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Data-efficient and risk-based pressure sensor placement optimization for water systems 基于数据效率和风险的供水系统压力传感器位置优化
Pub Date : 2024-05-28 DOI: 10.1002/aws2.1373
Thomas Ying-Jeh Chen, Joseph Dryer, Ankur Rathor, Greg Hoover, Amin Ganjidoost

Deployment of remote metering infrastructure can help utilities improve pressure management and limit pipe break impacts. Since it is cost-infeasible to install sensors to fully cover an entire system, a risk-based approach where devices are deployed in areas of systemic vulnerabilities will maximize the benefit of these limited resources. Previous work on sensor allocations requires well-calibrated hydraulic models that contain a full asset inventory. This high barrier of data requirement makes it difficult to apply existing methods. In this research, we present a more efficient methodology with lower data requirements. Proxies for system vulnerabilities are generated using historic break records, and GIS inventories are used to derive candidate installation points. The problem is presented as a generalized version of the well-studied maximal coverage location problem, where locations are selected for optimal coverage of risky areas. The workflow is demonstrated on a small suburban utility in Pennsylvania, USA.

部署远程计量基础设施可帮助公用事业公司改善压力管理并限制管道破裂的影响。由于安装传感器以完全覆盖整个系统的成本不高,因此采用基于风险的方法,将设备部署在系统薄弱的区域,可以最大限度地利用这些有限的资源。以往有关传感器分配的工作需要包含完整资产清单的校准良好的水力模型。这种高门槛的数据要求使得现有方法难以应用。在这项研究中,我们提出了一种对数据要求更低的高效方法。利用历史断裂记录生成系统漏洞的代用指标,并利用地理信息系统(GIS)清单得出候选安装点。该问题是经过充分研究的最大覆盖位置问题的一般化版本,在该问题中,选择的位置是对风险区域的最佳覆盖。该工作流程在美国宾夕法尼亚州的一个小型郊区公用设施上进行了演示。
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引用次数: 0
Impact of water quality and operational factors on microcystin removal by powdered activated carbon 水质和操作因素对粉末活性炭去除微囊藻毒素的影响
Pub Date : 2024-05-22 DOI: 10.1002/aws2.1372
Matthew T. Alexander, Thomas E. Waters, Morgan McNeely, Thomas F. Speth, Nicholas R. Dugan

The feasibility of using a 26-1 fractional factorial design to screen the relative importance of six water quality and operational factors in the removal of microcystin-LR (MC-LR) by powdered activated carbon (PAC) was evaluated through jar testing. The factors were: PAC type, PAC dose, total organic carbon (TOC) concentration, turbidity, alum dose, and timing of PAC versus coagulant application. Follow-up tests were performed to examine the interaction of PAC dose and TOC concentrations. All MC-LR analyses were performed by enzyme linked immunosorbent assay (ELISA) and liquid chromatography coupled with tandem mass spectrometry (LC/MS/MS). The top three effect magnitudes were the same by ELISA and LC/MS/MS:PAC dose > PAC type > PAC application time. Correlation coefficients between removals estimated by ELISA and LC/MS/MS were >0.9 (p « .05). With both methods, the effects of PAC type and dose were found to be markedly larger than the other factors. The follow-up tests indicated a greater impact of PAC dose at higher natural organic matter concentrations. Factorial designs are not commonly used to plan drinking water jar test experiments. The results generated in this study were plausible with respect to the existing body of adsorption knowledge, thus helping to demonstrate the feasibility of the factorial approach.

