Biodiesel Performance Improvement with the Addition of Al2O3 Nanoparticles on Diesel Engine

Biodiesel Performance Improvement with the Addition of Al2O3 Nanoparticles on Diesel Engine

Muh. Abdillah Novriany Amaliyah* Andi Erwin Eka Putra Surahman

Mechanical Engineering Department, Hasanuddin University, Bontomarannu, Gowa 92171, Indonesia

Corresponding Author Email: 
novriany@unhas.ac.id
Page: 
423-430
|
DOI: 
https://doi.org/10.18280/ijht.410217
Received: 
16 February 2023
|
Revised: 
26 March 2023
|
Accepted: 
5 April 2023
|
Available online: 
30 April 2023
| Citation

© 2023 IIETA. This article is published by IIETA and is licensed under the CC BY 4.0 license (http://creativecommons.org/licenses/by/4.0/).

OPEN ACCESS

Abstract: 

Biodiesel is used as an alternative fuel that is renewable and environmentally friendly. Biodiesel has several disadvantages compared to diesel: energy with lower heating value, volatility, and viscosity. One of the efforts to reduce the weaknesses of biodiesel is using additives. This study aims to determine the performance of diesel engines from the addition of nanoparticles to biodiesel. This study uses several test samples, including B30, B30+Al2O3 30ppm, B30+Al2O3 50ppm, B30+Al2O3 70ppm, and B30+Al2O3 90ppm. Each sample was tested on a diesel engine. The results showed that the fuel mixture with Al2O3 nanoparticles increased Cylinder Pressure by 13%, Net Heat Release by 41%, and Brake Thermal Efficiency by 76% at a 3kg load. The Smoke Opacity and Specific Fuel Consumption obtained are better than B30.

Keywords: 

nanoparticle, biodiesel, engine performance, and emissions, B30

1. Introduction

Global energy demand continues to increase in line with population growth and economic growth. In 2040, the energy demand in non-The Organization for Economic Cooperation and Development countries will reach 64% of 739 quadrillion Btu [1, 2]. As in Indonesia, the national energy demand is expected to grow by an average of 3.5%. The demand for each type is dominated by fuel oil, which increases by an average of 2.8% yearly. This is because fuel-fired technology equipment is still more cost-effective than equipment that uses other energy, especially in the transportation, industrial, commercial, and power generation sectors [3].

In the transportation sector, the number of motorized vehicles in Indonesia is increasing yearly. Data from the Central Statistics Agency in 2021 shows the number of motorized vehicles in Indonesia is 143,797,227 units when compared to 2020, of 136,137,451 units [4]. This can lead to greenhouse gas (GHG) emissions. In 2020, the actual GHG emission level was 1,050.4 million Ton CO2e [5]. The impact of greenhouse gases is an important concern in the world. An effort to reduce vehicle emissions is using biofuels as an environmentally friendly alternative fuel, such as biogas [6], bioethanol [7], and biodiesel [8]. Biodiesel has advantages that are good for the environment, such as the level of CO2 exhaust emissions produced is less than 72% of diesel, non-toxic, renewable, free of Sulphur content and environmentally friendly [9]. Biodiesel has been used in many countries as a mixture of diesel. Since 2020, Indonesia until now they have been using biodiesel called B30 (30% biodiesel blends on diesel) following presidential regulations No. 22/2017 [10, 11].

Utilizing biodiesel in vehicles also has advantages including, increased combustion efficiency, and reduced carbon monoxide (CO) emissions [12]. Biodiesel does not contain Sulphur or aromatic compounds that help increase diesel engine exhaust emissions [13], and increase the cetane number, thereby shortening the ignition delay time [14]. Biodiesel fuel blends, or even biodiesel, can be used in diesel engines with minor modifications [15], and biodiesel can improve lubricity, thereby extending the life of engine components [16]. However, biodiesel has several disadvantages compared to diesel: energy with lower heating value, lower volatility, and higher viscosity [17]. Low volatility and high viscosity can cause super-knocking [18].

