The present invention relates, in general, to medical devices and systems and, in particular, to infusion pumps, infusion pump systems and associated methods.
Electrokinetic pumps provide for liquid displacement by applying an electric potential across a porous dielectric media that is filled with an ion-containing electrokinetic solution. Properties of the porous dielectric media and ion-containing solution (e.g., permittivity of the ion-containing solution and zeta potential of the solid-liquid interface between the porous dielectric media and the ion-containing solution) are predetermined such that an electrical double-layer is formed at the solid-liquid interface. Thereafter, ions of the electrokinetic solution within the electrical double-layer migrate in response to the electric potential, transporting the bulk electrokinetic solution with them via viscous interaction. The resulting electrokinetic flow (also known as electroosmotic flow) of the bulk electrokinetic solution is employed to displace (i.e., “pump”) a liquid. Further details regarding electrokinetic pumps, including materials, designs, and methods of manufacturing are included in U.S. patent application Ser. No. 10/322,083 filed on Dec. 17, 2002, which is hereby incorporated in full by reference.
One exemplary embodiment is directed to a method of locating a moveable partition's location for an infusion pump using one or more displacement sensors, such as sensors that can provide a signal based at least in part upon the partition's position (e.g., sensors that can detect a magnetic field such as an anisotropic magnetic resistive sensor). A potential range of moveable partition positions can be selected, and the range can be segmented into a set of potential positions (e.g., a set of equally spaced potential positions). Selection of the potential range can be based upon using a last designated position of the moveable partition, and can further include selecting a distance before and after the last designated position. A set of error measures can be calculated, with each error measure corresponding to one potential position in the potential range. Each error measure can be based at least in part upon an actual displacement sensor signal from at least one displacement sensor and the potential position to which the error measure is associated. A new partition position can be chosen from the set of potential positions by setting the new position equal to the potential position associated with the lowest calculated error measure in the set of error measures. The new moveable partition position can be used to determine an amount of fluid displacement within or from the infusion pump based upon the displacement of the partition (e.g., the difference between the new position and a former position). The new partition position can also be used in a closed loop control algorithm to control subsequent fluid delivery. The exemplary embodiment can be used on a variety of infusion pumps such as infusion pumps with an electrokinetic engine, and/or generally those utilizing a non-mechanically-driven moveable partition.
An error measure, for the exemplary embodiment, can be determined, at least in part, by calculating a measure of a difference between the actual displacement sensor signal and a predicted displacement sensor signal for at least one potential position in the potential range. Predicted displacement sensor signals for each sensor can be provided by a calibrated model, such as a fitted polynomial. In one instance, each error measure at a potential position can be a mean square error, which can be found by summing the squares of a set of calculated differences between the actual displacement sensor signal and a predicted displacement sensor signal for each of the displacement sensors, the predicted displacement sensor signal depending at least in part on the potential position. In other instances, not all of the sensor signals are utilized in calculating an error measure when a plurality of sensors are used in an infusion pump. For example, only the two displacement sensors located closest to the moveable partition (e.g., the last known position of the partition could be used) can be employed.
In a potential aspect of the exemplary embodiment, a lowest error measure in a set of error measures associated with a potential range of partition positions can be identified according to the following steps. An error measure is calculated at a current potential position for the moveable partition. A candidate position of the moveable partition can be set equal to either the current potential position or a previously calculated potential position depending upon the error measures associated with the positions (e.g., choosing the potential position with the lower error measure). These steps can be repeated for each of the potential positions in the range, and the new partition position can be set equal to the last candidate position value.
In accord with the exemplary embodiment, the steps of the method can be repeated as the moveable partition proceeds through the infusion pump. In particular, after each successive repetition of the steps, new actual sensor signals can be obtained for use with the subsequent repetition of the steps. Alternatively, the steps can be repeated using a particular set of actual sensor signals. Each successive repetition of steps can segment a corresponding potential range of positions into equally spaced potential positions that are closer together, with the corresponding potential range becoming smaller with each successive repetition of steps. For example, each successive repetition of steps can reduce the corresponding potential range by a factor of at least about two, and/or reduce the segmentation spacing between potential positions by a factor of at least about two.
Another exemplary embodiment is directed toward a system for locating a position of a moveable partition in an infusion pump that includes a magnet coupled to the moveable partition, and one or more magnetic sensors (e.g., anisotropic magnetic resistive sensors). The magnetic sensors can be coupled to the infusion pump's body (e.g., at least two magnetic sensors disposed along a distance traversable by the partition). Each of the magnetic sensors can emit a signal when subjected to a magnetic field. The system can also include a processor coupled to each of the magnetic sensors.