通过罐式试验评估了采用 26-1 分因子设计筛选粉末活性炭(PAC)去除微囊藻毒素-LR(MC-LR)的六个水质和操作因素的相对重要性的可行性。这些因素是PAC 类型、PAC 剂量、总有机碳 (TOC) 浓度、浊度、明矾剂量以及 PAC 与混凝剂的施用时间。还进行了后续测试,以检验 PAC 剂量和 TOC 浓度之间的相互作用。所有 MC-LR 分析均采用酶联免疫吸附测定法 (ELISA) 和液相色谱-串联质谱法 (LC/MS/MS)。通过酶联免疫吸附测定法和液相色谱/串联质谱法,前三个效应量级相同:PAC 剂量> PAC 类型> PAC 施用时间。ELISA 和 LC/MS/MS 估算的清除率之间的相关系数为 0.9(p " .05)。通过这两种方法发现,PAC 类型和剂量的影响明显大于其他因素。后续测试表明,在天然有机物浓度较高时,PAC 剂量的影响更大。因子设计并不常用于规划饮用水罐测试实验。从现有的吸附知识来看,本研究得出的结果是可信的,因此有助于证明因子法的可行性。
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引用次数: 0
Physical and compositional characteristics of drinking water storage tank sediment 饮用水储罐沉积物的物理和成分特征
Pub Date : 2024-05-13 DOI: 10.1002/aws2.1371
Darren A. Lytle, Christy Muhlen, Scott H. Lippitt, Evan Crockett, Riley Achtemeier

Thirty-one drinking water storage tank sediment samples were collected in 13 states, 17 distribution systems, and 29 tanks over the course of 4 years. Sediment samples were characterized for elemental composition and physical properties, which were found to be inconsistent both between samples of the same distribution system and across geographical regions. Differences between samples from the same tank also indicated spatial differences in sediment composition within storage tanks. Color was found to qualitatively trend toward darker or lighter depending on the concentration of a few elements (iron, aluminum, calcium, and magnesium). Particle shape varied between samples though uniformity increased as the particle size decreased. The average sediment particle density in this study (1.99 g/cm3) was lower than the density of a widely used sediment resuspension model silica sand (2.65 g/cm3), possibly resulting in underestimation of resuspension in models. This study suggests that sediment properties are highly site and storage tank specific, necessitating individual characterization to achieve greatest accuracy in storage tank suspension and draining model inputs.

在 4 年的时间里,我们在 13 个州、17 个配水系统和 29 个储水罐中采集了 31 个饮用水储水罐沉积物样本。对沉积物样本的元素组成和物理特性进行了分析,发现同一输水系统的样本之间以及不同地理区域的样本之间的元素组成和物理特性并不一致。来自同一储水箱的样本之间的差异也表明储水箱内沉积物成分的空间差异。根据几种元素(铁、铝、钙和镁)浓度的不同,颜色有深有浅。不同样本的颗粒形状各不相同,但随着颗粒尺寸的减小,均匀度也随之增加。本研究中沉积物颗粒的平均密度(1.99 克/立方厘米)低于广泛使用的沉积物再悬浮模型硅砂的密度(2.65 克/立方厘米),可能导致模型中对再悬浮的估计不足。这项研究表明,沉积物的特性与现场和储油罐的具体情况密切相关,因此有必要对沉积物的特性进行单独分析,以实现储油罐悬浮和排水模型输入的最大准确性。
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引用次数: 0
Protocol for responding to the detection of Legionella pneumophila in drinking water distribution systems 在饮用水输水系统中检测到嗜肺军团菌时的应对规程
Pub Date : 2024-04-13 DOI: 10.1002/aws2.1370
Timothy A. Bartrand, Mark W. LeChevallier, Jennifer L. Clancy, Gary A. Burlingame

A protocol for responding to Legionella pneumophila detections in distribution system samples is presented and justified. The protocol was developed using existing protocols for building water systems, vetted in workshops, and provided to utilities participating in a research project. The protocol provides action levels and actions that utilities can take when L. pneumophila is detected in distribution system samples. Action levels are based on the best available science and expert judgment and are similar to those in protocols for assessing building water system monitoring results. Action levels should be reassessed as additional data and knowledge on the occurrence and growth potential of L. pneumophila in distribution systems become available. All positive detections trigger assessments that focus first on conditions local to the sample location and then extend further into the distribution system. Higher concentration or more frequent detections initiate more assertive responses and communication than lower concentration and frequency detections. The protocol provides a starting point for the development of protocols for purposes such as L. pneumophila operational surveillance or within an outbreak investigation.

