An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation
An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation
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带有交互式 Jupyter Notebooks 的开源包，可增强油藏运行模拟和优化的可访问性
DOI：
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发表时间：
2021
影响因子：
4.9
通讯作者：
F. Pianosi
中科院分区：
文献类型：
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作者：
Andrés Peñuela;C. Hutton;F. Pianosi
在本文中，我们介绍了用于油藏建模和优化的交互式油藏操作笔记本和软件（iRONS）工具箱。该工具箱旨在为水文和水资源管理方面的研究和专业团体提供服务，并有助于弥合他们之间的差距。iRONS由Python核心函数包和一组交互式Jupyter notebook组成。核心功能实现了典型的油藏建模任务，交互式Jupyter notebook通过实际示例说明了iRONS的关键功能。我们描述了我们的开发理念，iRONS的关键特性，并报告了一些评估交互式Jupyter notebook用于培训和知识转移的有效性的结果。这篇论文可能会引起水资源管理领域以外的兴趣，作为Jupyter notebook和交互式可视化如何帮助改进开源代码的文档和共享以及基础方法的交流的一个例子。
In this paper we present the interactive Reservoir Operations Notebooks and Software (iRONS) toolbox for reservoir modelling and optimisation. The toolbox is meant to serve the research and professional community in hydrology and water resource management and contribute to bridge the gaps between them. iRONS is composed of a package of Python core functions and a set of interactive Jupyter Notebooks. Core functions implement typical reservoir modelling tasks and the interactive Jupyter Notebooks illustrate, with practical examples, the key functionalities of iRONS. We describe our development philosophy, the key features of iRONS, and report some results of evaluating the effectiveness of interactive Jupyter Notebooks for training and knowledge transfer. The paper may be of interest also beyond the water resources management field, as an example of how Jupyter Notebooks and interactive visualisation help improving the documentation and sharing of open-source code and the communication of underpinning methodologies.
Python 水资源模拟器
影响因子：
4.9
作者：
Tomlinson J
通讯作者：
Tomlinson J
影响因子：
6.4
作者：
E. Matrosov;I. Huskova;J. Kasprzyk;J. Harou;C. Lambert;P. Reed
通讯作者：
E. Matrosov;I. Huskova;J. Kasprzyk;J. Harou;C. Lambert;P. Reed
影响因子：
9.8
作者：
Stagge, James H.;Rosenberg, David E.;James, Ryan
通讯作者：
James, Ryan