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Experimental Assessment on the Coupling Effect of Mixing Length and Methane-Ammonia

Blends on Flame Stability and Emissions

Item Type Article

Authors Abdullah, Marwan;Guiberti, Thibault;Alsulami, Radi A.

Citation Abdullah, M., Guiberti, T. F., & Alsulami, R. A. (2023).

Experimental Assessment on the Coupling Effect of Mixing Length and Methane-Ammonia Blends on Flame Stability and Emissions.

Energies, 16(7), 2955. https://doi.org/10.3390/en16072955 Eprint version Publisher's Version/PDF

DOI 10.3390/en16072955

Publisher MDPI AG

Journal Energies

Rights Archived with thanks to Energies under a Creative Commons license, details at: https://creativecommons.org/licenses/by/4.0/

Download date 2024-01-25 19:36:35

Item License https://creativecommons.org/licenses/by/4.0/

Link to Item http://hdl.handle.net/10754/690595

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Citation:Abdullah, M.; Guiberti, T.F.;

Alsulami, R.A. Experimental Assessment on the Coupling Effect of Mixing Length and Methane- Ammonia Blends on Flame Stability and Emissions.Energies2023,16, 2955. https://doi.org/10.3390/

en16072955

Received: 6 March 2023 Revised: 19 March 2023 Accepted: 22 March 2023 Published: 23 March 2023

Copyright: © 2023 by the authors.

Licensee MDPI, Basel, Switzerland.

This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://

creativecommons.org/licenses/by/

4.0/).

energies

Article

Experimental Assessment on the Coupling Effect of Mixing Length and Methane-Ammonia Blends on Flame Stability and Emissions

Marwan Abdullah1, Thibault F. Guiberti2,3and Radi A. Alsulami1,*

1 Department of Mechanical Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia

2 Clean Combustion Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia

3 Mechanical Engineering Program, Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia

* Correspondence: [email protected]; Tel.: +966-548417334

Abstract:Lean premixed combustion mode has become attractive for utilization in industrial gas turbines due to its ability to meet strict emissions regulations without compromising engine efficiency.

In this combustion mode, the mixing process is the key player that affect the flame structure and stability, as well as the generated emissions. Many studies have investigated the aspects that influence premixed flames, including the effects of turbulence, combustor geometry, and level of partial premixing, while mostly using conventional natural gas fuel represented by methane. Recently, ammonia, a sustainable energy source, has been considered in gas turbines due to its carbon-free fuel producing no CO2. Utilizing 100% ammonia or a blend of methane and ammonia alters the combustion performance of a premixed flame due to the variation associated with the physical and chemical properties of ammonia. Thus, investigating the coupling between blend ratios and mixing length of methane-ammonia on flame stability and emissions is an essential step toward implementing ammonia in industrial gas turbines. In this study, the influence of various methane-ammonia blends, from 0 (pure methane) toXNH3= 75%, and mixing lengths on the flame performance were studied.

The mixing length was altered by delaying the injection (i.e., partially premixing) of the ammonia while using a fixed injection location for the reference methane-air mixture. This was done by using three fuel ports located at three different heights upstream of the combustion chamber. The results showed that the flame stability is negatively influenced by increasing (decreasing) ammonia fraction (mixing length ratio) and is more sensitive to the ammonia fraction than to the mixing length. At a constant equivalence ratio, the CO and NOx performances improved positively by increasing the ammonia volume fractions (especially atXNH3= 75% compared toXNH3= 25% and 50%) and the mixing length.

Keywords:carbon-free; ammonia; partially premixed flame; flame stability; nitric oxide; gas turbine

1. Introduction

Around 37% of the world’s energy is consumed as electricity [1]. More than 80% of that energy is supplied by fossil fuel. Although a significant amount of energy is associated with fossil fuels, these are not sustainable energy sources and are responsible for greenhouse gas emissions, especially when burned, which contributes to climate change [2,3]. The current strict regulations implemented by worldwide governments on pollutants emissions emitted from combustion devices burning hydrocarbons have driven much attention towards carbon-free fuels, e.g., ammonia (NH3) and hydrogen (H2). Furthermore, lean premixed combustion has been widely adopted in land-based gas turbines due to its superior emission performance. However, engines operating on lean premixed mode are

Energies2023,16, 2955. https://doi.org/10.3390/en16072955 https://www.mdpi.com/journal/energies

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usually prone to combustion instability, including autoignition, flashback, blow-off, and dynamic instabilities [4,5].

Flame stability and emissions are influenced by the level of fuel-air mixture inhomo- geneity. Full mixing of the mixture upstream of the combustion chamber is desired to obtain low emissions. However, it is usually challenging to achieve complete mixing of fuel and air due to the short time available for this mixing and to some operational constraints, including avoiding flashback and auto-ignition [6]. Thus, the method of mixing is crucial in generating an appropriate mixture for efficient combustion with minimal pollution [7–10].

In this regard, Elbaz et al. [7] used a concentric flow slot burner to study the consequences of altering the velocity ratios between air and fuel and the level of mixture inhomogeneity on the mixing field structure and flame stability of two fuels (i.e., propane and natural gas).

Their results showed that propane has a better mixture homogeneity than methane due to a higher velocity ratio with air. In addition, the flame stability performance was enhanced with a short mixing length due to the presence of lean and rich pockets (i.e., inhomogeneous global mixture). Similarly, Mansour [10] studied a wide range of mixture inhomogeneity using a concentric flow conical nozzle burner equipped with co-axial circular tubes. Other researchers utilized the same approach using laboratory burners [11–19], finding contradict- ing behaviors, including a positive relationship between mixture inhomogeneity and flame stability, in most cases, indicating that an inhomogeneous mixture increases flame stability.

Badawy et al. [14] used a custom burner with variations of premixing degrees to compare the flame stability of natural gas (NG) and liquid petroleum gas (LPG). They observed that premixing level variation impacted the stability of the LPG flame significantly more than that of the NG and LPG flame as the mixing degree increased, while the stability of the NG flame was improved at a lower level of premixing. The stability of methane-air flames was examined at two fuel injection locations; one close to the burner outlet (gener- ating a partially premixed flame) and the other one far from the flame (simulating a fully premixed flame), using the thermo-acoustic instability frequencies method [16]. The data proved that in the partially premixed case, there was lower instability frequencies, meaning that the flame stability map was extended due to incomplete premixing of fuel and air.