Research on the performance and emission testing of biodiesel B30 has previously been conducted. This study compared several types of diesel fuel, including biodiesel B30 and diesel. The results of this study indicate that CO2 emissions from biodiesel B30 are lower than diesel fuel. This is due to the low Sulphur content of B30. However, the power and torque seem to be lower than diesel fuel [19]. This is due to the high viscosity of biodiesel which causes poor fuel atomization [20]. Other studies explain that the high viscosity of B30 increases the ignition delay compared to diesel fuel [21].

One of the efforts to reduce the weaknesses of biodiesel is using additives to overcome the high viscosity. A previous study used additive Potassium Hydroxide (KOH) which is mixed into biodiesel. In this study, parsley oil was used with a viscosity value of 14.9 mm2/s, after using the KOH additive it showed a decrease in the viscosity value to 4.77 mm2/s. This value meets the ASTM D6751 standard [22]. The decrease in the value of viscosity is also carried out by using Ni/Zeolite additives [23]. With a decrease in the viscosity value, the volatility value will be high [24]. The use of CuO2 nanoparticle additives can increase the calorific value up to 6% compared to without using CuO2 nanoparticle additives mixed with B20 biodiesel [25]. Using the same basic additive, nanoparticles with the Al2O3 type were reported to increase cylinder pressure and heat release rate by 6% and 13%, respectively, compared to B20 without Al2O3 additives. In addition, specific fuel consumption decreased by 7.3%, thermal efficiency increased by 4.7%, compared to B20 without additives, and calorific value increased by 6% for the highest concentration compared to without additives [26]. This is due to the high oxygen content found in the biodiesel fuel mixture and nanoparticles, where oxygen supports a better combustion process [27]. There are several types of nanoparticles, Al2O3 is the best type compared to other types because of the smallest drop late size and better reduction in fuel consumption [28].

From several previous types of research, it can be concluded that the addition of nanoparticle additives can improve the characteristics of biodiesel. However there has been little discussion about several parameters of engine performance, combustion characteristics, and exhaust emission opacity especially using B30. In this research, the addition of nanoparticle Al2O3 to the B30 fuel is used to test engine performance, combustion characteristics, and emission. This study aimed to investigate combustion characteristics such as net heat release and cylinder pressure. Engine performance such as brake thermal efficiency and specific fuel consumption. Emission opacity was examined.

2. Materials and Methods

This study uses several test samples including biodiesel fuel B30, B30+Al2O3 30ppm, B30+Al2O3 50ppm, B30+Al2O3 70ppm, and B30+Al2O3 90ppm. Each sample was tested on a diesel engine. GC-MS (Gas chromatography and Mass Spectroscopy) and FTIR (Fourier-transform infrared spectroscopy analyzes) were also carried out to determine the content of compounds in fuel samples.

2.1 Experimental setup

A diesel engine with a rated power of 3.5kW was used in this study, with the engine specifications presented in Table 1. Several sensors in the engine are used to collect data automatically using a computer using the IC-Engine application to obtain engine performance data and combustion performance. The engine load used is 3, 5, 7, and 9kg with a compression pressure of 16:1. For emission opacity data retrieval, an OPA-100 device is used, which is connected to a computer. The data was taken three times per sample to reduce errors in data collection. The experimental scheme is demonstrated in Figure 1.

Figure 1. Experiment setup

Table 1. Engine setup

Parameters

Specification

Number of Cylinders

1

Number of Strokes

4

Fuel

Diesel

Rated Power

3.5 kW

@1500rpm

Cylinder Diameter

87.5 mm

Stroke Length

110 mm

Connecting rod length

234 mm

Compression ratio very

12 to 18 :1

Orifice diameter

20 mm

3. Results and Discussions

This study presents the effect of B30 mixed with Al2O3 nanoparticles, and then tests for engine performance, combustion performance, and smoke opacity. GC-MS and FTIR tests are also presented to determine the content of compounds in fuel samples. Table 3 describes the characteristics of the fuel samples. At the mixed viscosity values, all variations of B30+Al2O3 increased compared to B30. The viscosity value complies with ASTM D6751.