The processor of the system can be configured to carry out any of the functionalities described by embodiments described herein. For example, the processor can be configured to identify the position of the moveable partition at least in part by calculating a set of error measures over a potential range of positions. The set of error measures can depend in part upon at least one actual sensor measurement and a set of potential positions within the potential range. The processor can be configured to identify a moveable partition's position by equating it with a corresponding potential position having a lowest error measurement. Furthermore, the processor can be configured to calculate the set of error measures based upon any of the techniques described herein.
The system can further include a memory configured to store data utilized to identify a predicted sensor signal for a magnetic sensor at each of a set of potential positions that can be used to calculate error measures. For example, the memory can store the coefficients of a polynomial function that can model a sensor signal. The system can also include a closed loop controller that is coupled to the processor. Such a controller can receive a position from the processor and use the position to control fluid flow associated with the infusion pump.
Certain exemplary embodiments will now be described to provide an overall understanding of the principles of the structure, function, manufacture, and use of the devices and methods disclosed herein. One or more examples of these embodiments are illustrated in the accompanying drawings. Those of ordinary skill in the art will understand that the devices and methods specifically described herein and illustrated in the accompanying drawings are non-limiting exemplary embodiments and that the scope of the present invention is defined solely by the claims. The features illustrated or described in connection with one exemplary embodiment may be combined with the features of other embodiments. It should also be understood that for the various steps of the methods discussed herein, the order of the steps need not follow the description's order of describing the steps, unless otherwise explicitly stated. Such modifications and variations are intended to be included within the scope of the present invention.
Electrokinetic Infusion Pump Systems
Referring to
Electrokinetic infusion pump systems according to embodiments of the present invention, including electrokinetic infusion pump system 100, can be employed to deliver a variety of medically useful infusion liquids such as, for example, insulin for diabetes; morphine and other analgesics for pain; barbiturates and ketamine for anesthesia; anti-infective and antiviral therapies for Acquired Immune Deficiency Syndrome (AIDS); antibiotic therapies for preventing infection; bone marrow for immunodeficiency disorders, blood-borne malignancies, and solid tumors; chemotherapy for cancer; dobutamine for congestive heart failure; monoclonal antibodies and vaccines for cancer, brain natiuretic peptide for congestive heart failure, and vascular endothelial growth factor for preeclampsia. The delivery of such infusion liquids can be accomplished via any suitable route including subcutaneously, intravenously or intraspinally.
Electrokinetic infusion pump 102 includes an electrokinetic engine 106 and an infusion module 108. Electrokinetic engine 106 includes an electrokinetic supply reservoir 110, electrokinetic porous media 112, electrokinetic solution receiving chamber 114, first electrode 116, second electrode 118 and electrokinetic solution 120 (depicted as upwardly pointing chevrons).
The pore size of porous media 112 can be, for example, in the range of 100 nm to 200 nm. Moreover, porous media 112 can be formed of any suitable material including, for example, Durapore Z PVDF membrane material available from Millipore, Inc. USA. Electrokinetic solution 120 can be any suitable electrokinetic solution including, but not limited to, 10 mM TRIS/HCl at a neutral pH.
Infusion module 108 includes electrokinetic solution receiving chamber 114 (which is also considered part of electrokinetic engine 106), infusion module housing 122, movable partition 124, infusion reservoir 126, infusion reservoir outlet 128 and infusion liquid 130 (depicted as dotted shading). Although the position detector of infusion module 108 is not depicted in
Closed loop controller 104 includes voltage source 132 and is configured to receive feedback signal FB from the position detector and to be in electrical communication with first and second electrodes 116 and 118. Electrokinetic engine 106, infusion module 108 and closed loop controller 104 can be integrated into a single assembly, into multiple assemblies or can be separate units.
During operation of electrokinetic infusion pump system 100, electrokinetic engine 106 provides the driving force for displacing (pumping) infusion liquid 130 from infusion module 108. To do so, a voltage difference is established across electrokinetic porous media 112 by the application of an electrical potential between first electrode 116 and second electrode 118. This electrical potential results in an electrokinetic pumping of electrokinetic solution 120 from electrokinetic supply reservoir 110, through electrokinetic porous media 112, and into electrokinetic solution receiving chamber 114.
