| 书目名称 | Dependability Modelling under Uncertainty |
| 副标题 | An Imprecise Probabi |
| 编辑 | Philipp Limbourg |
| 视频video | |
| 概述 | Latest research in Dependability modelling under Uncertainty with applications to mechatronics |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | .Mechatronic design processes have become shorter and more parallelized, induced by growing time-to-market pressure. Methods that enable quantitative analysis in early design stages are required, should dependability analyses aim to influence the design. Due to the limited amount of data in this phase, the level of uncertainty is high and explicit modeling of these uncertainties becomes necessary...This work introduces new uncertainty-preserving dependability methods for early design stages. These include the propagation of uncertainty through dependability models, the activation of data from similar components for analyses and the integration of uncertain dependability predictions into an optimization framework. It is shown that Dempster-Shafer theory can be an alternative to probability theory in early design stage dependability predictions. Expert estimates can be represented, input uncertainty is propagated through the system and prediction uncertainty can be measured and interpreted. The resulting coherent methodology can be applied to represent the uncertainty in dependability models.. |
| 出版日期 | Book 2008 |
| 关键词 | Computational Intelligence; Dependability Modelling; Mechatronics; Regression; System; Uncertainty; modeli |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-540-69287-4 |
| isbn_softcover | 978-3-642-08880-3 |
| isbn_ebook | 978-3-540-69287-4Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer-Verlag Berlin Heidelberg 2008 |
发表于 2025-3-21 16:52:48