Table 3. Characteristics of fuel sample

Sample

Properties

Caloric Value

(kJ/kg)

Kinematic Viscosity (cSt)

Density at 40℃ (g/ml)

Flash Point (℃)

B30

34408

9.02

0.866

115

B30+Al2O3 30ppm

35378

4.20

0.915

120

B30+Al2O3 50ppm

34268

4.44

0.911

120

B30+Al2O3 70ppm

35212

5.0

0.916

120

B30+Al2O3 90ppm

34922

4.37

0.916

118

3.1 FTIR and GC-MS

3.1.1 B30

Based on its functional groups, the chemical composition of B30 was analyzed using FT-IR, as shown in Figure 3. It was detected at a frequency of 3464.15 1/cm, the N-H stretching area and N-bonding were between 1598.99-1531.48 1/cm in the Amides area. The frequency of 2924.09-2854.65 1/cm in the Alkanes and Alkyls area has C-H stretching, and the frequency is 1460.11-1375.25 1/cm and 721.38 1/cm in the same area, but the type of C-H bonding, C=O stretching at a frequency of 1745.58 1/cm in the area of ketones and Esters, frequency 1168.86 1/cm in the area of alcohol C-O stretching, C-I stretching frequency of 351.04 1/cm in the area of Alkyl Halides.

The content of the types of chemical compounds from B30 fuel can be observed in Figure 4. There are compounds 9-Octadecenoic acid 6.67%, Docosane 10.26%, Dodecane 2.57%, Eicosane 3.18%, Heptadecane 3.29%, Hexadecane 3.83%, Hexadecanoic acid 17.42%, Naphthalene 2.18%, Nonadecane 3.05%, Octadecane 2.67%, Octadecanoic acid 4.54%, Pentacosane 1.9%, Pentadecane 9.36%, Tetradecane 3.36%, Tetradecanoic acid 1.74%, Tridecane 4.45%, 9,12-Octadecadienoic acid 3.90%, 10-Octadenoic acid 15.63%. and several other compounds whose percentage is less than 1%.

3.1.2 B30+Al2O3 nanoparticle

The chemical composition of B30+Al2O3 nanoparticles based on their functional groups was analyzed using FT-IR as shown in Figure 5. It was detected at a frequency of 3464.15 1/cm, which is the N-H stretching area of Amides, the frequency is 1602.85-1539.20 N-H bonding area of Amides, the frequency is 2924.09-2854.65 1/cm which is C-H stretching the Alkanes and Alkyl areas. 1460.11-1375.25 1/cm is the C-H bonding area of Alkanes and Alkyl, the frequency of 1745.58 1/cm is the C=O stretching area of Ketones and esters, the frequency of 1168.86 1/cm is the C-O stretching area of Alcohol, and the frequency of 356.83 1/cm is the C-I stretching area Alkyl Halides.

The content of types of chemical compounds from B30+Al2O3 nanoparticle fuel can be observed in Figure 6 namely, there are compounds 13-Octadecenoic acid 16.82%, Docosne 2.86%, 9,12-Octadecadienoic acid 2.95%, Benzene 1.98%, Biphenyl 1.12%, Docosane 2. 85%, Dodecane 3.41%, Eicosane 1.99%, Heneicosane 1.33% Hexadecane 5.48%, Hexadecanoic acid 14.01%, Naphthalene 16.58%, Nonadecane 1.96%, Octadecane 1.85%, Octadecanoic acid 3.31%, Pentacosane 1.15%, Pentadecane 4.90%, Tetracosane 1.31%, Tetradecane 2.59%, Tetradecanoic acid 1.18% and some Undecanoic acid 4.7% 1.18%, some 4%, Undecane 1.18%, other compounds whose percentage is less than 1%.

From the FT-IR and GC-MS tests, it can be seen that the compound that affects fuel quality is Hexadecane (C16H34) which is closely related to determining the quality of diesel fuel [29]. The Hexadecane compound has a higher percentage of fuel mixed with nanoparticles, up to 5.48%, compared to B30, which is around 3.83%.

