EP4267979A1 - Updating battery capacity after clinical implementation - Google Patents
Updating battery capacity after clinical implementationInfo
- Publication number
- EP4267979A1 EP4267979A1 EP21843828.1A EP21843828A EP4267979A1 EP 4267979 A1 EP4267979 A1 EP 4267979A1 EP 21843828 A EP21843828 A EP 21843828A EP 4267979 A1 EP4267979 A1 EP 4267979A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- battery
- charge
- charging
- qdsg
- socempty
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/36—Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
- G01R31/392—Determining battery ageing or deterioration, e.g. state of health
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/36—Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
- G01R31/3644—Constructional arrangements
- G01R31/3646—Constructional arrangements for indicating electrical conditions or variables, e.g. visual or audible indicators
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/36—Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
- G01R31/382—Arrangements for monitoring battery or accumulator variables, e.g. SoC
- G01R31/3828—Arrangements for monitoring battery or accumulator variables, e.g. SoC using current integration
Definitions
- the present technology is generally related to techniques for battery management. More specifically, the present technology relates to techniques for accurately determining the true charge state and total capacity of a battery after using the battery in a clinical environment.
- Rechargeable batteries provide power in a wide variety of systems, including medical device systems in which safety is of utmost importance.
- the full charge capacity of a battery is a measurement of the maximum chemical capacity of a rechargeable battery. As battery cells age, the full charge capacity of the battery generally decreases, and the true charge state of the battery can be difficult to determine with great accuracy. Because measuring and updating the full charge capacity and state of charge is fundamental to safe operation of medical devices, there is a general need to more accurately perform these tasks for batteries providing power to medical devices.
- the techniques of this disclosure generally relate to methods, systems, and apparatuses for determining total capacity of a battery.
- the present disclosure provides a method including determining an amount of charge delivered to a battery during a portion of a charging cycle.
- the method can further include measuring state of charge of the battery subsequent to the charging cycle.
- the battery may, in embodiments, be fully charged.
- the method can determine an amount of charge produced by the battery during a discharging cycle of the battery to a depth of discharge (DoD) threshold.
- DoD depth of discharge
- the state of charge is determined while the battery is empty. Total capacity can then be calculated based on state of charge while the battery is empty, state of charge while the battery is full, and amount of charge produced during at least one of a discharge cycle and a charge cycle.
- FIG. l is a block diagram of a device that includes a battery management system for managing a battery in accordance with some embodiments.
- FIG. 2 is a block diagram of a device that illustrates further detail of a battery management system in accordance with some embodiments.
- FIG. 3 illustrates a function for finding depth of discharge (DoD) of a battery based on open circuit voltage (OCV) in accordance with embodiments.
- FIG. 4 is a graph that illustrates battery charge and discharge cycles in accordance with some embodiments.
- FIG. 5 is a graph that illustrates total capacity of different batteries as calculated in accordance with some embodiments.
- FIG. 6 is a flow diagram of a method that illustrates control logic for battery management in accordance with embodiments.
- Battery capacity corresponds to the quantity of electric charge that can be accumulated during battery charging, stored in open circuit conditions, and released during battery discharge.
- discharge duration is expressed in hours, the typical unit for battery capacity is the Ampere-hour (AH).
- SoC State of charge
- the mathematical relationship between SoC and equilibrium voltage is a known relationship and is based on battery type. Equilibrium voltage and SoC can be used to determine total capacity and remaining capacity of the battery.
- FIG. 1 is a block diagram of a device 100 that includes a battery management system for managing a battery according to operations, processes, methods, and methodologies of embodiments.
- This device 100 may include any combinations of the hardware or logical components referenced herein.
- the device 100 can include components of, or be used to control operations of, a ventricular assist device.
- the device 100 may include or couple with any other device, for example other devices needed for implementation of patient therapies.
- the device 100 may include processing circuitry in the form of a processor 102, which may be a microprocessor, a multi-core processor, a multithreaded processor, an ultra-low voltage processor, an embedded processor, or other known processing elements.
- the processor 102 may be a part of a system on a chip in which the processor 102 and other components described herein are formed into a single integrated circuit.