本文介绍了配水系统样本中检测到嗜肺军团菌时的应对方案,并对其进行了论证。该规程是利用现有的建筑供水系统规程制定的,经过了研讨会的审核,并提供给了参与研究项目的公用事业公司。该规程规定了在配水系统样本中检测到嗜肺叶杆菌时,公用事业公司可以采取的行动级别和措施。行动级别基于现有的最佳科学依据和专家判断,与评估楼宇供水系统监测结果的规程类似。随着有关配水系统中嗜肺肺孢子菌发生和生长潜力的数据和知识的增加,应对行动级别进行重新评估。所有阳性检测结果都会引发评估,评估重点首先是取样地点当地的情况,然后进一步延伸到输水系统。与低浓度和低频率的检测相比,高浓度或高频率的检测会引发更果断的反应和沟通。该规程为嗜肺病毒行动监控或疫情调查等规程的制定提供了一个起点。
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引用次数: 0
Characterizing PFAS concentrations in drinking water treatment residuals 确定饮用水处理残留物中 PFAS 的浓度特征
Pub Date : 2024-04-05 DOI: 10.1002/aws2.1367
Conner C. Murray, Alexander S. Gorzalski, Erik J. Rosenfeldt, Christine Owen, Chris Moody

While drinking water treatment plants (DWTPs) are not considered a source of per- and polyfluoroalkyl substances (PFAS), PFAS concentrate in treatment residuals relative to their source water concentrations. Regulatory actions considered for PFAS-impacted residuals could affect the cost and viability of conventional residual management practices. This study estimated the annual quantity of residuals generated in the United States and presents a framework for understanding how PFAS may concentrate in these residual streams. Findings of this work indicate that PFAS may substantially impact DWTP residuals management, especially coagulation and softening solids, at concentration factors greater than 100 and spent adsorbents at PFAS concentration factors greater than 10,000. If potential regulatory actions were to apply to coagulation and softening residuals, those regulations must consider impacts on disposal of more than 420,000,000 wet tons of at-risk DWTP residuals which are generated annually.

虽然饮用水处理厂 (DWTP) 不被视为全氟烷基和多氟烷基物质 (PFAS) 的来源,但相对于原水浓度而言,PFAS 会在处理残留物中富集。针对受 PFAS 影响的残留物而考虑采取的监管措施可能会影响传统残留物管理方法的成本和可行性。这项研究估算了美国每年产生的残留物数量,并提出了一个框架,用于了解 PFAS 如何在这些残留物流中富集。研究结果表明,当 PFAS 浓度系数大于 100 时,PFAS 可能会对污水处理厂的残留物管理产生重大影响,尤其是混凝和软化固体,而当 PFAS 浓度系数大于 10,000 时,则会对废吸附剂产生重大影响。如果要对混凝和软化残留物采取潜在的监管措施,这些法规必须考虑对每年产生的超过 4.2 亿湿吨高风险 DWTP 残留物处置的影响。
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引用次数: 0
Predicting per- and polyfluoroalkyl substances removal in pilot-scale granular activated carbon adsorbers from rapid small-scale column tests 通过快速小规模柱测试预测中试规模颗粒活性炭吸附器中全氟化烃和多氟化烃物质的去除率
Pub Date : 2024-03-19 DOI: 10.1002/aws2.1369
Zachary R. Hopkins, Detlef R. U. Knappe

Per- and polyfluoroalkyl substances (PFAS) occur widely in drinking water, and consumption of contaminated drinking water is an important human exposure route. Granular activated carbon (GAC) adsorption can effectively remove PFAS from water. To support the design of GAC treatment systems, a rapid bench-scale testing procedure and scale-up approach are needed to assess the effects of GAC type, background water matrix, and empty bed contact time (EBCT) on GAC use rates. The overarching goal of this study was to predict PFAS breakthrough curves obtained at the pilot-scale from rapid small-scale column test (RSSCT) data. The scale-up protocol was developed for pilot data obtained with coagulated/settled surface water (TOC = 2.3 mg/L), three GACs, and two EBCTs. Between 7 and 11 PFAS breakthrough curves were available for each pilot column. RSSCT designs were investigated that assumed intraparticle diffusivity is independent of GAC particle size (i.e., constant diffusivity [CD]) or linearly dependent on GAC particle size (i.e., proportional diffusivity [PD]). CD-RSSCTs effectively predicted the bed volumes of water that could be treated at the pilot-scale to reach 50% breakthrough (BV50%) of individual PFAS. In contrast, PD-RSSCTs overpredicted BV50% obtained at the pilot-scale by a factor of ~2–3. The shape of PFAS breakthrough curves obtained with CD-RSSCTs deviated from those obtained at the pilot-scale, indicating that intraparticle diffusivity was dependent on GAC particle diameter (dp). Using the pore surface diffusion model (PSDM), intraparticle diffusivity was found to be proportional to (dp)0.25 when considering data up to about 70% PFAS breakthrough. This proportionality factor can be used to design RSSCTs or scale up existing CD-RSSCT data using the PSDM. Using pilot-scale data obtained with groundwater and wastewater-impacted groundwater as well as with additional GACs, the developed RSSCT scale-up approach was validated for PFAS breakthrough percentages up to 70%. The presented methodology permits the rapid prediction of GAC use rates for PFAS removal.

