Nomenclature: B: Blend; C: Celsius; CA: Crank angle; CFD: Computational fluid dynamics; CO2: Carbon dioxide; CO: Carbon monoxide; CR: Compression ratio; e: Rate of dissipation of turbulent kinetic energy; HC: Hydrocarbon emissions; K: Kelvin; k: turbulent kinetic energy; NO: Nitric oxide; NOx: Emissions of nitrogen oxides; P: Pressure; Pa: Pascal; PISO: Pressure-velocity calculation procedure for the Navier-Stokes equations; PM: Particulate matter; RANS: Reynolds averaged Navier Stokes; RNG: Renormalization group; TAB breakup: Taylor analogy breakup; T: Temperature
1.
Introduction
Energy is an essential factor in the persistence of human life on Earth. Countries' energy consumption influences aspects such as expanding populations, resources for energy, environmental circumstances, political changes, growth rate, and implemented economic strategies [1]. Energy is employed in numerous fields, such as manufacturing, the production of food, the agricultural sector, and transportation. Rising consumption of energy and environmental problems, especially the effect of global warming, need the adoption of substitutes for fossil fuels [2]. Diesel engines are extensively implemented in many different applications, including manufacturing, agriculture, construction, and transportation, due to their enhanced fuel economy, robustness, dependability, and distinct power production [3]. Nonetheless, diesel engines are well-recognized to be the primary sources of emissions of nitrogen oxides (NOx) and particulate matter (PM) [4]. Because of decreased oil reserves, growing environmental consciousness, and tight emission restrictions, scientists are looking for clean, alternative, renewable energy sources to improve the efficiency of internal combustion engines and reduce emissions [5].
Biodiesel is regarded as one of the best substitutes for diesel fuel because of its renewable nature, low emissions, excellent combustion efficiency, biodegradability, and enhanced lubrication [6]. Biodiesel may be produced from natural resources such as fats from animals and plants. Biodiesel is an ecologically friendly fuel that is non-toxic and biodegradable in the natural environment [7]. On the other side, biodiesel fuel has cleaner combustion, a higher flash point, improved engine performance, and no sulfur concentration compared to diesel fuel [8,9]. Studies on biodiesel fuels have recently increased, and scientists think that biodiesel produced from a range of materials could be employed as a suitable alternative for traditional diesel fuel [10]. The utilization of biodiesel at various rates of diesel fuel in diesel engines involves different impacts on engine efficiency and emission levels based on the conditions of operation, engine structure, and biodiesel fuel properties [11]. Overall, biodiesel fuels have a lower thermal value than diesel fuel, although biodiesel fuels have a higher density. Several studies indicate that utilizing biodiesel derived from different feedstocks can improve emission attributes while reducing performance slightly [12].
Numerous investigations have been accomplished to enhance diesel engine efficiency and eliminate emissions in a variety of ways, such as employing biodiesel as a substitute to diesel fuel, mixing diesel fuel with various ratios of biodiesel, changing engine compression percentages, improving the chamber of the engine's combustion, and adding nano components [13]. The compression ratio is one of the most important factors for an engine. The compression ratio of a diesel engine has an important effect on its efficiency and overall performance, and it plays a crucial role in determining its efficiency, power output, fuel economy, emissions, and overall performance [14]. Various studies have been carried out to examine the impact of compression percentages on blends of biodiesel and diesel. Renish et al. [14] checked the impact of a diesel engine under various compression proportions operating with a sea mango biodiesel-diesel blend (B20). According to the results, at CR 18:1, the levels of smoke, hydrocarbons, and carbon monoxide emissions under B20 were 26.78%, 23.44%, and 37.76%, respectively, which is lesser than those of diesel. Nonetheless, the results discovered that the blend (B20) emitted more