- a battery 128 may power the device 100, although, in examples in which the device 100 is in a fixed location, the device 100 may have a power supply coupled to an electrical grid.
- the battery 128 may include one or more electrochemical cells and may be a lithium ion battery although embodiments are not limited thereto.
- a battery management system 130 may be included in the device 100 or the battery management system 130 may be part of an external device coupled to the device 100 to track the state of charge (SoC) of the battery 128.
- An external power source 132 or other power supply coupled to a grid, may be coupled with the battery management system 130 yet separate from the battery, to charge the battery 128. In other words, the external power source 132 can act as a charger in some embodiments. In some examples, the external power source 132 may be replaced with a wireless power receiver to obtain the power wirelessly. Further detail regarding the battery management system 130 is provided below with reference to FIG. 2.
- FIG. 2 is a block diagram of a system 200. Further detail is provided of the battery management system 130 in accordance with some embodiments.
- the battery management system 130 may be used to monitor other parameters of the battery 128 to provide failure predictions, such as the state of health (SoH) and the state of function (SoF) of the battery 128.
- the battery management system 130 may include battery monitoring circuitry, for example a voltage sensor 202 and a coulomb counter 204.
- the coulomb counter 204 can comprise a resistive element placed in series with one of the battery 128 terminals 210, 212.
- the coulomb counter 204 acts like an integrator, so that the voltage across the coulomb counter 204 resistive element is measured over time and therefore represents a quantity that is proportional to a time integral of the current flowing through the resistive element. Such a time-integrated current is the cumulative electrical charge that has flowed through the coulomb counter 204.
- the cumulative electrical charge detected by the coulomb counter 204 can be compared with capacity of the fully-charged battery 128 to provide an indicator of charge remaining, or other battery health or status indicator as described later herein.
- the coulomb counter 204 can provide an indication of cumulative electrical charge detected to other components of the battery management system 130.
- the battery management system 130 may include control circuitry 206.
- control circuitry 206 is executed on the processor 102 (FIG. 1) of the device 100, although embodiments are not limited thereto.
- the battery management system 130 can include processing circuitry for execution of at least some operations included in control circuitry 206.
- the control circuitry 206 can control a charging cycle of the battery 128 according to methods described later herein.
- the control circuitry 206 can also control a discharge cycle of the battery 128 based on inputs (e.g., indications of cumulative electrical charge) from the coulomb counter 204.
- charging cycles can occur while the external power source 132 is providing power (e.g., is connected) to the battery management system 130, and discharging can occur while the external power source 132 is disconnected from the battery management system, although embodiments are not limited thereto.
- An indicator e.g., a fuel gauge
- the indicator 208 measures the amount of charge remaining in the battery 128 and provides indicators thereof to the control circuitry 206.
- the indicator 208 can include a capacity indicator.
- the indicator 208 can provide a service indication responsive to the battery 128 total capacity falling or deteriorating below a threshold, which can indicate age, damage, or other wellness conditions of the battery 128.
- Battery 128 capacity corresponds to the quantity of electric charge that can be accumulated during battery 128 charging, stored in open circuit conditions, and released during battery 128 discharge.
- discharge duration is expressed in hours, the typical unit for battery 128 capacity is the Ampere-hour (AH).
- SoC of the battery 128 indicates voltage at the terminals 210, 212 of that battery 128 when the battery 128 is at rest, or in equilibrium.
- the mathematical relationship between SoC and equilibrium voltage is a known relationship and is based on battery type.
- the actual voltage at the terminals 210, 212 of the battery 128 is lower than the equilibrium voltage by an amount that can be calculated using Ohm’s Law knowing internal resistance of the battery 128 and knowing the current flowing between the terminals. Available battery 128 capacity can be calculated using this estimate of equilibrium voltage.
- methods for estimating equilibrium voltage are subject to errors, especially as the age of the battery 128 increases.
- the total capacity of the battery 128 fades. Without adequately tracking the total capacity of the battery 128, the estimate of the SoC and remaining capacity of the battery 128 will become less accurate.
- the control circuitry 206 provides a controlled charging cycle to achieve a successful capacity update.
