A control system includes one or more levels of control of power and energy. At one level, a first controller optimally divides power between two or more processes, to maximize instantaneous production, for a given amount of currently available power. In the case of EDR desalination, electric power is optimally divided between ion exchange membranes and pumps to maximize instantaneous production of desalinated water for a given amount of available electric power. Optionally, at another level, a second controller divides time-varying power between the processes fed by the first level controller and an energy storage unit, based on a prediction of future power availability and a function. In the EDR case, power generated by a photovoltaic array is divided between the EDR desalination process and a battery, based on a prediction of future PV power availability and a function, to ensure reliable water production in the future.

A method including determining a first value associated with a first component of a water filtration system using a first sensor of the water filtration system, determining whether the first component is degraded based on the first value, and in response to determining that the first component is degraded, initiating a shipment of a replacement component.

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.

Device for water disinfection by ultrafiltration. The device comprises a filtering assembly with at least one ultrafiltration membrane (6) inside a casing (10); a pump (5, 15), powered with electrical energy, configured for driving water to be filtered to said at least one ultrafiltration membrane (6); and an electric supply connection (2) for powering said pump (5) from a power supply. Said at least one ultrafiltration membrane is located in said casing (10) in a position in which it receives the feed flow of the water to be filtered by gravity or pressure; the electric power supply is provided by a battery included in a portable communication device (4); and the intensity of the current consumed by the pump (5, 15) is below 1.2 A, with a supply voltage of up to 24 V.

A method of operating a membrane is provided. The membrane comprises: a porous layer; a first electrically conductive layer located on a first side of the porous layer; and a second electrically conductive layer located on a second side of the porous layer. When an electric voltage is applied between the first and second electrically conductive layer across the porous layer, the membrane prevents moisture intrusion from a first surface of the membrane towards a second surface of the membrane. The method comprises applying an electric voltage between the first and second electrically conductive layer across the porous layer to prevent moisture intrusion from the first surface of the membrane towards the second surface of the membrane when it is desired to prevent moisture intrusion from the first surface towards the second surface. A membrane system for performing the method is also provided.

Device for water disinfection by ultrafiltration. The device comprises a filtering assembly with at least one ultrafiltration membrane (6) inside a casing (10); a pump (5, 15), powered with electrical energy, configured for driving water to be filtered to said at least one ultrafiltration membrane (6); and an electric supply connection (2) for powering said pump (5) from a power supply. Said at least one ultrafiltration membrane is located in said casing (10) in a position in which it receives the feed flow of the water to be filtered by gravity or pressure; the electric power supply is provided by a battery included in a portable communication device (4); and the intensity of the current consumed by the pump (5, 15) is below 1.2 A, with a supply voltage of up to 24 V.

Methods and system for real-time monitoring and control of an ultrafiltration/diafiltration (UF/DF) conditioned pool in a UF/DF recovery tank are disclosed. In various embodiments, a UF/DF pool is received at a recovery tank for conditioning or dilution by a buffer. Inline Raman measurements of the conditioned UF/DF pool may be performed and provided to a trained machine learning model as input. The machine learning model can then predict product quality attributes of the UF/DF conditioned pool, examples of said product quality attributes including protein concentration and osmolality of the conditioned UF/DF pool.

Disclosed is a water purification device based on filter cartridge anti-counterfeiting identification, comprising a filter cartridge assembly (1), a booster pump (2) and a membrane filter assembly (3); a water inlet and a water outlet of the filter cartridge assembly (1) are connected respectively to a water supply pipe and the booster pump (2), the water outlet of the booster pump is connected to a water inlet of the membrane filter assembly (3). The filter cartridge assembly (1) and the membrane filter assembly (3) are respectively provided with an identification chip to be identified and paired with an identifier installed on the water purification device; the booster pump (2) is connected to the identifier; the identifier transmits a signal to propel the booster pump (2) to work only after the identification chips are identified and paired with the identifier.

A filter assembly including an RFID tag, for use in monitoring fluid processing, as well as a system and a method for monitoring fluid processing, and a filter for use in the filter assembly, are disclosed.

A system and method for predictive analysis of Seawater Reverse Osmosis (SWRO) desalination plants receives first data associated with a SWRO plant, including a first set of parameters associated with seawater, a second set of parameters associated with a permeate, and a third set of parameters associated with a brine. The system determines a fourth set of parameters by applying normalization techniques to the received first data. The system determines, based upon the fourth set of parameters, a set of membrane performance parameters associated with the SWRO plant, or a set of diagnostic indicators associated with at least one of the SWRO plant and the seawater. The system outputs the determined set of membrane performance parameters or the set of diagnostic indicators.