NO at every compression ratio. In addition, the effects of combustion gas recirculation rates and compression proportions of 18:1, 20:1, and 22:1 on diesel engines that were powered by a B20 blend consisting of mango seed methyl ester and diesel were investigated by Ahamed et al. [15]. The results explained that at a compression proportion of 22:1, the thermal efficiency of the brakes increased by 7.4%, while emission levels of hydrocarbons, smoke, and carbon monoxide decreased by 40%, 7.1%, and 33.3%, correspondingly. In addition, the NOx emissions climbed considerably. Datta et al. [16] studied the influence of employing a mixture consisting of biodiesel derived from palm oil with diesel as fuel under various compression proportions on efficiency of combustion and pollutants of the diesel engine. The results showed that a decline in compression proportion raises emissions ratios of smoke, hydrocarbons, and carbon monoxide but reduces emissions ratios of NOx and CO2. Furthermore, the influence of different compression ratios inside the diesel engine that used a mixture consisting of 80% diesel fuel and 20% biodiesel made from palm oil was studied by Rosha et al. [17]. The outcomes demonstrated that increasing the engine compression ratio from 16:1 to 18:1 raised the maximum pressure inside the cylinder and the efficiency of the brake thermal, while lowering the duration of ignition delay. Moreover, as the engine's compression proportion raised from 16:1 to 18:1, emissions levels of smoke, hydrocarbons, and carbon monoxide decreased, but emissions ratios of nitrogen oxides raised. Sivaramakrishnan et al. [18] examined the properties of a diesel engine operated with mixtures of biodiesel created from karanja oil and diesel fuel under various compression ratios. The outcome showed that CO and HC emissions dropped as the blend ratio increased. Dugala et al. [19] studied the characteristics of a dual biodiesel blend of mahua and jatropha in equal proportions with diesel under various compression percentages. The results demonstrated that the highest temperature and pressure of the mixture inside the combustion chamber were 11.1–69.8 C and 0.15–0.36 bar, respectively. Moreover, the results stated that emission levels of HC and CO were decreased by 33–62%. Mahmood et al. [20] examined the impact of altering the compression proportion on the efficiency and emission properties of a diesel engine fueled by a blend of biodiesel derived from corn oil and standard diesel fuel. The results indicated that when the compression percentage and ratio of the biodiesel mixture increased, emission levels of carbon monoxide, hydrocarbons, and smoke opacity dropped. However, the emissions of carbon dioxide and nitrogen oxides raised.
Various investigations have been conducted to improve the economy of fuel and reduce pollution during the transformation of a diesel engine to run on a biodiesel-diesel blend. Several studies have looked at the influence of compression proportions on a biodiesel-diesel blend, but only a few studies have focused on pure biodiesel types derived from apricot oil, papaya oil, sunflower oil, and tomato seed oil. As a result, essential research on the optimization of the compression ratio, combustion characteristics, and pollution for a diesel engine operating with biodiesel derived from apricot oil, papaya oil, sunflower oil, and tomato seed oil is still limited. In general, the engine's efficiency and emissions depend on the temperature and pressure inside the engine, which are directly related to the air-fuel ratio, compression ratio, injection time, ignition time, and the carbon, oxygen, and hydrogen content in the fuel. The carbon, oxygen, and hydrogen content of each type of biodiesel differs from the others depending on the source from which it is derived. The goal of the current study is to investigate numerically the influence of varying compression percentages (15.5, 16.5, 17.5, and 18.5) on the emissions percentages and the characteristics of combustion in a diesel engine with one cylinder using various types of biodiesel fuels derived from oil (apricot, papaya, sunflower, and tomato seed) as a replacement for diesel fuel. The combustion chamber model was numerically examined employing the FLUENT program.
2.
