Optimization of biodiesel percentage in fuel mixture and engine operating conditions for diesel engine performance and emission characteristics by Artificial Bees Colony Algorithm

Fuel

Volumn 184, Issue , 2016, Pages 518-526

  Shirneshan, Alireza ^a   Samani, Bahram Hosseinzadeh ^b   Ghobadian, Barat ^c  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b SHAHREKORD UNIVERSITY   (Iran)

^c TARBIAT MODARES UNIVERSITY   (Iran)

Author keywords

Artificial Bees Colony; Biodiesel; Emission characteristics; Engine performance

Indexed keywords

ALGORITHMS; BIODIESEL; BIOFUELS; DIESEL FUELS; ENGINES; FOSSIL FUELS; FUELS; MIXTURES; OPTIMIZATION; SPEED;

ABC ALGORITHMS; ARTIFICIAL BEES; COLONY ALGORITHMS; DIESEL ENGINE PERFORMANCE; EMISSION CHARACTERISTICS; ENGINE OPERATING CONDITIONS; ENGINE PERFORMANCE; OXYGENATED DIESEL FUEL;

DIESEL ENGINES;

EID: 84978709071     PISSN: 00162361     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fuel.2016.06.117     Document Type: Article

References (64)

1. [1] Canakci, M., Ozsezen, A.N., Arcaklioglu, E., Erdil, A., Prediction of performance and exhaust emissions of a diesel engine fueled with biodiesel produced from waste frying palm oil. Expert Syst Appl 36 (2009), 9268–9280.
2. [2] Shirneshan, A., Almassi, M., Ghobadian, B., Borghei, A.M., Najafi, G.H., Effects of biodiesel and engine load on some emission characteristics of a direct injection diesel engine. Curr World Environ 7 (2012), 207–212.
3. [3] Ozsezen, A.N., Canakci, M., Turkcan, A., Sayin, C., Performance and combustion characteristics of a DI diesel engine fueled with waste palm oil and canola oil methyl esters. Fuel 88 (2009), 629–636.
4. [4] Karabektas, M., The effects of turbocharger on the performance and exhaust emissions of a diesel engine fuelled with biodiesel. Renew Energy 34 (2009), 989–993.
5. [5] Xue, J., Grift, T.E., Hansen, A.C., Effect of biodiesel on engine performances and emissions. Renew Sustain Energy Rev 15 (2011), 1098–1116.
6. [6] Murillo, S., Miguez, J., Porteiro, J., Granada, E., Moran, J., Performance and exhaust emissions in the use of biodiesel in outboard diesel engines. Fuel 86 (2007), 1765–1771.
7. [7] Yücesu, H.S., İlkiliç, C., Effect of cotton seed oil methyl ester on the performance and exhaust emission of a diesel engine. Energy Sources, Part A 28 (2006), 389–398.
8. [8] Lin, B.-F., Huang, J.-H., Huang, D.-Y., Experimental study of the effects of vegetable oil methyl ester on DI diesel engine performance characteristics and pollutant emissions. Fuel 88 (2009), 1779–1785.
9. [9] Ghobadian, B., Rahimi, H., Nikbakht, A., Najafi, G., Yusaf, T., Diesel engine performance and exhaust emission analysis using waste cooking biodiesel fuel with an artificial neural network. Renew Energy 34 (2009), 976–982.
10. [10] Song, J., Zhang, C., An experimental study on the performance and exhaust emissions of a diesel engine fuelled with soybean oil methyl ester. Proc Inst Mech Eng, Part D: J Automobile Eng 222 (2008), 2487–2496.
11. [11] Al-Widyan, M.I., Tashtoush, G., Abu-Qudais, M., Utilization of ethyl ester of waste vegetable oils as fuel in diesel engines. Fuel Process Technol 76 (2002), 91–103.
12. [12] Gumus, M., Kasifoglu, S., Performance and emission evaluation of a compression ignition engine using a biodiesel (apricot seed kernel oil methyl ester) and its blends with diesel fuel. Biomass Bioenergy 34 (2010), 134–139.
13. [13] Raheman, H., Phadatare, A., Diesel engine emissions and performance from blends of karanja methyl ester and diesel. Biomass Bioenergy 27 (2004), 393–397.
14. [14] Ramadhas, A., Muraleedharan, C., Jayaraj, S., Performance and emission evaluation of a diesel engine fueled with methyl esters of rubber seed oil. Renew Energy 30 (2005), 1789–1800.
15. [15] Godiganur, S., Suryanarayana Murthy, C., Reddy, R.P., Performance and emission characteristics of a Kirloskar HA394 diesel engine operated on fish oil methyl esters. Renew Energy 35 (2010), 355–359.
16. [16] Raheman, H., Ghadge, S., Performance of compression ignition engine with mahua (Madhuca indica) biodiesel. Fuel 86 (2007), 2568–2573.
17. [17] Qi, D., Chen, H., Geng, L., Bian, Y., Experimental studies on the combustion characteristics and performance of a direct injection engine fueled with biodiesel/diesel blends. Energy Convers Manage 51 (2010), 2985–2992.