全氟烷基和多氟烷基物质(PFAS)广泛存在于饮用水中,饮用受污染的饮用水是人类接触这种物质的重要途径。颗粒活性炭(GAC)吸附可以有效去除水中的 PFAS。为了支持 GAC 处理系统的设计,需要一种快速的台架试验程序和放大方法来评估 GAC 类型、背景水基质和空床接触时间 (EBCT) 对 GAC 使用率的影响。本研究的总体目标是根据快速小规模色谱柱测试 (RSSCT) 数据预测在中试规模获得的 PFAS 突破曲线。根据混凝/沉降地表水(TOC = 2.3 mg/L)、三种 GAC 和两种 EBCT 得出的中试数据制定了放大方案。每个中试塔可获得 7 至 11 条 PFAS 突破曲线。研究了假定颗粒内扩散率与 GAC 粒径无关(即恒定扩散率 [CD])或与 GAC 粒径线性相关(即比例扩散率 [PD])的 RSSCT 设计。CD-RSSCT 可以有效预测在中试规模下达到 50%(BV50%)单个 PFAS 浓度的处理水床体积。相比之下,PD-RSSCT 对中试规模下获得的 BV50% 的预测高出约 2-3 倍。使用 CD-RSSCT 所获得的 PFAS 突破曲线的形状偏离了在中试规模下获得的曲线,这表明颗粒内扩散性取决于 GAC 颗粒直径 (dp)。使用孔隙表面扩散模型 (PSDM),当考虑到 PFAS 突破率高达 70% 左右的数据时,发现颗粒内扩散率与 (dp)0.25 成正比。该比例系数可用于设计 RSSCT 或使用 PSDM 放大现有的 CD-RSSCT 数据。利用地下水和受废水影响的地下水以及额外的 GAC 所获得的中试规模数据,所开发的 RSSCT 放大方法对高达 70% 的 PFAS 突破率进行了验证。该方法可快速预测去除 PFAS 的 GAC 使用率。
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引用次数: 0
Aligning monitoring of virus barriers in potable reuse with unit process treatment mechanisms and time scales: A critical review and research needs 根据单元工艺处理机制和时间尺度监测饮用水回用中的病毒屏障:重要评论和研究需求
Pub Date : 2024-03-17 DOI: 10.1002/aws2.1368
Michael J. Adelman, Pooja Oberoi, Joan Oppenheimer, Laith Furatian, Sara Arabi, Caitlin M. Glover, Joseph G. Jacangelo

Interest is growing in potable reuse in response to water scarcity and the desire for sustainable supplies. While potable reuse systems must control a variety of physical, chemical, and microbiological contaminants, human enteric viruses are particularly concerning and drive process performance objectives due to their often-high occurrence in source waters, small size, potential resistance to treatment, and laborious methods to determine infectivity. This paper reviews the alignment of online monitoring practices with the mechanisms and time scales of the various barriers for enteric viruses. While there are numerous studies and reviews of individual barriers, no other review has been identified that covers operational monitoring of the entire potable reuse system. This paper also provides a critical assessment of the efficacy of current practices for operational and verification monitoring of the integrity of barriers to enteric viruses in potable reuse systems. The prevalence of human enteric viruses in wastewater and associated challenges of quantifying them through treatment are discussed within the risk management frameworks currently in use or under development for potable reuse systems. Monitoring approaches are then reviewed throughout the potable reuse water cycle. Current monitoring practices are compared with treatment process mechanisms and time scales, for the treatment barriers of biological wastewater treatment, membrane bioreactors, microfiltration/ultrafiltration, reverse osmosis, ultraviolet irradiation/advanced oxidation, ozonation, granular media/biologically active filtration, and chlorination. Monitoring and pathogen removal mechanisms are also reviewed for both environmental and engineered buffers. Implications are then discussed for future areas of research in potable reuse.

