Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos (Record no. 47748)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01939naaaa2200337uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/47993 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220219222340.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | KSP/1000066940 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783731506423 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.5445/KSP/1000066940 |
| Terms of availability | doi |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Janya-anurak, Chettapong |
| Relationship | auth |
| 245 10 - TITLE STATEMENT | |
| Title | Framework for Analysis and Identification of Nonlinear Distributed Parameter Systems using Bayesian Uncertainty Quantification based on Generalized Polynomial Chaos |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | KIT Scientific Publishing |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 electronic resource (XIX, 210 p. p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Source of term | star |
| Standardized terminology for access restriction | Unrestricted online access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | In this work, the Uncertainty Quantification (UQ) approaches combined systematically to analyze and identify systems. The generalized Polynomial Chaos (gPC) expansion is applied to reduce the computational effort. The framework using gPC based on Bayesian UQ proposed in this work is capable of analyzing the system systematically and reducing the disagreement between the model predictions and the measurements of the real processes to fulfill user defined performance criteria. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by-sa/4.0/ |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by-sa/4.0/ |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | ParameterschätzungUncertainty Quantification |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Parameter estimation |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | verteilt-parametrische Systeme |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Sensitivity Analysis |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | generalized polynomial chaos |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Distributed Parameter Systems |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Sensitivitätsanalyse |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Unsicherheit Quantifizierung |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://www.ksp.kit.edu/9783731506423">https://www.ksp.kit.edu/9783731506423</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/47993">https://directory.doabooks.org/handle/20.500.12854/47993</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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