Main Article Content

Abstract

To minimise diesel exhaust emissions, a few methods are commonly used. Engine modifications, combustion optimisation, and exhaust system treatment components are among them. Fuel additives, such as zinc oxide, titanium oxide, aluminium oxide, and cerium oxide, are amongst the most effective methods to increase performance and reduce emissions. Even while positive performance and emission reduction outcomes have been demonstrated, there are worries concerning health toxicity effects. Carbon nanoparticles have been accepted as a fuel additive since they pose little risk to human health. A few studies have been undertaken to investigate the consequences of employing graphene nanoplatelets as fuel additives, thanks to advancements in graphene research. The findings of the study seemed encouraging. However, despite detecting the additive effects of graphene on performance, no more study has been undertaken to forecast the effects on engine performance. The objective of this study was to predict the effects of graphene nanoplatelets as an additive for diesel engines. The performance parameters of the trial were torque, power, BSFC, and BTE. Speed, load, and blend concentration are all considered in this model. Response surface methods and contour plotting with Minitab software were used to generate the prediction model. The results show that the prediction model is within 10% of the experimental data.

Keywords

Graphene nanoplatelets Response surface methodology Contour plot Engine performance Engine emissions

Article Details

References

  1. H. Y. Nanlohy, I. N. G. Wardana, N. Hamidi, L. Yuliati, and T. Ueda, “The effect of Rh3+ catalyst on the combustion characteristics of crude vegetable oil droplets,” Fuel, vol. 220, pp. 220–232, 2018, doi: 10.1016/j.fuel.2018.02.001.
  2. H. Y. Nanlohy, I. N. G. Wardana, M. Yamaguchi, and T. Ueda, “The role of rhodium sulfate on the bond angles of triglyceride molecules and their effect on the combustion characteristics of crude jatropha oil droplets,” Fuel, vol. 279, p. 118373, 2020, doi: 10.1016/j.fuel.2020.118373.
  3. S. S. Hoseini, G. Najafi, B. Ghobadian, M. T. Ebadi, R. Mamat, and T. Yusaf, “Performance and emission characteristics of a CI engine using graphene oxide (GO) nano-particles additives in biodiesel-diesel blends,” Renewable Energy, vol. 145, pp. 458–465, 2020, doi: 10.1016/j.renene.2019.06.006.
  4. J. S. Basha et al., “An emission control strategy in a low capacity single cylinder compression ignition engine powered with DEE blended fuels,” Materials Science for Energy Technologies, vol. 3, pp. 770–779, 2020, doi: 10.1016/j.mset.2020.09.004.
  5. V. Saxena, N. Kumar, and V. K. Saxena, “A comprehensive review on combustion and stability aspects of metal nanoparticles and its additive effect on diesel and biodiesel fuelled CI engine,” Renewable and Sustainable Energy Reviews, vol. 70, pp. 563–588, 2017, doi: 10.1016/j.rser.2016.11.067.
  6. K. Nanthagopal, B. Ashok, A. Tamilarasu, A. Johny, and A. Mohan, “Influence on the effect of zinc oxide and titanium dioxide nanoparticles as an additive with Calophyllum inophyllum methyl ester in a CI engine,” Energy Conversion and Management, vol. 146, pp. 8–19, 2017, doi: 10.1016/j.enconman.2017.05.021.
  7. T. T. Loong, H. Salleh, A. Khalid, and H. Koten, “Thermal performance evaluation for different type of metal oxide water based nanofluids,” Case Studies in Thermal Engineering, vol. 27, p. 101288, 2021, doi: 10.1016/j.csite.2021.101288.
  8. M. Horie and K. Fujita, “Toxicity of metal oxides nanoparticles,” in Advances in molecular toxicology, vol. 5, Elsevier, 2011, pp. 145–178.
  9. D. van der Merwe and J. A. Pickrell, “Toxicity of nanomaterials,” in Veterinary Toxicology, Second Edi., Boston: Academic Press, 2012, pp. 383–390.