随着水资源的短缺和对可持续供水的渴望,人们对饮用水回用的兴趣与日俱增。虽然饮用水回用系统必须控制各种物理、化学和微生物污染物,但人类肠道病毒尤其令人担忧,由于其在原水中的出现率通常很高、体积小、对处理有潜在抵抗力以及确定感染性的方法很费力,因此推动了工艺性能目标的实现。本文回顾了在线监测实践与肠道病毒各种障碍的机制和时间尺度的一致性。虽然针对个别屏障有许多研究和评论,但尚未发现其他评论涵盖整个饮用水回用系统的运行监控。本文还对目前对饮用水回用系统中肠道病毒屏障的完整性进行操作和验证监控的有效性进行了批判性评估。本文讨论了人类肠道病毒在废水中的流行情况,以及通过处理对其进行量化所面临的相关挑战,这些都在目前使用或正在开发的饮用水回用系统风险管理框架中进行了讨论。然后回顾了整个饮用水回用水循环过程中的监测方法。针对生物废水处理、膜生物反应器、微滤/超滤、反渗透、紫外线照射/高级氧化、臭氧处理、颗粒介质/生物活性过滤和加氯等处理屏障,将当前的监测方法与处理工艺机制和时间尺度进行了比较。此外,还审查了环境缓冲区和工程缓冲区的监测和病原体清除机制。然后讨论了未来饮用水回用研究领域的影响。
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引用次数: 0
Delayed pipe replacement halves environmental impacts but quadruples water loss 延迟更换管道使环境影响减半,但水量损失却增加了四倍
Pub Date : 2024-03-15 DOI: 10.1002/aws2.1366
Jonathan G. Clayton, Ricardo L. Mejía-Marchena, Daqian Jiang, Leigh G. Terry

Scheduling pipe replacement is critical for water distribution systems (WDSs) when managing finances and water loss. WDS replacements are often delayed due to high immediate costs without considering long-term environmental consequences. This study is the first to examine a real-world WDS using a novel workflow transferrable to other WDSs that integrates GIS, hydraulic modeling, breakage prediction, and life cycle analysis to evaluate environmental impacts and water loss of five replacement schedules (25-, 50-, 75-, 100-, 150-year intervals). Environmental impacts were reduced by half when replacement interval changed from 25 year to 150 years, yet volume of water leaked from the system quadrupled. Benefits plateaued beyond 50–75-year replacement while water loss steadily increased. Lowering water loss through break management enabled one-sixth pipe replacement without exceeding original leakage at 25-year replacement. Results were robust to uncertainty parameters and assert the importance of equilibrating environmental impacts and water loss when designing pipe replacement frequency.

配水系统(WDS)在管理财务和水量损失时,管道更换的时间安排至关重要。配水系统的管道更换通常会因为眼前的高昂成本而被推迟,却没有考虑到长期的环境后果。本研究首次使用一种新颖的工作流程对现实世界中的配水系统进行了研究,该流程可移植到其他配水系统中,它集成了地理信息系统、水力模型、破损预测和生命周期分析,以评估五种更换时间表(25、50、75、100 和 150 年间隔)对环境的影响和水量损失。当更换周期从 25 年变为 150 年时,对环境的影响减少了一半,但系统的漏水量却增加了四倍。50-75 年更换周期之后,效益趋于平稳,而失水率却在稳步上升。通过破损管理降低水量损失,可以实现六分之一的管道更换,而不会超过 25 年更换时的原始渗漏量。结果对不确定性参数具有稳健性,并证明了在设计管道更换频率时平衡环境影响和水量损失的重要性。
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引用次数: 0
Modeling chloramine stability and disinfection byproduct formation in groundwater high in bromide 溴含量高的地下水中氯胺稳定性和消毒副产物形成模型
Pub Date : 2024-02-21 DOI: 10.1002/aws2.1365
Kyle Shimabuku, Tarrah Henrie, David Schultise, Sunil Pillai

