An Empirical Relation for Vegetation Fuel Flames Breakdown Electric Field Strength

The compulsion to provide reliable electric power for sustenance of socio-economic development is vital for most of southern Africa states. The de-mand for the resource in the region is anticipated to escalate in the next couple of decades. However, there is a deleterious effect of fire-induced power disruption which is observed in many countries. The mechanism through which the disruption occurs is currently a subject of current research in electric power distribution. It has been observed that streamer initiated conduction channel provides a means of high voltage electric power flashover. The main purpose of this study is to determine the empirical expression for breakdown electric field strength of vegetation fires. The breakdown field was measured from vegetation fuel (Peltophorum africanum) flames at different combustion temperatures. The data is essential for validation of simulation schemes which are necessary for evaluation of power grid systems reliability under extreme wildfire weather conditions. In this study, Peltophorum africanum fuels were ignited in a cylindrically shaped steel burner which was fitted with a Type-K thermocouple to measure flame temperature. The fuels consisted of dried fine twig (≤0.8 mm Ø) and limb wood (≥10 mm Ø) litter. Two copper pinned-electrodes supported by retort stands were mounted to the burner and energized to a high voltage. This generated a strong electric field suffi-cient to initiate dielectric breakdown in the flames. The measured electric field strength was plotted against flame temperatures and fit with a non-linear relation to give the empirical relation.


Introduction
Climate change has deleteriously affected terrestrial ecosystems. Its concomitant recurrent episodes of droughts and extreme heat have led to environmental conditions, which are conducive to the occurrence of frequent large wildfires [1]. Occasionally, the fires burn under or in propinquity to high-voltage transmission lines when there is luxuriant re-sprouted vegetation in right-of-way, e.g. such as shown in Figure 1. This affects the reliability of electrical power supply as this may lead to the utility disruption. A significant number of fire-induced power outages have been reported in several countries [2] [3] [4]. For instance, in South Africa, vegetation fires are responsible for about 22% of annual transmission line faults [4].
The faults are normally due to short-circuiting between conductor phases or conductor-to-ground discharges at mid-span region of the high-voltage transmission system. Research has shown that wildfire plumes provide a conductive path for the discharge [2] [3]. The conductor-to-ground flashover may possibly be a safety concern for fire-fighters who may be within an arcing zone during suppression [2].
A mechanism by which fire-induced power loss occurs is still not clearly understood [5] [6]. However, three models are currently used to explain the power loss. The models are summarized below as: 1) Reduced air density model: heat from the fires increases temperature in the air gap (i.e., between energised conductors and the ground). This lowers the air density and consequently decreases its insulation strength by up to 50% [7].
2) Particle initiated flashover: thermal plumes from the vegetation fires carry soot and ash particles aloft. The particles distort and intensify electric field in the air gap. This consequently leads to power loss when breakdown electric field is exceeded [3].
3) Flame conductivity model: intense heat in combustion zone of the fire The fire-induced particle initiated flashover model and its associated critical flashover voltage has been clearly elucidated by several researchers, e.g., [8] [9]. The theory of reduced air density has been expounded by (Robledo-Martinez & Guzman, [7]). However, very few attempts have been made to explicate flame conductivity model, e.g. in [5]. Even though there is no consensus as to which model is predominant, several researchers acknowledge that temperature and ionisation are major factors that influence to fire-induced flashover, e.g. in Wu et al. [10]. Moreover, it has been illustrated from field experiments that flame conductivity plays major role in fire-induced flashover.
Several experiments have been conducted to measure breakdown voltage for vegetation fires under different conditions, e.g. [3] and [6]. Nevertheless, there is paucity of experimental data on breakdown electric field in flame medium. Maabong et al. [11] observe that breakdown electric field strength is crucial for initiation of electrical discharge mechanism for conduction in fluids or in streamers propagation in flames. The data is essential for validation of simulation schemes which are necessary for evaluation of power grid systems reliability under extreme wildfire weather conditions. Despite this, there is paucity of data on breakdown electric field strength for vegetation fires.
It is intended in the study to: 1) measure dielectric breakdown electric field for vegetation fuel flames at atmospheric pressure and different combustion temperatures; 2) derive an empirical expression that relates breakdown electric field with vegetation fuel flame temperature. The expression is compared to similar ones in for other gas mixtures, e.g. Nitrogen, Oxygen and Carbon dioxide. Section 2 of the manuscript discusses ionization vegetation fuel flames. Classical electrodynamics and electrical discharge theories are applied to derive an expression for critical electric field in Section 3. In Section 4, combustion experiments to measure breakdown electric field and chemical equilibrium calculations are described. The results are discussed in Section 5 and the manuscript is concluded in Section 6 with a suggestion of future research directions on the subject.

