Separation processes are commonly used to isolate components of multi-component liquids in a variety of technology areas. For example, in mining operations, separation processes may be used to separate multi-component liquids into components, e.g., slurries of ore into solid and liquid components. Separation processes are also common in medicine. Blood components are often separated from whole blood for transfusion or therapeutic purposes. Apheresis is one example of a blood separation process in which components are separated from whole blood.
In some separation processes, the purity of the components being separated from a multi-component liquid may be important. For example, some apheresis processes are performed to collect a particular target component from blood, e.g., mononuclear cells, for therapeutic reasons. In these separation processes it may be important to collect as much of the target component as possible with as little of the other components as possible. Providing mechanisms in the separation process to control the purity of a target component being collected may be useful.
Embodiments of the present invention have been made in light of these and other considerations. However, the problems discussed above do not limit the applicability of the embodiments of the present invention to other applications.
The summary is provided to introduce aspects of some embodiments of the present invention in a simplified form, and is not intended to identify key or essential elements of the claimed invention, nor is it intended to limit the scope of the claims.
Embodiments of the present invention relate to processes and systems for determining a gain for use in a control loop of a separation process and using the gain during the separation process. Embodiments provide for receiving first data related to an amount of a first component in a multi-component liquid. The multi-component liquid may be separated into at least two components. A gain may be determined based on the first data. The gain may then be used to control a position of an interface between two separated components of the multi-component liquid. Components of the multi-component liquid may then be collected after separation. Embodiments may additionally involve receiving data regarding the position of the interface and using the determined gain to change the position of the interface. Other embodiments may involve determining a metric based on the first data and selecting a gain based on the metric.
Non-limiting and non-exhaustive embodiments are described with reference to the following figures.
The principles of the present invention may be further understood by reference to the following detailed description and the embodiments depicted in the accompanying drawings. It should be understood that although specific features are shown and described below with respect to detailed embodiments, the present invention is not limited to the embodiments described below.
Reference will now be made in detail to the embodiments illustrated in the accompanying drawings. Wherever possible, the same reference numbers are used in the drawings and the description to refer to the same or like parts.
System 100 also includes a processor 140, which is connected to pump 124, pump 132, and module 120. In addition, system 100 includes control loops 144 and 148 that allow processor 140 to control pump 124 and pump 132 and consequently the collection of the component 108 and component 112. As described in greater detail below, processor 140 may receive data from module 120 regarding the separation of multi-component liquid 104, and in response adjust the speed of pump 124 and/or pump 132.
Although module 120 is illustrated in
In embodiments, module 120 may include hardware and/or software that receives first data regarding an amount of a component in the multi-component liquid 104, and also receives second data regarding separation and/or collection of a component of the multi-component liquid 104. The first and second data may then be sent to processor 140. Processor 140 may then adjust the speed of pump 124 or pump 132 depending on the data.
In one embodiment, module 120 may include a user interface that allows an operator of system 100 to enter first data. The first data may be a concentration of one component in the multi-component liquid 104. In other embodiments, module 120 may include a data receiving system that generates first data indicating a concentration of one or more components in the multi-component liquid 104. As described in greater detail below, the first data may be used to set a control gain for control loops 144 and/or 148.
In addition, module 120 may also generate second data regarding the separation of the multi-component liquid 104. This second data may indicate a variety of different conditions, non-limiting examples including, whether multi-component liquid 104 is being properly separated (e.g., whether components are well separated into distinct layers), or the location of an interface between two components that have been separated. As noted below, the second data may be used to adjust pump speeds of pump 124 and/or pump 132. The adjustment of the pumps (124, 132) may also utilize the control gain determined from the first data.
In embodiments, system 100 may operate as follows. First data, regarding a concentration of one component in the multi-component liquid 104 may be received by processor 140 for example from module 120. As noted above, the first data may originate from an operator, or from a system such as module 120. The first data may then be used to determine a control gain for the control loop 144 and/or control loop 148. In embodiments, the control gain is used when changing speeds of the pumps (124, 132).
As may be appreciated, the control gain used for the control loops (144, 148) may affect the separation of the multi-component liquid. If the control gain is high, then when the speed of a pump is changed, the change may occur rapidly. If the control gain is low, the pump may change speeds more slowly. If there is a low concentration of a first component in the multi-component liquid, changing the pump speed quickly may cause a second (different) component to be swept into the collection of the first component. In other words, the quick change in speed may cause other components to be collected with the first component, reducing the purity of the first component. However, in embodiments where there is a high concentration of the first component, a high control gain, which causes the pump speed to change more rapidly, may be useful in collecting the first component.
Referring back to operation of system 100 (
It is noted that system 100 may be used to separate any component from any multi-component stream. The use of a concentration to determine a control loop gain may be applied, in embodiments, to any separation process that includes a control loop, such as any separation process that includes a pump control loop.
