可达性分析作为雨水系统的设计工具

Margaret P. Chapman, K. Smith, Victoria Cheng, D. Freyberg, C. Tomlin
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引用次数: 12

摘要

有效的雨水管理需要安全运行的系统,并以具有成本效益的方式改善环境。然而,目前的设计实践通常是假设一个给定的系统开始时是空的,并且独立于附近的雨水基础设施运行。显然需要更现实的设计阶段性能指标,考虑更大的初始条件集和耦合动力学的影响。为此,我们采用一种称为可达性分析的控制理论方法,以产生更客观的系统鲁棒性度量。我们在这项工作中寻求两个主要贡献。首先,我们展示了如何将可达性分析应用于一个暴雨网络的动态模型,以表征一组初始条件,在给定的有限持续时间的地表径流信号下,网络中的每个元素都可以避免溢出。据作者所知,这是首次将可达性分析应用于雨水系统。我们的第二个贡献是提供对建议的可达性分析结果的解释,作为系统健壮性的度量,可以在做出关键的设计决策时提供有用的信息。我们说明了这种方法在揭示特定设计选择相对于期望的鲁棒性水平的权衡方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reachability Analysis as a Design Tool for Stormwater Systems
Effective stormwater management requires systems that operate safely and deliver improved environmental outcomes in a cost-effective manner. However, current design practices typically evaluate performance assuming that a given system starts empty and operates independently from nearby stormwater infrastructure. There is a conspicuous need for more realistic design-phase indicators of performance that consider a larger set of initial conditions and the effects of coupled dynamics. To this end, we apply a control-theoretic method, called reachability analysis, to produce a more objective measure of system robustness. We seek two primary contributions in this work. First, we demonstrate how the application of reachability analysis to a dynamic model of a stormwater network can characterize the set of initial conditions from which every element in the network can avoid overflowing under a given surface runoff signal of finite duration. This is, to the authors’ knowledge, the first published application of reachability analysis to stormwater systems. Our second contribution is to offer an interpretation of the outcomes of the proposed reachability analysis as a measure of system robustness that can provide useful information when making critical design decisions. We illustrate the effectiveness of this method in revealing the trade-offs of particular design choices relative to a desired level of robustness.
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