Figure 3. FTIR biodiesel B30

Figure 4. GC-MS Biodiesel B30

Figure 5. FTIR B30+Al2O3 Nanoparticle

Figure 6. GC-MS B30+Al2O3 nanoparticle

3.2 Specific fuel consumption

Specific Fuel Consumption (SFC) is an important parameter that reflects how good the engine's performance is [30]. Figure 7 describes the SFC of the engine load. At a load of 3kg, the value of B30+Al2O3 30ppm was 43% lower than B30 which has an SFC value of 0.71kg/kWh. However, at load 5, B30+Al2O3 70ppm fuel has the lowest SFC value of about 25% compared to B30. At a load of 7kg, the fuel B30 value has the highest SFC value compared to all B30+nanoparticle fuel mixtures, with about 25% B30 SFC value higher than B30+Al2O3 70ppm fuel. At a load of 9kg, the SFC value of B30+Al2O3 90ppm fuel is the lowest at 0.23 kg/kWh, when compared to B30, about 41% lower. Judging from all the load variations, the SFC value of pure B30 fuel is always higher than that of the B30+nanoparticle fuel mixture. This is because the mixture of fuel with nanoparticles has a low viscosity value to prevent poor atomization. Poor atomization causes the fuel spray to be difficult to burn because of the large droplet size of the fuel [31]. Air-fuel mixing and combustion are increased due to the presence of nanoparticles. Nano-sized particles have reactive surfaces that contribute to their reactivity as potential catalysts. The presence of nanoparticles in the biodiesel blend increases the surface area-to-volume ratio, resulting in better catalysis and better combustion, thereby reducing fuel consumption [32-34].

Figure 7. Specific fuel consumption at different engine loads

3.3 Net heat release

Net Heat Release (NHR) is very influential on the combustion process, a high NHR value will speed up fuel combustion time thereby reducing fuel consumption [35]. Figure 8 shows the NHR to Crank Angel at a 5kg load. The NHR value of B30 fuel is 21.02 J/deg, lower than that of the B30+nanoparticle fuel mixture. The peak value of NHR B30+Al2O3 30ppm is 34.54 J/deg, B30+Al2O3 50ppm is 35.31J/deg, B30+Al2O3 70ppm is 36.21J/deg, and B30+Al2O3 90ppm is 30.7J/deg. NHR increased by 41% from the value of NHR B30. This is probably due to better fuel atomization, improved fuel-air mixing, and the high surface area to volume ratio of the nanoparticle reaction with air. It should be noted that metal oxides can be used as fuel additives because of their thermal conductivity. The good thermal conductivity properties of nanoparticles make heat transfer faster in fuel droplets so that the fuel burns quickly. Smaller particle size is more effective in increasing the thermal conductivity of nanoparticles because the surface area to volume ratio of the particles increases as the particle size decreases [36-38].

Figure 8. Net heat release at crank angle

3.4 Cylinder pressure

The autoignition process depends on the pressure and heat in the cylinder, the higher the cylinder pressure the faster the fuel burns [39]. Figure 9 describes cylinder pressure to crank angle at 5kg engine load. the peak value of the cylinder pressure on the B30 fuel reached 43.27bar, compared to the higher B30+nanoparticle mixture. Cylinder pressure for B30+Al2O3 30ppm is 49.7bar, B30+Al2O3 50ppm is 43.77bar, B30+Al2O3 70ppm is 47.63bar and B30+Al2O3 90ppm is 50.08bar. The mixture of fuel with Al2O3 nanoparticles increased Cylinder Pressure by 13%. This is because the thermal conductivity of nanoparticles increases the rate of evaporation of fuel droplets, more fuel oxygen supply, higher surface-volume ratio, and low viscosity value make fuel with a mixture of nanoparticles burn quickly [40].