18. [18] Armas, O., Yehliu, K., Boehman, A.L., Effect of alternative fuels on exhaust emissions during diesel engine operation with matched combustion phasing. Fuel 89 (2010), 438–456.
19. [19] Reyes, J., Sepulveda, M., PM-10 emissions and power of a diesel engine fueled with crude and refined biodiesel from salmon oil. Fuel 85 (2006), 1714–1719.
20. [20] Pal, A., Verma, A., Kachhwaha, S., Maji, S., Biodiesel production through hydrodynamic cavitation and performance testing. Renew Energy 35 (2010), 619–624.
21. [21] Mahanta, P., Mishra, S., Kushwah, Y., An experimental study of Pongamia pinnata L. oil as a diesel substitute. Proc Inst Mech Eng, Part A: J Power Energy 220 (2006), 803–808.
22. [22] Ulusoy, Y., Tekin, Y., Cetinkaya, M., Karaosmanoglu, F., The engine tests of biodiesel from used frying oil. Energy Sources 26 (2004), 927–932.
23. [23] Dorado, M., Ballesteros, E., Arnal, J., Gomez, J., Lopez, F., Exhaust emissions from a diesel engine fueled with transesterified waste olive oil. Fuel 82 (2003), 1311–1315.
24. [24] Sahoo, P., Das, L., Babu, M., Naik, S., Biodiesel development from high acid value polanga seed oil and performance evaluation in a CI engine. Fuel 86 (2007), 448–454.
25. [25] Godiganur, S., Suryanarayana Murthy, C., Reddy, R.P., 6BTA 5.9 G2-1 Cummins engine performance and emission tests using methyl ester mahua (Madhuca indica) oil/diesel blends. Renew Energy 34 (2009), 2172–2177.
26. [26] Usta, N., An experimental study on performance and exhaust emissions of a diesel engine fuelled with tobacco seed oil methyl ester. Energy Convers Manage 46 (2005), 2373–2386.
27. [27] Kalam, M., Masjuki, H., Testing palm biodiesel and NPAA additives to control NOx and CO while improving efficiency in diesel engines. Biomass Bioenergy 32 (2008), 1116–1122.
28. [28] Lin, C.-Y., Lin, H.-A., Engine performance and emission characteristics of a three-phase emulsion of biodiesel produced by peroxidation. Fuel Process Technol 88 (2007), 35–41.
29. [29] Szybist, J.P., Song, J., Alam, M., Boehman, A.L., Biodiesel combustion, emissions and emission control. Fuel Process Technol 88 (2007), 679–691.
30. [30] Adaileh, W.M., AlQdah, K.S., Performance of diesel engine fuelled by a biodiesel extracted from a waste cocking oil. Energy Proc 18 (2012), 1317–1334.
31. [31] Zhihao, M., Xiaoyu, Z., Junfa, D., Xin, W., Bin, X., Jian, W., Study on emissions of a DI Diesel engine fuelled with pistacia chinensis bunge seed biodiesel-diesel blends. Proc Environ Sci 11:Part C (2011), 1078–1083.
32. [32] Labeckas, G., Slavinskas, S., The effect of rapeseed oil methyl ester on direct injection Diesel engine performance and exhaust emissions. Energy Convers Manage 47 (2006), 1954–1967.
33. [33] Fontaras, G., Karavalakis, G., Kousoulidou, M., Tzamkiozis, T., Ntziachristos, L., Bakeas, E., et al. Effects of biodiesel on passenger car fuel consumption, regulated and non-regulated pollutant emissions over legislated and real-world driving cycles. Fuel 88 (2009), 1608–1617.
34. [34] Lertsathapornsuk, V., Pairintra, R., Aryusuk, K., Krisnangkura, K., Microwave assisted in continuous biodiesel production from waste frying palm oil and its performance in a 100 kW diesel generator. Fuel Process Technol 89 (2008), 1330–1336.
35. [35] Agarwal, D., Sinha, S., Agarwal, A.K., Experimental investigation of control of NOx emissions in biodiesel-fueled compression ignition engine. Renew Energy 31 (2006), 2356–2369.
36. [36] Tan, P.-Q., Hu, Z.-Y., Lou, D.-M., Li, Z.-J., Exhaust emissions from a light-duty diesel engine with Jatropha biodiesel fuel. Energy 39 (2012), 356–362.
37. [37] Cheung, C.S., Zhu, L., Huang, Z., Regulated and unregulated emissions from a diesel engine fueled with biodiesel and biodiesel blended with methanol. Atmos Environ 43 (2009), 4865–4872.
38. [38] Kwanchareon, P., Luengnaruemitchai, A., Jai-In, S., Solubility of a diesel–biodiesel–ethanol blend, its fuel properties, and its emission characteristics from diesel engine. Fuel 86 (2007), 1053–1061.
39. [39] Hossain, A.K., Ouadi, M., Siddiqui, S.U., Yang, Y., Brammer, J., Hornung, A., et al. Experimental investigation of performance, emission and combustion characteristics of an indirect injection multi-cylinder CI engine fuelled by blends of de-inking sludge pyrolysis oil with biodiesel. Fuel 105 (2013), 135–142.