As electrokinetic solution receiving chamber 114 receives electrokinetic solution 120, movable partition 124 is forced to move in the direction of arrows A1. Such movement is evident by a comparison of
It is evident from the description above and a comparison of
The rate of displacement of infusion liquid 130 from infusion reservoir 126 is directly proportional to the rate at which electrokinetic solution 120 is pumped from electrokinetic supply reservoir 110 to electrokinetic solution receiving chamber 114. The proportionality between the rate of displacement of the infusion liquid (such as an insulin containing infusion liquid) and the rate at which the electrokinetic solution is pumped can be, for example, in the range of 1:1 to 4:1. Furthermore, the rate at which electrokinetic solution 120 is pumped from electrokinetic supply reservoir 110 is a function of the voltage and current applied by first electrode 116 and second electrode 118 and various electro-physical properties of electrokinetic porous media 112 and electrokinetic solution 120 (such as, for example, zeta potential, permittivity of the electrokinetic solution and viscosity of the electrokinetic solution).
Further details regarding electrokinetic engines, including materials, designs, operation and methods of manufacturing, are included in U.S. patent application Ser. No. 10/322,083 filed on Dec. 17, 2002, which has been incorporated by reference. Other details are also discussed in U.S. patent application Ser. No. 11/112,867 filed on Apr. 21, 2005, which is hereby incorporated herein by reference in its entirety. More details are also disclosed in the U.S. patent application entitled “Electrokinetic Infusion Pump System” (Attorney Docket No. 106731-5), filed concurrently herewith. Although a particular electrokinetic engine is depicted in a simplified manner in
A position detector of an electrokinetic infusion pump 102 can be configured to sense (or determine) the position of movable partition 124. Based on the sensed position of movable partition 124 (as communicated by feedback signal FB), closed loop controller 104 can determine the dispensing state (e.g., the displacement position of movable partition 124 at any given time and/or as a function of time, the rate of displacement of infusion liquid 130 from infusion reservoir 126, and the rate at which electrokinetic solution 120 is pumped from electrokinetic supply reservoir 110 to electrokinetic solution receiving chamber 114).
Based on such a determination of dispensing state, closed loop controller 104 can control (i.e., can command and manage) the dispensing state by, for example, (i) adjusting the voltage and/or current applied between first electrode 116 and second electrode 118 or (ii) maintaining the voltage between first electrode 116 and second electrode 118 constant while adjusting the duration during which power is applied between the first electrode 116 and the second electrode 118. For example, by adjusting the voltage and/or current applied across first electrode 116 and second electrode 118, the rate at which electrokinetic solution 120 is displaced from electrokinetic supply reservoir 110 to electrokinetic solution receiving chamber 114 and, therefore, the rate, at which infusion liquid 130 is displaced through infusion reservoir outlet 128, can be accurately and beneficially controlled.
The closed loop control of electrokinetic infusion pumps described above beneficially compensates for variations that may cause inconsistent displacement (i.e., dispensing) of infusion liquid 130 including, but not limited to, variations in temperature, downstream resistance, occlusions and mechanical friction.
Electrokinetic supply reservoir 110 can be partially or wholly collapsible. For example, electrokinetic supply reservoir 110 can be configured as a collapsible sack. Such collapsibility provides for the volume of electrokinetic supply reservoir 110 to decrease as electrokinetic solution 120 is displaced therefrom. Such a collapsible electrokinetic supply reservoir can also serve to prevent formation of a vacuum within electrokinetic supply reservoir 110.
Infusion module housing 122 can be, for example, at least partially rigid to facilitate the movement of movable partition 124 and the reception of electrokinetic solution 120 pumped from electrokinetic supply reservoir 110.
Movable partition 124 is configured to prevent migration of electrokinetic solution 120 into infusion liquid 130, while minimizing resistance to its own movement (displacement) as electrokinetic solution receiving chamber 114 receives electrokinetic solution 120 pumped from electrokinetic supply reservoir 110. Movable partition 124 can, for example, include elastomeric seals that provide intimate, yet movable, contact between movable partition 124 and infusion module housing 122. In addition, movable partition 124 can have, for example, a piston-like configuration or be configured as a movable membrane and/or bellows.
Electrokinetic infusion pump 202 and closed loop controller 204 can be handheld, and/or mounted to a user by way of clips, adhesives or non-adhesive removable fasteners. For example, electrokinetic infusion pump system 200 can be configured to be worn on a user's belt, thereby providing an ambulatory electrokinetic infusion pump system. In addition, closed loop controller 204 can be directly or wirelessly connected to a remote controller or other auxiliary equipment (not shown in
Although not necessarily depicted in
Display 240 can be configured, for example, to display a variety of information, including infusion rates, error messages and logbook information. During use of electrokinetic infusion pump system 200, and subsequent to electrokinetic infusion pump 202 having been filled with infusion liquid, electrokinetic infusion pump 202 is inserted into insertion port 244. Upon such insertion, operative electrical communication is established between closed loop controller 204 and electrokinetic infusion pump 202. Such electrical communication includes the ability for closed loop controller 204 to receive a feedback signal FB from an anisotropic magnetic resistive displacement position sensor of electrokinetic infusion pump 202 and operative electrical contact with first and second electrodes of electrokinetic infusion pump 202.