Bromide can promote monochloramine decomposition and disinfection byproduct (DBP) formation. Monochloramine and total chlorine stability as well as total trihalomethane and haloacetic acid formation were examined in groundwater with high bromide levels (300–1700 μg/L) following chlorine or KMnO₄ preoxidation. An N,N-Diethyl-p-phenylenediamine (DPD)-based total chlorine method detected chloramines and brominated amines (e.g., NH2Br, NHBrCl). An indophenol-based monochloramine method showed minimal interference from brominated amines. Differences between these methods' measurements likely indicated brominated amine concentrations. Substantial total chlorine demands (up to ~3.5 mg/L in 4 days) following chlorine preoxidation were observed due to the presence of brominated amines. Total chlorine measurements were more stable and DBP formation was limited following KMnO₄ preoxidation because ammonia was dosed before chlorine, which inhibited brominated amine formation. A kinetic model developed elsewhere for dissolved organic matter (DOM)-free water generally tracked with experimental results but some deviations occurred possibly because DOM consumed bromochloramine or its reaction intermediates.

溴化物可促进一氯胺的分解和消毒副产物(DBP)的形成。在氯或 KMnO₄预氧化后溴含量较高(300-1700 μg/L)的地下水中,检测了一氯胺和总氯的稳定性以及总三卤甲烷和卤乙酸的形成。基于 N,N-二乙基对苯二胺(DPD)的总氯方法检测氯胺和溴化胺(如 NH2Br、NHBrCl)。基于靛酚的单氯胺方法显示溴化胺的干扰极小。这些方法测量结果之间的差异很可能表明溴化胺的浓度。由于溴化胺的存在,在氯预氧化后观察到了大量的总氯需求(4 天内高达 ~3.5 mg/L)。在 KMnO₄预氧化后,总氯的测量值更加稳定,DBP 的形成也受到了限制,这是因为在氯之前加入了氨,从而抑制了溴化胺的形成。其他地方为不含溶解有机物 (DOM) 的水开发的动力学模型与实验结果基本一致,但也出现了一些偏差,这可能是因为 DOM 消耗了溴氯胺或其反应中间产物。
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引用次数: 0
Uptake of silicate by pipe scale materials and effects on lead release 管垢材料对硅酸盐的吸收及其对铅释放的影响
Pub Date : 2024-02-07 DOI: 10.1002/aws2.1364
Anushka Mishrra, Ziqi Wang, Daniel E. Giammar

The interactions between dissolved silica and corrosion scale on lead pipes such as hydrocerussite (Pb3(CO3)2(OH)2) and aluminum containing amorphous phases can affect the rates of lead release from the pipes to drinking water. Batch experiments that were well mixed to fully suspend these materials complemented previous experiments that were performed with pipes with intact pipe scales. These experiments focused on chemical interactions between the corrosion scale materials and silicate by decreasing the effect of mass transfer processes associated with solute diffusion into and out of intact scales. The findings from the batch experiments help us understand that the benefits of silicate addition in controlling lead release observed in a previous pipe loop study with pipes with intact scale were primarily due to inhibited diffusion of lead through the scale as a result of silicate uptake and not due to chemical interactions between lead-containing solids and silicate.

溶解的二氧化硅与铅管上的腐蚀垢(如氢cerussite(Pb3(CO3)2(OH)2)和含铝无定形相)之间的相互作用会影响铅从管道释放到饮用水中的速率。为了使这些材料充分悬浮,进行了充分混合的分批实验,这是对之前使用带有完整管道鳞片的管道进行的实验的补充。这些实验通过降低与溶质扩散进出完整鳞片相关的传质过程的影响,重点研究了腐蚀鳞片材料与硅酸盐之间的化学相互作用。批量实验的结果帮助我们了解到,在之前对带有完整鳞片的管道进行的管道环路研究中观察到的添加硅酸盐在控制铅释放方面的益处,主要是由于硅酸盐的吸收抑制了铅通过鳞片的扩散,而不是由于含铅固体和硅酸盐之间的化学作用。
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引用次数: 0
期刊
AWWA water science
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