Figure 9. Cylinder pressure at crank angle

3.5 Brake thermal efficiency

Brake Thermal Efficiency (BTHE) is the ratio of energy in the brake power, to the input fuel energy in appropriate units [30]. The BTHE value for each load on a mixture of B30 concentration with nanoparticles is shown in Figure 10. At a load of 3kg the value of pure BTHE B30 reaches 14.54%, this value is lower than B30+Al2O3 30ppm which has the highest BTHE value of 25.06%. The engine load of 5kg has a BTHE B30+Al2O3 70ppm which is higher than all B30+nanoparticle fuel mixtures and the BTHE B30 value which only reaches 19.86 %. At a load of 7kg the lowest BTHE B30 value is 23.11% compared to the B30+nanoparticle fuel mixture. While at 9kg engine load, the highest BTHE value is B30+Al2O3 90ppm. From all engine load variations, it can be seen that the B30+nanoparticle fuel mixture has a higher BTHE value than B30. This is because the nanoparticle increases the cylinder pressure and fuel efficiency. The addition of nanoparticles aids the dispersion of fuel droplets and the dispersion of the injected fuel. Nano-sized particles have reactive surfaces that contribute to their reactivity as potential catalysts. Air-fuel mixing and combustion are improved due to the presence of nanoparticles. The addition of nanoparticles improves the dispersion of the fuel droplets and the dispersion of the injected fuel. adding smaller droplet nanoparticles, lower fuel viscosity, and higher effective fuel surface [41].

Figure 10. Brake thermal efficiency at different engine loads

3.6 Smoke opacity

Figure 11 explains the Smoke Opacity to Load variations. Smoke opacity increases with increasing engine load. It was observed that at a load of 3kg, the opacity value of B30 fuel is higher by about 79% than B30+Al2O3 90ppm. The opacity value of B30+Al2O3 50ppm at a load of 5kg is 4.5%, about 65% lower than B30 fuel. The percentage of smoke opacity for each type of fuel at 5, 7, and 9kg is relatively constant, where B30+Al2O3 30ppm is higher than all fuel types. The smoke opacity value of B30 fuel is about 64% higher at a 7kg load and 79% higher at a 9kg load compared to 50 ppm B30+Al2O3. All load variations show that the smoke opacity value of the B30 +nanoparticle fuel mixture tends to be lower than that of B30 fuel. This happens may be due to micro-explosion which causes the fuel spray droplets to become smaller and flammable [42], better atomization [43], more molecular oxygen, and lower carbon content in the fuel (compared to B30), resulting in better combustion. Emissions are reduced immediately as more fuel is burned during combustion and reduced burn time for better combustion [33].

Figure 11. Smoke opaciity at different engine loads

4. Conclusion

The addition of nanoparticles improves diesel engine performance and exhaust emissions when mixed with B30 fuel. The mixture of fuel with Al2O3 nanoparticles increased Cylinder Pressure by 13%. Net Heat Release increased by 41% from the value of NHR B30 is 21.02 J/deg. Changes in Brake Thermal Efficiency that are influenced by nanoparticles contained in B30. B30+nanoparticle fuel mixture has a higher BTHE value than B30. Smoke Opacity value from all load variations shows that the B30+nanoparticle fuel mixture tends to be lower than that of B30 fuel. From all the load variations, the SFC value of B30 fuel is always higher than the B30+nanoparticle fuel mixture.

The managerial implications of this research in the future will be applied to biodiesel before selling it to the user. Therefore, this study can help reduce the effect of greenhouse gases on the environment and reduce the use of fossil fuels. In this research, the stability of the mixture of nanoparticles with B30 fuel has not been carried out. As a suggestion for further research, it is necessary to test the stability of the nanoparticles to find out how long the mixture of nanoparticles can be stable on fuel.