- Successful capacity updates can depend on stability of open circuit voltage (OCV), temperature, depth of discharge (DoD) and other conditions. All these conditions, and other conditions, can be controlled by charge and discharge cycles that are controlled in accordance with embodiments.
- the battery 128 is charged and recharged, and the control circuitry 206 and related circuitry determine the amount of charge at each point to derive a value for total battery capacity.
- FIG. 3 illustrates a function 300 for finding DoD of a battery 128 based on OCV in accordance with embodiments.
- SoC state-of-charge
- the control circuitry 206 will discharge the battery until an OCV of about 3.7 volts is detected. This is because, as can be appreciated upon inspection of the function 300, DoD voltage change is steep from a fully charged state 302 until about 3.7 volts (point 304). Further discharging from point 304 results in smaller changes in DoD, and therefore OCV measurement errors will have less impact on DoD accuracy and SoC can be determined with greater accuracy. Additionally, discharging further than point 304 can result in dangerous conditions for the patient if external power is lost and the device 100 switches to battery 128 power due to the insufficient energy left in the battery. Finally, by determining OCV at the highest or nearly-highest possible DoD (e.g., about 94% as seen in FIG. 3) and at the lowest or nearly-lowest possible DoD (e.g., a fully- charged battery 128), the total charge difference seen between point 302 and 304 is maximized and total capacity is more accurately determined.
- OCV OCV
- FIG. 4 is a graph 400 that illustrates battery charge and discharge cycles in accordance with some embodiments.
- the graph 400 illustrates OCV 401 at various points throughout battery 128 charge and discharge cycles including relaxation periods as described below.
- the SOC of battery 128 at different stages can be determined by the transfer functions 300 shown in FIG 3.
- the control circuitry 206 (FIG. 2) can determine DoD by inspection of the transfer function 300.
- the control circuitry 206 and associated circuitry can measure DoD at point to derive SoC at the fully charged state (SoCfun).
- the control circuitry 206 can control the battery 128 to discharge to point 404, at which point OCV may drop steeply, or continue to further discharge to point 406. In some embodiments, discharge can occur until the device 100 transmits a low-charge alarm, although embodiments ae not limited thereto.
- Coulomb counter 204 can determine the cumulative charge that flows through the coulomb counter 204 during the discharge cycle from point 402 to 404 (or to 406), which in turn can be used to determine charge capacity Qdsg of the battery 128.
- a patient or clinician may connect the external power source 132 to power the device 100, and the battery 128 may rest for an amount of time (in some examples, for about three hours) or until an indicator such as a ready signal is provided by the battery 128 or device 100, at which point SoC is measured to give SoCempty.
- the battery 128 can be charged to point 408 and the coulomb counter 204 can determine the cumulative charge Q C hg produced by a battery during a portion of a charging cycle (e.g., from point 404 (or 406) to point 408).
- the battery 128 may rest for an amount of time and SoCfuii can again be measured.
- the battery 128 can again be discharged from point 408 to point 410.
- the battery 128 can be charged again to point 412, the coulomb counter 204 can similarly determine cumulative charge, and SoCfun can be similarly measured a second time as described earlier above.
- discharging to a certain point and then recharging can lead to a more accurate result.
- discharging the battery to a threshold of about 90% DoD can result in measurement of a greater percentage of the total possible charge, because most DoD change occurs up until 90% DoD, with the most significant voltage drop.
- FIG. 5 is a graph 500 that illustrates total capacity of different batteries as calculated in accordance with some embodiments.
- Qmax total capacity
- Total capacity can be calculated based on the cumulative charge (Qchg or Qdsg) and SoC differences determined during discharge and charge cycles as described above.
- the chemical capacity Q max measured under a very small current is represented at line 502, which can represent an accurate capacity measurement value.
- FIG. 6 illustrates a method 600 for determining battery 128 capacity. Some operations of method 600 are performed by components illustrated in FIG. 1 and FIG. 2, for example, control circuitry 206, coulomb counter 204, etc.