Combustion of Vegetative Material
When subjected to intense heat, vegetation undergoes three interconnected temperature-dependent decomposition stages (Morvan & Dupuy, [12]). The decomposition stages lead to the development of fire and influence its rate of spread through vegetation. The stages are shown in Figure 2 as: drying (A), pyrolysis (B) and char oxidation (C).
The combustion behavior depends on moisture, ash composition and prevalent combustion conditions. Proximate analysis shows that a significant proportion Journal of Electromagnetic Analysis and Applications (>60%) of vegetative matter is made of complex volatiles [13]. Nussbaumer [14] estimates that combustion of vegetation matter could proceed by the following reaction equation: The first reactant in Equation (1) is the average formula for biomass material.

Ionization Processes in Fire
Latham [16] identifies two major mechanisms that produce charged particles in vegetative fuel flames. These processes are flame temperature dependent and have been identified as thermal and chemi-ionization.

Thermal Ionisation
Vegetative fuel fires are considered impure hydrocarbon diffusion flames seeded with Alkali-Alkaline Earth Metals (A-AEM) based nutrients [17]. In plants, about 90% of A-AEM exist in aqueous form, e.g., as companions of anions such as chlorides and sulphates or as cations of complexes such lactone and carbonyl forming weak ionic bonds. The A-AEM species could also exist as discrete salt particles in plants organic matrix, e.g. calcium oxalate.
During flaming a significant number of A-AEMs are volatilised from a thermally decomposing vegetative matter and drawn into the reaction zone by local convective currents of the fire. A major fraction of the volatilised species is potassium-based salts [18]. However, at temperatures lower than 500 K, charcoal is (CharM-A). As the combustion temperature rises above 500 K, cellulose and lignin rapidly disintegrate, a process which results in the formation of a highly reactive hydrogen radical (H). The radical reacts the CharM-A species to give A-AEM atoms according to the following reaction equation (Okuno et al., [19]): Since the element potassium exists in significant amounts in vegetation [20] and has low ionisation potential of 4.34 eV, it is assumed that thermal ionisation in the fires is predominately due to the element. The very hot environment thermally excites potassium particulates (K(g)), and consequently thermally ionise them to produce electrons and ions by the following process:

Chemi-Ionization
One of the major contributors to ions in flames is energised methyl radical CH* [21]. The excited CH radical reacts with oxygen atoms in the flame to produce CHO + , a primary ion in flames and electrons according to the following reaction equation: For chemi-ionization reaction mentioned above, temperature and concentration of species hinder their contribution to ionization. For example, in Equation (4), the availability of O atoms is temperature and species concentration dependent.

Critical Breakdown Electric Field
Consider a homogeneous, non-magnetized weakly ionized wildfire plume which is illuminated with a strong electric field of the form: The wildfire plume is a mixture of several gases; therefore, its momentum transfer collision frequency is an average of individual gas contribution. The effective collision frequency is calculated from the relation (Letsholathebe & Mphale, [22]): where thermal velocity of the electron gas is ( ) where -e and u d have been substituted for q and d d r t , respectively.
The LHS of (9) is the dynamic frictional force on electron fluid (F br ). E becomes the critical breakdown electric field strength (E cr ).