Nomenclature

Al2O3

Aluminum Oxide

ASTM

American Society for Testing and Materials

B30

Biodiesel 30%

BTHE

Brake Thermal Efficiency

C

Carbon

cSt

Centistokes

Cu

Copper

CuO2

Copper Oxide

Fe

Ferrum

FTIR

Fourier-Transform Infrared Spectroscopyanalyzes

GC-MS

Gas Chromatography and Mass Spectroscopy

GHG

Greenhouse Gas

H

Hydrogen

I

Ion

K

Potassium

kHz

Kilohertz

KOH

Potassium Hydroxide

kW

kilowatt

Mn

Manganese

Na

Sodium

NHR

Net Heat Release

ɳth

Brake Thermal Efficiency

O

Oxide

PH

Potential Hydrogen

ppm

Part/million

SFC

Specific Fuel Consumption

Si

Silicone

Ti

Titanium

  References

[1] Ahmad, T., Zhang, D. (2020). A critical review of comparative global historical energy consumption and future demand: The story told so far. Energy Reports, 6: 1973-1991. https://doi.org/10.1016/j.egyr.2020.07.020

[2] International Energy Agency. (2017). World energy outlook 2017. https://doi.org/10.1787/weo-2017-en

[3] Indonesian energy outlook. (2021). Indonesian energy outlook 2021 indonesian energy technology perspective: Solar power for charging station energy provision.

[4] Central Bureau of Statistics. (2021). Development of the Number of Motorized Vehicles by Type (Unit), 2019-2021. https://www.bps.go.id/indicator/17/57/1, accessed on Sep. 27, 2022.

[5] Ministry of Environment and Forestry. (2022). Report of IGRK MPV 2021, Vol 7. https://signsmart.menlhk.go.id/v2.1/app/frontend, accessed on Sep. 27, 2022.

[6] Yang, L., Ge, X., Wan, C., Yu, F., Li, Y. (2014). Progress and perspectives in converting biogas to transportation fuels. Renewable and Sustainable Energy Reviews, 40: 1133-1152. https://doi.org/10.1016/j.rser.2014.08.008

[7] Mabee, W.E., Saddler, J.N. (2010). Bioethanol from lignocellulosics: Status and perspectives in Canada. Bioresource Technology, 101(13): 4806-4813. https://doi.org/10.1016/j.biortech.2009.10.098

[8] Demirbas, A. (2007). Importance of biodiesel as transportation fuel. Energy Policy, 35(9): 4661-4670. https://doi.org/10.1016/j.enpol.2007.04.003

[9] Mishra, V.K., Goswami, R. (2018). A review of production, properties and advantages of biodiesel. Biofuels, 9(2): 273-289. https://doi.org/10.1080/17597269.2017.1336350

[10] Regulation of the President of the Republic of Indonesia. (2017). Perpres No. 22 Year 2017 regarding the national energy general plan, p. 6: 2017. https://jdih.esdm.go.id, accessed on Sep. 27, 2022.

[11] Farobie, O., Hartulistiyoso, E. (2021). Palm oil biodiesel as a renewable energy resource in indonesia: current status and challenges. BioEnergy Research, 1-19. https://doi.org/10.1007/s12155-021-10344-7

[12] Barnwal, B.K., Sharma, M.P. (2005). Prospects of biodiesel production from vegetable oils in India. Renewable and Sustainable Energy Reviews, 9(4): 363-378. https://doi.org/10.1016/j.rser.2004.05.007

[13] Kalligeros, S., Zannikos, F., Stournas, S., Lois, E., Anastopoulos, G., Teas, C., Sakellaropoulos, F. (2003). An investigation of using biodiesel/marine diesel blends on the performance of a stationary diesel engine. Biomass and Bioenergy, 24(2): 141-149. https://doi.org/10.1016/S0961-9534(02)00092-2

[14] Dunn, R.O. (2005). Effect of antioxidants on the oxidative stability of methyl soyate (biodiesel). Fuel Processing Technology, 86(10): 1071-1085. https://doi.org/10.1016/j.fuproc.2004.11.003

[15] Van Gerpen, J. (2005). Biodiesel processing and production. Fuel Processing Technology, 86(10): 1097-1107. https://doi.org/10.1016/j.fuproc.2004.11.005

[16] Alptekin, E., Canakci, M. (2008). Determination of the density and the viscosities of biodiesel-diesel fuel blends. Renewable Energy, 33(12): 2623-2630. https://doi.org/10.1016/j.renene.2008.02.020