One skilled in the art will recognize that an infusion set (not shown but typically including, for example, a connector, tubing, needle and/or cannula and an adhesive patch) can be connected to the infusion reservoir outlet of electrokinetic infusion pump 202 and, thereafter, primed. As may be suitable for a particular infusion set, such attachment and priming can occur before or after electrokinetic infusion pump 202 is inserted into insertion port 244. After determining the position of a movable partition of electrokinetic infusion pump 202, voltage and current are applied across the electrokinetic porous media of electrokinetic infusion pump 202, thereby dispensing (pumping) infusion liquid.
Position Detectors
Various exemplary embodiments are directed to methods and systems for detecting the delivery of infusion liquids from an electrokinetic infusion pump. In particular embodiments, a position detector can be utilized to identify the delivery of the infusion liquid. Although many of the various position detectors described in the present application are described in the context of their use with electrokinetic engines, embodiments using other engines are also within the scope of embodiments of the present invention. Position detectors, as described in the present application, can be useful in many types of infusion pumps. These include pumps that use engines or driving mechanisms that generate pressure pulses in a hydraulic medium in contact with the moveable partition in order to induce partition movement. These driving mechanisms can be based on gas generation, thermal expansion/contraction, and expanding gels and polymers, used alone or in combination with electrokinetic engines. As well, engines in infusion pumps that utilize a moveable partition to drive delivery an infusion fluid (e.g., non-mechanically-driven partitions of an infusion pump such as hydraulically actuated partitions) can utilize a position detector to determine the location of the moveable partition.
One exemplary embodiment is drawn to a method of sensing fluid displacement in an infusion pump (e.g., an electrokinetic infusion pump). In particular, the infusion pump is actuated for moving a moveable partition to displace fluid from the pump. A position detector is utilized to detect the position of the moveable partition. The position of the moveable partition can be related to a quantity of fluid displaced from the pump. In another exemplary embodiment, a fluid delivery detector for an infusion pump includes a magnet coupled to a moveable partition of the pump. The position of the moveable partition can be correlated with an amount of fluid in the pump (e.g., infusion fluid) or amount of fluid located in a particular chamber of the pump (e.g., the amount of electrokinetic solution). One or more magnetic sensors can be located along a body of the infusion pump, such as along a length of conduit wall configured to hold infusion fluid or along a length of wall traveled by the moveable partition. A magnetic sensor can be configured to emit a signal when subjected to a magnetic field, for example a field generated by a magnet coupled to the moveable partition. The signal can be indicative of the position of the moveable partition.
Various type of hardware can be utilized as a position detector for an infusion pump. For example, optical components can be used to determine the position of a movable partition. Light emitters and photodetectors can be placed adjacent to an infusion housing, and the position of the movable partition determined by measuring variations in detected light. In other examples, a linear variable differential transformer (LVDT) can be used. When a LVDT is used, the moveable partition can include an armature made of magnetic material. A LVDT that is suitable for use in the present application can be purchased from RDP Electrosense Inc., of Pottstown, Pa.
In some embodiments, the position detector includes a magnetic sensor configured to detect the position of a moveable partition. For example, a movable partition can include a magnet, and a magnetic sensor can be used to determine the partition's position. The terms “magnetic sensor” and “magnetic position sensor” are used to refer to sensors that are generally capable of sensing a magnetic field. For example, the magnetic sensors can yield a signal representative of the direction of a magnetic field. Within the present application, specific examples of magnetic sensors include the use of a magnetorestrictive waveguide and an anisotropic magnetic resistive sensor. A variety of other magnetic sensors, including ones understood by those skilled in the art, can also be applied with the embodiments described herein (e.g., Hall-Effect sensors, magnetiresistive sensors, electronic compass units, etc.).
In
Another type of magnetic sensor that can be utilized is an anisotropic magnetic resistive (AMR) displacement position sensor. AMR displacement position sensors are particularly beneficial for use in infusion pumps and infusion pump systems since they can be configured with a relatively large spacing between a magnet that interacts with the AMR displacement position sensor and the AMR displacement position sensor. Moreover, AMR displacement position sensors are relatively inexpensive and compatible with conventional printed circuit board (PCB) manufacturing techniques.
