Optimization of diesel engine performance by the Bees Algorithm

4th Asia Pacific Conference on Manufacturing Systems; 3rd International Manufacturing Engineering Conference

Ahmad, Siti Azfanizam^1 ; Sunthiram, Devaraj^1

Department of Mechanical and Manufacturing Engineering, Faculty of Engineering, Universiti Putra Malaysia, Serdang, Selangor

43400 UPM, Malaysia^1

关键词: Bees algorithms;    Bio-diesel fuel;    Brake power ands;    Brake specific fuel consumption;    Diesel engine performance;    Fuel mixtures;    Optimum value;    World market;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/319/1/012064/pdf
DOI  :  10.1088/1757-899X/319/1/012064

来源: IOP

【 摘 要 】

Biodiesel recently has been receiving a great attention in the world market due to the depletion of the existing fossil fuels. Biodiesel also becomes an alternative for diesel No. 2 fuel which possesses characteristics such as biodegradable and oxygenated. However, there are facts suggested that biodiesel does not have the equivalent features as diesel No. 2 fuel as it has been claimed that the usage of biodiesel giving increment in the brake specific fuel consumption (BSFC). The objective of this study is to find the maximum brake power and brake torque as well as the minimum BSFC to optimize the condition of diesel engine when using the biodiesel fuel. This optimization was conducted using the Bees Algorithm (BA) under specific biodiesel percentage in fuel mixture, engine speed and engine load. The result showed that 58.33kW of brake power, 310.33 N.m of brake torque and 200.29/(kW.h) of BSFC were the optimum value. Comparing to the ones obtained by other algorithm, the BA produced a fine brake power and a better brake torque and BSFC. This finding proved that the BA can be used to optimize the performance of diesel engine based on the optimum value of the brake power, brake torque and BSFC.