40. [40] Krahl, J., Knothe, G., Munack, A., Ruschel, Y., Schröder, O., Hallier, E., et al. Comparison of exhaust emissions and their mutagenicity from the combustion of biodiesel, vegetable oil, gas-to-liquid and petrodiesel fuels. Fuel 88 (2009), 1064–1069.
41. [41] Lapuerta, M., Herreros, J.M., Lyons, L.L., García-Contreras, R., Briceño, Y., Effect of the alcohol type used in the production of waste cooking oil biodiesel on diesel performance and emissions. Fuel 87 (2008), 3161–3169.
42. [42] Ulusoy, Y., Arslan, R., Kaplan, C., Emission characteristics of sunflower oil methyl ester. Energy Sources, Part A: Recovery, Util, Environ Effects 31 (2009), 906–910.
43. [43] Sharma, D., Soni, S.L., Mathur, J., Emission reduction in a direct injection diesel engine fueled by neem-diesel blend. Energy Sources, Part A: Recovery, Util, Environ Effects 31 (2009), 500–508.
44. [44] Bhale, P.V., Deshpande, N.V., Thombre, S.B., Improving the low temperature properties of biodiesel fuel. Renew Energy 34 (2009), 794–800.
45. [45] Taymaz, I., Sengil, M., Performance and emission characteristics of a diesel engine using esters of palm olein/soybean oil blends. Int J Veh Des 54 (2010), 177–189.
46. [46] Hess, M.A., Haas, M.J., Foglia, T.A., Marmer, W.N., Effect of antioxidant addition on NOx emissions from biodiesel. Energy Fuels 19 (2005), 1749–1754.
47. [47] Ozsezen, A.N., Canakci, M., Sayin, C., Effects of biodiesel from used frying palm oil on the exhaust emissions of an indirect injection (IDI) diesel engine. Energy Fuels 22 (2008), 2796–2804.
48. [49] Nabi, M.N., Hoque, S.M.N., Akhter, M.S., Karanja (Pongamia Pinnata) biodiesel production in Bangladesh, characterization of karanja biodiesel and its effect on diesel emissions. Fuel Process Technol 90 (2009), 1080–1086.
49. [50] Zhu, L., Zhang, W., Liu, W., Huang, Z., Experimental study on particulate and NOx emissions of a diesel engine fueled with ultra low sulfur diesel, RME-diesel blends and PME-diesel blends. Sci Total Environ 408 (2009), 1050–1058.
50. [51] Sonmez, M., Artificial bee colony algorithm for optimization of truss structures. Appl Soft Comput 11 (2011), 2406–2418.
51. [52] Goldberg, D.E., Holland, J.H., Genetic algorithms and machine learning. Mach Learn 3 (1988), 95–99.
52. [53] Aarts E, Korst J. Simulated annealing and Boltzmann machines, 1988.
53. [54] Gendreau, M., An introduction to tabu search. 2003, Springer.
54. [55] Trelea, I.C., The particle swarm optimization algorithm: convergence analysis and parameter selection. Inform Process Lett 85 (2003), 317–325.
55. [56] Gambardella, L.M., Dorigo, M., Solving symmetric and asymmetric TSPs by Ant Colonies. International conference on evolutionary computation, 1996, 622–627.
56. [57] Teodorovic, D., Transport modeling by multi-agent systems: a swarm intelligence approach. Transport Plan Technol 26 (2003), 289–312.
57. [58] Tereshko, V., Loengarov, A., Collective decision making in honey-bee foraging dynamics. Comput Inform Syst, 9, 2005, 1.
58. [59] Kulkarni, M.G., Dalai, A.K., Waste cooking oil an economical source for biodiesel: a review. Ind Eng Chem Res 45 (2006), 2901–2913.
59. [60] Karaboga, D., Artificial bee colony algorithm. scholarpedia, 5, 2010, 6915.
60. [61] Goldberg, D., Genetic algorithms in search, optimization, and machine learning, 1989, Addison-Wesley Professional .
61. [62] Utlu, Z., Koçak, M.S., The effect of biodiesel fuel obtained from waste frying oil on direct injection diesel engine performance and exhaust emissions. Renew Energy 33 (2008), 1936–1941.
62. [63] Kim, H., Choi, B., The effect of biodiesel and bioethanol blended diesel fuel on nanoparticles and exhaust emissions from CRDI diesel engine. Renew Energy 35 (2010), 157–163.
63. [64] Di, Y., Cheung, C.S., Huang, Z., Experimental investigation on regulated and unregulated emissions of a diesel engine fueled with ultra-low sulfur diesel fuel blended with biodiesel from waste cooking oil. Sci Total Environ 407 (2009), 835–846.
64. [65] Roskilly, A., Nanda, S., Wang, Y., Chirkowski, J., The performance and the gaseous emissions of two small marine craft diesel engines fuelled with biodiesel. Appl Therm Eng 28 (2008), 872–880.