Computational modeling
A computational fluid dynamics (CFD) simulation was conducted on diesel engines employing different biodiesel fuels to analyze combustion properties at varying compression ratios. The ANSYS Workbench 2016 program was utilized for creating the geometry of the combustion chamber and grid generation [21]. This investigation involved a running diesel engine with a single-cylinder, a hemispherical bowl-shaped piston, a direct injection, and a four-stroke cycle using biodiesel fuel at 1500 rpm. Apricot oil, papaya oil, sunflower oil, and tomato seed oil were used to produce biodiesel fuels. Tables 1 and 2 present the specifications of the diesel engine and the characteristics of the biodiesel fuel. The FLUENT program version 16 was employed to model the combustion within an engine by addressing the governing equations linked to combustion and analyzing the outcomes. The Reynolds averaged Navier Stokes equations (RANS) are the fundamental equations of computational fluid dynamics (CFD). In addition, the three dimensions pressure-based implicit unsteady solver was employed to resolve the primary governing equations, which included momentum, mass, energy, and species. ANSYS FLUENT relies on the pressure adjustment methodology and implements the PISO approach. At the same time, the influence of turbulence on the flow was simulated using the RNG k-e model [22]. During the fuel spraying process, both the collision and TAB breakup models were employed [23]. To resolve the equation of species, discrete phase injection was coupled with finite rate/eddy dissipation chemical reactions and the equation of species transport [24]. As seen in Figure 2, just a 30° sector of the combustion chamber's geometry was determined in order to minimize the computation required. The in-cylinder geometry was created using the ANSYS tool design modeler, which started with a closed intake valve and ended with an open exhaust valve. The exhaust port, the intake port, the exhaust valve, and the intake valve were all disregarded. In addition, the complete modeling procedures, including the stroke of compression, injection of fuel, procedures of combustion, and stroke power, were simulated. The simulation process began at a 320-degree crank angle (CA) and concluded at a 400-degree CA, including both compression and combustion phases. The utilized boundary conditions were as follows: the beginning pressure was 1.57 bar, and the starting temperature was 600 K. Furthermore, the Harden burg auto-ignition model was employed to calculate the complicated chemical kinetics [25,26]. The amount of fuel injected into the engine was 0.000614727 kg/s, 0.000610534 kg/s, 0.000616971 kg/s, and 0.000618828 kg/s for sunflower oil, tomato seed oil, papaya oil, and apricot oil, respectively. ANSYS Workbench software was used for modeling biodiesel combustion. The biodiesel reaction included global sequences of reactions defined by the following equations [27].
The emissions of NOx were calculated employing the method of an expanded Zeldovich [28].
2.1. The examination for mesh independence
The examination for mesh independence was conducted for the combustion chamber model using a compression ratio of 15.5 and biodiesel fuel produced from apricot oil. Four different mesh sizes were created, as depicted in Table 3 and Figure 4. To demonstrate the mesh independence test, a simulation was carried out for every mesh. Figure 5 displays the calculated maximum temperature within the combustion chamber. The findings reveal that there is no noticeable variation in temperature outcomes among the four mesh sizes. According to the mesh dependence test, mesh 3 was chosen for its precise results and its minimum calculation duration.
2.2. Validations of the models
A combustion chamber model containing a single cylinder was built and tested for validation. A simulated model of a 3D engine was contrasted with Rajeesh et al.'s experimental model [23]. Comparisons were conducted at a 16.5 compression ratio, a temperature of 300 K, the engine running at 1500 rpm, and employing a mixture of fuel consisting of 80% diesel fuel and 20% chicken fat biodiesel. The pressure inside the combustion chamber obtained by computational analysis was matched with the experimental findings of Rajeesh et al. [23]. Figure 6 illustrates the combustion chamber pressure validation findings. In general, numerical analysis findings and experimental findings of Rajeesh et al. appeared to be in reasonable agreement at the majority of the points.
3.
Results
The combustion properties are significantly affected by the fuel parameters as heat is generated by combustion, concentrations of oxygen, cetane number, and the modulus of bulk. Distinct changes in biodiesel fuel characteristics are anticipated to result in a noticeable variance in combustion characteristics. Four different biodiesel fuels generated from apricot oil, papaya oil, sunflower oil, and tomato seed oil were used to study the impact of compression percentages (15.5, 16.5, 17.5, and 18.5) on the efficiency of biodiesel combustion. ANSYS Workbench 16 was used to analysis the compression ratios' impact on the combustion properties of biodiesel fuel. Below are the simulation findings for the combustion properties of biodiesel fuels under different compression ratios.
