Applied Data Analysis and Modeling for Energy Engineers and Scientists
Applied Data Analysis and Modeling for Energy Engineers and Scientists fills an identified gap in engineering and science education and practice for both students and practitioners. It demonstrates how to apply concepts and methods learned in disparate courses such as mathematical modeling, probabil...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New York, NY :
Springer US : Imprint: Springer
[20..].
Cham : Springer Nature |
| Vydání: | 1st ed. 2011. |
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Applied Data Analysis and Modeling for Energy Engineers and Scientists, Texte imprimé, 9781441996121 |
Obsah:
- Models, data analysis and decision making Probability concepts and probability distributions Data collection and preliminary data analysis Making statistical inferences from samples Estimation of linear model parameters using least squares Designed experiments and analysis of non-intrusive data Time series models Topics in optimization, parameter estimation and clustering methods Inverse problems and illustrative examples Decision analysis and risk modeling