SHERP

Numerical Investigation and Surrogate Modeling of Aerodynamic Jet Interaction for Continuous Type Side-Jet Controlled Rocket
연속형 측추력기를 사용하는 로켓의 공력 제트 간섭력 수치분석 및 대체 모델링

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Authors
강경태
Advisor
이수갑
Major
공과대학 기계항공공학부
Issue Date
2017-08
Publisher
서울대학교 대학원
Keywords
side-jetcontinuous type side-jetjet controlled missileaerodynamic databaseaerodynamic coefficientsjet interactionCFDsurrogate modeling
Description
학위논문 (박사)-- 서울대학교 대학원 공과대학 기계항공공학부, 2017. 8. 이수갑.
Abstract
The supersonic jet interaction generated by a continuous type side-jet thruster of the missile was considered.
Firstly, the jet interaction flow field was investigated using numerical simulations. The simulation was made use of the three-dimensional unstructured-based computational fluid dynamics (CFD) solver.
The numerical simulation method was validated through comparison with wind tunnel test results. Flow fields investigation and jet interaction effects for various flow conditions, jet magnitude, and jet direction conditions were performed.
Secondly, the jet interaction aerodynamic database based on CFD data was developed and assessed.
The generation of the jet interaction aerodynamic database for the continuous type side-jet requires a large amount of simulation data owing to the complex nature of jet interaction. To reduce the required number of simulations, seven jet operating conditions were selected using geometrical symmetry at first
then, three-dimensional numerical simulations were conducted to build the jet interaction aerodynamic database in the reduced design space. Two modeling approaches were used in developing the jet interaction aerodynamic database. One is CFD-based modeling with a full factorial sampling, and the other is surrogate modeling, based on the Latin hypercube sampling and Kriging method, for the interim database. The resulting two aerodynamic databases were assessed through comparison with flight test results. Based on the comparison, both models showed a suitable representation of the aerodynamic coefficients within 10\% error during the jet operation period. This assessment confirms that the jet interaction aerodynamic database for missiles with continuous type side-jet thruster can be constructed using the CFD-based modeling approach. The surrogate model was found to perform well compared with the CFD-based model within an acceptable error level.
Language
English
URI
http://hdl.handle.net/10371/136729
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College of Engineering/Engineering Practice School (공과대학/대학원)Dept. of Mechanical Aerospace Engineering (기계항공공학부)Theses (Ph.D. / Sc.D._기계항공공학부)
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