%0 Journal Article
	%A Hang-cheong Wong and  Pak-kin Wong and  Chi-man Vong and  Zhengchao Xie and  Shaojia Huang
	%D 2013
	%J International Journal of Mechanical and Mechatronics Engineering
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 75, 2013
	%T Model Predictive Fuzzy Control of Air-ratio for Automotive Engines
	%U https://publications.waset.org/pdf/9738
	%V 75
	%X Automotive engine air-ratio plays an important role of
emissions and fuel consumption reduction while maintains
satisfactory engine power among all of the engine control variables. In
order to effectively control the air-ratio, this paper presents a model
predictive fuzzy control algorithm based on online least-squares
support vector machines prediction model and fuzzy logic optimizer.
The proposed control algorithm was also implemented on a real car for
testing and the results are highly satisfactory. Experimental results
show that the proposed control algorithm can regulate the engine
air-ratio to the stoichiometric value, 1.0, under external disturbance
with less than 5% tolerance.
	%P 383 - 388