Journal of Oil, Gas and Petrochemical Technology Vol. 1, No. 1 , pp. 41 - 6 2 41 Biodiesel production from tomato seed and its engine emission test and simulation using Artificial Neural Network R. Karami 1, 2, S. Kamgar 1 .* , S.H. Karparvarfard 1 , M.G. Rasul 2 , M.M.K. Khan 2 1 School of Bio System Engineering, Shiraz University, Shira z, Iran 2 School of Engineering and Technology, Central Queensland University, Rockhampton, Queensland 4702, Australia ARTICLE INFO ABSTRACT Article history: In this study, tomato seed oil was used to produce Received: November 13, 2018 Biodiesel fuel. To reduce the percentage of free Accepted: December 26 , 2018 fatty acids, the oil was reacted at a temperature of 40, 50, and 60°C w ith a mixture of sulphuric acid and the industrial methanol with different molar Keywords : ratios of oil. The best conversion efficiency was Biodiesel achieved at 60°C and a molar ratio of 1:9. In the Tomato transesterification step, biodiesel was produced Emission using a mixture of potassi um hydroxide reactivity. Simulation Then , functional characteristics and pollutant gases of ordinary diesel fuel and mixtures of * Saadat Kamgar biodiesel at different speeds and loads were E - mail:
[email protected] measured and compared. The tests were carried Tel.: +98 917 3161182 out in a 9 - kV direct injection (DI) diesel engi ne. The results of analysis of variance by SPSS software showed that there was a significant difference in the level of R< 0 .01 between the production of pollutants such as NOx, CO, HC, and other fume gases like CO 2 and O 2 at different speeds and loads.