Bilevel programming approach for large-scale urban flood control measures of drainage system

IF 11.5 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Zihan Liu , Tianxiang Liu , Hanbin Luo , Yongping Di , Han Gao , Wenli Liu
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引用次数: 0

Abstract

Despite the increasing attention on urban flood control measures (UFCM) for urban drainage systems (UDS), current approaches often overlook the spatial variation in urban flood resilience (UFR) and trade-offs across multiple decision-making levels. To address these challenges, this paper develops a bilevel multi-objective optimization (BMOO) model for large-scale UFCM, aiming at an optimal trade-off of public safety, sustainability, and efficiency. The results show that the model can effectively address the diverse objectives of two decision-making levels. The bilevel model can reduce the risk of surface overflows risk and improve the resilience of the UDS compared to the initial scheme while saving 39.8 % of the travel distance. In general, this paper presents a bilevel approach to solve simultaneously a multi-objective and multi-level decision-making problem in large-scale UFCM, providing an optimized solution for regional-level spatial prioritization, component-level critical segments identification, and route planning in UDS maintenance activity.
大型城市排水系统防洪措施的双层规划方法
尽管人们越来越关注城市排水系统(UDS)的城市防洪措施(UFCM),但目前的方法往往忽视了城市洪水恢复力(UFR)的空间变化以及多个决策层面的权衡。为了解决这些挑战,本文开发了大型UFCM的双层多目标优化(BMOO)模型,旨在实现公共安全、可持续性和效率的最佳权衡。结果表明,该模型能够有效地解决两个决策层次的不同目标。与初始方案相比,双层方案可降低地面溢流风险,提高UDS系统的弹性,同时可节省39.8%的行程。总体而言,本文提出了一种双层方法,同时解决了大规模UFCM中的多目标多层次决策问题,为UDS维护活动中的区域级空间优先级、组件级关键段识别和路线规划提供了优化解决方案。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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