Scarinci et al. [17] proposed different premixing techniques by changing how ethylene fuel and/or air are injected so that fuel-air ratio fluctuations over a wide range of frequencies could be passively damped out. Injecting the air through many small holes while supplying the fuel from a single source at the bottom of the mixer removed combustion instabilities while maintaining excellent NOx and CO emission levels. While the studies mentioned above have enhanced our understanding regarding the relationship between mixing quality and flame stability and emissions of conventional gaseous fuels, it necessary to investigate carbon-free fuels, e.g., ammonia, to accelerate its utilization, since these have different physical and chemical properties compared to traditional fuels.

Ammonia, a highly hydrogenated molecule, is, along with hydrogen, a promising sub- stitute for conventional carbon-based fuels to mitigate carbon emissions [20,21]. However, fueling existing engines with ammonia is challenging for several reasons, including its low reactivity, represented by its flame speed, low flammability limits, high auto-ignition tem- perature, and its potential to produce high fuel-NOx. Recently, many researchers have stud- ied the flame stabilization and emission performance of premixed fuel-air mixture utilizing pure ammonia or blends with methane, e.g., [5,22–28]. Hayakawa et al. [22] studied the flame stability and emission of ammonia-air premixed flames at various equivalence ratios and inlet flow velocities using a swirl combustor. They found that the flame was relatively stable under rich conditions while generating low NO concentration. Okafor et al. [23] used pure ammonia in a micro gas turbine combustor to assess NO emission and combustion efficiency. They successfully achieve low NO and high combustion efficiency for a slightly rich equivalence ratio, e.g.,φ~1.1.

The stabilization mechanisms of ammonia-methane-air premixed flame have been taken into consideration by several publications [29–39]. In one of the pioneering works, Valera-Medina et al. [30] attempted to mitigate the low reactivity and fuel-NOx production

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of pure ammonia in gas turbine combustion via a testing blend of ammonia and methane (i.e., 61% NH3–39% CH4in mole fraction) and different equivalence ratios. They found the lowest emissions with a blend fuel atφ≥1.15 but an unacceptable CO level and lower stability. Ito et al. [32] used a two-stage combustion system to achieve low emissions and high combustion efficiency, which is difficult to achieve with a single-stage combustor.

Khateeb et al. [34] examined the impact of ammonia fraction in NH3-CH4-air fuel mixtures on flame stability limit and exhaust emissions utilizing a generic swirl burner under atmospheric pressure conditions. They found that NO concentrations reached a maximum value at around 50% ammonia fraction and equivalence ratios betweenφ~0.70 and 0.80.

The same group reproduced this study with elevated pressures in [35] and found that flames could be stabilized at a leaner equivalence ratio as the pressure increased. However, they observed that good NO performance was limited only to rich equivalence ratios, and they recommended a two-stage combustion in order to ensure globally lean operation.

Avila et al. [36] studied emissions from a reduced-scale swirl burner relevant to a micro combustor while using an ammonia-methane mixture for a wide range of equivalence ratios. The study concluded that lean mixtures of ammonia and methane at equivalence ratios below 0.7 could lead to reduce NO emissions; however, they still exceeded global emissions targets.

From the literature above, extensive research has been done on investigating the impact of (1) mixing fields/quality (while mainly using conventional fuels, e.g., LPG and NG, sometimes represented by methane) and (2) ammonia-methane blends on premixed combustion instabilities and emissions. Considering the current trend in utilizing carbon- free fuels for power generation, the present work aimed to shed further light on these aspects by investigating the influence of the coupling between mixing length effect and methane-ammonia blends on flame stability and emissions. Different ammonia-methane blends (from 0, pure methane, to ammonia volume fraction of 75%) were used at a wide range of equivalence ratios from lean blow-off limits to fuel-rich conditions. Three different fuel inlet locations upstream of the combustion chamber were utilized, altering the mixing length and thus the homogeneity of the fuel-air mixtures reaching the combustion region.

2. Experimental Set-Up and Methods

Understanding the coupling between the fuel-air mixing time/length and fuel com- positions is a crucial step for ensuring stabilized flame with minimal generated emissions.

To achieve this, a newly constructed stainless steel swirl burner, able to simulate various partially premixed modes by injecting the fuels from different locations upstream of the combustion chamber, was utilized. The burner and the experimental setup are shown in Figure1, including a real image and a 3D schematic showing the burner’s main dimensions.

The combustion chamber is delineated by a high-temperature resistant quartz tube with a 196-mm length and an inner diameter of 104 mm. The flame is swirled using eight tilted flat vanes at 45fixed angle with respect to the centerline axis. A strong swirl flow with a swirl number (SN) of 0.78 is estimated using the following equation:

SN=

2

3

1−(Dhub/Dsw)3

1−(Dhub/Dsw)2 tanθ. (1) In Equation (1), θis the flat vanes angles and equals 45,Dhub is the swirler hub diameter (acting similar to a bluff-body) equal to 19.2 mm, andDswis the swirler diameter of 38.4 mm. The vane angle and, accordingly, the swirl number used in the current study, are in the range recommended by [40] to generate sufficient swirl motion aiding in stabilizing the flame. Similar swirl specifications have been used in many related works, e.g., [22].

In this study, methane (CH4) fuel was used to represent natural gas (NG) due to its well- defined properties. Ammonia (NH3) with 99.9% purity was also used. Select properties of the tested fuels important for the current work are listed in Table1. This work assessed various methane-ammonia blends and used three axial injection locations to introduce

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ammonia separately from methane. Variation in the position of the ammonia injection entrance altered the distance available for it to mix with the main mixture of methane and air. Port 1, located at the burner plenum, 627 mm upstream of the burner outlet, was used to inject the methane-air mixture (i.e., reference case). It is worth noting that the reference case was chosen as one point from port 1 because it provided the optimal/best flame stability and the least generated emissions compared to the other injection ports and tested fuel fractions. Ammonia may be injected from Port 1 along with the methane-air mixture. Alternatively, ammonia may be injected from Port 2 or Port 3, located 410.5 mm and 276 mm upstream of the combustion chamber, respectively, as shown in Figure1. The mixing length, i.e., the distance between the port where ammonia is injected and burner lip (L), is normalized by the hydraulic burner diameter, calculated for the annular regime at the burner exit (D=Dsw−Dhub= 19.2 mm), to yield the (L/D) ratio. The details of the conditions tested in this work are listed in Table2. The tested cases covered a range of global equivalence ratios,φ, between the lean blow-off limit and 1.35, thermal power,Pth, between

~2.1 and 6.1 kW, a range ofL/Dbetween 14 and 32, and various methane-ammonia blends, e.g., from 0 (pure methane) to 75% ammonia volume fraction, while Reynolds numbers,Re, ranged from 6200 to 7200. The global Reynolds number, thermal power, ammonia volume fractions from the fuel blend, and equivalence ratio were evaluated using the following equations, respectively:

Re= .