[17] Shehata, M.S. (2013). Emissions, performance and cylinder pressure of diesel engine fuelled by biodiesel fuel. Fuel, 112: 513-522. https://doi.org/10.1016/j.fuel.2013.02.056

[18] Hoang, A.T. (2021). 2-Methylfuran (MF) as a potential biofuel: A thorough review on the production pathway from biomass, combustion progress, and application in engines. Renewable and Sustainable Energy Reviews, 148: 111265. https://doi.org/10.1016/j.rser.2021.111265

[19] Kristyadi, T., Permana, D.I., Sirodz, M.P.N., Saefudin, E., Farkas, I. (2022). Performance and emission of diesel engine fuelled by commercial bio-diesel fuels in indonesia. Acta Technologica Agriculturae, 25(4): 221-228. https://doi.org/10.2478/ata-2022-0032

[20] Pullen, J., Saeed, K. (2014). Factors affecting biodiesel engine performance and exhaust emissions-Part I. Energy, 72: 1-16. https://doi.org/10.1016/j.energy.2014.04.015

[21] Uyumaz, A., Aksoy, F., Fahrettin, B.O.Z., Yılmaz, E. (2017). Experimental investigation of neutralized waste cooking oil biodiesel and diesel fuels in a direct injection diesel engine at different engine loads. International Journal of Automotive Science and Technology, 1(1): 7-15.

[22] Bitire, S.O., Jen, T.C., Belaid, M. (2021). Production and optimization of biodiesel from parsley seed oil using KOH as catalyst for automobiles technology. The International Journal of Advanced Manufacturing Technology, 116(1-2): 315-329. https://doi.org/10.1007/s00170-021-07415-6

[23] Satriadi, H., Pratiwi, I.Y., Khuriyah, M., Prameswari, J. (2022). Geothermal solid waste derived Ni/Zeolite catalyst for waste cooking oil processing. Chemosphere, 286: 131618. https://doi.org/10.1016/j.chemosphere.2021.131618

[24] Resitoglu, I.A. (2021). The effect of biodiesel on activity of diesel oxidation catalyst and selective catalytic reduction catalysts in diesel engine. Renewable and Sustainable Energy Reviews, 148: 111286. https://doi.org/10.1016/j.rser.2021.111286

[25] Kalaimurugan, K., Karthikeyan, S., Periyasamy, M., Mahendran, G., Dharmaprabhakaran, T. (2019). Experimental studies on the influence of copper oxide nanoparticle on biodiesel-diesel fuel blend in CI engine. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-16. https://doi.org/10.1080/15567036.2019.1679290

[26] Fayad, M.A., Dhahad, H.A. (2021). Effects of adding aluminum oxide nanoparticles to butanol-diesel blends on performance, particulate matter, and emission characteristics of diesel engine. Fuel, 286: 119363. https://doi.org/10.1016/j.fuel.2020.119363

[27] Ağbulut, Ü., Karagöz, M., Sarıdemir, S., Öztürk, A. (2020). Impact of various metal-oxide based nanoparticles and biodiesel blends on the combustion, performance, emission, vibration and noise characteristics of a CI engine. Fuel, 270: 117521. https://doi.org/10.1016/j.fuel.2020.117521

[28] Hasannuddin, A.K., Yahya, W.J., Sarah, S., Ithnin, A.M., Syahrullail, S., Sidik, N.A.C., Kassim, K.A.A., Ahmad, Y., Hirofumi, N., Ahmad, M.A., Sugeng, D.A., Zuber, M.A., Ramlan, N.A. (2018). Nano-additives incorporated water in diesel emulsion fuel: fuel properties, performance and emission characteristics assessment. Energy Conversion and Management, 169: 291-314. https://doi.org/10.1016/j.enconman.2018.05.070

[29] Çeli̇k, M., Bayindirli, C. (2020). Enhancement performance and exhaust emissions of rapeseed methyl ester by using n-hexadecane and n-hexane fuel additives. Energy, 202: 117643. https://doi.org/10.1016/j.energy.2020.117643

[30] Ganesan, V. (2017). Internal combustion engines. McGraw-Hill Education.

