnf0ne0,λ¯=λ1+1-Zfnf0ne0λ2+Zfnf0ne0λ3+λ4θ+λ5θ. (22)

    Here, bs = τ1biθ. Distinctly, let nf0 = 0 and equation (21) returns to the eigenvalue equation of ITG mode in [4].

    It is important to note that a significant fraction of trapped fast ions can resonate with ITG mode when the precession frequency of fast ions is close to the frequency of ITG mode, i.e. when E^=E^0rs,κ. Here, E^0rs,κ=-τ2RΩr/LneGs,κ suggests the normalized energy of fast ions that resonate with ITG mode at a frequency Ωr. Distinctly, the resonant condition depends on τ2, i.e. Tf/Te. According to equation (18), the contributions to the non-adiabatic part of fast ions stem from the energy, density and temperature gradients of fast ions. If ηf ≫ 1, the temperature-gradient-driven terms (λ43θ and λ44θ) will be dominant since the ordering relationship between λ42θ, λ43θ and λ44θ is about 1:3ηf/2:E^0rηf. Subsequently, there is a threshold condition between λ43θ and λ44θ. At relatively low temperature, the energy of resonant fast ions, i.e. E^0r is relatively high. Therefore, E^0rηf>3ηf/2. When the temperature of fast ions increases, the resonant energy E^0r decreases and then E^0rηf<3ηf/2. The threshold condition implies that wave-fast-ion resonance may play different roles (stabilizing or destabilizing) in ITG mode at different temperatures.

    In order to obtain further understanding of fast-ion stabilization on ITG instability, the main physical parameters including the density nf0/ne0, temperature Tf/Te, density gradient Lne/Lnf and the ratio of the temperature and density gradients ηf of fast ions are investigated in more detail. Significantly, the effects of the background-driven terms (energy and space gradients) are studied separately.

    In numerical calculation, equation (21) is solved without any approximation. The plasma parameters are mainly taken from a JET L-mode discharge 73 224 [22, 28] and are listed in table 1. To facilitate the analysis, there is a single fast particle species, fast helium-3, presented in the calculation and the bulk plasma is composed of deuterium and electrons.

    Table  1.  Parameters for the JET discharge 73 224 with fast helium.
    Parameter rm am R/a q s B0T TekeV Ti/Te
    Value 0.36 0.96 3.12 1.74 0.523 3 3.2 1.0
    Parameter nf0/ne0 R/Lni R/LTi ηi R/Lnf R/LTf ηf m
    Value 0.07 1.3 9.3 7.15 1.6 23.1 14.4 26
     | Show Table
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    In this subsection, the effects of nf0/ne0 on both growth rate γ and real frequency Ωr of ITG mode are presented in figures 1(a) and (b), respectively. The temperatures of fast helium are at Tf = 5Te and Tf = 30Te.

    Figure  1.  (a) Normalized growth rate and (b) normalized real frequency of ITG mode with different densities of fast ions. Red and black dashed lines show the case without fast ions and the dilution, respectively. Solid blue and orange lines show the case with fast helium at Tf = 5Te and Tf = 30Te.

    From figure 1(a), it is found that fast ions play a stabilizing role on ITG mode and the growth rate reduces with the increasing nf0/ne0. As shown by the solid blue line in figure 1(a), relative to dilution, fast ions destabilize at Tf = 5Te. The dominant effect of fast ions is dilution at Tf = 5Te. However, the growth rate is lower than dilution at Tf = 30Te. In addition, as shown in figure 1(b), the dilution leads to a reduction in the real frequency of ITG mode. Oppositely, the real frequencies of the two cases with fast helium rise as nf0/ne0 increases. A negative value of the real frequency Ωr signifies a mode propagating in the ion direction.

    The main physical mechanisms can be simply explained. When positively-charged fast ions are added to the background plasmas, the electromagnetic fields will have less response to the main thermal ions [14, 18]. Consequently, the growth rate arising from the bulk ions is reduced. Compared to the pure dilution case, both the growth rates and real frequencies in the two cases with fast helium are different. This fact demonstrates that there is another kinetic effect of fast ions in addition to dilution. Furthermore, the two cases at different fast-ion temperatures imply that the kinetic effect depends on the temperature of fast ions. Distinctly, this is the resonance mechanism that conforms to the last analysis in section 2. At low temperature (Tf = 5Te), two temperature-gradient-driven terms are assumed E^0rηf>3ηf/2 and wave-particle resonance plays a destabilizing role. However, at relatively high temperature (Tf = 30Te), E^0rηf<3ηf/2 and resonance leads to stabilization of ITG mode. Moreover, the resonant effect is weak at low temperature since only a small fraction of fast ions can resonate with ITG mode. As the temperature of fast ions rises, the fraction of resonant fast ions increases. Thus, the resonant effect of fast ions in the case at Tf = 30Te is stronger than that at Tf = 5Te.