3.1. Pressure
Figure 7 illustrates the correlation between the volume-average pressure estimated within the combustion engine and the degree of crank angle under various compression ratios and different biodiesel fuels. Figure 8 shows the peak volume-average pressure values in the cylinder at different compression ratios and different biodiesel fuels. As exhibited in Figures 7 and 8, under the same biodiesel fuel type, with a rising compression ratio, the engine peak pressure rose as proven by [31]. This is due to the fact that the peak cylinder pressure increased due to the alteration in the volume of the burning chamber related to the variable compression ratio. In addition, with biodiesel created from apricot oil, the peak pressure increased from 6.36 MPa to 6.8 MPa, 7.11 MPa, and 7.30 MPa with compression ratios of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel generated from papaya oil, the value of maximum pressure was enhanced from 6.36 MPa to 6.80 MPa, 7.11 MPa, and 7.30 MPa with compression ratios of 15.5, 16.5, 17.5, and 18.5, correspondingly. Furthermore, with biodiesel fuel created from sunflower oil, the highest pressure value increased from 6.36 MPa to 6.80 MPa, 7.11 MPa, and 7.30 MPa for the corresponding compression ratios of 15.5, 16.5, 17.5, and 18.5. Moreover, with biodiesel derived from tomato seed oil, the value of the highest pressure was enhanced from 6.36 MPa to 6.81 MPa, 7.11 MPa, and 7.30 MPa with ratios of compression of 15.5, 16.5, 17.5, and 18.5, correspondingly. Compared to the different biodiesel fuels under various compression ratios, the maximum cylinder pressure was 7.3 MPa obtained by biodiesel derived from apricot oil at an 18.5 ratio compression while the minimum cylinder pressure was 6.36 MPa obtained by biodiesel fuel generated from apricot oil at a 15.5 compression ratio.
3.2. Temperature
Figure 9 displays the correlation between the volume-average temperature estimated within the combustion engine and the degree of crank angle under various compression ratios and different biodiesel fuels. Figure 10 indicates the greatest values of volume-average temperature in the engine at different compression ratios and different biodiesel fuels. As shown in Figures 9 and 10, under the same biodiesel fuel type, as compression ratios increase, the maximum temperature within the combustion chamber rises across the stroke of expansion and combustion. In addition, with biodiesel created from apricot oil, the highest temperature increased from 978.98 K to 1002.17 K, 1007.32 K, and 1064.48 K with ratios of compression of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel generated from papaya oil, the value of maximum temperature was enhanced from 991.43 K to 997.164 K, 1001.88 K, and 1055.70 K with ratios of compression of 15.5, 16.5, 17.5, and 18.5, correspondingly. In addition, with biodiesel derived from sunflower oil, the peak temperature value was improved from 992.74 K to 1001.41 K, 1003.28 K, and 1047.62 K for the corresponding compression ratios of 15.5, 16.5, 17.5, and 18.5. Moreover, with biodiesel derived from tomato seed oil, the value of the highest temperature was enhanced from 964.07 K to 992.18 K, 994.69 K, and 1052.23 K for the compression percentages of 15.5, 16.5, 17.5, and 18.5, correspondingly. In regard to the different biodiesel fuels under various compression ratios, the maximum cylinder temperature was 1064.48 K obtained by biodiesel generated from apricot oil at an 18.5 compression ratio, while the minimum cylinder temperature was 964.069 K obtained by biodiesel created from tomato seed oil at a 15.5 compression ratio. Table 4 indicates the ignition start temperature within the combustion engine and the degree of crank angle under various compression ratios and different biodiesel fuels. There are different factors that affect the ignition delay and ignition start temperature: air-fuel ratio, cetane number, engine speed, combustion chamber design, injection time and period, injection amount and pressure, engine temperature, and compression ratio. In this study, the examination was done under slightly different circumstances with the change in compression ratios. As shown in Table 4, the ignition initiation temperature for different types of biodiesel under various compression ratios ranged between 789–832.4 K under a crank angle ranging between 365.25–370.8.
3.3. Carbon dioxide (CO2)
Figure 11 exhibits the correlation between the degree of crank angle and the volume-average CO2 emissions calculated within the engine under various compression ratios and different biodiesel fuels. Figure 12 represents the engine's highest value of volume-average CO2 emission at different compression ratios and different biodiesel fuels. Figure 13 displays the CO2 mass fraction formation domains on the plane inside the combustion chamber. CO2 emissions are influenced by the process of combustion in the chamber of combustion and the oxygen concentration in the fuel. A higher concentration of CO2 indicates that the fuel has undergone almost full combustion in the engine. Moreover, CO2 emission is also influenced by the temperature inside the combustion chamber. Furthermore, an improved combustion process results in increased CO2 emissions. As shown in Figures 11, 12, and 13, under the same biodiesel fuel type, as the compression ratio expands, the greatest CO2 mass fraction value inside the combustion chamber rises, as found by [18]. In addition, with biodiesel derived from apricot oil, the CO2 mass fraction value increased from 0.030103095 to 0.033584895, 0.03367682, and 0.038645156 for the compression percentages of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel generated from papaya oil, the value of maximum CO2 mass fraction increased from 0.029822665 to 0.032467801, 0.03503809, and 0.040167679 for 16.5, 17.5, 15.5, and 18.5 compression ratios, respectively. In addition, with biodiesel created from sunflower oil, the peak CO2 mass fraction value increased from 0.031532518 to 0.032430077, 0.035482766, and 0.038256764 for the compression percentages of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel from tomato seed oil, the value of the highest CO2 mass fraction raised from 0.028922474 to 0.03256772, 0.032825675, and 0.038400801 with ratios of compression of 15.5, 16.5, 17.5, and 18.5, correspondingly. Compared to the different biodiesel fuels under various compression ratios, the maximum CO2 mass fraction value was 0.040167679 obtained by biodiesel from papaya oil at a compression ratio of 18.5, while the minimum CO2 mass fraction value was 0.028922474 obtained by biodiesel from tomato seed oil at a compression ratio of 15.5.
