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Particle Swarm Optimization for Inverse Modeling of Soils in Urban Green Stormwater Infrastructure Sites 用于城市绿色雨水基础设施场地土壤反演建模的粒子群优化技术
IF 1.9 Q2 Environmental Science Pub Date : 2024-05-01 DOI: 10.1061/jswbay.sweng-515
Kellen Pastore, M. Shakya, Amanda Hess, Kristin Sample-Lord, Garrett Clayton
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引用次数: 0
Identifying Sweet Spots for Green Stormwater Infrastructure Implementation: A Case Study in Lancaster, Pennsylvania 确定绿色雨水基础设施实施的最佳地点:宾夕法尼亚州兰开斯特的案例研究
IF 1.9 Q2 Environmental Science Pub Date : 2023-08-01 DOI: 10.1061/jswbay.sweng-513
Rouhangiz Yavari Bajehbaj, Hong Wu, C. Grady, Daniel Brent, S. Clark, R. Cibin, J. Duncan, Anil Kumar Chaudhary, L. McPhillips
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引用次数: 1
Pairing Quantity and Quality in a Mass Balance of Water in California 加州水质量平衡中的数量和质量配对
IF 1.9 Q2 Environmental Science Pub Date : 2023-05-01 DOI: 10.1061/jswbay.sweng-483
Jennifer J. Bitting, Lukas Gast, Jonathan M. Cullen
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引用次数: 0
Improving the Predeveloped Local Ecology: Maximizing Condensate Collection through Strategic Building Operation 改善预先开发的当地生态:通过战略性建筑操作最大化冷凝水收集
IF 1.9 Q2 Environmental Science Pub Date : 2023-05-01 DOI: 10.1061/jswbay.sweng-476
Joshua D. Brooks, Jung‐Ho Lewe, S. Duncan, Dimitri Mavris
: This work demonstrates how a water and energy sustainable building ’ s heating, ventilation, and air conditioning (HVAC) system may be operated to maximize condensate production while upholding user thermal comfort and energy consumption requirements. A physics-based HVAC condensate model was presented and validated against operating data from the Kendeda Building for Innovative Sustainable Design (KBISD), a 3,437 . 4 -m 2 ( 37,000 -ft 2 ) academic building on the Georgia Institute of Technology ’ s Atlanta campus. A sensitivity study of the HVAC condensate production and power consumption was performed. Metamodels were developed to concisely yet accurately represent the physics-based model, and these were used as the basis of an optimization exercise to identify competitive operating conditions for maximizing condensate production. The case studies included here found optimized HVAC system operation strategies to produce up to 708% more condensate. The demonstrated approach may be reproduced by system operators or building automation systems to increase condensate production without sacrificing building system-level energy and thermal comfort requirements. DOI: 10.1061/ JSWBAY.SWENG-476. © 2023 American Society of Civil Engineers. Practical Applications: This work demonstrates how a building ’ s heating, ventilation, and air conditioning (HVAC) system may be operated to increase the amount of water, or condensate, which may be pulled out of the air and collected. A simple engineering model is presented and verified against real-world data. This is used as the basis for an optimization approach that allows operators to make strategic, mathematically substantiated decisions to impact the amount of condensate collected and the power required to do so. In addition, the use of so-called metamodels for reducing complex engineering models or systems into simple mathematical representations is exemplified for increasing the speed of the analyses performed in this work. These metamodels may be used to represent HVAC or other building systems and allow for optimization efforts similar to those presented herein or potentially model predictive control. The case studies discussed in this work bring the optimization approach and metamodels together to demonstrate how a building may theoretically be operated to increase its condensate production by 708% within reasonable power requirements and without sacrificing the comfort of the building ’ s occupants.
