Modeling and optimization of a miniature coilgun축소형 코일건의 모델링 및 최적화

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This thesis introduces experiment-based modeling and optimization of a reduced-scale coilgun-type electro-magnetic launcher (EML) using the design of experiments (DOE) technique. Response surface models describing the velocity and kinetic energy of the launched projectile were developed using the Box?Behnken method with design variable transforms, and analysis of variance (ANOVA) was conducted to refine the models by removing statistically insignificant terms. A bi-objective optimization problem with the maximum velocity and maximum kinetic energy as objectives was considered, and a Pareto front was obtained using the generated response surfaces as the proxy of experimental results. Verification tests on the optimal design points were conducted to demonstrate the validity of the developed models. One novel design ? a hold and release device ? to improve the velocity of a projectile is proposed. The device mechanically holds the projectile with electromagnetic force when a current flows through the coil and releases it after a preset time. The effectiveness of the proposed designs was validated through experiments.
Advisors
Ahn, Jae Myungresearcher안재명researcher
Description
한국과학기술원 :항공우주공학과,
Publisher
한국과학기술원
Issue Date
2017
Identifier
325007
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 항공우주공학과, 2017.8,[viii, 106 p. :]

Keywords

electromagnetic launcher▼acoilgun▼aanalysis of variance▼adesign of experiments▼abox-behnken method▼aresponse surface model▼aexperimental validation▼ahold and release device; 전자기력 발사장치▼a코일건▼a분산분석▼a실험계획법▼a박스벤킨법▼a반응표면모델▼a실험적 검증▼a홀드 앤 릴리즈 장치

URI
http://hdl.handle.net/10203/242133
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=718908&flag=dissertation
Appears in Collection
AE-Theses_Ph.D.(박사논문)
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