As noted above, embodiments are directed to methods, systems, and devices that may be used to separate any multi-component stream into one or more components. The embodiments in
As shown in
Pump 832 removes the separated plasma 816 through conduit 836, which has an inlet toward a top of channel 800. Conduit 840 has an inlet toward a bottom of channel 800, which allows red blood cells 808 to be removed from channel 800. Finally, conduit 844 is used to remove white blood cells/platelets 812 from channel 800 and into chamber 820, where the platelets are separated from the white blood cells. A pump 848 may be used to remove white blood cells and platelets from chamber 820 after separation.
As can be appreciated, the position of the interfaces 900 and 904 may change, depending on a number of factors, non-limiting examples including the concentration of the components in the whole blood 804 (e.g., more red blood cells may raise the level of the interfaces 900 and 904) or the speed at which pumps may be drawing out components from channel 800 (e.g, lower pump speeds may lower the level of the interfaces 900 and 904). Accordingly, embodiments may be implemented as part of feedback loops that control the level of interfaces 900 and 904 in order to collect one or more components, e.g. white blood cells/platelets.
In operation, whole blood may be introduced into a channel in centrifuge 1028. Motor 1024, under control of processor 1020, spins centrifuge 1028 and separates whole blood into components. In embodiments, pump 1008 may pump plasma from the channel, while pump 1012 may pump white blood cells/platelets, and pump 1016 may pump red blood cells.
In embodiments, during separation of whole blood into components, data receiving system 1004 receives data regarding interfaces between components; see e.g., interfaces 900 and 904 (
In embodiments, processor 1020 also receives data regarding the concentration of one of the components in the whole blood, e.g., platelets. Processor 1020 in embodiments receives this information prior to receiving interface data from receiving system 1004, as described above. Processor 1020 may then utilize the data regarding concentration to select a control gain to use when it changes the speed of pumps (1008, 1012, and 1016). In some embodiments, the concentration of one of the components may be input by an operator. Alternatively, the data receiving system 1004 may receive data that is indicative of the concentration of one of the components.
In some embodiments, system 1000 may perform an interface set up procedure, which establishes and recognizes interfaces between the separated components; see e.g., interfaces 900 and 904 (
In embodiments, the data receiving system 1004 may generate data by detecting light that is transmitted or reflected by the whole blood and/or its components. In one embodiment, the data generated by data receiving system 1004 may be entered into a mathematical function to generate a metric. The metric may then be correlated to a previously established control gain.
It is noted that in embodiments, data receiving system 1004 may utilize different mechanisms, components, or systems, for capturing data regarding the multi-component liquid or components in the liquid, e.g., concentration of components in a multi-component liquid such as whole blood, or information regarding the interfaces between separated components. In embodiments, data receiving system 1004 may include one or more light sources and one or more light detectors. The light source(s) (e.g., LED's) may be positioned so that light is directed at the whole blood or the components in whole blood after separation. The detector(s) may then be positioned to detect the amount of light that is transmitted, reflected, or both transmitted and reflected. This received light intensity data may indicate a variety of different conditions, non-limiting examples including, whether the whole blood is being properly separated or the location of an interface between two components that have been separated. The data may also be correlated to component concentrations. In some embodiments, data receiving system 1004 may be an optical system such as imaging system 1100 described with respect to
In embodiments, camera 1104 and camera 1108 are directed at chamber 1120 and capture image data of white blood cells/platelets as they are being separated in chamber 1120. Camera 1112 captures image data of components as they are separated from whole blood in centrifuge 1116 and/or image data showing an interface between separated components and the location of the interface in relation to a collection tube. The cameras may be connected to a processor, such as processor 1020, which may use the image data generated by the cameras to control pumps or a motor spinning centrifuge 1116 using control loops such as control loops 1032, 1036, and 1038. In some embodiments, module 120 (
The imagining system 1100, as depicted in
It is noted that in some embodiments, a separation system may incorporate one or more of the features described above with respect to
Flow chart 1200 illustrates a process consistent with an embodiment of the present invention. In embodiments, flow chart 1200 may be implemented by a separation system such as system 100 (
Flow chart 1200 starts at 1204. Flow passes from 1204 to step 1208, where first data may be received. The first data may be data indicating a concentration of components in the multi-component liquid. In embodiments, step 1208 may involve some optional sub-steps. For example, in one embodiment, an operator may input a concentration into a user interface (UI) at sub-step 1212, such as user interface 608 (
In other embodiments, the data received at step 1208 may be received from an imaging system such as system 1100. For example, the data may be image data taken by one or more cameras. In this embodiment, at sub-step 1216, data from an imaging system would be received. In other embodiments, the data may be received from a light detector that detects light transmitted or reflected by the multi-component liquid and/or the separated components.
