The role of graph-based methods in urban drainage networks (UDNs): review and directions for future
To mitigate urban drainage network pressures and seek sustainable solutions, novel tools like graph theory are presently being studied. This paper presents a systematic literature review of graph-based approaches through an intensive content analysis based on 144 published papers. Comparisons are dr...
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| Published in | Urban water journal Vol. 20; no. 9; pp. 1095 - 1109 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Abingdon
Taylor & Francis
21.10.2023
Taylor & Francis Ltd |
| Subjects | |
| Online Access | Get full text |
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| Abstract | To mitigate urban drainage network pressures and seek sustainable solutions, novel tools like graph theory are presently being studied. This paper presents a systematic literature review of graph-based approaches through an intensive content analysis based on 144 published papers. Comparisons are drawn between water distribution networks and urban drainage networks in terms of convergence and divergence, revealing more divergence in network topological characteristics but more convergence in functional features. The findings provide convincing evidence for applications in UDNs, despite limited numbers and depth. Subsequently, a comparison between graph-based and hydraulic-based approaches is shown, demonstrating distinct advantages of graph-based methods in cases with limited data and time constraints. Based on these findings, the paper suggests several potential directions, including the improvement of parameter calculation formulas, the definition of parameter mathematical ranges and the popularization of recommended values. Finally, the paper examines its own shortcomings. |
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| AbstractList | To mitigate urban drainage network pressures and seek sustainable solutions, novel tools like graph theory are presently being studied. This paper presents a systematic literature review of graph-based approaches through an intensive content analysis based on 144 published papers. Comparisons are drawn between water distribution networks and urban drainage networks in terms of convergence and divergence, revealing more divergence in network topological characteristics but more convergence in functional features. The findings provide convincing evidence for applications in UDNs, despite limited numbers and depth. Subsequently, a comparison between graph-based and hydraulic-based approaches is shown, demonstrating distinct advantages of graph-based methods in cases with limited data and time constraints. Based on these findings, the paper suggests several potential directions, including the improvement of parameter calculation formulas, the definition of parameter mathematical ranges and the popularization of recommended values. Finally, the paper examines its own shortcomings. |
| Author | Haifeng, Jia Velazquez, Carlos Zijing, Liu Xiaoyu, Shi |
| Author_xml | – sequence: 1 givenname: Shi surname: Xiaoyu fullname: Xiaoyu, Shi organization: Tsinghua University – sequence: 2 givenname: Liu surname: Zijing fullname: Zijing, Liu organization: Tsinghua University – sequence: 3 givenname: Carlos surname: Velazquez fullname: Velazquez, Carlos organization: Tsinghua University – sequence: 4 givenname: Jia surname: Haifeng fullname: Haifeng, Jia email: jhf@tsinghua.edu.cn organization: Tsinghua University |
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| Snippet | To mitigate urban drainage network pressures and seek sustainable solutions, novel tools like graph theory are presently being studied. This paper presents a... |
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| SubjectTerms | Content analysis Convergence Drainage Drainage patterns Graph theory graph-based method hydraulic-based method Literature reviews Mathematical analysis Networks Parameters Urban drainage urban drainage networks urban water management Water distribution Water engineering |
| Title | The role of graph-based methods in urban drainage networks (UDNs): review and directions for future |
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