Vair+V. f uel ρ

µD , (2)

Pth=

m. f.LHVf, (3)

XNH3 =

.

VNH3 .

VNH3+V.CH4

, (4)

φ= FAActual FAstoichiometric

, (5)

whereρis for the density of the fuel-air mixture,Dis the injector’s hydraulic diameter of 19.2 mm, andµstands for the dynamic viscosity of the fuel-air mixture. The volume flowrate of the air and fuel mixture are represented byV.airandV. f uel, respectively. In Equation (3),m. f stands for the mass flow rate of each fuel, andLHVf is the lower heating value of the used fuels (i.e., heat of combustion), as listed in Table1. In Equation (5), FAActualwas provided by mass flow controllers, whileFAstoichiometricwas predicted using the complete stoichiometric reaction of the fuel mixture and air. The flow rates of methane, ammonia, and air were controlled using Brooks mass flow controllers (SLA 5851 series) with an accuracy of±0.6%. The fuels and air were delivered at room temperature, i.e., 298±5 K.

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stabilizing the flame. Similar swirl specifications have been used in many related works,  e.g., [22]. 

  Figure 1. Experimental setup and schematic of the swirl burner (all dimensions in mm). 

In this study, methane (CH4) fuel was used to represent natural gas (NG) due to its  well‐defined properties. Ammonia (NH3with 99.9% purity was also used. Select  properties of the tested fuels important for the current work are listed in Table 1. This  work assessed various methane‐ammonia blends and used three axial injection locations  to introduce ammonia separately from methane. Variation in the position of the ammonia  injection entrance altered the distance available for it to mix with the main mixture of  methane and air. Port 1, located at the burner plenum, 627 mm upstream of the burner  outlet, was used to inject the methane‐air mixture (i.e., reference case). It is worth noting  that the reference case was chosen as one point from port 1 because it provided the  optimal/best flame stability and the least generated emissions compared to the other  injection ports and tested fuel fractions. Ammonia may be injected from Port 1 along with  the methane‐air mixture. Alternatively, ammonia may be injected from Port 2 or Port 3,  located 410.5 mm and 276 mm upstream of the combustion chamber, respectively, as  shown in Figure 1. The mixing length, i.e., the distance between the port where ammonia  is injected and burner lip (L), is normalized by the hydraulic burner diameter, calculated  for the annular regime at the burner exit (D = 𝐷   − 𝐷  = 19.2 mm), to yield the (L/D ratio. The details of the conditions tested in this work are listed in Table 2. The tested cases  covered a range of global equivalence ratios, ϕ, between the lean blow‐off limit and 1.35,  thermal power, 𝑃 , between ~2.1 and 6.1 kW, a range of L/D between 14 and 32, and  various methane‐ammonia blends, e.g., from 0 (pure methane) to 75% ammonia volume  fraction, while Reynolds numbers, Reranged from 6200 to 7200. The global Reynolds  number, thermal power, ammonia volume fractions from the fuel blend, and equivalence  ratio were evaluated using the following equations, respectively: 

𝑅𝑒 𝑉 𝑉 𝜌

𝜇𝐷 ,   (2)

𝑃 𝑚 .𝐿𝐻𝑉,   (3)

𝑋 ,     (4)

Figure 1.Experimental setup and schematic of the swirl burner (all dimensions in mm).

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Table 1.Select physical and chemical properties of methane and ammonia at standard conditions T = 298 K and P = 1 atm [41].

Properties Methane (CH4) Ammonia (NH3)

Density [kg/m3] 0.657 0.704

Viscosity [kg/m.s] 1.11×10−5 1.01×10−5

Laminar burning velocity [m/s] 0.37 0.07

Adiabatic flame temperature [K] 2223 2073

Heat of combustion [MJ/kg] 50 18.6

Table 2.Summary of the tested conditions.

Parameter Test Point

Air flowrate (L/min) 100

Equivalence ratio (φ) 0.45–1.35

Reynold number (Re) 6200–7200

Swirl number (SN) 0.78

Thermal Power (kW) ~2.1–6.1

L/Dratio 14, 21, & 32

XNH3(volume%) 0, 25, 50, & 75

Number of ports 3

Methane-air (Ref.) injection Port 1

Ammonia injection All ports

The experiments were conducted under sea level conditions, i.e., 1 atm and 298 K. As mentioned above, the influence of mixing length, fuel blend, and equivalence ratio on flame stability, flame structure, and emissions were extensively investigated in this study. Flame stability was quantified by measuring the flame’s lean blow-off limit for each tested case.

The lean blow-off was achieved by slowly decreasing the fuel flow rate while maintaining a constant air flow rate until the flame blew off, and then the equivalence ratio was noted.

For each tested condition, measurements were repeated at least three times showing a maximum uncertainty of 0.5%.

To investigate flame structure, images were recorded with a digital camera (DSLR Nikon D700, AF-S NIKKOR 24–70 mm F2.8G, Nikon, Tokyo, Japan) with an exposure time of 2.00 s, an aperture of f/7.1, and 250 ISO number. At least five images were taken for each tested case. The exhaust emission, mainly NOx and CO, were measured using a Testo 350 gas analyzer showing a maximum deviation of 2% from the mean value. The gas analyzer probe was placed at the exit of the combustion chamber, ~10 cm downstream of the quartz tube, and the concentrations of the exhaust gases were recorded three times. The average of the three recorded values was then taken.

3. Results and Discussion

Understanding the effects of adding ammonia along with conventional fuel and the optimum mixing scenarios on flame stability and emissions is required to utilize ammonia fuel in gas turbine combustors successfully. Thus, flame stability limits and topology, as well as the CO and NOx emissions, were measured in this work for a wide range of methane-ammonia blends, mixing length, and equivalence ratios.

