Impact of Soybean Biodiesel Blends with Mixed Graphene Nanoparticles on Compression Ignition Engine Performance and Emission: An Experimental and ANN Analysis
DOI:
https://doi.org/10.15282/ijame.21.3.2024.5.0888Keywords:
Graphene nanoplatelets, Diesel engine, Soybean, Performance, EmissionAbstract
The extensive use of fuels in power generation plants, industries, and transportation has led to a scarcity of fossil fuels and has contributed to global warming. This has prompted researchers to focus on improving internal combustion engine performance, as the transportation system accounts for 50% of global fuel consumption. Soybean biodiesel plays a vital role in reducing emissions and fuel consumption in engines. In the current work, a blend of soybean oil is used as a biodiesel (B20, B40, and B60), with and without the addition of graphene nanoplatelets (GNPs) examined on a constant-speed compression ignition (CI) engine with respect to pure diesel. The blends are denoted as B20GNP10, B20GNP20, B20GNP40, B20GNP60, B20GNP80, and B20GNP100, according to their proposition of biodiesel and graphene nanoplatelets. Similar blends were prepared for B40 and B60 combinations with similar GNPs concentrations. The prepared blend properties were measured, and good thermophysical properties were found. The trial includes testing the engine emissions and performance at altering loads ranging from 0 to 12 kg for all blends. The artificial neural network (ANN) tool is used to forecast the accuracy of experimental results. Compared to pure diesel, the B60GNP100 blend at 12 kg load condition showed the lowest brake specific fuel consumption at 12.58 % and the highest brake thermal efficiency at 27.13%. Emissions were estimated using a gas analyzer, and the outcomes indicated that the biodiesel blends have controlled levels of CO, CO2, NOx, and HC compared to pure diesel. The ANN model with 99.99% accuracy was developed using experimental data, confirming the accuracy of the experimental results with lower simulation time and cost. Additionally, the B60GNP100 blend yielded better results compared to previous studies.
References
M.E.M. Soudagar, N.N. Nik-Ghazali, M.A. Kalam, I.A. Badruddin, N.R. Banapurmath, M.A.B. Ali, et al., “An investigation on the influence of aluminium oxide nano-additive and honge oil methyl ester on engine performance, combustion and emission characteristics,” Renewable Energy, vol. 146, pp. 2291-2307, 2020.
A. Prabu, I.I. Premkumar, and A. Pradeep, “An assessment on the nanoparticles-dispersed aloe vera biodiesel blends on the performance, combustion and emission characteristics of a DI diesel engine,” Arabian Journal for Science and Engineering, vol. 44, no. 9, pp. 7457-7463, 2019.
M.A. Adzmi , A. Abdullah, Z. Abdullah, and A.G. Mrwan, “Effect of Al2O3 and SiO2 metal oxide nanoparticles blended with POME on combustion, performance and emissions characteristics of a diesel engine,” International Journal of Automotive and Mechanical Engineering, vol. 16, no. 3, pp. 6859-6873, 2019.
S. Ramalingam, R. Silambarasan, and G. Pranesh, “Performance improvement and exhaust emissions reduction in biodiesel operated diesel engine through the use of operating parameters and catalytic converter: a review,” Renewable and Sustainable Energy Reviews, vol. 81, pp. 3215-3222, 2018.
A. Das, S.S. Gajghate, S. Das, and M.D. Ghatak, “An experimental investigation on performances and emission characteristics in a multi-cylinder diesel engine using nahar oil biodiesel blended with carbon nanotube,” Heat Transfer Engineering, pp. 1-12, 2024.
R. Salehi, T.A. Ahmad, S. Fakhri, and J. Ahmad, “Potentiometric of bioethanol production from cantaloupe waste (Magassi Neishabouri Cultivar),” Journal of the Saudi Society of Agricultural Sciences, vol. 19, no. 1, pp. 51-55, 2020.