这项工作展示了一个水和能源可持续建筑的供暖、通风和空调(HVAC)系统如何运行,以最大限度地提高冷凝水产量,同时保持用户的热舒适和能源消耗要求。提出了一个基于物理的暖通空调冷凝水模型,并根据Kendeda建筑创新可持续设计(KBISD)的运行数据进行了验证。乔治亚理工学院亚特兰大校区4平方米(37,000英尺)高的教学楼。对暖通空调冷凝水产量和耗电量进行了敏感性研究。开发了元模型,以简洁而准确地表示基于物理的模型,这些模型被用作优化练习的基础,以确定具有竞争力的操作条件,以最大限度地提高凝析油产量。本文的案例研究发现,优化的HVAC系统运行策略可使冷凝水产量提高708%。系统操作员或建筑自动化系统可以复制演示的方法,在不牺牲建筑系统级能源和热舒适要求的情况下增加冷凝水产量。Doi: 10.1061/ jswbay.sweng-476。©2023美国土木工程师学会。实际应用:这项工作演示了如何操作建筑物的供暖、通风和空调(HVAC)系统来增加水或冷凝物的数量,这些水或冷凝物可以从空气中抽出并收集。提出了一个简单的工程模型,并通过实际数据进行了验证。这可以作为优化方法的基础,使作业者能够做出战略性的、经过数学验证的决策,以影响收集的凝析油数量和所需的功率。此外,使用所谓的元模型将复杂的工程模型或系统简化为简单的数学表示,以提高本工作中执行的分析速度。这些元模型可用于表示暖通空调或其他建筑系统,并允许类似于本文所述的优化工作或潜在的模型预测控制。本研究中讨论的案例研究将优化方法和元模型结合在一起,展示了如何在合理的功率要求下,在不牺牲建筑物居住者舒适度的情况下,理论上运行建筑物以增加708%的冷凝水产量。
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引用次数: 0
Modeling of the Hydrologic Performance of Distributed LID Stormwater under a Changing Climate: Municipal-Scale Performance Improvements 气候变化下分布式LID暴雨的水文性能建模:城市规模性能改进
IF 1.9 Q2 Environmental Science Pub Date : 2023-05-01 DOI: 10.1061/jswbay.sweng-477
W. D. Martin, N. Kaye
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引用次数: 1
A Relational Data Model for Advancing Stormwater Infrastructure Management 推进雨水基础设施管理的关系数据模型
IF 1.9 Q2 Environmental Science Pub Date : 2023-02-01 DOI: 10.1061/jswbay.sweng-478
V. Smith, M. McGauley, M. Newman, A. Garzio-Hadzick, A. Kurzweil, B. Wadzuk, R. Traver
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引用次数: 1
Developing Multiple Lines of Evidence to Decrease Drainage-to-Surface Area Ratio for Effective Stormwater Control Sizing Using Bioretention. 开发多条证据线,降低排水与地表面积比,利用生物滞留技术有效控制暴雨规模。
IF 1.9 Q2 Environmental Science Pub Date : 2023-02-01 DOI: 10.1061/jswbay.0001005
Thomas P O'Connor

Bioretention units were constructed at the US Environmental Protection Agency's Edison Environmental Center to evaluate drainage-to-surface runoff ratio for sizing of bioretention stormwater controls. Three sizes of hydraulically isolated bioretention units were tested in duplicate with changes in aspect ratio of length from inlet wall by doubling successive length from smallest (3.7 m) to largest (14.9 m) while width remained the same (7.1 m). The watershed areas were nominally the same, resulting in watershed-to-surface area ratios of 5.5:1 for largest duplicate units, 11:1 for the middle units, and 22:1 for the smallest. Each unit was instrumented for continuous monitoring with water content reflectometers (WCRs) and thermistors with data collected since November 2009. The bioretention units were filled with planting media initially comprising 90% sand and 10% sphagnum peat moss by volume and approximately 99% and 1%, respectively, by weight. These units were then planted between May and November of 2010 with a variety of native grasses, perennials, shrubs, and trees that were tolerant to inundation, drought and salt. In late 2012, a survey of the shrubs planted in these bioretention units was performed. The published results of the combined analyses of moisture content, rainfall, and size of shrubs indicated that the smaller units had superior shrub growth due to the more frequent saturation of the root zone as measured by WCR, while the plants in the largest units, particularly away from front wall where runoff entered, potentially relied on direct rainfall only. Starting in 2017, additional monitoring was performed in these units, including chemistry analysis by loss on ignition and total phosphorus of the engineered planting media and an additional survey of the plants. As in the previous study, plants did better in the medium (11:1) and small (22:1) bioretention units than in the largest units (5.5:1), and there was greater buildup of organic matter and phosphorus in the smaller units. One species of grass that dominated the two largest bioretention units away from the inlet was drought tolerant, which indicated that plants in these units relied on rainfall rather than stormwater runoff. Oversized units did not completely use the stromwater control volume, and many of the other original plantings grew slower or were less widespread in comparison to plantings in that smaller units that flooded more frequently and achieved greater growth.