3.1. Flame Stability

Flame stability was quantified by measuring the equivalence ratio for which lean blow- off occurs. Figure2shows the measured lean blow-off limits as a function of ammonia volume fraction for different mixing lengths. The baseline methane-air (i.e., Ref. case) was first examined at the baseline port (L/D= 32) and showed the best lean blow-off perfor- mance withφ= 0.45. As expected, the equivalence ratio at lean blow-off increased when the ammonia volume fraction increased. This was attributed to the reduction in the fuel blend reactivity (i.e., laminar flame speed) at a constant equivalence ratio [34,36]. As shown

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in Figure2, similar strong positive correlation trends between flame stability limits and ammonia volume fractions for the different mixing lengths were noticed. The mixing ratio ofL/D= 32 showed better lean blow-off performance over all tested blend ratios compared to the cases when ammonia injection was partially premixed (i.e.,L/D= 14 and 21). For the tested conditions in the current work, the results indicate that the sooner ammonia was injected with methane, allowing for sufficient mixing, the better the flame stability. This is in agreement with similar results reported by [34,36]. However, other related works have listed that increasing the mixing degree lowers the flame stability. It is worth noting that in the current work we altered the mixing length of the reference mixture (methane-air) and ammonia by injecting the ammonia from different locations. Thus, delaying (i.e., partially premixing) the lower reactive fuel (ammonia) is probably not advantageous even with the existence of a local inhomogeneous mixture, which is usually associated with flame stability enhancement, especially when more reactive fuel (e.g., methane and/or hydrogen) is used.

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3. Results and Discussion 

Understanding the effects of adding ammonia along with conventional fuel and the  optimum mixing scenarios on flame stability and emissions is required to utilize ammonia  fuel in gas turbine combustors successfully. Thus, flame stability limits and topology, as  well as the CO and NOx emissions, were measured in this work for a wide range of  methane‐ammonia blends, mixing length, and equivalence ratios. 

3.1. Flame Stability 

Flame stability was quantified by measuring the equivalence ratio for which lean  blow‐off occurs. Figure 2 shows the measured lean blow‐off limits as a function of  ammonia volume fraction for different mixing lengths. The baseline methane‐air (i.e., Ref. 

case) was first examined at the baseline port (L/D = 32) and showed the best lean blow‐off  performance with ϕ = 0.45. As expected, the equivalence ratio at lean blow‐off increased  when the ammonia volume fraction increased. This was attributed to the reduction in the  fuel blend reactivity (i.e., laminar flame speed) at a constant equivalence ratio [34,36]. As  shown in Figure 2, similar strong positive correlation trends between flame stability limits  and ammonia volume fractions for the different mixing lengths were noticed. The mixing  ratio of L/D = 32 showed better lean blow‐off performance over all tested blend ratios  compared to the cases when ammonia injection was partially premixed (i.e., L/D = 14 and  21). For the tested conditions in the current work, the results indicate that the sooner  ammonia was injected with methane, allowing for sufficient mixing, the better the flame  stability. This is in agreement with similar results reported by [34,36]. However, other  related works have listed that increasing the mixing degree lowers the flame stability. It  is worth noting that in the current work we altered the mixing length of the reference  mixture (methane‐air) and ammonia by injecting the ammonia from different locations. 

Thus, delaying (i.e., partially premixing) the lower reactive fuel (ammonia) is probably  not advantageous even with the existence of a local inhomogeneous mixture, which is  usually associated with flame stability enhancement, especially when more reactive fuel  (e.g., methane and/or hydrogen) is used. 

 

Figure 2. Measured equivalence ratios at lean blow‐off limits as function of ammonia volume  fractions for different mixing lengths. 

Figure 2 shows a slight decrease in the equivalence ratio at the lean blow‐off limits  as the mixing length increases for constant ammonia fraction. A maximum lean blow‐off  enhancement of ~4% was noticed as the mixing is increased from L/D = 14 to 32 for the  75% ammonia fraction. On the other hand, a maximum flame stability reduction of ~17% 

was observed when the ammonia fraction was increased from 25% to 75% in the case of a  shorter mixing length (i.e., L/D = 14). These results show that the lean blow‐off limits for  the current tested conditions were highly influenced by the ammonia fuel fraction and, to  a lesser extent, the mixing length. An attempt to correlate the lean blow‐off data with the  ammonia fuel fraction and mixing length ratio was done by means of multiple regression 

Figure 2. Measured equivalence ratios at lean blow-off limits as a function of ammonia volume fractions for different mixing lengths.

Figure2shows a slight decrease in the equivalence ratio at the lean blow-off limits as the mixing length increases for constant ammonia fraction. A maximum lean blow-off enhancement of ~4% was noticed as the mixing is increased fromL/D= 14 to 32 for the 75% ammonia fraction. On the other hand, a maximum flame stability reduction of ~17%

was observed when the ammonia fraction was increased from 25% to 75% in the case of a shorter mixing length (i.e.,L/D= 14). These results show that the lean blow-off limits for the current tested conditions were highly influenced by the ammonia fuel fraction and, to a lesser extent, the mixing length. An attempt to correlate the lean blow-off data with the ammonia fuel fraction and mixing length ratio was done by means of multiple regression analysis such thatφLBO= (XNH3)aL/Db. The analysis resulted in fitting correlation factors ofa= 0.13 andb=−0.03 with correlation coefficient (R2) of 0.86, indicating a strong positive correlation betweenφLBOandXNH3and a weak negative correlation betweenφLBOand L/D, consistent with the observations above (Figure2). The slight negative effect of mixing length on flame stability may indicate that this relation can be flipped to a positive one if a shorter mixing (i.e.,L/D< 14, which is the shorter mixing length used in the current work) is used, leading to an enhancement of flame stability as noticed, for example, when pilot jet flame was utilized, e.g., as in [28].

3.2. Flame Shape

Figure3shows time-averaged broadband images of methane-ammonia-air flames for various mixing length ratios, ammonia volume fractions, and equivalence ratios. The reference methane air flame in Figure3a shows a weak (faded) blue flame at leaner condition turning into a smaller and compact flame at stoichiometric fuel/air ratio. Interestingly, the reference flame turned into a larger and lighter bluish flame asφreaches 1.35 with orange color toward the top of the combustion zoon indicating the presence of soot. With all mixing length ratio cases (Figure3a–c), increasing the ammonia fuel fraction, for constantφ, led to

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a slightly larger flame and more significantly increased the intensity of the yellow-orange color in the flame. This color is mainly attributed to the NH2ammonia alpha and water spectra (sometimes referred to nitrogen glow) as explained by [34].

