Sensitivity Analysis of the Pressure-Based Direct Integrity Test for Membranes Used in Drinking Water Treatment

被引:6
|
作者
Minnery, John G. [1 ]
Jacangelo, Joseph G. [2 ,3 ]
Boden, Leslie I. [1 ]
Vorhees, Donna J. [1 ]
Heiger-Bernays, Wendy [1 ]
机构
[1] Boston Univ, Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02118 USA
[2] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Environm Hlth Sci, Div Environm Hlth Engn, Baltimore, MD 21205 USA
[3] MWH, Lovettsville, VA 20180 USA
关键词
NATURAL ORGANIC-MATTER; CONTACT-ANGLE; AMPHIPHILIC POLYMERS; UF-MEMBRANES; NANOFILTRATION MEMBRANE; UNCERTAIN NUMBERS; SURFACE-TENSION; BUBBLE; SIZE; CRYPTOSPORIDIUM;
D O I
10.1021/es902210r
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We conducted a sensitivity analysis of the commonly employed pressure-based direct integrity test (DIT), the most sensitive test for defects in low-pressure hollow fiber (LPHF) microfiltration and ultrafiltration systems used in drinking water treatment Incorporating uncertainty to assess the practice of DIT, we find the resolution in some tests may be insufficient to verify the presence of a barrier to oocysts of Cryptosporidium. Applying distributions and boundaries derived from literature and practice, we solved for the defect size resolution (DSR) using Monte Carlo and Probability Bounds Analysis for five commercial membrane designs. Surface tension was modeled using annual temperature profiles from three rivers. Contact angle measurement error and variability were derived from literature, respectively, as a standard deviation of 5.7 degrees and +/- 9.6 degrees median change due to natural organic matter (NOM) fouling. These measures of contact angle uncertainty and variability were combined in a normal distribution with the discrete values currently applied. Additionally we considered model uncertainty, applying the maximum bubble pressure method, an established method of surface tension measurement in liquids in which the maximum air pressure in a submerged capillary is developed after the contact angle becomes zero prior to bubble formation. Where the DSR exceeds 3 mu m the test design is not compliant with applicable drinking water regulations. Implications include uncertain and variable log-removal values (LRV) as determined by DIT due to the possible emergence of defects large enough to allow oocysts to pass without detection by the DIT. Specifically, we found the DSR may exceed 3 mu m and may be as large as 8 mu m. With the variable contact angle model, all lower bound possibilities are compliant, whereas the upper bound is over 80% noncompliant for three of five commercial designs. Using the Maximum Bubble Pressure Method, the lower bounds in three designs start to exceed 3 mu m for between 50 and 100% of the produced water, whereas the upper bounds of the DSR completely exceed 3 mu m for four of five commercial designs examined.
引用
收藏
页码:9419 / 9424
页数:6
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