Integrated infusion module and electrokinetic engine 306 includes an infusion module housing 322 and a movable partition 324. Movable partition 324 includes a permanent magnet 349; other types of magnets can also be substituted. Integrated infusion module and electrokinetic engine 306 also includes components that are essentially identical to those described above with respect to the embodiment of
Each individual AMR displacement position sensor in the array of AMR displacement position sensors 307 can be any suitable AMR displacement position sensor including, for example, AMR displacement position sensor HMC1501 and AMR displacement position sensor HMC1512 (commercially available from Honeywell Corporation, Solid State Electronics Center, of Plymouth, Minn., USA).
An AMR displacement position sensor typically includes a thin strip(s) of ferrous material (not depicted in
In the embodiment of
As movable partition 324 and movable permanent magnet 349 travel in the direction indicated by arrow A5, the angle between external magnetic field MR and each sensor in the array of AMR displacement position sensors 307 changes, causing a change in the resistance of a thin strip(s) of ferrous material inside each AMR displacement position sensor of the array.
Based on a differential output of each AMR displacement position sensor that is indicative of the resistance, the position of movable partition 324 and movable permanent magnet 349 can be determined, relative to the position of AMR displacement position sensor 307.
Although, for the purpose of explanation only,
Referring to
Integrated infusion module and electrokinetic engine 406 includes an electrokinetic supply reservoir 410, electrokinetic porous media 412, electrokinetic solution receiving chamber 414, first electrode 416, second electrode 418, and electrokinetic solution 420 (depicted as upwardly pointing chevrons). Integrated infusion module and electrokinetic engine 406 also includes infusion module housing 422, movable partition 424, infusion reservoir 426, infusion reservoir outlet 428 and infusion liquid 430 (depicted as dotted shading).
Movable partition 424 includes a first infusion seal 448, a permanent magnet 449 and second infusion seal 450. Permanent magnet 449 of movable partition 424 is at position B in the first dispense state of
Sensor measurement module 407b can be configured to provide a feedback signal FB to closed loop controller 404, from which the position of movable partition 424 and the dispense state of electrokinetic infusion pump system 400 can be derived.
In some embodiments, a sensor measurement module 407b, as exemplified in
A variety of temperature sensors can be utilized (e.g., a thermocouple or a Pt resistor), and oriented to provide an accurate temperature reading of the environment of the position detector. The temperature sensor can be integrated into the sensor measurement module, or be a remotely connected unit. The temperature signal compensator can apply information that adjusts the signal received by a position detector to account for signal attenuation due to the temperature of the detector. For example, the temperature dependence of an AMR sensor can be characterized by a look-up table of data, or coefficients of a polynomial or other mathematical function, which is a function of temperature, the data being obtained, for example, by calibrating the performance of the detector at varying temperatures. Such data can be stored within the compensator or in a separately connected unit. Depending upon the temperature detected, the compensator can utilize the data to adjust a received signal and produce a subsequent signal that compensates for the detected temperature.
Those skilled in the art will appreciate that a number of other techniques can be used to produce the data needed to alter a detector signal to account for temperature variations. As well, though temperature compensation for position detectors is discussed herein with respect to the use of a temperature signal compensator, other types of hardware implementation can also be utilized to carry out the functionality described by the compensator. Indeed, such functionality provides methods consistent with embodiments of the invention. Such methods can include some or all of the functionality described herein. All these variations are within the scope of the present application.
Subsequently, the sensed dispensing state of the electrokinetic infusion pump is signaled to a closed loop controller via a feedback signal, as set forth in step 820. The closed loop controller then determines the dispensing state of the electrokinetic infusion pump based on the feedback signal, as set forth in step 830.
Subsequently, at step 840, the dispensing state of the electrokinetic infusion pump (e.g., infusion liquid displacement rate) is controlled by the closed loop controller by the sending command signals from the closed loop controller to an electrokinetic engine of the electrokinetic infusion pump. Method 800 can be practiced using electrokinetic infusion pump systems according to the present invention including the embodiments of
Electrokinetic infusion pumps, electrokinetic infusion pump systems and associated methods according to embodiments of the present invention can provide for beneficially accurate determination of dispensing states. Moreover, the AMR displacement position sensors employed do not require any direct electrical connection to the electrokinetic infusion pump or electrokinetic engine since they sense displacement position via a magnetic field.