    In this subsection, the effects of Tf/Te on both growth rate γ and real frequency Ωr of ITG mode are given in figures 2(a) and (b), respectively. Subsequently, the results are explained in detail using figures 35. The density of fast ion is nf0/ne0 = 0.07.

    Figure  2.  ITG (a) normalized growth rate and (b) normalized real frequency as a function of Tf/Te.
    Figure  3.  ITG normalized growth rate as a function of Tf/Te: (a) adiabatic response, (b) response of energy-gradient-driven term, (c) sum of adiabatic response and response of energy-gradient-driven term and (d) response of space-gradient-driven term.
    Figure  4.  Imaginary part of fast ions driven by (a) density-gradient term (λ42θ), (b) temperature-gradient -32ηf term (λ43θ) and (c) temperature-gradient E^ηf term (λ44θ).
    Figure  5.  Imaginary part of fast ions: (a) principal part of Bessel function (λ4θ), (b) finite Larmor radius effect in θ direction (λ5θ) and (c) finite Larmor radius effect in r direction (λ6θ).

    In figure 2(a), it is found that, for Tf/Te < 7, wave-fast-ion resonance leads to destabilization of ITG mode and the dominant effect is dilution. When the temperature of fast ions exceeds a critical value (Tf/Te ~ 7), the growth rate decreases with the increasing Tf/Te. Meanwhile, resonance plays a stabilizing role on ITG mode. At higher temperature, i.e. Tf/Te > 30, as the temperature rises, the growth rate changes slowly. In figure 2(b), it can be observed that, as Tf/Te rises, the real frequency Ωr increases and then moves towards the frequency in the dilution case.

    First, to understand the results, in figures 3(a)(d) both the adiabatic response and non-adiabatic response driven by energy and space gradients are depicted separately. In figure 3(a), the adiabatic response is shown by solving equation (21) with λ3 of fast ions only, namely, let λ4θ, λ5θ and λ6θ be zero. As can be seen, the adiabatic part of fast ions stabilizes the ITG, but this stabilizing effect quickly decays to zero as the temperature increases. The effect of the energy-gradient-driven term is shown in figure 3(b) by retaining λ41θ, λ51θ and λ61θ for fast ions only. In contrast to the adiabatic response, the energy-gradient-driven term destabilizes the ITG mode. Similarly the destabilizing effect also rapidly weakens to zero with the increasing Tf/Te. Significantly, as shown in figure 3(c), the effects of the adiabatic part and energy-gradient-driven term of fast ions almost cancel each other so that the effect of fast ions mainly results from the space-gradient-driven term, which is shown in figure 3(d).

    Second, the effects of the fast-ion space gradient including density and temperature gradients are investigated in more detail. In figure 4(a), the magnitude of the imaginary part of λ42θ, which represents the effect of density gradients, is shown. Here, to facilitate analysis, a certain angle is assumed which satisfies κ2 = 0.6. The imaginary part of -λ42θ is basically positive, which implies that the density-gradient term plays a destabilizing role on ITG mode. Similarly, -Imλ44θ in figure 4(c) is also mainly positive, which suggests that one part of temperature-gradient-driven terms (E^ηf term) is destabilizing on ITG mode. However, as shown in figure 4(b), another part (- 3ηf/2 term) plays a stable role on ITG since -Imλ43θ is mostly negative. Distinctly, both Imλ43θ and Imλ44θ are much larger than Imλ42θ, which conforms to the ordering relationship between λ42θ, λ43θ and λ44θ, i.e. 1:3ηf/2:E^0rηf. Therefore, the temperature gradient of fast ions expressed by λ43θ and λ44θ is mainly responsible for the kinetic effect of fast ions on ITG mode.