3.4. Emission of carbon monoxide (CO)
Figure 14 presents the correlation between the volume-average CO emissions estimated within the engine and the degree of crank angle under various compression ratios and different biodiesel fuels. Figure 15 represents the engine's lowest value of volume-average CO emission at different compression ratios and different biodiesel fuels. Figure 16 displays the CO mass fraction formation domains on the plane inside the combustion chamber. CO emissions result from incomplete fuel combustion, influenced by factors such as the air-fuel percentage, oxygen deficiency, inadequate air entering to engine, mixture preparation, and insufficient combustion throughout the process of combustion. Moreover, engine characteristics such as fuel kind, ratio of equivalence, design of the cylinder, period and time of injection, speed of engine, and load influence CO emissions. As demonstrated in Figures 14, 15, and 16, under the same biodiesel fuel type, minimum CO emission values decreased with the increase of compression ratios, as found by [14]. Additionally, with biodiesel generated from apricot oil, the minimum levels of CO mass fraction in the combustion chamber declined from 2.32458E-10 to 2.08108E-10, 1.79319E-10, and 1.40973E-10 for compression ratios of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel created from papaya oil, the value of minimum CO mass fraction was enhanced from 2.21706E-10 to 1.97685E-10, 1.77581E-10, and 1.38693E-10 for the compression percentages of 15.5, 16.5, 17.5, and 18.5, correspondingly. In addition, with biodiesel derived from sunflower oil, the minimum CO mass fraction value was improved from 2.2138E-10 to 2.02897E-10, 1.8197E-10, and 1.42989E-10 with ratios of compression of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel derived from tomato seed oil, the value of the lowest CO mass fraction was enhanced from 2.18899E-10 to 2.12595E-10, 1.83351E-10, and 1.30127E-10 for the corresponding compression ratios of 15.5, 16.5, 17.5, and 18.5. As demonstrated in Figures 14 and 15, compared to the different biodiesel fuels under various compression ratios, the maximum value of the CO mass fraction at the engine outlet was 2.32458E-10 obtained by biodiesel generated from apricot oil at a compression ratio of 15.5, while the minimum value of the CO mass fraction at the engine outlet was 1.30127E-10 obtained by biodiesel created from tomato seed oil at a compression ratio of 18.5.
3.5. Emission of nitric oxide
Figure 17 displays the correlation between the calculated volume-average nitric oxide emissions inside the combustion chamber and the degree of crank angle under various compression ratios and different biodiesel fuels. Figure 18 demonstrates the peak volume-average nitric oxide emission (NO) from the engine at different compression ratios and different biodiesel fuels. Figure 19 displays the formation domains of NO mass fraction on the plane inside the combustion chamber. The amount of nitric oxide generated depends on the peak temperature inside the engine, retention duration, and oxygen content. Moreover, a lower combustion temperature reduces the NO percentage in the combustion chamber. As a result, a rise in nitric oxide emissions is significantly connected to engine temperature and oxygen concentrations. As demonstrated in Figures 7 and 8, for the same biodiesel fuel type, increasing compression ratios raises the peak NO mass fraction level inside the combustion chamber with a similar trend to [14,18]. In addition, with biodiesel from apricot oil, the NO mass fraction value increased from 0.000154334 to 0.000182226, 0.000187265, and 0.000244325 with ratios of compression of 15.5, 16.5, 17.5, and 18.5, correspondingly. Moreover, with biodiesel generated from papaya oil, the value of maximum NO mass fraction increased from 0.000149276 to 0.0001607, 0.000170888, and 0.000257524 for compression percentages of 15.5, 16.5, 17.5, and 18.5, correspondingly. In addition, with biodiesel derived from sunflower oil, the peak NO mass fraction value increased from 0.000142055 to 0.000149057, 0.000155162, and 0.000228919 for 16.5, 17.5, 15.5, and 18.5 compression ratios, respectively. Moreover, with biodiesel from tomato seed oil, the value of the highest NO mass fraction raised from 0.000122216 to 0.000156628, 0.000180591, and 0.000241274 for compression ratios of 15.5, 16.5, 17.5, and 18.5, respectively. In regard to the different biodiesel fuels under various compression ratios, the maximum NO mass fraction value was 0.000257524 obtained by biodiesel from papaya oil at an 18.5 compression ratio, while the minimum NO mass fraction value was 0.000122216 obtained by biodiesel from tomato seed oil at a 15.5 compression ratio.
