论文标题
互操作性和计算框架,用于模拟开放通道液压技术:应用于敏感性分析和校准Gironde河口模型
Interoperability and computational framework for simulating open channel hydraulics: application to sensitivity analysis and calibration of Gironde Estuary model
论文作者
论文摘要
水资源管理具有至关重要的社会和经济意义,需要强大的能力来预测环境变化。物理过程知识,数值方法和计算能力方面的进展使我们能够解决越来越复杂的水力环境问题。河流和海洋流的建模也不例外。随着IT资源的增加,环境建模正在发展,以应对复杂的现实世界问题的挑战。本文介绍了开源Telemac-Mascaret系统的新分布式应用程序编程接口(API),可在互操作性概念的帮助下运行水力环境模拟。 API的使用鼓励并促进了全球参考环境库与水力信息系统的结合。因此,本文的目的是促进互操作性概念,用于处理不确定性传播,全球灵敏度分析,优化,多物理或多维耦合等问题的研究。为了说明API的能力,提出了提高Gironde河口导航能力的操作问题。在重新校准环境中证明了API电位。 API用于多元灵敏度分析,以快速揭示最有影响力的参数,然后可以在数据同化技术的帮助下进行最佳校准。
Water resource management is of crucial societal and economic importance, requiring a strong capacity for anticipating environmental change. Progress in physical process knowledge, numerical methods and computational power, allows us to address hydro-environmental problems of growing complexity. Modeling of river and marine flows is no exception. With the increase in IT resources, environmental modeling is evolving to meet the challenges of complex real-world problems. This paper presents a new distributed Application Programming Interface (API) of the open source TELEMAC-MASCARET system to run hydro-environmental simulations with the help of the interoperability concept. Use of the API encourages and facilitates the combination of worldwide reference environmental libraries with the hydro-informatic system. Consequently, the objective of the paper is to promote the interoperability concept for studies dealing with such issues as uncertainty propagation, global sensitivity analysis, optimization, multi-physics or multi-dimensional coupling. To illustrate the capability of the API, an operational problem for improving the navigation capacity of the Gironde Estuary is presented. The API potential is demonstrated in a re-calibration context. The API is used for a multivariate sensitivity analysis to quickly reveal the most influential parameters which can then be optimally calibrated with the help of a data assimilation technique.