    Third, the resonant fast-ion stabilizing mechanism is studied. As shown in figures 4(b) and (c), at relatively low temperature, the magnitude of both Imλ44θ and Imλ43θ is small. As Tf/Te rises, the magnitude of Imλ44θ and Imλ43θ increases and becomes maximum around Tf ~ 12Te. Then, the magnitude of Imλ44θ and Imλ43θ decreases with increasing Tf/Te. This result conforms to the analysis of resonance. When the temperature of fast ions is low, only a small fraction of fast ions can resonate with ITG mode. Therefore, the resonant effect of fast ions is weak at relatively low temperature. As Tf/Te rises, the fraction of resonant fast ions increases, which implies that the fast-ion resonant effect strengthens. When the temperature exceeds a certain value (Tf ~ 12Te), the fraction of resonant fast ions decreases and the resonant effect weakens with increasing Tf/Te. In addition, at relatively low temperature, Imλ44θ>Imλ43θ, which suggests the destabilizing effect of the E^ηf term is stronger than the stabilizing effect of the - 3ηf/2 term. When the temperature exceeds a critical value, conversely, the stabilizing effect of the -3ηf/2 term is stronger. This result conforms to the last analysis of resonance in section 2. As the fast-ion temperature increases, E^0r decreases. When the threshold condition E^0r<3/2 is satisfied, stabilization of ITG mode by fast ions realized.

    Finally, the finite Larmor radius effect is studied in figures 5(a)(c). In figure 5(a), as the principal part from the expansion of J02, for low temperatures, -Imλ4θ is positive, which suggests the destabilizing effect. When the temperature exceeds a certain value, -Imλ4θ becomes negative and fast ions stabilize ITG via wave-fast-ion resonance. Significantly, as shown in figures 5(b) and (c), the finite Larmor radius effect stabilizes ITG mode since both -Imλ5θ and -Imλ6θ are negative.

    In this subsection, the effects of ηf and Lne/Lnf on both growth rate γ and real frequency Ωr of ITG mode are presented in figures 6(a)(d) separately. The density of fast ions is nf0/ne0 = 0.07 and the temperature of fast ions is Tf = 30Te. In figures 6(a) and (b), the density gradient of fast ions remains unchanged, i.e. R/Lnf=1.6. In figures 6(c) and (d), ηf is fixed, i.e. ηf = 14.4.

    Figure  6.  ITG (a) normalized growth rate and (b) real frequency as a function of ηf. ITG (c) normalized growth rate and (d) real frequency versus Lne/Lnf.

    First, from figures 6(a) and (c), it is observed that both increasing ηf and Lne/Lnf will reduce the growth rate of ITG mode, which implies that the increasing ηf and Lne/Lnf will strengthen the stabilizing effect of fast ions. Second, from figure 6(b), it is found that, as ηf increases, the real frequency of ITG mode increases and then moves towards the frequency in the dilution case. Finally, as shown in figure 6(d), the real frequency of ITG mode rises with increasing Lne/Lnf.

    The results in figures 6(a) and (c) can be simply explained. At first, in section 3.2, it is shown that fast-ion resonance leads to the stabilization of ITG mode at Tf = 30Te. Both Lne/Lnf and ηf are unrelated to the resonance condition. Therefore, wave-particle resonance always plays a stable role at different ηf and Lne/Lnf. In equation (18), it can be seen that the temperature-gradient-driven terms of fast ions are proportional to ηf, i.e. λ43θ and λ44θ are proportional to ηf. Thus, the increasing ηf will increase fast-ion resonant stabilization. From equation (18), it is also found that the space-gradient-driven terms including density- and temperature-gradient-driven terms are also proportional to Lne/Lnf, namely, λ42θ, λ43θ and λ44θ are proportional to Lne/Lnf. Therefore, the stabilizing effect of fast ions strengthens as Lne/Lnf increases.

    In summary, both the increasing ηf and Lne/Lnf can strengthen the stabilization of fast ions on ITG mode. Therefore, there are two ways to improve the stabilizing effect of fast ions on ITG mode. First, keep Lne/Lnf and increase the ratio of the temperature and density gradients of fast ions, i.e. increase ηf. Second, keep ηf and increase the density gradient of fast ions, i.e. increase Lne/Lnf.

    The influence of resonance broadening of wave-particle interaction is discussed in this subsection. As described above, the resonance condition is written as E^=E^0r, i.e. ωr=ωdfbm,n. However, the resonance is broadened due to the growth rate of ITG mode.