Practical applications: Defining the size of stormwater controls can be difficult because there are often multiple objectives imposed on the final design of these structures, including safety and flooding. Results presented here would indicate that if the objective is to create a bioretention area with healthy vegetation, undersized controls may be acceptable because undersized infiltrating controls will have healthier plantings and infiltrate throughout the storm. For municipa

在美国环境保护局爱迪生环境中心建造了生物滞留单元,以评估排水与地表径流比,从而确定生物滞留雨水控制的规模。在宽度保持不变(7.1 米)的情况下,对三种规格的水力隔离生物滞留单元进行了重复测试,通过将最小(3.7 米)到最大(14.9 米)的连续长度加倍,改变从入口墙开始的长度纵横比。流域面积名义上相同,因此最大的重复单元的流域面积与地表面积之比为 5.5:1,中间单元为 11:1,最小单元为 22:1。每个单元都安装了含水量反射仪(WCR)和热敏电阻器,以进行连续监测,并从 2009 年 11 月起收集数据。生物滞留单元最初由种植介质填充,其中沙子和泥炭藓的体积比分别为 90% 和 10%,重量比分别约为 99% 和 1%。然后,在 2010 年 5 月至 11 月期间,在这些单元中种植了各种耐淹水、耐旱和耐盐的本地草、多年生植物、灌木和树木。2012 年底,对这些生物滞留单元中种植的灌木进行了调查。对灌木的含水量、降雨量和大小进行综合分析后公布的结果表明,根据 WCR 测量,较小单元中的灌木由于根部区域更频繁地饱和而生长得更好,而最大单元中的植物,尤其是远离径流进入的前墙的植物,可能只依赖于直接降雨。从 2017 年开始,对这些单元进行了额外的监测,包括通过工程种植介质的着火损失和总磷进行化学分析,以及对植物进行额外的调查。与之前的研究一样,中型(11:1)和小型(22:1)生物滞留单元中的植物比大型单元(5.5:1)中的植物生长得更好,而且小型单元中的有机物和磷积累得更多。在远离进水口的两个最大的生物滞留单元中,有一种草很耐旱,这表明这些单元中的植物依靠降雨而不是雨水径流。过大的单元没有完全利用雨水控制量,与较小单元中的植物相比,许多其他原始植物生长较慢或分布较少,而较小单元中的植物淹水更频繁,生长也更旺盛:实际应用:确定雨水控制的大小可能很困难,因为这些结构的最终设计通常有多重目标,包括安全和防洪。本文介绍的结果表明,如果目标是创建一个具有健康植被的生物滞留区,则可以接受较小的控制区,因为较小的渗透控制区将具有更健康的植被,并在整个暴雨过程中进行渗透。对于市政当局来说,这意味着以前认为太小而不能用于雨水渗透控制的路权可以转为这种用途。这并没有使市政当局摆脱解决洪水和安全设计目标的雨水系统,而是表明在市政道路上增加植物种植有助于解决雨水问题以及其他目标,如温室气体排放、减少城市热岛和清洁空气。分布式生物滞留控制可收集部分或全部较小、最频繁降雨事件的径流,应在各城市及其整体雨水控制系统中采用。如果担心径流堵塞,屋顶径流可能更适合生物滞留,或需要采取其他措施,如沉积物捕捉或增加维护。
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引用次数: 0
Investigation of Thermal Dynamics within Rainwater Harvesting Systems and Implications for Design 雨水收集系统内的热动力学研究及其对设计的启示
IF 1.9 Q2 Environmental Science Pub Date : 2023-02-01 DOI: 10.1061/jswbay.sweng-396
Christopher E. McNabb, K. D. Gee, Michael R. Brooker, E. Bean, R. Winston
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引用次数: 0
Effectiveness of Design and Implementation Alternatives for Stormwater Control Measures Modeled at the Watershed Scale. 在流域范围内模拟暴雨控制措施的设计和实施替代方案的有效性。
IF 1.9 Q2 Environmental Science Pub Date : 2023-02-01 DOI: 10.1061/jswbay.sweng-460
Mohammad Almadani, Christopher Nietch, Arash Massoudieh

To evaluate the effectiveness of dispersed stormwater control measures (SCMs), it is important to consider groundwater-surface water interactions and their consequences for stream hydrologic responses relevant to channel geomorphic stability and ecology. This study aimed to evaluate the effectiveness of different SCM design scenarios and implementation alternatives on exceedance levels and volumes of streamflow at the watershed scale. For this purpose, a process-based block-connector model of Sligo Creek, an urban watershed (29 km2) in the suburbs of Washington, DC, was used to study the effects of SCM system