| LDR | | 00000nmm u2200205 4500 |
| 001 | | 000000330471 |
| 005 | | 20241031185209 |
| 008 | | 181129s2018 ||| | | | eng d |
| 020 | |
▼a 9780438383999 |
| 035 | |
▼a (MiAaPQ)AAI10845493 |
| 035 | |
▼a (MiAaPQ)colorado:15642 |
| 040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
| 049 | 1 |
▼f DP |
| 082 | 0 |
▼a 620 |
| 100 | 1 |
▼a Christopher, Jason D. |
| 245 | 10 |
▼a Approximate Bayesian Computation for Parameter Estimation in Complex Thermal-fluid Systems. |
| 260 | |
▼a [S.l.] :
▼b University of Colorado at Boulder.,
▼c 2018 |
| 260 | 1 |
▼a Ann Arbor :
▼b ProQuest Dissertations & Theses,
▼c 2018 |
| 300 | |
▼a 178 p. |
| 500 | |
▼a Source: Dissertation Abstracts International, Volume: 80-02(E), Section: B. |
| 500 | |
▼a Advisers: Peter E. Hamlington |
| 502 | 1 |
▼a Thesis (Ph.D.)--University of Colorado at Boulder, 2018. |
| 520 | |
▼a 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 |
| 520 | |
▼a 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 |
| 520 | |
▼a 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 |
| 520 | |
▼a 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 |
| 520 | |
▼a 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 |
| 590 | |
▼a School code: 0051. |
| 650 | 4 |
▼a Fluid mechanics. |
| 650 | 4 |
▼a Thermodynamics. |
| 650 | 4 |
▼a Statistics. |
| 690 | |
▼a 0204 |
| 690 | |
▼a 0348 |
| 690 | |
▼a 0463 |
| 710 | 20 |
▼a University of Colorado at Boulder.
▼b Mechanical Engineering. |
| 773 | 0 |
▼t Dissertation Abstracts International
▼g 80-02B(E). |
| 773 | |
▼t Dissertation Abstract International |
| 790 | |
▼a 0051 |
| 791 | |
▼a Ph.D. |
| 792 | |
▼a 2018 |
| 793 | |
▼a English |
| 856 | 40 |
▼u http://www.riss.kr/pdu/ddodLink.do?id=T15000064
▼n KERIS |
| 980 | |
▼a 201812
▼f 2019 |
| 990 | |
▼a 관리자
▼b 관리자 |