A method for determining the optimal back-washing frequency and duration for dead-end microfiltration

被引:23
作者
Cogan, N. G. [1 ]
Chellam, Shankararaman [2 ]
机构
[1] Florida State Univ, Dept Math, Tallahassee, FL 32306 USA
[2] Univ Houston, Dept Civil & Environm Engn, Houston, TX 77204 USA
关键词
Colloidal fouling; Mathematical modeling; Dead-end filtration; Backwashing; Optimal control; FLOW MICROFILTRATION; WATER-TREATMENT; PILOT-SCALE; ULTRAFILTRATION; RECOVERY; PRETREATMENT; FILTRATION; MEMBRANES;
D O I
10.1016/j.memsci.2014.06.052
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Microfiltration is used in a variety of industrial and municipal water purification settings where one of the main concerns is fouling from the particulate matter that is removed from the water. Our focus has been on developing a unified model that captures fouling behavior in a consolidated manner rather than describing individual blocking regimes using power law models. The unified model provides greater insights into fouling mechanisms so that a deeper understanding of flux decline can be obtained. Moreover, by characterizing both forwards and backwashing behavior together, mathematical theory is available to develop strategies that increase the effectiveness of microfiltration in conjunction with backwashing used to regenerate the filter. We present a very simplified model that was developed to provide details regarding the mathematical analysis and how optimal control theory can be used to predict the timing and duration of backwashing that will optimize the overall water flow through the membrane. We use optimal control theory to derive an analytic solution to the optimal problem and develop a strategy to implement the solution. The model estimates of forward operation are compared with experimental data for constant pressure filtration and indicate that the model is able to capture the basic processes. More interestingly, the optimal control solution and proposed implementation strategy are consistent with empirical demonstrations but provide mathematical evidence that the flux may be increased dramatically by precise timing of the forward and backwashing cycles. Model predictions can be evaluated during pilot-testing that often precedes microfilter regulatory approval and plant design. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:410 / 417
页数:8
相关论文
共 28 条
[1]  
[Anonymous], 1967, Foundations of Optimal Control Theory
[2]   Modeling and experimental verification of pilot-scale hollow fiber, direct flow microfiltration with periodic backwashing [J].
Chellam, S ;
Jacangelo, JG ;
Bonacquisti, TP .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 1998, 32 (01) :75-81
[3]  
Chellam S, 1997, J AM WATER WORKS ASS, V89, P77
[4]   Existence of critical recovery and impacts of operational mode on potable water microfiltration [J].
Chellam, S ;
Jacangelo, JG .
JOURNAL OF ENVIRONMENTAL ENGINEERING, 1998, 124 (12) :1211-1219
[5]   Blocking laws analysis of dead-end constant flux microfiltration of compressible cakes [J].
Chellam, Shankararaman ;
Xu, Wendong .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 2006, 301 (01) :248-257
[6]   Colloidal and bacterial fouling during constant flux microfiltration: Comparison of classical blocking laws with a unified model combining pore blocking and EPS secretion [J].
Chellam, Shankararaman ;
Cogan, N. G. .
JOURNAL OF MEMBRANE SCIENCE, 2011, 382 (1-2) :148-157
[7]   Incorporating pore blocking, cake filtration, and EPS production in a model for constant pressure bacterial fouling during dead-end microfiltration [J].
Cogan, N. G. ;
Chellam, Shankar .
JOURNAL OF MEMBRANE SCIENCE, 2009, 345 (1-2) :81-89
[8]   Improvements in permeate flux by aluminum electroflotation pretreatment during microfiltration of surface water [J].
Gamage, Neranga P. ;
Rimer, Jeffrey D. ;
Chellam, Shankararaman .
JOURNAL OF MEMBRANE SCIENCE, 2012, 411 :45-53
[9]   A combined pore blockage and cake filtration model for protein fouling during microfiltration [J].
Ho, CC ;
Zydney, AL .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 2000, 232 (02) :389-399
[10]   Pretreatment for Low Pressure Membranes in Water Treatment: A Review [J].
Huang, Haioo ;
Schwab, Kellogg ;
Jacangelo, Joseph G. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2009, 43 (09) :3011-3019