  10. S. M. S. Ardebili, A. Taghipoor, H. Solmaz, and M. Mostafaei, “The effect of nano-biochar on the performance and emissions of a diesel engine fueled with fusel oil-diesel fuel,” Fuel, vol. 268, p. 117356, 2020, doi: 10.1016/j.fuel.2020.117356.
  11. H. Y. Nanlohy, H. Riupassa, I. M. Rasta, and M. Yamaguchi, “An experimental study on the ignition behavior of blended fuels droplets with crude coconut oil and liquid metal catalyst,” Automotive Experiences, vol. 3, no. 2, pp. 39–45, 2020, doi: 10.31603/ae.v3i2.3481.
  12. K. Heydari-Maleney, A. Taghizadeh-Alisaraei, B. Ghobadian, and A. Abbaszadeh-Mayvan, “Analyzing and evaluation of carbon nanotubes additives to diesohol-B2 fuels on performance and emission of diesel engines,” Fuel, vol. 196, pp. 110–123, 2017, doi: 10.1016/j.fuel.2017.01.091.
  13. A. K. Geim and K. S. Novoselov, “The rise of graphene,” in Nanoscience and technology: a collection of reviews from nature journals, World Scientific, 2010, pp. 11–19.
  14. S. F. Kiew et al., “Preparation and characterization of an amylase-triggered dextrin-linked graphene oxide anticancer drug nanocarrier and its vascular permeability,” International journal of pharmaceutics, vol. 534, no. 1–2, pp. 297–307, 2017, doi: 10.1016/j.ijpharm.2017.10.045.
  15. H. Xu, L. Ma, and Z. Jin, “Nitrogen-doped graphene: Synthesis, characterizations and energy applications,” Journal of energy chemistry, vol. 27, no. 1, pp. 146–160, 2018, doi: 10.1016/j.jechem.2017.12.006.
  16. Z. Xu et al., “Organosilane-functionalized graphene oxide for enhanced antifouling and mechanical properties of polyvinylidene fluoride ultrafiltration membranes,” Journal of Membrane Science, vol. 458, pp. 1–13, 2014, doi: 10.1016/j.memsci.2014.01.050.
  17. Y. D. Kim et al., “Bright visible light emission from graphene,” Nature nanotechnology, vol. 10, no. 8, pp. 676–681, 2015, doi: 10.1038/nnano.2015.118.
  18. 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, doi: 10.1016/j.fuproc.2020.106406.
  19. F. Catapano, S. Di Iorio, A. Magno, P. Sementa, and B. M. Vaglieco, “A comprehensive analysis of the effect of ethanol, methane and methane-hydrogen blend on the combustion process in a PFI (port fuel injection) engine,” Energy, vol. 88, pp. 101–110, 2015, doi: 10.1016/j.energy.2015.02.051.
  20. J. Nair, P. Prasad Kumar, A. K. Thakur, Samhita, and Aravinda, “Influence on emissions and performance of CI engine with graphene nanoparticles blended with Karanja biodiesel,” in AIP Conference Proceedings, 2021, vol. 2317, no. 1, p. 20017, doi: 10.1063/5.0036142.
  21. J. O. Igbokwe, O. C. Nwufo, C. F. Nwaiwu, C. Ononogbo, K. M. D. Ezeji, and E. E. Anyanwu, “Performance characteristics of a single cylinder spark ignition engine fuelled with ethanol–petrol blends at constant engine speed,” Biofuels, vol. 7, no. 5, pp. 423–428, 2016, doi: 10.1080/17597269.2016.1147921.
  22. S. Phuangwongtrakul, W. Wechsatol, T. Sethaput, K. Suktang, and S. Wongwises, “Experimental study on sparking ignition engine performance for optimal mixing ratio of ethanol–gasoline blended fuels,” Applied thermal engineering, vol. 100, pp. 869–879, 2016, doi: 10.1016/j.applthermaleng.2016.02.084.
  23. A. Elfasakhany, “Investigations on performance and pollutant emissions of spark-ignition engines fueled with n-butanol–, isobutanol–, ethanol–, methanol–, and acetone–gasoline blends: A comparative study,” Renewable and sustainable energy reviews, vol. 71, pp. 404–413, 2017, doi: 10.1016/j.rser.2016.12.070.
  24. H. Riupassa et al., “The effect of graphene oxide nanoparticles as a metal based catalyst on the ignition characteristics of waste plastic oil,” in AIP Conference Proceedings, 2022, vol. 2440, no. 1, p. 30001, doi: 10.1063/5.0075009.