4.
Conclusions
The current work presents the influence of varying compression ratios (15.5, 16.5, 17.5, and 18.5) on the emissions percentages and the characteristics of combustion in a diesel engine with one cylinder using various types of biodiesel fuels derived from oil (apricot, papaya, sunflower, and tomato seed) as a replacement to diesel fuel. The combustion chamber model was examined employing the FLUENT program. The study outcomes led to the following conclusions:
• Compression ratios increased under the same biodiesel fuel type. Moreover, compared to the different biodiesel fuels under various compression ratios, the maximum cylinder pressure was 7.3 MPa obtained by biodiesel from apricot oil at an 18.5 compression ratio and the maximum cylinder temperature was 1064.48 K obtained by biodiesel from apricot oil at an 18.5 compression ratio. On the other hand, the minimum cylinder pressure was 6.36 MPa obtained by biodiesel generated from apricot oil at a 15.5 compression ratio and the minimum temperature inside the engine was 964.069 K obtained by biodiesel created from tomato seed oil at a 15.5 compression ratio.
• According to numerical results, under the same biodiesel fuel type, with the increase of compression ratios, the highest CO2 and NO mass fraction values inside the combustion chamber were raised. Moreover, compared to the different biodiesel fuels under various compression ratios, the maximum NO mass fraction value was 0.000257524 obtained by biodiesel derived from papaya oil at an 18.5 compression ratio and the maximum CO2 mass fraction value was 0.040167679 obtained by biodiesel created from papaya oil at an 18.5 compression ratio. On the other hand, the minimum NO mass fraction value was 0.000122216 obtained by biodiesel from tomato seed oil at a 15.5 compression ratio and the minimum CO2 mass fraction value was 0.028922474 obtained by biodiesel from tomato seed oil at a 15.5 compression ratio.
• According to numerical findings, as compression ratios increase, the minimum CO emission values decrease under the same biodiesel fuel type. Moreover, compared to the different biodiesel fuels under varying ratios of compression, the highest level of the CO mass fraction at the engine outlet was 2.32458E-10 obtained by biodiesel generated from apricot oil at a compression ratio of 15.5, while the minimum value of the CO mass fraction at the engine outlet was 1.30127E-10 obtained by biodiesel created from tomato seed oil at a compression ratio of 18.5.
• This study explained that the apricot oil biodiesel engine had the highest combustion efficiency with high emissions at a compression ratio of 18:5. On the other hand, tomato seed oil biodiesel engines had low combustion performance and low emissions of NO and CO2 at a compression ratio of 15:5. In the current study, it can be concluded that apricot oil biodiesel may be a suitable alternative to diesel fuel operated at a CR of 18:1.
5.
Future work
In future work, we will study the effects of biodiesel injection time, ignition delay, and piston shape on combustion efficiency, as well as the effects of nano materials in addition to biodiesel fuel on combustion performance.
Use of AI tools declaration
The authors declare that no artificial intelligence tools were used in this manuscript.
Acknowledgments
The authors would like to thank the University of Baghdad for their support.
Conflict of interest
The authors state that there are no conflicts of interest related to the publication of this article.
Author contributions
Hussein A. Mahmood: Writing-preparation of the original draft. Hayder A. Alrazen: Checking and verifying the simulation. Ali O.Al-Sulttani and Osam H. Attia: Review the Original draft preparation.