design on the stream hydrograph. The watershed has 34% impervious area (IA), which was discretized into 14 similar-sized subwatersheds, each consisting of pervious and impervious surface areas. Each subwatershed was compartmentalized with the representative overland flow, unsaturated flow, groundwater blocks, and links to main channel segments. The model was calibrated and validated to existing conditions using a 3-year time series of observed flow data. Afterward, a predevelopment simulation was configured. Three SCM unit designs and IA diversions through the SCM retrofit system were simulated. The three unit design scenarios represented a simple pond with surface storage and overflow or SCMs that infiltrate with an engineered soil layer and with or without an underdrain pipe. Differences among the model simulations were evaluated using flow exceedance probability curves. The area of the SCM system was modeled as 5% of the IA retrofit. Three implementation levels, including 10%, 50%, and 90% of the IA diverted through SCMs, were considered for each SCM unit design. The results showed that at least a 50% retrofit of runoff from IA watershedwide would be needed to achieve similar predevelopment base flows and peak flows. Intermediate flows could not be matched but were closest for the infiltration with the underdrain pipe design scenario. It was also found that concentrating the SCMs in the lower portion of the watershed resulted in more effectively achieving the predeveloped exceedance curves than uniform SCM implementation. The results are relevant to planning-level decisions that depend on effectiveness predictions of different SCM unit designs and implementation alternatives in developed watersheds.

要评估分散式雨水控制措施 (SCM) 的效果,必须考虑地下水与地表水之间的相互作用及其对与河道地貌稳定性和生态学相关的溪流水文响应的影响。本研究旨在评估不同 SCM 设计方案和实施替代方案对流域范围内超标水平和溪流流量的影响。为此,我们使用了基于过程的斯莱戈溪块状连接模型来研究 SCM 系统设计对溪流水文图的影响,斯莱戈溪是华盛顿特区郊区的一个城市流域(29 平方公里)。该流域有 34% 的不透水面积 (IA),被划分为 14 个大小相似的子流域,每个子流域都由透水和不透水表面区域组成。每个子流域都被划分为具有代表性的陆上流、非饱和流、地下水区块以及与主河道段的连接。利用观测到的流量数据的 3 年时间序列,根据现有条件对模型进行了校准和验证。随后,对开发前模拟进行了配置。通过单片机改造系统模拟了三种单片机单元设计和 IA 分流。三种单元设计方案分别代表了带有地表存储和溢流的简单池塘,或带有工程土层的渗透式单片机,以及带或不带下水管道的单片机。使用流量超标概率曲线对模型模拟之间的差异进行了评估。SCM 系统的面积被模拟为 IA 改造面积的 5%。每个 SCM 单元设计都考虑了三个实施水平,包括通过 SCM 分流的 IA 的 10%、50% 和 90%。结果表明,要达到类似开发前的基本流量和峰值流量,至少需要对整个流域的 IA 径流进行 50% 的改造。中间流量无法匹配,但最接近采用下排水管设计方案的渗透流量。此外,研究还发现,与统一采用 SCM 相比,将 SCM 集中在流域下部能更有效地实现开发前的超标曲线。这些结果与规划层面的决策息息相关,这些决策取决于对已开发流域中不同 SCM 单元设计和实施方案的有效性预测。
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引用次数: 0
Application of Huff Rainfall Distributions in Stormwater Management 激流降雨分布在雨水管理中的应用
IF 1.9 Q2 Environmental Science Pub Date : 2023-02-01 DOI: 10.1061/jswbay.sweng-480
D. Chin
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引用次数: 0
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Journal of Sustainable Water in the Built Environment
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