TY - GEN
T1 - Construction of response surface model for diesel engine using stepwise method
AU - Wahono, Bambang
AU - Ogai, Harutoshi
PY - 2012/12/1
Y1 - 2012/12/1
N2 - Corresponding to global environmental problems and energy crisis in recent years, a technology which improve the fuel consumption and emission of diesel engine is required. This paper present a method to construct a response surface modeling of diesel engine in order to control the large number of control parameter appropriately in consideration of the fuel consumption and exhaust gas emission as the engine output objectives. Stepwise method considering multicollinearity was applied to construct the polynomial engine model. Using the experimental data of a single cylinder diesel engine, the prediction model of power, BSFC, NOx and soot on multiple injection diesel engines was built.
AB - Corresponding to global environmental problems and energy crisis in recent years, a technology which improve the fuel consumption and emission of diesel engine is required. This paper present a method to construct a response surface modeling of diesel engine in order to control the large number of control parameter appropriately in consideration of the fuel consumption and exhaust gas emission as the engine output objectives. Stepwise method considering multicollinearity was applied to construct the polynomial engine model. Using the experimental data of a single cylinder diesel engine, the prediction model of power, BSFC, NOx and soot on multiple injection diesel engines was built.
KW - engine
KW - multicollinearity
KW - response surface
KW - stepwise
UR - http://www.scopus.com/inward/record.url?scp=84877795350&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84877795350&partnerID=8YFLogxK
U2 - 10.1109/SCIS-ISIS.2012.6505171
DO - 10.1109/SCIS-ISIS.2012.6505171
M3 - Conference contribution
AN - SCOPUS:84877795350
SN - 9781467327428
T3 - 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
SP - 989
EP - 994
BT - 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
T2 - 2012 Joint 6th International Conference on Soft Computing and Intelligent Systems, SCIS 2012 and 13th International Symposium on Advanced Intelligence Systems, ISIS 2012
Y2 - 20 November 2012 through 24 November 2012
ER -