Water Desalination and Reuse Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, 23955-6900, Saudi Arabia.
Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Julianalaan 67, 2628 BC, Delft, The Netherlands.
Water Res. 2016 Mar 15;91:55-67. doi: 10.1016/j.watres.2015.12.052. Epub 2016 Jan 2.
Feed spacers are important for the impact of biofouling on the performance of spiral-wound reverse osmosis (RO) and nanofiltration (NF) membrane systems. The objective of this study was to propose a strategy for developing, characterizing, and testing of feed spacers by numerical modeling, three-dimensional (3D) printing of feed spacers and experimental membrane fouling simulator (MFS) studies. The results of numerical modeling on the hydrodynamic behavior of various feed spacer geometries suggested that the impact of spacers on hydrodynamics and biofouling can be improved. A good agreement was found for the modeled and measured relationship between linear flow velocity and pressure drop for feed spacers with the same geometry, indicating that modeling can serve as the first step in spacer characterization. An experimental comparison study of a feed spacer currently applied in practice and a 3D printed feed spacer with the same geometry showed (i) similar hydrodynamic behavior, (ii) similar pressure drop development with time and (iii) similar biomass accumulation during MFS biofouling studies, indicating that 3D printing technology is an alternative strategy for development of thin feed spacers with a complex geometry. Based on the numerical modeling results, a modified feed spacer with low pressure drop was selected for 3D printing. The comparison study of the feed spacer from practice and the modified geometry 3D printed feed spacer established that the 3D printed spacer had (i) a lower pressure drop during hydrodynamic testing, (ii) a lower pressure drop increase in time with the same accumulated biomass amount, indicating that modifying feed spacer geometries can reduce the impact of accumulated biomass on membrane performance. The combination of numerical modeling of feed spacers and experimental testing of 3D printed feed spacers is a promising strategy (rapid, low cost and representative) to develop advanced feed spacers aiming to reduce the impact of biofilm formation on membrane performance and to improve the cleanability of spiral-wound NF and RO membrane systems. The proposed strategy may also be suitable to develop spacers in e.g. forward osmosis (FO), reverse electrodialysis (RED), membrane distillation (MD), and electrodeionisation (EDI) membrane systems.
流道隔片对于生物污损对螺旋卷式反渗透(RO)和纳滤(NF)膜系统性能的影响非常重要。本研究的目的是提出一种通过数值模拟、流道隔片的三维(3D)打印和实验膜污染模拟(MFS)研究来开发、表征和测试流道隔片的策略。各种流道隔片几何形状的水动力行为数值模拟结果表明,隔片对水动力和生物污损的影响可以得到改善。对于具有相同几何形状的流道隔片,模型预测的线性流速与压降之间的关系与实测值吻合较好,这表明建模可以作为隔片特征化的第一步。在实践中应用的流道隔片与具有相同几何形状的 3D 打印流道隔片的实验对比研究表明:(i)具有相似的水动力行为;(ii)随着时间的推移,压降的发展相似;(iii)在 MFS 生物污损研究中,生物量的积累相似,这表明 3D 打印技术是开发具有复杂几何形状的薄型流道隔片的替代策略。基于数值模拟结果,选择具有低压降的改良流道隔片进行 3D 打印。实践中使用的流道隔片与改良几何形状 3D 打印流道隔片的对比研究表明,3D 打印隔片在水动力测试中具有(i)更低的压降;(ii)在相同的生物量积累下,压降随时间的增加幅度更低,这表明改良流道隔片的几何形状可以降低生物膜形成对膜性能的影响。流道隔片的数值模拟与 3D 打印流道隔片的实验测试相结合是一种很有前途的策略(快速、低成本且具有代表性),可用于开发旨在降低生物膜形成对膜性能的影响并提高螺旋卷式 NF 和 RO 膜系统清洁性的先进流道隔片。该策略还可能适用于开发例如正向渗透(FO)、反向电渗析(RED)、膜蒸馏(MD)和电去离子(EDI)膜系统中的隔片。