Mineral scale monitoring for reverse osmosis desalination via real-time membrane surface image analysis
被引:62
作者:
Bartman, Alex R.
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h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USA
Bartman, Alex R.
[1
]
Lyster, Eric
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h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USA
Lyster, Eric
[1
]
Rallo, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rovira & Virgili, Dept Engn Informat & Matemat, Tarragona, Catalunya, SpainUniv Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USA
Rallo, Robert
[2
]
Christofides, Panagiotis D.
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机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
[1
]
Cohen, Yoram
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h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USA
Cohen, Yoram
[1
]
机构:
[1] Univ Calif Los Angeles, Dept Chem & Biomol Engn, Chem Engn Off, Los Angeles, CA 90095 USA
Reverse osmosis;
Image analysis;
Feed flow reversal;
Mineral scaling;
Process control;
CONCENTRATION POLARIZATION;
PHYSICAL ASPECTS;
BRACKISH-WATER;
KINETICS;
D O I:
10.1016/j.desal.2010.10.021
中图分类号:
TQ [化学工业];
学科分类号:
0817 ;
摘要:
An approach to real-time analysis of mineral scale formation on reverse osmosis (RO) membranes was developed using an ex-situ direct observation membrane monitor (MeMo). The purpose of such monitoring is to signal the onset of mineral scaling and provide quantitative information in order to appropriately initiate system cleaning/scale dissolution. The above is enabled by setting the MeMo operating conditions (cross flow velocity and transmembrane pressure) to closely match the conditions in the monitored membrane plant (e.g., in the tail RO element) in order to mimic the surface scaling processes taking place inside the monitored RO plant element. Mineral scale in the MeMo system is monitored by comparison of consecutive images of the membrane surface for the purpose of determining the evolution of the fractional coverage by mineral salt crystals and the corresponding crystal count in the monitored region. Through online image analysis, once crystal growth is determined to be above a prescribed threshold, one can then initiate any number of cleaning protocols. Through early detection of membrane scaling (i.e., before permeate flux decline is observed), enabled by the present monitoring approach, the system operator can prevent irreversible membrane damage and loss of system productivity. (C) 2010 Elsevier B.V. All rights reserved.
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Bartman, Alex R.
;
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
;
Cohen, Yoram
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Bartman, Alex R.
;
McFall, Charles W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
McFall, Charles W.
;
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
;
Cohen, Yoram
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Bartman, Alex R.
;
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
;
Cohen, Yoram
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Bartman, Alex R.
;
McFall, Charles W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
McFall, Charles W.
;
Christofides, Panagiotis D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
Christofides, Panagiotis D.
;
Cohen, Yoram
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA