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间歇式慢速砂滤用于发展中国家家庭的细菌、病毒和浊度去除:实验研究与建模。

Bacterial, viral and turbidity removal by intermittent slow sand filtration for household use in developing countries: experimental investigation and modeling.

机构信息

Department of Civil & Environmental Engineering, University of California, Davis, One Shields Ave., Davis, CA 95616, USA.

出版信息

Water Res. 2011 Nov 15;45(18):6227-39. doi: 10.1016/j.watres.2011.09.022. Epub 2011 Sep 22.

Abstract

A two-factor three-block experimental design was developed to permit rigorous evaluation and modeling of the main effects and interactions of sand size (d(10) of 0.17 and 0.52 mm) and hydraulic head (10, 20, and 30 cm) on removal of fecal coliform (FC) bacteria, MS2 bacteriophage virus, and turbidity, under two batch operating modes ('long' and 'short') in intermittent slow sand filters (ISSFs). Long operation involved an overnight pause time between feeding of two successive 20 L batches (16 h average batch residence time (RT)). Short operation involved no pause between two 20 L batch feeds (5h average batch RT). Conditions tested were representative of those encountered in developing country field settings. Over a ten week period, the 18 experimental filters were fed river water augmented with wastewater (influent turbidity of 5.4-58.6 NTU) and maintained with the wet harrowing method. Linear mixed modeling allowed systematic estimates of the independent marginal effects of each independent variable on each performance outcome of interest while controlling for the effects of variations in a batch's actual residence time, days since maintenance, and influent turbidity. This is the first study in which simultaneous measurement of bacteria, viruses and turbidity removal at the batch level over an extended duration has been undertaken with a large number of replicate units to permit rigorous modeling of ISSF performance variability within and across a range of likely filter design configurations and operating conditions. On average, the experimental filters removed 1.40 log fecal coliform CFU (SD 0.40 log, N=249), 0.54 log MS2 PFU (SD 0.42 log, N=245) and 89.0 percent turbidity (SD 6.9 percent, N=263). Effluent turbidity averaged 1.24 NTU (SD 0.53 NTU, N=263) and always remained below 3 NTU. Under the best performing design configuration and operating mode (fine sand, 10 cm head, long operation, initial HLR of 0.01-0.03 m/h), mean 1.82 log removal of bacteria (98.5%) and mean 0.94 log removal of MS2 viruses (88.5%) were achieved. Results point to new recommendations regarding filter design, manufacture, and operation for implementing ISSFs in local settings in developing countries. Sand size emerged as a critical design factor on performance. A single layer of river sand used in this investigation demonstrated removals comparable to those reported for 2 layers of crushed sand. Pause time and increased residence time each emerged as highly beneficial for improving removal performance on all four outcomes. A relatively large and significant negative effect of influent turbidity on MS2 viral removal in the ISSF was measured in parallel with a much smaller weaker positive effect of influent turbidity on FC bacterial removal. Disturbance of the schmutzdecke by wet harrowing showed no effect on virus removal and a modest reductive effect on the bacterial and turbidity removal as measured 7 days or more after the disturbance. For existing coarse sand ISSFs, this research indicates that a reduction in batch feed volume, effectively reducing the operating head and increasing the pore:batch volume ratio, could improve their removal performance by increasing batch residence time.

摘要

采用两因素三区块实验设计,在两种间歇慢滤池(ISSF)运行模式(“长”和“短”)下,严格评估和建模沙粒粒径(d(10)分别为 0.17 和 0.52 毫米)和水力头(10、20 和 30 厘米)对粪大肠菌群(FC)细菌、MS2 噬菌体病毒和浊度去除的主要影响和相互作用。长运行模式涉及两个连续 20L 批次之间有一个过夜暂停时间(平均批次停留时间(RT)为 16 小时)。短运行模式在两个 20L 批次进料之间没有暂停(平均批次 RT 为 5 小时)。测试条件代表了发展中国家实地环境中遇到的条件。在十周的时间里,18 个实验滤池用河水和废水(进水浊度为 5.4-58.6 NTU)进料,并采用湿耙法维护。线性混合模型允许系统地估计每个独立变量对每个感兴趣的性能结果的独立边际效应,同时控制批次实际停留时间、维护后天数和进水浊度的变化影响。这是第一个在扩展时间内对细菌、病毒和浊度去除进行批量水平同时测量的研究,使用大量重复单元来严格建模 ISSF 性能的变异性,涵盖了一系列可能的过滤设计配置和操作条件。平均而言,实验滤池去除了 1.40 对数的粪大肠菌群 CFU(SD 0.40 对数,N=249)、0.54 对数的 MS2 PFU(SD 0.42 对数,N=245)和 89.0%的浊度(SD 6.9%,N=263)。出水浊度平均为 1.24 NTU(SD 0.53 NTU,N=263),且始终低于 3 NTU。在最佳性能设计配置和运行模式(细砂、10cm 水头、长运行、初始 HLR 为 0.01-0.03m/h)下,细菌的平均去除率为 1.82 对数(98.5%),MS2 病毒的平均去除率为 0.94 对数(88.5%)。结果为在发展中国家的当地环境中实施 ISSF 提出了有关过滤设计、制造和运行的新建议。沙粒尺寸成为性能的关键设计因素。本研究中使用的单层河砂表现出与报道的 2 层碎砂相当的去除效果。暂停时间和增加的停留时间都对所有四个结果的去除性能有显著的改善作用。在 ISSF 中,进水浊度对 MS2 病毒去除的影响相对较大且呈负相关,而进水浊度对 FC 细菌去除的影响则较小且呈正相关。湿耙对 schmutzdecke 的干扰对病毒去除没有影响,但对细菌和浊度去除的影响较小,在干扰后 7 天或更长时间内测量。对于现有的粗砂 ISSF,这项研究表明,减少批量进料量,有效降低运行水头并增加孔:批量体积比,可以通过增加批量停留时间来提高其去除性能。

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