    The growth rate of ITG mode without fast ions is denoted as γITG here. Assuming γITG = 0, and the wave-particle resonance contribution without resonance broadening is then evaluated. The response of the resonant fast ions is calculated by replacing λ4θ with resλ4θ. Following Landau's prescription and resλ4θ is given by,

    resλ4θ=i2c1τ22Ωbiθs2π12ϵnτ1Ω+1+ηi1Gs,κE0r^e-E0r^Ωr+Lneτ2Lnf1-32ηf+E0r^ηfB0Kκ22ϵαB0.

    Here, the same angle κ2 = 0.6 is also assumed.

    In figure 7, the magnitude of resλ4θ is depicted as a function of Tf/Te. It is found that wave-particle resonance plays a stabilizing role on ITG mode since -Imresλ4θ is negative. As Tf/Te increases, the magnitude of -Imresλ4θ decreases rapidly and the fast-ion resonance stabilization effect weakens. At high temperature, i.e., Tf ~ 40Te, the resonance effect is probably negligible, which implies that fast ions may be modeled by pure dilution [17].

    Figure  7.  Imaginary part of fast ions from wave-fast-ion resonance as a function of Tf/Te.

    Comparing figure 5(a) with figure 7, it is found that the resonance broadening (from γITG) actually reduces the resonance effect since the magnitude of -Imλ4θ is smaller than -Imresλ4θ. Moreover, in figure 5(a), at Tf/Te > 30, -Imλ4θ regains slowly with increasing Tf/Te and the magnitude will not reduce to zero at high temperature (Tf ~ 40Te). The strong resonance broadening effect is the main reason for the difference between our results and the simulation ones [22]. The expression of λ4θ in equation (18) can be used to explain this result. Fast ions can resonate with ITG mode when E^=E^0rs,κ. However, the denominator of λ4θ is not zero since there is an imaginary part, i.e. iE^0i. This imaginary part makes a difference to the resonance effect. In addition, the growth rate (γITG) makes a difference to the adiabatic response of fast ions. When γITG = 0, the adiabatic part of fast ions no longer contributes an imaginary part and cannot offset the effect of the energy-gradient-driven term.

    In summary, the growth rate of ITG mode brings resonance broadening which reduces the effect of the resonance and makes a difference. As a result, the stabilizing effect of fast ions on ITG mode is underestimated in our work, since γITG in our background model is much larger than the actual growth rate of ITG mode.

    The stabilizing effect of trapped fast ions on ITG mode has been studied, based on both analytical and numerical calculations. The relevant physics mechanisms have been explained.

    It is found that fast ions can strongly affect ITG mode through a wave-particle resonance mechanism when the precession frequency of trapped fast ions is close enough to the frequency of ITG mode. The fast-ion stabilizing effect depends on density, temperature, and the density and temperature gradients of fast ions.

    Fast-ion resonance destabilizes ITG mode at very low temperature, but is stabilizing as soon as the fast-ion temperature exceeds a certain value. By investigating the effect of the fast-ion temperature in more detail, it is found that the effects of the adiabatic part and energy-gradient-driven term of fast ions almost cancel each other. Thus, the effect of fast ions mainly results from the space-gradient-driven term. The space-gradient-driven term is derived from density and temperature gradients. The density-gradient term of fast ions plays a destabilizing role on ITG mode. Moreover, one part of the temperature-gradient-driven term (E^ηf term) is destabilizing on ITG mode, but another part (-3ηf/2 term) plays a stable role on ITG. When the threshold condition E^0r<3/2 is satisfied, stabilization of ITG mode by fast ions is realized. Increasing the density of fast ions can enhance their effects. In addition, both increasing ηf and Lne/Lnf can strengthen the fast-ion resonant stabilization effect.

    These findings contribute to the understanding of stabilization of ITG mode by trapped fast ions and suggest a means for improving ion energy confinement in fusion devices. However, in our analytic model, the growth rate of ITG mode without fast ions, i.e. γITG is large since the resonant effect of background main ions is ignored. This large γITG weakens the wave-fast-ion resonant effect in our work. The improvement of this issue will be shown in our future work. In addition, the electromagnetic effect is different to the resonance effect. It will be complex if the mode coupling effect is considered. In this work, the electromagnetic effect is not considered, which is left for future research.

    This work is supported by National Natural Science Foundation of China (Nos. 11822505, 11835016 and 11675257), the Youth Innovation Promotion Association CAS, the Users with Excellence Program of Hefei Science Center CAS (No. 2019HSC-UE013), the Fundamental Research Funds for the Central Universities (No. WK3420000008) and the Collaborative Innovation Program of Hefei Science Center CAS (No. 2019HSC-CIP014).

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