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Approximate Bayesian Computation for Parameter Estimation in Complex Thermal-fluid Systems
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Christopher, Jason D. |
| 단체저자명 | University of Colorado at Boulder. Mechanical Engineering. |
| 서명/저자사항 | Approximate Bayesian Computation for Parameter Estimation in Complex Thermal-fluid Systems. |
| 발행사항 | [S.l.] : University of Colorado at Boulder., 2018 |
| 발행사항 | Ann Arbor : ProQuest Dissertations & Theses, 2018 |
| 형태사항 | 178 p. |
| 소장본 주기 | School code: 0051. |
| ISBN | 9780438383999 |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 80-02(E), Section: B.
Advisers: Peter E. Hamlington |
| 요약 | A major challenge in computational fluid dynamics (CFD) simulations of real-world flows is the accurate assignment of boundary, initial, and geometric conditions, as well as fluid and material properties. Despite advances in experimental techniq |
| 요약 | In this dissertation, the ABC approach is demonstrated for several engineering test cases to demonstrate its efficacy at determining unknown parameters in a wide variety of settings. As a simple initial case, the logistics equation is used to de |
| 요약 | Moving on to industrial engineering applications, a three-dimensional turbulent buoyant jet with unknown temperature conditions is simulated using a Reynolds-averaged Navier Stokes (RANS) simulation. In this application, reference observations c |
| 요약 | The ultimate application of ABC in this dissertation uses the technique to determine three-dimensional LES parameters based on comparisons with experimental observations. The experimental temperature data are obtained above an industrially-relev |
| 요약 | These successes indicate that ABC can be extended to additional real-world engineering systems, even when only sparse observational data is available. Using ABC and reference data, one can accurately drive the selection of boundary conditions, a |
| 일반주제명 | Fluid mechanics. Thermodynamics. Statistics. |
| 언어 | 영어 |
| 기본자료 저록 | Dissertation Abstracts International80-02B(E). Dissertation Abstract International |
| 대출바로가기 | http://www.riss.kr/pdu/ddodLink.do?id=T15000064 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00024798 | 620 | 가야대학교// | 대출가능 |
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