Identifying the Location of a Moveable Partition with a Position Detector
Though the signal produced by a position sensor can be mapped to a particular position of a moveable partition of an infusion pump, such a mapping can be labor intensive. For instance, if the sensor signal output is non-linear with respect to the position of the moveable partition, the mapping between sensor signal output to position can require substantial computational effort. As an example, if a moveable partition is designed to travel a length of 25 millimeters and the resolution of the partition position is desired to within about a micron, potentially 25,000 search iterations can be required to determine the position associated with a particular sensor signal. Furthermore, if multiple position sensors are utilized, the number of iterations can be multiplied by the number of sensors used. The substantial computational effort required to process so many iterations can slow signal processing, and ultimately hinder other processes such as closed loop control of fluid displacement from the infusion pump. Accordingly, a need exists for faster and/or computationally simpler methods and systems for determining the position of moveable partition to a desired degree of linear resolution.
Some embodiments herein are directed toward systems and methods of locating a position of a moveable partition in an infusion pump using one or more displacement sensors. As previously indicated herein, when a moveable partition is used to induce liquid movement in an infusion pump, the position and relative movement of the partition can be used to determine an amount of fluid that is displaced. Accordingly, the methods described herein can also be used to determine fluid displacement from an infusion pump. Such methods can also be used to provide a position of the moveable partition to a closed loop control algorithm, which can control subsequent fluid delivery from an infusion pump. Furthermore, the methods described herein can be applicable to a variety of types of infusion pumps including electrokinetic infusion pumps among others that utilize a moveable partition to drive fluids such as infusion fluid. As well, the types of position sensors that can be utilized can also vary, and include the kinds of sensors previously described herein. In particular embodiments, the sensor can provide a signal based at least in part on an actual position of the moveable partition, a signal based at least in part on a detected magnetic field, and/or the sensor can include one or more AMR displacement position sensors (e.g., at least two position sensors).
By utilizing particular methodologies, such as those described herein, for selecting the potential range of partition locations and for segmenting the potential range, an expedited identification of a new partition position can be achieved having a selected degree of accuracy relative to former techniques that required investigating the entire range of movement of a moveable partition with a degree of accuracy necessitating a large number of calculations. In particular, the method exemplified by the flow chart of
For example, simulated mathematical calculations were performed based upon the techniques described herein. A total of four sensors were coupled to a microcontroller MSP430F1611 (Texas Instruments Incorporated, Dallas, Tex.) running at 8 MHz, and used to output a value representing the location of a magnet. When the microcontroller utilized the algorithm discussed herein, the technique reduced the time for finding a new partition position from a time of approximately one minute to a time of about 215 milliseconds.
Selection of a potential range of new partition locations 1020 can be determined in a variety of manners. For example, the potential range can be the entire potential range that a moveable partition can travel. In some instances a subset of the entire potential range can be chosen. Such a subset can be determined using numerous criteria such as the last calculated location of the moveable partition, the number of position sensor used, the location of one or more of the position sensors, and/or some range selected by a user or manufacturer. In one example, the range can be designated by the last calculated or known position of the moveable partition±a selected half-range value. The selected half-range value can be chosen based on a convenient scale (e.g., a half, a quarter, or some other fraction of the total potential partition travel length), and/or can be based upon some algorithm to help provide successively smaller ranges to investigate, as discussed more in depth herein. In another example, a range can be selected from a set of potential ranges, each potential range being 1/N times the total potential partition travel length, where N is the number of position sensors utilized. The particular potential range can be selected based at least in part upon the previously calculated or known partition position. For instance, if a potential travel length of 24 mm is available for a moveable partition and four AMR position sensors are used, the potential ranges can be 0-6 mm, 6-12 mm, 12-18 mm, and 18-24 mm. Accordingly, if the last known position of the partition is 8.05 mm, the range of 6-12 mm can be selected. Those skilled in the art will appreciate that a number of other methods can also be utilized to select a potential range, in accord with embodiments of the invention discussed herein (e.g., the number of potential ranges need not be equal to the number of sensors utilized).
Segmenting a potential range into a set of potential partition positions 1020 can be achieved to enable quick and accurate assessment of a partition's position. In some instances, the set of potential partition positions can be equally spaced apart, though this is not required. In particular, the step size between the potential partition positions in the range can be chosen using a number of criteria. For example, the step size can be of the order of the resolution desired for knowing the partition's position (e.g., knowing the position to within at least about a micron, or a tenth of a micron, or a hundredth of a micron). In another example, the step size can be substantially larger than the desired resolution to facilitate a rapid coarse evaluation of the position of the partition. Subsequent sequential determinations of the partition's position can utilize successively smaller step sizes. This choice can be coordinated with the choice of potential range, and is discussed more in depth herein.
