10-06-2021 дата публикации
Номер: US20210171362A1
A predictive system for monitoring fouling of membranes of a desalination or water softening plant includes ultrafiltration (UF) membranes, reverse osmosis (RO) membranes, and/or nanofiltration (NF) membranes. In addition, the system includes one or more UF skids including a plurality of UF units. Each UF unit contains therein a plurality of UF membranes. Further, the system includes one or more RO/NF skids including one or more RO/NF arrays. Each of the one or more RO/NF arrays includes a plurality of RO units, with each RO unit containing therein a plurality of RO membranes, a plurality of NF units, with each NF unit containing therein a plurality of NF membranes, or a combination thereof. Still further, the system includes UF sensors and/or RO/NF sensors. The system also includes a controller comprising a processor in signal communication with the UF sensors and/or the RO/NF sensors. 1. A predictive system for monitoring fouling of membranes of a desalination or water softening plant comprising ultrafiltration (UF) membranes , reverse osmosis (RO) membranes , nanofiltration (NF) membranes , or a combination thereof , the system comprising:one or more UF skids comprising a plurality of UF units, each UF unit containing therein a plurality of UF membranes; a plurality of RO units, with each RO unit containing therein a plurality of RO membranes,', 'a plurality of NF units, with each NF unit containing therein a plurality of NF membranes, or', 'a combination thereof;, 'one or more RO/NF skids comprising one or more RO/NF arrays, wherein each of the one or more RO/NF arrays comprisesUF sensors configured to measure one or more of inlet temperature, inlet pressure, outlet pressure, flow rate, or a combination thereof for each of the one or more UF skids;RO/NF sensors configured to measure inlet temperature, feed pressure, outlet pressure, feed flow rate, permeate flow rate, total dissolved solids (TDS) in the permeate stream, or a combination thereof for each of the ...
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