  25. 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, doi: 10.1021/acs.energyfuels.5b02162.
  26. M. R. Esfahani, E. M. Languri, and M. R. Nunna, “Effect of particle size and viscosity on thermal conductivity enhancement of graphene oxide nanofluid,” International Communications in Heat and Mass Transfer, vol. 76, pp. 308–315, 2016, doi: 10.1016/j.icheatmasstransfer.2016.06.006.
  27. Y. Song et al., “Enhancing the thermal, electrical, and mechanical properties of silicone rubber by addition of graphene nanoplatelets,” Materials & Design, vol. 88, pp. 950–957, 2015, doi: 10.1016/j.matdes.2015.09.064.
  28. S. Uslu, “Optimization of diesel engine operating parameters fueled with palm oil-diesel blend: Comparative evaluation between response surface methodology (RSM) and artificial neural network (ANN),” Fuel, vol. 276, p. 117990, 2020, doi: 10.1016/j.fuel.2020.117990.
  29. Y. Guo, D. Yi, H. Liu, B. Wang, B. Jiang, and H. Wang, “Mechanical properties and conductivity of graphene/Al-8030 composites with directional distribution of graphene,” Journal of Materials Science, vol. 55, no. 8, pp. 3314–3328, 2020, doi: 10.1007/s10853-019-04017-2.
  30. I. Janowska et al., “Microwave synthesis of large few-layer graphene sheets in aqueous solution of ammonia,” Nano Research, vol. 3, no. 2, pp. 126–137, 2010, doi: 10.1007/s12274-010-1017-1.
  31. B. Gao, C. Hu, H. Fu, Y. Sun, K. Li, and L. Hu, “Preparation of single-layer graphene based on a wet chemical synthesis route and the effect on electrochemical properties by double layering surface functional groups to modify graphene oxide,” Electrochimica Acta, vol. 361, p. 137053, 2020, doi: 10.1016/j.electacta.2020.137053.
  32. S. S. Hoseini, G. Najafi, B. Ghobadian, M. T. Ebadi, R. Mamat, and T. Yusaf, “Biodiesels from three feedstock: The effect of graphene oxide (GO) nanoparticles diesel engine parameters fuelled with biodiesel,” Renewable energy, vol. 145, pp. 190–201, 2020, doi: 10.1016/j.renene.2019.06.020.
  33. M. E. M. Soudagar 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, p. 116015, 2019, doi: 10.1016/j.fuel.2019.116015.
  34. 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, no. 2, pp. 523–534, 2020, doi: 10.1007/s10098-019-01800-2.
  35. N. Singh and R. S. Bharj, “Effect of CNT-emulsified fuel on performance emission and combustion characteristics of four stroke diesel engine,” International Journal of Current Engineering and Technology, vol. 5, no. 1, pp. 477–485, 2015.
  36. A. 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, doi: 10.1016/j.energy.2018.01.108.
  37. A. Heidari-Maleni, T. M. Gundoshmian, B. Karimi, A. Jahanbakhshi, and B. Ghobadian, “A novel fuel based on biocompatible nanoparticles and ethanol-biodiesel blends to improve diesel engines performance and reduce exhaust emissions,” Fuel, vol. 276, p. 118079, 2020, doi: 10.1016/j.fuel.2020.118079.
  38. E. Du, L. Cai, K. Huang, H. Tang, X. Xu, and R. Tao, “Reducing viscosity to promote biodiesel for energy security and improve combustion efficiency,” Fuel, vol. 211, pp. 194–196, 2018, doi: 10.1016/j.fuel.2017.09.055.
  39. S. Simsek, S. Uslu, H. Simsek, and G. Uslu, “Improving the combustion process by determining the optimum percentage of liquefied petroleum gas (LPG) via response surface methodology (RSM) in a spark ignition (SI) engine running on gasoline-LPG blends,” Fuel Processing Technology, vol. 221, p. 106947, 2021, doi: 10.1016/j.fuproc.2021.106947.
  40. S. Gupta, P. Patel, and P. Mondal, “Biofuels production from pine needles via pyrolysis: Process parameters modeling and optimization through combined RSM and ANN based approach,” Fuel, vol. 310, p. 122230, 2022, doi: 10.1016/j.fuel.2021.122230.

Most read articles by the same author(s)