Construction of response surface model for diesel engine using stepwise method

Bambang Wahono, Harutoshi Ogai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publication6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
Pages989-994
Number of pages6
DOIs
Publication statusPublished - 2012 Dec 1
Event2012 Joint 6th International Conference on Soft Computing and Intelligent Systems, SCIS 2012 and 13th International Symposium on Advanced Intelligence Systems, ISIS 2012 - Kobe, Japan
Duration: 2012 Nov 202012 Nov 24

Publication series

Name6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012

Other

Other2012 Joint 6th International Conference on Soft Computing and Intelligent Systems, SCIS 2012 and 13th International Symposium on Advanced Intelligence Systems, ISIS 2012
CountryJapan
CityKobe
Period12/11/2012/11/24

Keywords

  • engine
  • multicollinearity
  • response surface
  • stepwise

ASJC Scopus subject areas

  • Artificial Intelligence
  • Software

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  • Cite this

    Wahono, B., & Ogai, H. (2012). Construction of response surface model for diesel engine using stepwise method. In 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012 (pp. 989-994). [6505171] (6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012). https://doi.org/10.1109/SCIS-ISIS.2012.6505171