Attachment and Ionisation Rates
However, if the incident electric field is considered to be strong enough to accelerate electrons between successive collisions. The electrons may acquire energy greater than the ionization energy of flame neutrals. Some of the electrons will then ionize the neutrals to form positive ions and additional electrons as they move towards complementary electrode, i.e. anode electrode. Depending on the energy gained from the field, the additional electrons may undergo further ionizing collisions as they are also accelerated towards the anode. The process develops into electron avalanches which sequentially transform into a filamentary conductive plasma channel that elongates at a very high speed to bridge the gap between the two electrodes. To describe the ionization process that leads to the avalanche processes, Townsend ionization coefficient (α) is used and is given as: Similarly, electrons in the flame medium attach to particulates that have high electron affinity and attachment cross section. The attachment coefficient can be expressed as: The critical point at which the flame changes from non-conducting to con- Re-arranging (12) gives relation (13) from which electron temperature is obtained after fitting relations (10) and (11) to experimental data, e.g. data obtain from chemical equilibrium calculations (GASEQ  ).
In the Townsend attachment and ionization rates (Equation (10) and (Equation (11)

Electrical Determination of Breakdown Field Strength
The experimental set up for combustion of the weeping wattle (Peltophorum africanum) litter fall is shown in Figure 3. It consisted of a cylindrical steel burner of diameter 10 cm and height 14 cm. Eight (8) holes of diameter 1.2 cm were diametrically drilled at about 2 cm from the bottom edge of the burner to allow influx of air into the combustion area. The burner was fitted with a Type-K thermocouple for measurement of temperature at the seat of the flame. A PASCO  lab jack (SE-9373), with a ceramic tile on its platform, provided a levelled surface for placing the burner and litter for combustion (see Figure 3). The tile is a good heat insulator and was therefore used to protect the platform from high flame temperatures. The burner was also fitted with two (2) copper electrodes (0.80 cm Ø) for providing strong electric field to the flame medium. The two copper electrodes had hemispherical tips of diameter 0.06 cm and were held in position by insulated retort stand clamps. The electrodes were inserted into the burner through the diametrically oppose holes. This allowed the distance between them to be varied. In the experiments a constant inter-electrode distance was set to 0.11 cm The electrodes were connected to opposite terminals of a PHYWE  high voltage dc power supply. The capacity of the power supply was a potential difference of 10 kV and had a current surge protector. The connection is shown in the experimental set up (Figure 3).
The litter fall (fuel) consisted of fine twigs (≤0.8 mm Ø) and limb wood (≥10 mm Ø). It was dried for two days before the experiment. This was done to increase combustion efficiency during the experiment. The dried fuel, bundled by a fine thread to a diameter of about 4 cm and height 7.5 cm (see Figure 4), was placed into the cylindrical burner. The height of the bundle was set based on the need for its end to coincide with the position of the electrodes and the thermocouple bulb, which should be at the reaction zone of the flame. Wooden guides  were provided so that the fuel is perpendicular to the jack surface so that the flame is not tilted.
Once secured in position within the burner, the fuel was ignited. The electrodes were then energized. Potential difference between the electrodes was increased steep-wise during combustion at a constant rate of 0.3 kV every 10 seconds. As the potential difference between the electrodes was raised, its accurate value was recorded and observed from Campbell Scientific CR1000 data logger and a Cathode Ray Oscilloscope, respectively. The data logger also read in the flame seat temperature from the thermocouple. At breakdown voltage, a sudden increase in current was registered in the sensitive multimeter as the flame becomes conductive. There was also a sudden drop in potential difference across R2 as the load becomes less resistive. The experiment was repeated several times under different combustion conditions.

Simulation of Breakdown Field Using Chemical Equilibrium Calculation Method
Intense temperature observed in vegetation fires is mainly due to pyrolysis of cellulose in the biomass fuel. Research has shown that major components in the pyrolysis mixture are; CO 2 , H 2 , CH 4 , H 2 O and CO [24]. Using representative pyrolysis gas, e.g. in [25], as reactants in a chemical equilibrium software GASEQ  , several combustion products were obtained as shown in Table 1. The table gives the products in terms in mole fractions (note that inclusion of potassium (K) in the mixture). GASEQ  is a chemical equilibrium software that calculates gas phase adiabatic composition and temperature at a given pressure. It uses the method of minimization of free energy to calculate the equilibrium composition at a specified temperature (Morley, [26]). This facilitates calculation of ionization and attachment rates required for the determination of the critical breakdown electric field, e.g. in Uhm (1999).
The variation of ionization and attachment rates with electron temperature was simulated using the gas mole fractions from GASEQ  , collision and attachment cross-section are given in literature, e.g. Itakawa [27].