P. Appavu, V.R. Madhavan, V. Harish, and A. Mariadoss, “Effect of fuel additives and exhaust gas recirculation in biodiesel fuelled CI engine: A review,” International Journal of Ambient Energy, vol. 42, no.15, 1803-09, 2021.
S. Bari, and S. N. Hossain, “Performance and emission analysis of a diesel engine running on palm oil diesel (POD),” Energy Procedia, vol. 160, pp. 92-99, 2019.
A. Jahanbakhshi, and S. Rouhollah, “Processing watermelon waste using Saccharomyces cerevisiae yeast and the fermentation method for bioethanol production,” Journal of Food Process Engineering, vol. 42, no. 7, pp. e13283, 2019.
S. S. Hoseini, G. Najafi, B. Ghobadian, M.T. Ebadi, R. Mamat, and T.J.R.E. Yusaf, “Performance and emission characteristics of a CI engine using graphene oxide (GO) nano-particles additives in biodiesel-diesel blends,” Renewal Energy, vol. 145, pp. 458-465, 2020.
S. Vellaiyan, “Enhancement in combustion, performance, and emission characteristics of a diesel engine fueled with diesel, biodiesel, and its blends by using nano additive,” Environmental Science and Pollution Research, vol. 26, no. 10, pp. 9561-9573, 2019.
S.S. Hoseini, G. Najafi, B. Ghobadian, M.T. Ebadi, R. Mamat, and T.J.R.E Yusaf, “Biodiesels from three feedstock: The effect of graphene oxide (GO) nanoparticles diesel engine parameters fuelled with biodiesel,” Renewal Energy, vol. 145, pp. 190-201, 2020.
M.E.M Soudagar, N.N Nik-Ghazali, M.A. Kalam, I.A. Badruddin, N.R. Banapurmath, T.M.Y. Khan et al.,“The effects of graphene oxide nanoparticle additive stably dispersed in dairy scum oil biodiesel-diesel fuel blend on CI engine: Performance, emission and combustion characteristics,” Fuel, vol. 257, pp. 116015, 2019.
S. Kumar, P. Dinesha, and I. Bran, “Experimental investigation of the effects of nanoparticles as an additive in diesel and biodiesel fuelled engines: a review,” Biofuels, vol. 10, no. 5, pp. 615-622, 2017.
R.V. Dhana, P.S. Kishore, M.H. Kumar, and S.R. Reddy, “Experimental investigation of alumina oxide nanoparticles effects on the performance and emission characteristics of tamarind seed biodiesel fuelled diesel engine,” Materials Today: Proceedings, vol. 18, pp. 1229-1242, 2019.
S. Agarwal, and S. Khan, “Effect of various nano additives on the performance and emission characteristics of a diesel engine fuelled with jojoba biodiesel–diesel blends: A review,” Plant Science Today, vol. 6, no. 4, pp. 485-490, 2019.
V.W. Khond, and V.M. Kriplani, “Effect of nanofluid additives on performances and emissions of emulsified diesel and biodiesel fueled stationary CI engine: A comprehensive review,” Renewable and Sustainable Energy Reviews, vol. 59, pp. 1338-1348, 2016.
S. Karthikeyan, A. Elango, and A. Prathima, “The effect of cerium oxide additive on the performance and emission characteristics of a CI engine operated with rice bran biodiesel and its blends,” International Journal of Green Energy, vol. 13, no. 3, pp. 267-273, 2016.
K.A. Sateesh, V.S. Yaliwal, M.E.M. Soudagar, N.R. Banapurmath, H. Fayaz, M.R. Safaei, et al., “Utilization of biodiesel/Al2O3 nanoparticles for combustion behavior enhancement of a diesel engine operated on dual fuel mode,” Journal of Thermal Analysis and Calorimetry, vol. 147, no. 10, pp. 5897-5911, 2022.
S. Jaikumar, V. Srinivas, and M. Rajasekhar, “Influence of dispersant added nanoparticle additives with diesel-biodiesel blend on direct injection compression ignition engine: Combustion, engine performance, and exhaust emissions approach,” Energy, vol. 224, pp. 120197, 2021.