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analysis such that 𝜙 X 𝐿/𝐷 . The analysis resulted in fitting correlation factors  of a = 0.13 and b = −0.03 with correlation coefficient (R2) of 0.86, indicating a strong positive  correlation between 𝜙  and XNH3 and a weak negative correlation between 𝜙  and  L/D, consistent with the observations above (Figure 2). The slight negative effect of mixing  length on flame stability may indicate that this relation can be flipped to a positive one if  a shorter mixing (i.e., L/D < 14, which is the shorter mixing length used in the current  work) is used, leading to an enhancement of flame stability as noticed, for example, when  pilot jet flame was utilized, e.g., as in [28]. 

3.2. Flame Shape 

Figure 3 shows time‐averaged broadband images of methane‐ammonia‐air flames for  various mixing length ratios, ammonia volume fractions, and equivalence ratios. The  reference methane air flame in Figure 3a shows a weak (faded) blue flame at leaner  condition turning into a smaller and compact flame at stoichiometric fuel/air ratio. 

Interestingly, the reference flame turned into a larger and lighter bluish flame as ϕ reaches  1.35 with orange color toward the top of the combustion zoon indicating the presence of  soot. With all mixing length ratio cases (Figure 3a–c), increasing the ammonia fuel fraction,  for constant ϕ, led to a slightly larger flame and more significantly increased the intensity of  the yellow‐orange color in the flame. This color is mainly attributed to the NH2 ammonia  alpha and water spectra (sometimes referred to nitrogen glow) as explained by [34]. 

  Figure 3. Time‐averaged broadband flame images for the three tested mixing length ratios, (aL/D 

= 32, (bL/D = 21, (cL/D = 14, and at different ammonia volume fractions and equivalence ratios. 

To clearly demonstrate the influence of the mixing length on flame shape and  behavior, images of the tested L/D ratios are plotted together at constant ϕ of 1.0 in Figure  4. For fixed ammonia fraction (e.g., 25%), the flame size shrank and became more compact  near the swirler outlet as the mixing length ratio decreased. Adding more ammonia  seemed  to  enlarge  the  flame.  This  can  be explained by  the presence  of intense  chemiluminescence (mainly CH* radical) when a less homogeneous mixture with higher  reactivity was generated caused by lower mixing length ratio and/or ammonia fraction. 

This situation is opposite to the case when the ammonia fraction was increased leading to  reduced hydrocarbon in the mixture. 

Figure 3.Time-averaged broadband flame images for the three tested mixing length ratios, (a)L/D= 32, (b)L/D= 21, (c)L/D= 14, and at different ammonia volume fractions and equivalence ratios.

To clearly demonstrate the influence of the mixing length on flame shape and behavior, images of the testedL/Dratios are plotted together at constantφof 1.0 in Figure4. For fixed ammonia fraction (e.g., 25%), the flame size shrank and became more compact near the swirler outlet as the mixing length ratio decreased. Adding more ammonia seemed to enlarge the flame. This can be explained by the presence of intense chemilumines- cence (mainly CH* radical) when a less homogeneous mixture with higher reactivity was generated caused by lower mixing length ratio and/or ammonia fraction. This situation is opposite to the case when the ammonia fraction was increased leading to reduced hydrocarbon in the mixture.

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Figure 4. Time‐averaged broadband images of methane‐ammonia flames for different mixing length  ratios and ammonia fractions and at a fixed equivalence ratio of 1.0. 

3.3. Exhaust Gas Emissions 

CO and NOx emissions were measured for the different conditions tested in this  study, particularly for ϕ > 0.6, to ensure stable flame exists. Figure 5 shows the CO  concentration as a function of ϕ for different mixing length ratios at fixed ammonia  fractions. The reference methane‐air had a low CO concentration at ϕ < 1.0 (as low as 0  ppm at ϕ = 0.9) before it sharply increased at ϕ > 1.0 reaching a maximum value of ~2000  ppm at ϕ ~1.35. This is attributed to uncomplete combustion especially at rich equivalence  ratios where there is no sufficient oxygen to complete the reaction. As expected, increasing  the mixing length ratios and/or ammonia volume fraction generally decreased the  generated CO concentration. A longer mixing scenario is usually associated with more  homogeneous mixture and thus better CO conversion to CO2, while increasing the volume  fraction of carbon‐free fuel (ammonia) in the mixture leads to lower carbon and thus less  generated CO emission. 

  Figure 5. Measured CO concentrations at different equivalence ratios for different mixing length  ratios at a fixed ammonia fraction, e.g., (a) 25, (b) 50 and (c) 75%. The reference case in (a) is for a  neat methane‐air mixture at L/D = 32. 

To better understand the influence of the mixing length ratio and ammonia fraction,  the CO emission concentration for one equivalence ratio (e.g., ϕ = 1.1) is plotted in Figure  6. In general, for a fixed mixing ratio, a negative correlation between CO concentration  and ammonia fractions appeared, indicating that, as expected, increasing the fraction of  ammonia (carbon‐free fuel) in the blend led to CO emission reduction. On the other hand,  generally, decreasing the mixing length ratio seemed to increase the CO concentration. 

Figure 6 shows that decreasing the mixing length ratio from L/D = 32 to 14 increased CO  concentration by a factor of about three for ammonia volume fractions of 25% and 50%. 

Although the CO concentration at XNH3 = 75%, and for all the mixing length ratios, was  less than 76 ppm (relatively low), it was noticed that the CO emission was increased by a  factor of ~4.4 when the mixing ratio reduced from L/D = 32 to 14. Figure 6 also shows that  for a constant L/D =32, a significant reduction in the CO concentration (~97%) was 

L/D = 32 L/D = 21 L/D = 14

XNH3=75% XNH3=50% XNH3=25%

Figure 4.Time-averaged broadband images of methane-ammonia flames for different mixing length ratios and ammonia fractions and at a fixed equivalence ratio of 1.0.

3.3. Exhaust Gas Emissions

CO and NOx emissions were measured for the different conditions tested in this study, particularly forφ> 0.6, to ensure stable flame exists. Figure5shows the CO concentration as a function ofφfor different mixing length ratios at fixed ammonia fractions. The reference methane-air had a low CO concentration atφ< 1.0 (as low as 0 ppm atφ= 0.9) before it sharply increased atφ> 1.0 reaching a maximum value of ~2000 ppm atφ~1.35. This is attributed to uncomplete combustion especially at rich equivalence ratios where there is no sufficient oxygen to complete the reaction. As expected, increasing the mixing length ratios and/or ammonia volume fraction generally decreased the generated CO concentration. A longer mixing scenario is usually associated with more homogeneous mixture and thus better CO conversion to CO2, while increasing the volume fraction of carbon-free fuel (ammonia) in the mixture leads to lower carbon and thus less generated CO emission.

