Computations of the prebreakdown stage of the propagation of a rectilinear streamer channel were also carried out. Expansion of the conductive channel and formation of compression waves propagating with a speed close to the sound velocity in a dielectric liquid were observed.
The stochastic evolution of the streamer structure was computed with allowance for the gas-dynamic flows. In this case, the growth proceeds due to both the hydrodynamic movement of the conductive phase and the breakdown of new portions of the substance. Transition between two mechanisms of development of the conductive structure was demonstrated.
On the other hand, gas-dynamic flows (flows of compressible liquid) of the surrounding dielectric have drawn little attention so far. However, the formation of compression waves during the streamer propagation and the expansion of streamer channels have been already observed in the first experiments where the high-speed photorecording of the breakdown process has been conducted. Many experimental results point to the important role of these processes not only at the channel stage, but also at the prebreakdown stage of the streamer channel propagation. For instance, data have been obtained [5] which clearly indicate expansion and pulsations of streamer channels. At the propagation stage, divergent shock waves with an approximately conic shape have been observed. Some experiments point to the decisive role of liquid flows (including vortical ones) as the viscosity of dielectric liquids increases. In this case, the fine structure of streamers vanishes and their evolution resembles the expansion and growth of a cavity (bubble) of irregular shape [6]. Similar processes have been observed in certain development regimes of partial breakdown [7].
However, so far there are no model that would allow one to describe the entire complex of experimentally observed phenomena.
An eight-directional LG model with three velocity levels 0, 1 and $\sqrt{2}$ was used [9]. It allows one to describe the energy release at the streamer tip.
Another modification of this method is the method of immiscible lattice gases (ILG). Here two kinds (colors) of particles exist, one for a dielectric liquid and the second for a conductive phase. Collision rules are chosen to maximize the flux of particles of given color to adjacent nodes with the majority of particles of the same color. This gives rise to surface tension on the interface.
The evolution equations are formally the same as for  the  lattice 
gas. The collision operator, however,  can  be  of  any  form.  It 
allows  one  to  provide,  for  instance,   Galilean   invariance. 
Moreover,  the  LBE  method  can  be  easily  extended  to   three 
dimensions. Presently, the collision  operator  in  the  BGK  form 
[10] is widely used. It simply means the relaxation  to  the 
local  equilibrium  configuration  which  is  determined  by   the 
density, velocity, and temperature at a node. In the  computations 
we used a two-dimensional model with four velocity levels:  0,  1, 
$\sqrt{2}$ and 2 (13 possible velocity vectors) [11]. 

Figure 1 shows flow structure for this selfsimilar solution. It was obtained in simulation using the LBE method. In cylindrical geometry a selfsimilar solution also exists [12], but for W(t) = kt.
In the transition layer liquid--"plasma", a new conductive phase is formed. This transition occurs through the flux of liquid molecules which enter the channel plasma after their dissociation and partial ionization. At the channel stage of discharge, the magnitude of the flux of molecules into the channel can achieve values much greater than j ~ 2·1024sec-1·cm-2[13]. At the initial stage of streamer propagation, the temperature inside the conductive channel (~ 3000 K) is rather low [14]; therefore, the density here is not much different from the liquid density. Thus, the interface between the conductive channel and the surrounding liquid cannot be considered as an impenetrable piston. If the thickness of the transition layer is much less than the channel radius, the transition layer can be treated as a quasi-stationary gas-dynamic rupture. In the frame of reference fixed upon the layer, the mass and momentum conservation laws take the form
r1 D = r2 u2 ,
P1 + r1 D2 = P2 + r1 D u2 . (1)
Here P is the pressure, r is the density, u is the mass velocity of substance, D is the liquid inflow velocity, u2 = V - u2 is the plasma velocity relative to the rupture, V = u1 + D is the observed velocity of channel expansion (see Fig. 1).
 
 
From (1) follows a small pressure jump at a rupture,
P1 = P2 + 
r2 u2
(u2 - D).
The addition to  the  pressure   
in  front  of  the rupture is  simply  the  reactive pressure due
to fast liquid "vaporization". In the selfsimilar case,
u2 = 0 ,
and,  hence, u2= V ,
and the pressure difference is
D P = P1 - P2
= r2 V u1 ,
which agrees quantitatively
with the value obtained in computations with the LBE method (Fig. 1). 

Simulations were also performed using LG method with energy release (Fig. 2). When e > 0.9 the substance became conductive and energy releases at nodes. The main difference from the selfsimilar case (Fig. 1) is the higher heat conductivity. Therefore, a portion of energy escapes from the channel and "pre-heats" surrounding liquid.
|   |  | 
Figure 3.  
Propagation of the  streamer  tip.  The  velocity  is  2.5.  Time 
t=140.
Figure 4.  
Propagation of the streamer tip. The velocity is 0.6. Time 
t=300.  
The expansion of the conductive channel and the formation of compression waves propagating with a speed close to the sound velocity in liquid dielectric, C = 1/$\sqrt{2}$ » 0.7, were observed. If the velocity of the streamer top was higher than C, a divergent wave with an approximately conic shape was generated. Such waves have been observed at the prebreakdown stage of the streamer channel propagation in the experiments of [5].
A triangular lattice with six directions of particle velocity was used. In addition, up to nine rest particles can be at each node.
The hydrodynamic flow was computed taking into account the electric pressure eE2/ 8p acting on the interface. The Laplace equation Dj = 0 was then solved in the region occupied by the dielectric. The conductive phase was considered equipotential (j = 0). When the growth criterion E > E* + d was satisfied for a node adjacent to the interface, this node and its 6 neighbors became conductive and some energy released (the pressure increased). In a high electric field, the boundary of a conductive phase moves under action of the electric forces. In addition, the conductive region expands because of the higher pressure in it. The streamer grows as a result of both hydrodynamic movement and the breakdown of new portions of the dielectric (transition to the conductive state).
The relative role of these two mechanisms of development of the conductive structure can be varied by changing the ratio between the streamer growth velocity due to breakdown and the hydrodynamic velocity of viscous flow.
The problem was solved in the rectangular region between two horizontal plane electrodes to which an electric potential difference j(t) was applied. Periodic boundary conditions in the X direction were used.
  
A  transition  between  two  mechanisms  of  development  of   the 
conductive structure was demonstrated. Figure 5 shows  an  example 
of the growth of a branched structure mainly through the breakdown 
of new portions of dielectric. The  structure  development  mainly 
due to the hydrodynamic flow is presented in Fig. 6.  The  
bubble-like conductive region is accelerated by the electrodynamic 
force. At a later stage, a flow in the form of  a  plane  vortical 
dipole moving to the upper  electrode  is  clearly  observed.  The 
development  of  conductive  structures  of  this  type  has  been 
observed in experiments on breakdown of highly viscous dielectrics 
[6] and in certain regimes of partial breakdown [7].  