S.H. Pourhoseini, and M. Ghodrat, “Experimental investigation of the effect of Al2O3 nanoparticles as additives to B20 blended biodiesel fuel: Flame characteristics, thermal performance and pollutant emissions,” Case Studies in Thermal Engineering, vol. 27, p. 101292, 2021.
G. Mani, M-V. Lotfali, D-S. Masoud, J. Ahmad, “Effect of alumina nanoparticles as additives with diesel -blends on performance and emission characteristics of a six-cylinder diesel engine using response surface methodology (RSM),” Energy Conversion and Management: X, vol. 11, p. 100091, 2021.
M.S. Gad, A.S. El-Shafay, and H.M. Abu Hashish, “Assessment of diesel engine performance, emissions and combustion characteristics burning biodiesel blends from jatropha seeds,” Process Safety and Environmental Protection, vol. 147, pp. 518-526, 2021.
A. Prabu, and R.B. Anand, “Emission control strategy by adding alumina and cerium oxide nano particle in biodiesel,” Journal of the Energy Institute, vol. 89, no. 3, pp. 366-372, 2016.
P.M. Rastogi, A. Sharma, and N. Kumar, “Effect of CuO nanoparticles concentration on the performance and emission characteristics of the diesel engine running on jojoba (Simmondsia Chinensis) biodiesel,” Fuel, vol. 286, pp. 119358, 2021.
S. Jaikumar, V. Srinivas, V.V.S. Prasad, et al., “Experimental studies on the performance and emission parameters of a direct injection diesel engine fueled with nanoparticle-dispersed biodiesel blend,” Nanotechnology for Environmental Engineering, vol. 6, pp. 1-17, 2021.
A.I. El-Seesy, M. Nour, A. M. Attia, Z. He, and H. Hassan, “Investigation the effect of adding graphene oxide into diesel/higher alcohols blends on a diesel engine performance,” International Journal of Green Energy, vol. 17, no. 3, pp. 233-253, 2020.
G. Pullagura, S. Vadapalli, V. Varaha Siva Prasad, et al., “Influence of dimethyl carbonate and dispersant added graphene nanoplatelets in diesel-biodiesel blends: combustion, performance, and emission characteristics of diesel engine,” International Journal of Energy Research, vol. 2023, no. 1, p. 9989986, 2023.
M.E. Pireh, M.G. Parashkoohi, and D.M. Zamani, “Evaluation of combustion characteristics performances and emissions of a diesel engine using diesel and biodiesel fuel blends containing graphene oxide nanoparticles,” Open Agriculture, vol. 7, no.1, pp. 935-947, 2022.
H. Khan, M.E.M. Soudagar, R.H. Kumar, et al., “Effect of nano-graphene oxide and n-butanol fuel additives blended with diesel-Nigella sativa biodiesel fuel emulsion on diesel engine characteristics,” Symmetry, vol. 12, no. 6, pp. 961, 2020.
M. Elkelawy, E.S.A. El Shenawy, H.A.E. Bastawissi, and M.M. Shams, “Impact of carbon nanotubes and graphene oxide nanomaterials on the performance and emissions of diesel engine fueled with diesel/biodiesel blend,” Processes, vol. 11, no. 11, p. 3204, 2023.
L. Razzaq, M.A. Mujtaba, M.E.M. Soudagar, et al., “Engine performance and emission characteristics of palm biodiesel blends with graphene oxide nanoplatelets and dimethyl carbonate additives,” Journal of Environmental Management, vol. 282, p. 111917, 2023.
A. Heidari-Maleni, T. M. Gundoshmian, A. Jahanbakhshi, and B. Ghobadian, “Performance improvement and exhaust emissions reduction in diesel engine through the use of graphene quantum dot (GQD) nanoparticles and ethanol-biodiesel blends,” Fuel, vol. 267, p. 117116, 2020.
S. Debbarma, R.D. Misra, and B. Das, “Performance of graphene-added palm biodiesel in a diesel engine,” Clean Technologies and Environmental Policy, vol. 22, pp. 523-534, 2020.