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Figure 4. Time‐averaged broadband images of methane‐ammonia flames for different mixing length  ratios and ammonia fractions and at a fixed equivalence ratio of 1.0. 

3.3. Exhaust Gas Emissions 

CO and NOx emissions were measured for the different conditions tested in this  study, particularly for ϕ > 0.6, to ensure stable flame exists. Figure 5 shows the CO  concentration as a function of ϕ for different mixing length ratios at fixed ammonia  fractions. The reference methane‐air had a low CO concentration at ϕ < 1.0 (as low as 0  ppm at ϕ = 0.9) before it sharply increased at ϕ > 1.0 reaching a maximum value of ~2000  ppm at ϕ ~1.35. This is attributed to uncomplete combustion especially at rich equivalence  ratios where there is no sufficient oxygen to complete the reaction. As expected, increasing  the mixing length ratios and/or ammonia volume fraction generally decreased the  generated CO concentration. A longer mixing scenario is usually associated with more  homogeneous mixture and thus better CO conversion to CO2, while increasing the volume  fraction of carbon‐free fuel (ammonia) in the mixture leads to lower carbon and thus less  generated CO emission. 

  Figure 5. Measured CO concentrations at different equivalence ratios for different mixing length  ratios at a fixed ammonia fraction, e.g., (a) 25, (b) 50 and (c) 75%. The reference case in (a) is for a  neat methane‐air mixture at L/D = 32. 

To better understand the influence of the mixing length ratio and ammonia fraction,  the CO emission concentration for one equivalence ratio (e.g., ϕ = 1.1) is plotted in Figure  6. In general, for a fixed mixing ratio, a negative correlation between CO concentration  and ammonia fractions appeared, indicating that, as expected, increasing the fraction of  ammonia (carbon‐free fuel) in the blend led to CO emission reduction. On the other hand,  generally, decreasing the mixing length ratio seemed to increase the CO concentration. 

Figure 6 shows that decreasing the mixing length ratio from L/D = 32 to 14 increased CO  concentration by a factor of about three for ammonia volume fractions of 25% and 50%. 

Although the CO concentration at XNH3 = 75%, and for all the mixing length ratios, was  less than 76 ppm (relatively low), it was noticed that the CO emission was increased by a  factor of ~4.4 when the mixing ratio reduced from L/D = 32 to 14. Figure 6 also shows that  for a constant L/D =32, a significant reduction in the CO concentration (~97%) was 

L/D = 32 L/D = 21 L/D = 14

XNH3=75% XNH3=50% XNH3=25%

Figure 5.Measured CO concentrations at different equivalence ratios for different mixing length ratios at a fixed ammonia fraction, e.g., (a) 25, (b) 50 and (c) 75%. The reference case in (a) is for a neat methane-air mixture atL/D= 32.

To better understand the influence of the mixing length ratio and ammonia fraction, the CO emission concentration for one equivalence ratio (e.g.,φ= 1.1) is plotted in Figure6.

In general, for a fixed mixing ratio, a negative correlation between CO concentration and ammonia fractions appeared, indicating that, as expected, increasing the fraction of ammonia (carbon-free fuel) in the blend led to CO emission reduction. On the other hand, generally, decreasing the mixing length ratio seemed to increase the CO concentration.

Figure6shows that decreasing the mixing length ratio fromL/D= 32 to 14 increased CO concentration by a factor of about three for ammonia volume fractions of 25% and 50%.

Although the CO concentration atXNH3= 75%, and for all the mixing length ratios, was less than 76 ppm (relatively low), it was noticed that the CO emission was increased by a factor of ~4.4 when the mixing ratio reduced fromL/D= 32 to 14. Figure6also shows that for a constantL/D=32, a significant reduction in the CO concentration (~97%) was achieved forXNH3= 75% compared to pure methane. From Figure6, a maximum decrease (by a factor of ~7) was noticed when ammonia fraction was increased from 25% to 75%

forL/D= 21 case. This factor was decreased to about four with a shorter mixing length ofL/D= 14. A multiple regression analysis, similar to that used earlier with lean flame blow-off, was done for the CO data concentration presented in Figure6, showing a strong negative correlation between measured CO from one side and the mixing length ratio and ammonia fraction from the other side. The resultant fitting correlation factors were a=−1.5 andb=−1.5, with a correlation coefficientR2of 0.81, indicating a similar negative sensitivity of the CO emission withL/Dand ammonia fraction. This increase in the mixing length ratio is usually tied to a better homogeneous mixture. At the same time, a higher ammonia fraction means replacing a carbon fuel, which both tend to reduce CO emissions.

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achieved for XNH3 = 75% compared to pure methane. From Figure 6, a maximum decrease  (by a factor of ~7) was noticed when ammonia fraction was increased from 25% to 75% for  L/D = 21 case. This factor was decreased to about four with a shorter mixing length of L/D 

= 14. A multiple regression analysis, similar to that used earlier with lean flame blow‐off,  was done for the CO data concentration presented in Figure 6, showing a strong negative  correlation between measured CO from one side and the mixing length ratio and  ammonia fraction from the other side. The resultant fitting correlation factors were a = −1.5  and b =  −1.5, with a correlation coefficient R2 of 0.81, indicating a similar negative  sensitivity of the CO emission with L/D and ammonia fraction. This increase in the mixing  length ratio is usually tied to a better homogeneous mixture. At the same time, a higher  ammonia fraction means replacing a carbon fuel, which both tend to reduce CO emissions. 

 

Figure 6. CO emission for ϕ = 1.1 as function of ammonia fractions at different mixing length ratios. 

Figure 7 illustrates the NOx concentration as a function of 𝜙 for different mixing  length ratios at fixed ammonia fractions. The reference methane‐air mixture produced the  lowest NOx concentration over all tested equivalence ratios (i.e., maximum value of ~20  ppm at ϕ = 1.0). This low value indicates an excellent NOx performance of the current  burner. In the present study, the largest reported NOx concentration was 2900 ppm at ϕ 

= 0.85, L/D = 14, and ammonia fraction of 25%. These specific conditions could be favorable  for NOx generation as shorter mixing length (leading to higher temperature as a result of  existing pocket of rich fuel/air ratio) and enough ammonia coexisted. Higher reaction  temperature enhanced the thermal NOx pathway, while having NH3 in the mixture  promoted NOx generation from the fuel pathway. For most of ammonia fractions and  mixing length ratios, the highest NOx emission occurred between ϕ = 0.8 and 0.95. The  NOx concentration was relatively low (in most cases lower than 1500 ppm) at leaner  conditions (e.g., ϕ < 0.8) and lower than 1000 ppm for richer conditions, e.g., ϕ  ≥ 1.1. 