In step 1040 of the method 1000, an error measure is calculated for each potential position in the potential range. An error measure can be calculated based at least in part upon one or more actual displacement sensor signals obtained from one or more of the position sensors. In one embodiment, an error measure can be a measure of the difference between an actual sensor displacement signal and a predicted displacement sensor signal for one or more position sensors at the designated potential position. In one example, the exact difference between an actual displacement sensor signal of a sensor and a predicted displacement sensor signal based upon a model using potential position as an input to produce the predicted signal is utilized. Other measures of difference can also be used such as the square of the difference between an actual sensor signal and a predicted sensor signal or the absolute value of the difference.
The calculation of an error measure 1040a for each potential position in a potential range can be performed according to the steps of a method shown by the flow chart of
yi=x*(x*(x*(x*(x*(aix+bi)+ci)+di)+ei)+fi)+gi
where ai, bi, ci, di, ei, fi, and gi are the coefficients of the polynomial for the ith sensor, x is the designated potential partition position, and yi is the predicted sensor signal for the ith sensor. Using the above formula allows a processor to only store six coefficients to hold the data necessary to predict the sensor signals. As well, the above form of the 6th order polynomial reduces the number of multiplications required to obtain the predicted sensor signal from 11 to 6, relative to the typical polynomial form. Those skilled in the art will appreciate that many other methods of predicting a sensor signal can also be utilized within the scope of the present application (e.g., using other mathematical models or formulas, or stored look-up tables).
After obtaining the potential sensor signal for each sensor, a difference can be calculated between the potential sensor signal and an actual sensor signal for each sensor 1042. Such a difference can provide a measure of the deviation of the actual position of a moveable partition from the potential partition position used to calculate the potential sensor signal. It is expected that the difference in actual and predicted sensor signal should grow as the deviation between the actual and potential partition position grows.
The calculated difference between the potential and actual sensor signals for each sensor can be used to calculate the error measure 1043. The error measure can provide a convenient form for utilizing the calculated differences of step 1042 to provide a composite measure of the deviation of the actual partition position from the potential partition position used to calculate the predicted sensor signal. As previously noted, the error measure can simply be set equal to the difference between the actual and predicted sensor signals, in the case where only one sensor is utilized. When multiple sensors are utilized, it can be convenient to combine the differences for each of the sensors. For example, the error measure can be the sum of the squared differences for all the sensors, that is:
where EM is the error measure, Ai is the actual sensor signal of the ith sensor, and Pi is the predicted sensor signal of the ith sensor at a designated potential position. In another example, the error measure can be the sum of the absolute values of the differences for all the sensors, that is:
When an infusion pump utilizes multiple sensors, an error measure does not necessarily require combining actual and predicted sensor signal differences from all the sensors. In some embodiments, a subset of the sensors can be utilized in the calculation. The subset of sensors can be chosen on the basis of a variety of criteria, such as only utilizing those sensors whose measurement ranges include the last calculated partition position. In another example, only the two displacement sensor closest to the last calculated partition position are utilized; this can reduce potential sensor interference (with external magnetic fields) that may exist when a large number of sensors are used in an infusion pump. Those skilled in the art will appreciate that other techniques of calculating error measures can also be utilized consistent with embodiments of the invention, and all such embodiments are within the scope of the present application.
Referring back to the flow chart of
The embodiment of locating a position of a moveable partition of an infusion pump depicted in
Step 1030 is then performed by segmenting the range into a selected number of discrete potential positions. The selected number of potential positions can be chosen to correspond to a length that is substantially larger than the ultimate resolution of the potential position sought; this is to provide a coarse estimate of the location of the moveable partition. For example, in conjunction with the initial range, the spacing between the potential positions can be a particular fraction of the initial half-range (e.g., 0.1 mm).
Step 1040 can then be performed, utilizing any of the embodiments and techniques discussed herein, with the range and segmentation identified by steps 1020 and 1030.
Next, a check can be made to identify if the length corresponding to the segmentation performed in step 1030 is small enough, e.g., the length is of the resolution ultimately desired for identifying the partition position.
If the length is still too large, steps 1020, 1030, and 1040 can be repeated using the newly identified partition position of step 1040 and the previously obtained sensor signals. It can be advantageous to reduce either the potential range of new partition positions or the segmentation length in the subsequent repetition of steps 1020, 1030, and 1040. It can be especially advantageous to reduce both the size of the range and the segmentation length to provide a more accurate determination of the partition position while searching a smaller range. The steps 1020, 1030, and 1040 can be successively repeated until a segmentation length that is small enough is utilized.