S.A. Ali, S. Hunagund, S.S. Hussain, and A.H. Bagwan, “The effect of nanoparticles dispersed in waste cooking oil (WCO) biodiesel on thermal performance characteristics of VCR engine,” Materials Today: Proceedings, vol. 43, pp. 888-891, 2021.
A. I. EL-Seesy, H. Hassan, and S.J.E.C. Ookawara, “Performance, combustion, and emission characteristics of a diesel engine fueled with Jatropha methyl ester and graphene oxide additives,” Energy Conversion and Management, vol. 166, pp. 674-686, 2018.
K. Subramani, and M. Karuppusamy, “Performance, combustion and emission characteristics of variable compression ratio engine using waste cooking oil biodiesel with added nanoparticles and diesel blends,” Environ. Sci. Pollut. Res., vol. 28, no. 45, pp. 63706 - 63722, 2021.
S. Kumar, P. Dinesha, and I. Bran, “Influence of nanoparticles on the performance and emission characteristics of a biodiesel fuelled engine: An experimental analysis,”Energy, vol. 140, pp. 98-105, 2017.
J.B. Ooi, H.M Ismail, B.T. Tan, and X. Wang, “Effects of graphite oxide and single-walled carbon nanotubes as diesel additives on the performance, combustion, and emission characteristics of a light-duty diesel engine,” Energy, vol. 161, pp. 70-80, 2018.
B.M. Paramashivaiah, N.R. Banapurmath, C.R. Rajashekhar, and S.V. Khandal, “Studies on effect of graphene nanoparticles addition in different levels with simarouba biodiesel and diesel blends on performance, combustion and emission characteristics of CI engine,” Arabian Journal for Science and Engineering, vol. 43, pp. 4793-4801, 2018.
A.I. El-Seesy, and H. Hassan, “Investigation of the effect of adding graphene oxide, graphene nanoplatelet, and multiwalled carbon nanotube additives with n-butanol-Jatropha methyl ester on a diesel engine performance,” Renewable Energy, vol. 132, pp. 558-574, 2019.
I. El-Seesy, H. Hassan, and S. Ookawara, “Effects of graphene nanoplatelet addition to jatropha Biodiesel–Diesel mixture on the performance and emission characteristics of a diesel engine,” Energy, vol. 147, pp. 1129-1152, 2018.
S.S. Hoseini, et al., “Novel environmentally friendly fuel: The effects of nanographene oxide additives on the performance and emission characteristics of diesel engines fuelled with Ailanthus altissima biodiesel,” Renewable Energy, vol. 125, pp. 283-294, 2018.
J.B. Ooi, H.M. Ismail, V. Swamy, X. Wang, A.K. Swain, and J.R. Rajanren, “Graphite oxide nanoparticle as a diesel fuel additive for cleaner emissions and lower fuel consumption,” Energy & Fuels, vol. 30, no. 2, pp. 1341-1353, 2016.
N. Chacko, and T. Jeyaseelan, “Comparative evaluation of graphene oxide and graphene nanoplatelets as fuel additives on the combustion and emission characteristics of a diesel engine fuelled with diesel and biodiesel blend,” Fuel Processing Technology, vol. 204, p.106406, 2020.
L. Cherng-Yuan, and L. Keng-Hung, “Comparison of the engine performance of soybean oil biodiesel emulsions prepared by phase inversion temperature and mechanical homogenization methods,” Processes, vol. 11, no. 3, pp. 907, 2023.
S. Dey, A.P. Singh, S.S. Gajghate, et al., “Optimization of ci engine performance and emissions using alcohol–biodiesel blends: A regression analysis approach,” Sustainability, vol. 15, no. 20, p. 14667, 2023.
D. Kakati, and R. Banerjee, “Assessing the competency of a semi-parametric expert system in the realms of response characterization uncertainty in premixed methanol dual fuel diesel combustion strategies: In critique to RSM,” Expert Systems with Applications, vol. 185, p. 115516, 2021.
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