After step 1208, flow passes to step 1220, where, based on the data received at step 1208, a determination is made as to the gain to be used when changing speed of a pump pumping the multi-component liquid (or a separated component of the multi-component liquid). Step 1220 may also involve a number of sub-steps.
In embodiments, the data received at step 1208, as discussed above, may be data from an imaging system. Accordingly, a sub-step 1224 may be performed to calculate a metric from the data that has been received.
Finally,
In embodiments, as part of step 1220, data such as the data illustrated in
In some embodiments, the function used to generate the metric may generate metric values of between about 0 to about 60.
In the embodiment illustrated in
The specific embodiment illustrated in
Referring back to flow 1200, another sub-step 1228 that may be performed as part of step 1220 is to associate the data or calculated metric to a control gain. In some embodiments, when the data received at step 1208 is a concentration, sub-step 1228 may involve looking up the received concentration in a table that associates the concentration to control gain values. In other embodiments, a metric may be calculated at sub-step 1224 and the metric value may be used to find an associated control gain, e.g, by looking up the metric in a table that associates metrics to control gain values, in sub-step 1228. As one example, data/metric values that indicate a relatively low concentration of a component may be associated with lower control gain values while relatively higher concentrations may be associated with higher control gain values. However, in other embodiments, data/metric values that indicate a relatively low concentration of a component may be associated with higher control gain values while relatively higher concentrations may be associated with lower control gain values.
From step 1220, flow 1200 proceeds to step 1232 where data regarding position of an interface is received. The interface may be between two components that have been separated from a multi-component liquid. Step 1232 may be performed to determine where the interface is positioned relative to an inlet for a conduit. The conduit may be used to direct flow of one of the components, after separation from the multi-component liquid, into a collection container.
In embodiments, step 1232 may involve one or more sub-steps. For example, in one embodiment, an imaging system may transmit the data received at step 1232. In these embodiments, step 1232 may involve a sub-step 1236 of receiving data from an imaging system, such as imaging system 1100 (
After step 1232, flow 1200 passes to step 1240 where the gain previously determined at step 1220 is used to change a position of the interface. In one embodiment, changing a position of the interface may involve changing a pump rate. Accordingly, at sub-step 1244 a pump rate may be changed, using the control gain determined at step 1220.
Flow then passes to step 1248 where the components separated from the composite liquid are collected. The components may be collected in various containers. For example, in an embodiment where whole blood is being separated, the blood components may be collected in bags that can then be used to later transfuse into a patient or further processed. From step 1248, some embodiments provide for looping back to step 1232 if the separation process is continuing. If a determination 1252 is made that the process is done, flow 1200 ends at 1256.
Although flow 1200 has been described with steps listed in a particular order, the present invention is not limited thereto. In other embodiments, steps may be performed in different order, in parallel, or any different number of times, e.g., before and after another step. Also, as indicated above, flow 1200 includes some optional steps/sub-steps. However, those steps above that are not indicated as optional should not be considered as essential to the invention, but may be performed in some embodiments of the present invention and not in others.
Basic computer system 1700 may also include one or more processor(s) 1712 and memory 1716, according to embodiments of the present invention. In embodiments, the processor(s) 1712 may be a general purpose processor(s) operable to execute processor executable instructions stored in memory 1716. Processor(s) 1712 may include a single processor or multiple processors, according to embodiments. Further, in embodiments, each processor may be a single core or a multi-core processor, having one or more cores to read and execute separate instructions. The processors may include, in embodiments, general purpose processors, application specific integrated circuits (ASICs), field programmable gate arrays (FPGAs), and other integrated circuits.
The memory 1716 may include any tangible storage medium for short-term or long-term storage of data and/or processor executable instructions. The memory 1716 may include, for example, Random Access Memory (RAM), Read-Only Memory (ROM), or Electrically Erasable Programmable Read-Only Memory (EEPROM). Other storage media may include, for example, CD-ROM, tape, digital versatile disks (DVD) or other optical storage, tape, magnetic disk storage, magnetic tape, other magnetic storage devices, etc.
Storage 1728 may be any long-term data storage device or component. Storage 1728 may include one or more of the devices described above with respect to memory 1716. Storage 1728 may be permanent or removable.
Computer system 1700 also includes communication devices 1736. Devices 1736 allow system 1700 to communicate over networks, e.g., wide area networks, local area networks, storage area networks, etc., and may include a number of devices such as modems, hubs, network interface cards, wireless network interface cards, routers, switches, bridges, gateways, wireless access points, etc.