Similar trends/observations were noticed by [34]. Generally, increasing the mixing length  ratio and using higher ammonia fuel fraction led to substantial reduction in NOx  formation. 

  Figure 7. Measured NOx concentrations at different equivalence ratios for different mixing length  ratios at a fixed ammonia fraction, e.g., (a) 25, (b) 50 and (c) 75%. The reference case in (a) is for a  neat methane‐air mixture at L/D = 32. 

Figure 6.CO emission forφ= 1.1 as function of ammonia fractions at different mixing length ratios.

Figure7illustrates the NOx concentration as a function ofφfor different mixing length ratios at fixed ammonia fractions. The reference methane-air mixture produced the lowest NOx concentration over all tested equivalence ratios (i.e., maximum value of ~20 ppm at φ= 1.0). This low value indicates an excellent NOx performance of the current burner. In the present study, the largest reported NOx concentration was 2900 ppm atφ= 0.85,L/D= 14,

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and ammonia fraction of 25%. These specific conditions could be favorable for NOx generation as shorter mixing length (leading to higher temperature as a result of existing pocket of rich fuel/air ratio) and enough ammonia coexisted. Higher reaction temperature enhanced the thermal NOx pathway, while having NH3in the mixture promoted NOx generation from the fuel pathway. For most of ammonia fractions and mixing length ratios, the highest NOx emission occurred betweenφ= 0.8 and 0.95. The NOx concentration was relatively low (in most cases lower than 1500 ppm) at leaner conditions (e.g.,φ< 0.8) and lower than 1000 ppm for richer conditions, e.g.,φ≥1.1. Similar trends/observations were noticed by [34]. Generally, increasing the mixing length ratio and using higher ammonia fuel fraction led to substantial reduction in NOx formation.

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achieved for XNH3 = 75% compared to pure methane. From Figure 6, a maximum decrease  (by a factor of ~7) was noticed when ammonia fraction was increased from 25% to 75% for  L/D = 21 case. This factor was decreased to about four with a shorter mixing length of L/D 

= 14. A multiple regression analysis, similar to that used earlier with lean flame blow‐off,  was done for the CO data concentration presented in Figure 6, showing a strong negative  correlation between measured CO from one side and the mixing length ratio and  ammonia fraction from the other side. The resultant fitting correlation factors were a = −1.5  and b =  −1.5, with a correlation coefficient R2 of 0.81, indicating a similar negative  sensitivity of the CO emission with L/D and ammonia fraction. This increase in the mixing  length ratio is usually tied to a better homogeneous mixture. At the same time, a higher  ammonia fraction means replacing a carbon fuel, which both tend to reduce CO emissions. 

 

Figure 6. CO emission for ϕ = 1.1 as function of ammonia fractions at different mixing length ratios. 

Figure 7 illustrates the NOx concentration as a function of 𝜙 for different mixing  length ratios at fixed ammonia fractions. The reference methane‐air mixture produced the  lowest NOx concentration over all tested equivalence ratios (i.e., maximum value of ~20  ppm at ϕ = 1.0). This low value indicates an excellent NOx performance of the current  burner. In the present study, the largest reported NOx concentration was 2900 ppm at ϕ 

= 0.85, L/D = 14, and ammonia fraction of 25%. These specific conditions could be favorable  for NOx generation as shorter mixing length (leading to higher temperature as a result of  existing pocket of rich fuel/air ratio) and enough ammonia coexisted. Higher reaction  temperature enhanced the thermal NOx pathway, while having NH3 in the mixture  promoted NOx generation from the fuel pathway. For most of ammonia fractions and  mixing length ratios, the highest NOx emission occurred between ϕ = 0.8 and 0.95. The  NOx concentration was relatively low (in most cases lower than 1500 ppm) at leaner  conditions (e.g., ϕ < 0.8) and lower than 1000 ppm for richer conditions, e.g., ϕ  ≥ 1.1. 

Similar trends/observations were noticed by [34]. Generally, increasing the mixing length  ratio and using higher ammonia fuel fraction led to substantial reduction in NOx  formation. 

  Figure 7. Measured NOx concentrations at different equivalence ratios for different mixing length  ratios at a fixed ammonia fraction, e.g., (a) 25, (b) 50 and (c) 75%. The reference case in (a) is for a  neat methane‐air mixture at L/D = 32. 

Figure 7.Measured NOx concentrations at different equivalence ratios for different mixing length ratios at a fixed ammonia fraction, e.g., (a) 25, (b) 50 and (c) 75%. The reference case in (a) is for a neat methane-air mixture atL/D= 32.

To further explain the influence of mixing length and ammonia fraction on NOx, Figure8shows the measured NOx concentration at a fixedφ= 0.9 as a function of ammonia fraction and for different mixing length ratios. It is interesting to note the trend of NOx concentration for the case ofL/D= 32. The NOx level started very low at ~20 ppm when pure methane was used, then it substantially increased, reaching a maximum level of

~1780 ppm atXNH3= 50%, before it dropped to ~880 ppm at the higher ammonia fraction (i.e., XNH3 = 75%). Figure8also shows that decreasing the mixing length ratio from L/D= 32 to 14 increased NOx concentration significantly by a factor of ~2 and 1.5 for ammonia volume fractions of 25% and 50%, respectively. This factor was reduced to ~1.2 at an ammonia volume fraction of 75%. Figure8shows that for a fixed mixing length ratio, the NOx concentration was very similar for ammonia volume fractions of 25% and 50%, decreasing dramatically when ammonia volume fraction dominated the mixture, e.g., at 75%. This behavior has been explained in the literature [5,31,39] and is attributed to the role of OH radicals in the NOx chemical pathways of ammonia-methane-air flames. The presence of large OH radical concentrations promote the oxidation of NH2and NH radicals leading to NOx production [9,42]. The production of OH radicals is less in higher ammonia fraction flames (e.g., at 75%) than in smaller ammonia volume fraction (e.g., 25% and 50%), yielding lower NOx concentrations.

