A multi-objective optimization model for synergistic effect analysis of integrated green-gray-blue drainage system in urban inundation control

排水 灰色(单位) 多目标优化 绿色基础设施 排水系统(地貌) 环境科学 计算机科学 环境资源管理 生态学 医学 生物 机器学习 放射科
作者
Jia Wang,Jiahong Liu,Chao Mei,Hao Wang,Jiahui Lu
出处
期刊:Journal of Hydrology [Elsevier]
卷期号:609: 127725-127725 被引量:25
标识
DOI:10.1016/j.jhydrol.2022.127725
摘要

The risk of urban inundation has been increasing worldwide. The integrated green-gray-blue (IGGB) drainage system is considered to have great potential in urban areas, as it has not only the resilience and sustainability of green and blue infrastructure, but also the reliability of gray infrastructure on stormwater drainage. This study aims to identify whether there is synergistic effect in IGGB drainage system and how to optimize it. An automatic optimization tool is needed for scenario generation and optimal decision-making because of the diversity, complicacy and decentrality of IGGB drainage system. So far, existing optimization frameworks focus on green infrastructure which cannot be applied to explore synergistic effect of IGGB drainage system. This paper proposed an integrated framework to combine hydrological model and optimization algorithm. Based on this framework, seven optimization strategies including green, gray, blue, green-gray, green–blue, gray-blue and green-gray-blue, were established with the optimization objectives of flood risk reduction rate (FRRR), life cycle cost (LCC) and land occupied (LO). A case study was conducted in Dongying, Shandong province, China. Based on the Pareto fronts of the seven optimization strategies, the average FRRRs of green, gray, blue, green-gray, green–blue, gray-blue and green-gray-blue strategy under the 24-hour rainfall with 30-year return period are 56.0%, 7.7%, 14.5%, 66.1%, 78.3%, 18.4% and 85.5% respectively. The green-gray-blue strategy shows the best performance. Then the existence of synergistic effect in IGGB drainage system is confirmed. The synergistic effect of green-gray, green–blue and green-gray-blue optimization strategies was 5.7%, 9.7% and 10.6%, respectively. However, synergistic effect was not generated in the gray-blue optimization strategy in this study. The synergistic effect is influenced by the hydrological mechanism of synergistic effect and the law of diminishing marginal utility. The results provide more evidence for the outstanding performance of the green-gray-blue integrated urban drainage system and provide technical support and greater clarity to decision-makers on how to integrate the green, gray and blue infrastructure.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
飞奔的大白胖儿完成签到 ,获得积分20
4秒前
刻苦的菀发布了新的文献求助10
6秒前
samuel完成签到,获得积分10
6秒前
Jasper应助泡芙吃了泡芙采纳,获得10
6秒前
iuhgnor完成签到,获得积分10
7秒前
11秒前
12秒前
微笑芒果完成签到 ,获得积分10
13秒前
15秒前
18秒前
迷路雁开完成签到,获得积分10
20秒前
可爱的函函应助Pan采纳,获得10
21秒前
zs发布了新的文献求助10
22秒前
study00122完成签到,获得积分10
22秒前
24秒前
26秒前
小二郎应助农大彭于晏采纳,获得10
27秒前
whff完成签到,获得积分10
28秒前
搜集达人应助28采纳,获得10
28秒前
xfwd发布了新的文献求助10
29秒前
眀彧完成签到,获得积分10
32秒前
ygh完成签到,获得积分10
32秒前
共享精神应助waters采纳,获得10
33秒前
苏格完成签到,获得积分10
34秒前
完美灵薇发布了新的文献求助10
36秒前
39秒前
asasd发布了新的文献求助10
40秒前
41秒前
42秒前
28完成签到,获得积分10
42秒前
42秒前
43秒前
阳佟半仙完成签到,获得积分10
44秒前
xzy完成签到,获得积分10
44秒前
122发布了新的文献求助10
45秒前
刘小t发布了新的文献求助10
45秒前
怡然小凝发布了新的文献求助10
45秒前
ding应助谷粱初晴采纳,获得10
45秒前
28发布了新的文献求助10
45秒前
格兰德法泽尔完成签到,获得积分10
48秒前
高分求助中
请在求助之前详细阅读求助说明!!!! 20000
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 1000
The Three Stars Each: The Astrolabes and Related Texts 900
Yuwu Song, Biographical Dictionary of the People's Republic of China 700
[Lambert-Eaton syndrome without calcium channel autoantibodies] 520
Bernd Ziesemer - Maos deutscher Topagent: Wie China die Bundesrepublik eroberte 500
A radiographic standard of reference for the growing knee 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2471654
求助须知:如何正确求助?哪些是违规求助? 2138142
关于积分的说明 5448480
捐赠科研通 1862080
什么是DOI,文献DOI怎么找? 926040
版权声明 562747
科研通“疑难数据库(出版商)”最低求助积分说明 495308