The choice of a new range and new segmentation length can be by a variety of methods. In some instances, the new range can use a half-range from the new partition position that is some selected fraction of the previously utilized half-range, such as a fraction smaller than about ½, ¼, or a tenth of the previously utilized half-range. Accordingly, the new half-range can also be designated as a reduced factor of the previously utilized half-range (e.g., at least a factor of two, four, or 10). The choice of a new segmentation length can also be based upon some selected fraction of a previously utilized segmentation length (e.g., a fraction smaller than about ½, ¼, or a tenth of the previously utilized segmentation length). In some instances, both the half-range and the segmentation length can be reduced by an equal selected factor (e.g., reducing both the half-range and the segmentation length by a factor of at least 10 for each successive performance of steps 1020, 1030, and 1040). Those skilled in the art will recognize that a number of other ways of methodologies for reducing either, or both, the range and the segmentation length can be applied consistent with the scope of the present application.
Other embodiments of the invention are directed to systems and apparatus that can carry out the methods and techniques of locating a position of a moveable partition previously described, or portions of such methods and techniques. In one embodiment, illustrated in
The various functionalities described with respect to the methods illustrated in
It should be understood that various alternatives to the embodiments of the invention described herein may be employed in practicing the invention. It is intended that the following claims define the scope of the invention and that structures within the scope of these claims and their equivalents be covered thereby.
The following example is provided to illustrate some aspects of the present application. The example, however, is not intended to limit the scope of any embodiment of the invention.
An experimental electrokinetic infusion pump system similar to those depicted in
The present application claims the benefit of the following U.S. Provisional Applications, all filed on Sep. 19, 2005: Ser. No. 60/718,572, bearing attorney docket number LFS-5093USPSP and entitled “Electrokinetic Infusion Pump with Detachable Controller and Method of Use”; Ser. No. 60/718,397, bearing attorney docket number LFS-5094USPSP and entitled “A Method of Detecting Occlusions in an Electrokinetic Pump Using a Position Sensor”; Ser. No. 60/718,412, bearing attorney docket number LFS-5095USPSP and entitled “A Magnetic Sensor Capable of Measuring a Position at an Increased Resolution”; Ser. No. 60/718,577, bearing attorney docket number LFS-5096USPSP and entitled “A Drug Delivery Device Using a Magnetic Position Sensor for Controlling a Dispense Rate or Volume”; Ser. No. 60/718,578, bearing attorney docket number LFS-5097USPSP and entitled “Syringe-Type Electrokinetic Infusion Pump and Method of Use”; Ser. No. 60/718,364, bearing attorney docket number LFS-5098USPSP and entitled “Syringe-Type Electrokinetic Infusion Pump for Delivery of Therapeutic Agents”; Ser. No. 60/718,399, bearing attorney docket number LFS-5099USPSP and entitled “Electrokinetic Syringe Pump with Manual Prime Capability and Method of Use”; Ser. No. 60/718,400, bearing attorney docket number LFS-5100USPSP and entitled “Electrokinetic Pump Integrated within a Plunger of a Syringe Assembly”; Ser. No. 60/718,398, bearing attorney docket number LFS-5101USPSP and entitled “Reduced Size Electrokinetic Pump Using an Indirect Pumping Mechanism with Hydraulic Assembly”; and Ser. No. 60/718,289, bearing attorney docket number LFS-5102USPSP and entitled “Manual Prime Capability of an Electrokinetic Syringe Pump and Method of Use.” The present application is also related to the following applications, all filed concurrently herewith: “Electrokinetic Infusion Pump System” (Attorney Docket No.106731-5); “Infusion Pump with Closed Loop Control and Algorithm” (Attorney Docket No. 106731-3); “Malfunction Detection via Pressure Pulsation” (Attorney Docket No. 106731-6); “Infusion Pumps with a Position Detector” (Attorney Docket No. 106731-18); and “Malfunction Detection with Derivative Calculation” (Attorney Docket No. 106731-22). All of the applications recited in this paragraph are hereby incorporated by reference herein in their entirety.
Number | Date | Country | |
---|---|---|---|
60718572 | Sep 2005 | US | |
60718397 | Sep 2005 | US | |
60718412 | Sep 2005 | US | |
60718577 | Sep 2005 | US | |
60718578 | Sep 2005 | US | |
60718364 | Sep 2005 | US | |
60718399 | Sep 2005 | US | |
60718400 | Sep 2005 | US | |
60718398 | Sep 2005 | US | |
60718289 | Sep 2005 | US |