Combustion Behavior of Fuels
Three ( -62 seconds to reach maximum flame temperature while limb wood took much longer. Figure 5 and Figure 6 show a typical fine twigs sample (B) whose temperature rose quickly to reach maximum of 1022 K in a time of 50 seconds after

Breakdown Electric Field
At about 4 -6 seconds after the fuels were ignited, the electrodes (with hemispherical tip) were energized by applying high voltage potential difference at a steady rate of 0.03 kV per second. The applied voltage generated electric field of the form: where: where d, 2crit φ and R are inter-electrode gap, potential difference across R2 at breakdown and radius of curvature for the electrode tip, respectively.
The breakdown voltage ( crit φ ) was determined from potential difference across R2, which was recorded in the data logger. A typical variation of electrical field between the electrodes immersed in twig flames is shown in Figure 6. The figure shows that for the particular experiment, breakdown occurred after the flame peak temperature (at 72 seconds) and was of value 10.7 kV/cm.   However, it has been shown by Heylen et al. [28] that under similar condition, hydrocarbons with higher molecular weight have higher breakdown electric field strength compared to lighter ones. As discussed in Section 2 of the manuscript, vegetation fires are impure hydrocarbon flames therefore will have higher breakdown electric field strength compared to dry air. Besides Hirano [29] and Chandra et al. [30] obtained breakdown electric field strength of 9 -10 kV/cm for a seeded hydrocarbon flames.

1) Braking force method
Streamers are basic modes through which electrical conduction occurs in fluids. Chen et al. [31] derived an empirical relation between steamer velocity (u s ) with its diameter, vis, u s = 0.3 + 0.59d s mm•ns −1 . Using streamer radius r s of 1.4mm for fields around 10 kV/cm [32], one obtains u s = u d of 1.95 × 10 6 m/s.

2) Chemical equilibrium calculation (CEC) method
The simulated data for ionization rate (α) was fit with relation (10) while attachment rate with was with relation (11) (see Figure 9 and Figure 10).
Uhm [23] notes that; for dry air at breakdown, electron temperature is 2.3 eV.
Therefore, the region of interest for ionization and attachment rates in vegetation fires from figures is that for which electron energies are greater than 2.0 eV. Table 2 shows the coefficient from the fit and the Pearson correlation (r) of the fit. When the coefficients are inserted into Equation (10) and Equation (11) and the equations solved for T e , a value of 3.1 eV is obtained. However, electron temperature for hot gases is related to the breakdown electric field by the relation [23]: where T r = 300 and η = 1.5 are reference temperature and correction term for the constant.
At reference temperature 300 K and flame temperature of 1300 K, Equation (16) gives breakdown electric field strength of 9.19 kV/cm, a value very close to that obtained by Hirano [29]. The breakdown electric field determined by Hira-Journal of Electromagnetic Analysis and Applications no is 9 kV/m.

Conclusion
Two theoretical calculations have been used to determine breakdown electric field strength for vegetation fuel fire. The value has an average of 10.03 kV/cm.
However, this value is corroborated by that obtained from experiment on seed flames of about the same temperature, e.g. [29] and [30]. The study considered vegetation fires of temperature range of 625 -1300 K and dielectric field strength was determined to range from 11 -18 kV/cm. A nonlinear fit of the experimental data was carried out which gave an empirical expression for breakdown electric field of vegetation fuels fires to be of the form: E = 40/T fl (kV/cm). The coefficient of the empirical relation is higher than that of dry air. This however is contributed by the fact that fire is made up by several mixture components high molecular weight compared to constituents of dry air.