Filter operation effects on plant-scale microbial risk: Opportunities for enhanced treatment performance

Dafne de Brito Cruz, Trevor J. Brown, Chao Jin, Kelsey L. Kundert, Norma J. Ruecker, Liza Ballantyne, Philip J. Schmidt, William B. Anderson, Monica B. Emelko
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Abstract

Granular media filtration remains a critical treatment process and regulatory requirement for managing pathogenic protozoa in drinking water. It is a dynamic process in which performance inherently varies. While research has focused on characterizing or maximizing (oo)cyst removal in individual filters, the risk implications of combinations of filters moving through different phases of the filter cycle (leading to temporal variation in plant-scale performance) have not been described. Increasing threats from climate-change-exacerbated landscape disturbances leading to more variable source water quality emphasize the need for such evaluations. Here, a modeling framework was developed to investigate the impacts of individual filter performance variation on plant-scale performance. It is shown that improving maximal removal during stable operation does not necessarily improve average performance. The effect of other design and operational strategies like increasing the number of filters or implementing proactive operations (e.g., avoiding breakthrough) are analyzed, thereby providing guidance for increasing treatment resilience.

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过滤器操作对工厂规模微生物风险的影响:提高处理性能的机会
颗粒介质过滤仍然是管理饮用水中致病原生动物的关键处理过程和监管要求。这是一个动态过程,在这个过程中,性能会发生固有的变化。虽然研究的重点是表征或最大限度地去除单个过滤器中的囊肿,但尚未描述过滤器组合在过滤器循环的不同阶段移动(导致工厂规模性能的时间变化)的风险影响。气候变化日益严重的威胁加剧了景观干扰,导致水源水质更加多变,这强调了进行此类评估的必要性。在此,开发了一个建模框架来研究单个过滤器性能变化对工厂规模性能的影响。研究表明,在稳定运行期间提高最大去除率并不一定能提高平均性能。分析了其他设计和操作策略的效果,如增加过滤器数量或实施主动操作(例如,避免突破),从而为提高治疗弹性提供指导。
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