Physical insight into fuel mixing enhancement with backward-facing step for scramjet engines via multi-objective design optimization

H. Ogawa, C. Y. Wen, Y. C. Chang

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

Abstract

Fuel injection into crossflow behind a backwardfacing step is studied by means of multi-objective design optimization, aiming at fuel/air mixing for supersonic combustion of scramjet propulsion. A variety of injector configurations have been examined in the optimization process using evolutionary algorithms in conjunction with local search methods and surrogate modeling. Data mining has been performed by applying statistical techniques including variance-based sensitivity analysis to the surrogate models constructed with solutions from computational fluid dynamics. The injection angle and backward step height have been found to be the most influential design parameters on the mixing performance for the configurations considered in this study.

Original languageEnglish
Title of host publication29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014
PublisherInternational Council of the Aeronautical Sciences
ISBN (Electronic)3932182804
Publication statusPublished - Jan 1 2014
Externally publishedYes
Event29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014 - St. Petersburg, Russian Federation
Duration: Sep 7 2014Sep 12 2014

Publication series

Name29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014

Other

Other29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014
CountryRussian Federation
CitySt. Petersburg
Period9/7/149/12/14

Fingerprint

Engines
Fuel injection
Evolutionary algorithms
Propulsion
Sensitivity analysis
Data mining
Computational fluid dynamics
Air
Design optimization
Local search (optimization)

All Science Journal Classification (ASJC) codes

  • Aerospace Engineering
  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Materials Science(all)

Cite this

Ogawa, H., Wen, C. Y., & Chang, Y. C. (2014). Physical insight into fuel mixing enhancement with backward-facing step for scramjet engines via multi-objective design optimization. In 29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014 (29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014). International Council of the Aeronautical Sciences.

Physical insight into fuel mixing enhancement with backward-facing step for scramjet engines via multi-objective design optimization. / Ogawa, H.; Wen, C. Y.; Chang, Y. C.

29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014. International Council of the Aeronautical Sciences, 2014. (29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014).

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

Ogawa, H, Wen, CY & Chang, YC 2014, Physical insight into fuel mixing enhancement with backward-facing step for scramjet engines via multi-objective design optimization. in 29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014. 29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014, International Council of the Aeronautical Sciences, 29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014, St. Petersburg, Russian Federation, 9/7/14.
Ogawa H, Wen CY, Chang YC. Physical insight into fuel mixing enhancement with backward-facing step for scramjet engines via multi-objective design optimization. In 29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014. International Council of the Aeronautical Sciences. 2014. (29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014).
Ogawa, H. ; Wen, C. Y. ; Chang, Y. C. / Physical insight into fuel mixing enhancement with backward-facing step for scramjet engines via multi-objective design optimization. 29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014. International Council of the Aeronautical Sciences, 2014. (29th Congress of the International Council of the Aeronautical Sciences, ICAS 2014).
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