The components of computer system 1700 are shown in
In embodiments, system 100 (
It will be apparent to those skilled in the art that various modifications and variations can be made to the methods and structure of the present invention without departing from its scope. Thus it should be understood that the invention is not be limited to the specific examples given. Rather, the invention is intended to cover modifications and variations within the scope of the following claims and their equivalents.
While example embodiments and applications of the present invention have been illustrated and described, it is to be understood that the invention is not limited to the precise configuration and resources described above. Various modifications, changes, and variations apparent to those skilled in the art may be made in the arrangement, operation, and details of the methods and systems of the present invention disclosed herein without departing from the scope of the claimed invention.
This application claims priority to U.S. Provisional Patent Application No. 61/972,055, filed Mar. 28, 2014, and entitled GAIN IN SEPARATION PROCESSES WITH CONTROL LOOP, which is hereby incorporated by reference in its entirety as if set forth herein in full.
Number | Name | Date | Kind |
---|---|---|---|
4151844 | Cullis et al. | May 1979 | A |
4493691 | Calari | Jan 1985 | A |
4557719 | Neumann et al. | Dec 1985 | A |
4670002 | Koreeda et al. | Jun 1987 | A |
4724317 | Brown et al. | Feb 1988 | A |
4834707 | Evans | May 1989 | A |
4834890 | Brown et al. | May 1989 | A |
5076911 | Brown et al. | Dec 1991 | A |
5104526 | Brown et al. | Apr 1992 | A |
5260598 | Brass et al. | Nov 1993 | A |
5282982 | Wells | Feb 1994 | A |
5316667 | Brown et al. | May 1994 | A |
5322620 | Brown et al. | Jun 1994 | A |
5414778 | Schwartz et al. | May 1995 | A |
5653887 | Wahl et al. | Aug 1997 | A |
5658240 | Urdahl | Aug 1997 | A |
5741213 | Kouchi et al. | Apr 1998 | A |
5958250 | Brown et al. | Sep 1999 | A |
5980757 | Brown et al. | Nov 1999 | A |
5984892 | Bedingham | Nov 1999 | A |
6026174 | Palcic et al. | Feb 2000 | A |
6053856 | Hlavinka | Apr 2000 | A |
6078680 | Yoshida et al. | Jun 2000 | A |
6334842 | Hlavinka et al. | Jan 2002 | B1 |
6358409 | Jacoby, Jr. | Mar 2002 | B1 |
6506606 | Winkelman et al. | Jan 2003 | B1 |
6514189 | Hlavinka et al. | Feb 2003 | B1 |
6707952 | Tan et al. | Mar 2004 | B1 |
6790371 | Dolecek | Sep 2004 | B2 |
7029430 | Hlavinka et al. | Apr 2006 | B2 |
7327443 | Scibona et al. | Feb 2008 | B2 |
7355685 | Scibona et al. | Apr 2008 | B2 |
7422693 | Carter et al. | Sep 2008 | B2 |
7605388 | Carter et al. | Oct 2009 | B2 |
7906771 | Carter et al. | Mar 2011 | B2 |
7943916 | Carter et al. | May 2011 | B2 |
8609339 | Suo | Dec 2013 | B2 |
20020031255 | Kasdan et al. | Mar 2002 | A1 |
20020148787 | Dolecek et al. | Oct 2002 | A1 |
20030036751 | Anderson et al. | Feb 2003 | A1 |
20040153128 | Suresh et al. | Aug 2004 | A1 |
20050051466 | Carter et al. | Mar 2005 | A1 |
20070085996 | Mangan et al. | Apr 2007 | A1 |
20080041772 | Sweat et al. | Feb 2008 | A1 |
20080283781 | Carter | Nov 2008 | A1 |
20110269614 | Lindner et al. | Nov 2011 | A1 |
Number | Date | Country |
---|---|---|
3413065 | Oct 1984 | DE |
0392475 | Oct 1990 | EP |
1146748 | Oct 2001 | EP |
H01216242 | Aug 1989 | JP |
9908091 | Feb 1999 | WO |
2002013139 | Feb 2002 | WO |
2006071302 | Jul 2006 | WO |
2008021633 | Feb 2008 | WO |
Entry |
---|
International Search Report and Written Opinion, PCT/US2015/023095, dated Jul. 28, 2015. |
Perona et al, Scale-Space and Edge Detection Using Anisotropic Diffusion, IEEE Transactions on Pattern Analysis and Machine Intelligence, 1990 v. 12, No. 7, pp. 629-639. |
Salgaller, Michael L., “Á Manifesto on the Current State of Dendritic Cells in Adoptive Immunotherapy”, Transfusion, 2003, 48:422-424. |
Number | Date | Country | |
---|---|---|---|
20150273128 A1 | Oct 2015 | US |
Number | Date | Country | |
---|---|---|---|
61972055 | Mar 2014 | US |