[31] Elkotb, M.M. (1982). Fuel atomization for spray modelling. Progress in Energy and Combustion Science, 8(1): 61-91. https://doi.org/10.1016/0360-1285(82)90009-0

[32] Sadhik Basha, J., Anand, R.B. (2012). Effects of nanoparticle additive in the water-diesel emulsion fuel on the performance, emission and combustion characteristics of a diesel engine. International Journal of Vehicle Design, 59(2/3): 164-181. https://doi.org/10.1504/IJVD.2012.048692

[33] Arockiasamy, P., Anand, R.B. (2015). Performance, combustion and emission characteristics of a DI diesel engine fuelled with nanoparticle blended jatropha biodiesel. Periodica Polytechnica Mechanical Engineering, 59(2): 88-93. https://doi.org/10.3311/PPme.7766

[34] Razek, S.A., Gad, M.S., Thabet, O.M. (2017). Effect of aluminum oxide nano-particle in jatropha biodiesel on performance, emissions and combustion characteristics of DI diesel engine. International Journal for Research in Applied Science and Engineering Technology, 5(4): 358-372. https://doi.org/10.22214/ijraset.2017.4066

[35] Venu, H., Madhavan, V. (2016). Effect of Al2O3 nanoparticles in biodiesel-diesel-ethanol blends at various injection strategies: Performance, combustion and emission characteristics. Fuel, 186: 176-189. https://doi.org/10.1016/j.fuel.2016.08.046

[36] Channappagoudra, M. (2021). Influence of the aluminium oxide (Al2O3) nanoparticle additive with biodiesel on the modified diesel engine performance. International Journal of Ambient Energy, 42(15): 1776-1784. https://doi.org/10.1080/01430750.2019.1614992

[37] Soudagar, M.E.M., Nik-Ghazali, N.N., Kalam, M.A., Badruddin, I.A., Banapurmath, N.R., Ali, M.A.B., Kamangar, S., Cho, H.M., Akram, N. (2020). An investigation on the influence of aluminium oxide nano-additive and honge oil methyl ester on engine performance, combustion and emission characteristics. Renewable Energy, 146: 2291-2307. https://doi.org/10.1016/j.renene.2019.08.025

[38] Sehar, S., Sher, F., Zhang, S., Khalid, U., Sulejmanović, J., Lima, E.C. (2020). Thermodynamic and kinetic study of synthesised graphene oxide-CuO nanocomposites: A way forward to fuel additive and photocatalytic potentials. Journal of Molecular Liquids, 313: 113494. https://doi.org/10.1016/j.molliq.2020.113494

[39] McAllister, S., Chen, J.Y., Fernandez-Pello, A.C. (2011). Fundamentals of combustion processes. New York: Springer, 302. https://doi.org/10.1007/978-1-4419-7943-8

[40] Ramesh, D.K., Kumar, J.D., Kumar, S.H., Namith, V., Jambagi, P.B., Sharath, S. (2018). Study on effects of alumina nanoparticles as additive with poultry litter biodiesel on performance, combustion and emission characteristic of diesel engine. Materials Today: Proceedings, 5(1): 1114-1120. https://doi.org/10.1016/j.matpr.2017.11.190

[41] Gad, M.S., Jayaraj, S. (2020). A comparative study on the effect of nano-additives on the performance and emissions of a diesel engine run on jatropha biodiesel. Fuel, 267: 117168. https://doi.org/10.1016/j.fuel.2020.117168

[42] Hoang, A.T. (2021). Combustion behavior, performance and emission characteristics of diesel engine fuelled with biodiesel containing cerium oxide nanoparticles: A review. Fuel Processing Technology, 218: 106840. https://doi.org/10.1016/j.fuproc.2021.106840

[43] Reddy, S.N.K., Wani, M.M. (2020). Engine performance and emission studies by application of nanoparticles and antioxidants as additives in biodiesel blends. Revue des Composites et des Matériaux Avancés, 30(3-4): 175-180. https://doi.org/10.18280/rcma.303-408