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To further explain the influence of mixing length and ammonia fraction on NOx,  Figure shows the measured NOx concentration at fixed ϕ 0.9 as function of  ammonia fraction and for different mixing length ratios. It is interesting to note the trend  of NOx concentration for the case of L/= 32. The NOx level started very low at ~20 ppm  when pure methane was used, then it substantially increased, reaching a maximum level  of ~1780 ppm at XNH3 = 50%, before it dropped to ~880 ppm at the higher ammonia fraction  (i.e., XNH3 = 75%). Figure 8 also shows that decreasing the mixing length ratio from L/D =  32 to 14 increased NOx concentration significantly by a factor of ~2 and 1.5 for ammonia  volume fractions of 25% and 50%, respectively. This factor was reduced to ~1.2 at an  ammonia volume fraction of 75%. Figure 8 shows that for a fixed mixing length ratio, the  NOx concentration was very similar for ammonia volume fractions of 25% and 50%,  decreasing dramatically when ammonia volume fraction dominated the mixture, e.g., at  75%. This behavior has been explained in the literature [5,31,39] and is attributed to the  role of OH radicals in the NOx chemical pathways of ammonia‐methane‐air flames. The  presence of large OH radical concentrations promote the oxidation of NH2 and NH  radicals leading to NOx production [9,42]. The production of OH radicals is less in higher  ammonia fraction flames (e.g., at 75%) than in smaller ammonia volume fraction (e.g., 25% 

and 50%), yielding lower NOx concentrations. 

 

Figure 8. Measured NOx emission for ϕ = 0.9 as function of ammonia fractions at different mixing  length ratios. 

4. Conclusions 

The current study investigated the coupled influence of mixing length and methane‐

ammonia blend composition on flame stability, morphology, and exhaust emissions (CO  and NOx). The mixing length was altered by utilizing three different ports with various  horizontal locations upstream of the combustion chamber to inject ammonia while  maintaining a fixed injection location of the reference methane‐air mixture. The ammonia  volume fraction in the fuel blend and the global equivalence ratio were varied. The main  findings of the current study are summarized below: 

The lean blow‐off limit for the current tested conditions was highly influenced by the  ammonia fuel fraction and to a lesser extent by the mixing length. A maximum lean  blow‐off enhancement of ~4% was noticed when the mixing length ratio increased  from L/D = 14 to 32 for the 75% ammonia fraction, while a maximum flame stability  reduction of ~17% was observed when the ammonia volume fraction increased from  25% to 75% in the shorter mixing length case (i.e., L/D = 14). 

Averaged flame images showed that increasing ammonia fuel fraction, for a constant  equivalence ratio, led to a larger and brighter flame. The flame size shrank when the  mixing length ratio was reduced for a fixed ammonia fraction and equivalence ratio,  and also became more compact near the swirler outlet. 

Increasing the mixing ratio and/or ammonia volume fraction decreased the CO  concentration due to the relatively complete combustion of more homogeneous 

Figure 8.Measured NOx emission forφ= 0.9 as function of ammonia fractions at different mixing length ratios.

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Energies2023,16, 2955 10 of 12

4. Conclusions

The current study investigated the coupled influence of mixing length and methane- ammonia blend composition on flame stability, morphology, and exhaust emissions (CO and NOx). The mixing length was altered by utilizing three different ports with vari- ous horizontal locations upstream of the combustion chamber to inject ammonia while maintaining a fixed injection location of the reference methane-air mixture. The ammonia volume fraction in the fuel blend and the global equivalence ratio were varied. The main findings of the current study are summarized below:

• The lean blow-off limit for the current tested conditions was highly influenced by the ammonia fuel fraction and to a lesser extent by the mixing length. A maximum lean blow-off enhancement of ~4% was noticed when the mixing length ratio increased fromL/D= 14 to 32 for the 75% ammonia fraction, while a maximum flame stability reduction of ~17% was observed when the ammonia volume fraction increased from 25% to 75% in the shorter mixing length case (i.e.,L/D= 14).

• Averaged flame images showed that increasing ammonia fuel fraction, for a constant equivalence ratio, led to a larger and brighter flame. The flame size shrank when the mixing length ratio was reduced for a fixed ammonia fraction and equivalence ratio, and also became more compact near the swirler outlet.

• Increasing the mixing ratio and/or ammonia volume fraction decreased the CO con- centration due to the relatively complete combustion of a more homogeneous mixture and/or the presence of less carbon caused by the increasing amount of carbon-free (ammonia) fuel, respectively.

• Regardless of the equivalence ratio, the NOx concentration was negatively influenced by the mixing length ratio and the ammonia fraction. Generally, for a fixed equivalence ratio andL/D= 32, the NOx concentration increased from ~20 ppm to 1780 ppm when the ammonia fraction was increased from 0 (pure methane) toXNH3= 50%, before it dropped again to ~880 ppm atXNH3= 75%.

• Delaying the injection (down to L/D = 14, which is the lower mixing limit used in current study) of the less reactive carbon-free fuel (ammonia), showed negative impacts on flame performance and emissions, leading to flame extinguishing at a larger equivalence ratio and increased CO and NOx emissions.

The results observed from the current study highlight the importance of adequately mixing the carbon-free fuel (ammonia) with the methane-air mixture upstream of the combustion chamber. The results also show superior emission performance for the high ammonia volume fraction blend (e.g.,XNH3= 75%) compared to lower fractions, e.g., 25%

and 50%, indicating that a higher ammonia fraction should be considered if ammonia is utilized.

Author Contributions:Conceptualization, M.A. and R.A.A.; Methodology, M.A. and R.A.A.; Soft- ware, M.A.; Formal analysis, M.A. and R.A.A.; Investigation, M.A. and R.A.A.; Resources, R.A.A. and T.F.G.; Data curation, M.A.; Writing—original draft preparation, M.A. and R.A.A.; Writing—review and editing, M.A., R.A.A. and T.F.G.; Visualization, M.A. and R.A.A.; Supervision, R.A.A. and T.F.G.

All authors have read and agreed to the published version of the manuscript.

Funding:This research received no external funding.

Data Availability Statement: The data presented in this study are available on request from the corresponding author.

Conflicts of Interest:The authors declare no conflict of interest.

References

1. Capuano, L.US Energy Information Administration’s International Energy Outlook 2020 (Ieo2020); US Department of Energy:

Washington DC, USA, 2020; Volume 7.

2. Salam, M.A.; Khan, S.A. Transition towards Sustainable Energy Production—A Review of the Progress for Solar Energy in Saudi Arabia.Energy Explor. Exploit.2018,36, 3–27. [CrossRef]

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