- Method 600 begins with operation 602 by the control circuitry 206 (FIG. 2) controlling a charging process of the battery 128 to a fully-charged state as determined at operation 604.
- the control circuitry 206 then controls the battery 128 to remain in a rest state, for example for about three hours, or until voltage is stable at operation 606.
- the device 100 may remain connected to external power source 132 while battery 128 remains in a rest state for an amount of time (for example, around two hours) or until a ready signal is provided (by battery/fuel gauge).
- the coulomb counter 204 will determine charge in order to measure SoC, based on DoD in operation 608, and this value will be used in future calculations as the fully-charged value (e.g., SoCfuii).
- Method 600 may continue with operation 610 with the external power source 132 being disconnected and with the battery 128 providing power to the device 100, in place of the external power source 132.
- the battery 128 may provide power to the device 100 for a time duration or responsive to the device 100 transmitting a low-charge alarm at operation 612.
- the device 100 is then connected to external power source 132 so that the battery 128 can rest.
- the coulomb counter 204 can determine Qdsg at operation 616 as described earlier here.
- Method 600 continues with operation 620 with connecting the device 100 to the external power source 132 (i.e., removing the device 100 from battery 128 power).
- the control circuitry 206 will proceed with controlling a charging process 622 of the battery 128 to a fully-charged state as determined at operation 624.
- the control circuitry 206 then controls the battery 128 to remain in a rest state, for example for about three hours, or until voltage is stable at operation 626.
- the device 100 may remain connected to external power source 132 while battery 128 remains in a rest state for an amount of time (for example, around two hours) or until a ready signal is provided (by battery/fuel gauge).
- the coulomb counter 204 will determine charge Q C hg in operation 630 and DoD (from which SoCfuii can be derived) in operation 628.
- the processor 102 may communicate with a system memory 104 over an interconnect 106 (e.g., a bus). Any number of memory devices may be used to provide for a given amount of system memory. As examples, the memory 104 may be random access memory (RAM). However, any other type of memory can be included. Persistent storage can also be provided by storage 108. Storage 108 may also couple to the processor 102 via the interconnect 106. Storage 108 may include disk drives, flash memory cards, Universal Serial Bus (USB) flash drives, etc.
- USB Universal Serial Bus
- the components may communicate over the interconnect 106.
- the interconnect 106 may include any number of technologies, including industry standard architecture (ISA), extended ISA (EISA), peripheral component interconnect (PCI), peripheral component interconnect extended (PCIx), PCI express (PCIe), or any number of other technologies.
- ISA industry standard architecture
- EISA extended ISA
- PCI peripheral component interconnect
- PCIx peripheral component interconnect extended
- PCIe PCI express
- the interconnect 106 may be a proprietary bus.
- the interconnect 106 may couple the processor 102 to a transceiver 110.
- the transceiver 110 may use any number of frequencies and protocols, IEEE, or Bluetooth protocols, although embodiments are not limited to these protocols.
- the transceiver 110 may be included to communicate with devices or services in the cloud 112 via local or wide area network protocols.
- a network interface controller (NIC) 114 may be included to provide a wired communication to other devices or systems through the cloud 112.
- the wired communication may provide an Ethernet connection or may be based on other types of networks.
- the interconnect 106 may couple the processor 102 to a sensor interface 116 that is used to connect additional devices or subsystems. These additional devices may include sensors 118, such as optical light sensors, camera sensors, temperature sensors, and the like.
- the interface 116 further may be used to connect the device 100 to actuators 120, such as power switches, valve actuators, an audible sound generator, a visual warning device, and the like.
- various input/output (I/O) devices may be present within or connected to, the device 100.
- a display or other output device 122 may be included to show information, such as sensor readings, fuel gauge readings, fuel gauge diagnostic outputs, etc.
- An input device 124 such as a button, touch screen or keypad may be included to accept input.
- An output device 122 may include any number of forms of audio or visual display, including simple visual outputs such as binary status indicators (e.g., light-emitting diodes (LEDs)) and multi-character visual outputs, or more complex outputs such as display screens (e.g., liquid crystal display (LCD) screens), with the output of characters, graphics, multimedia objects, and the like being generated or produced from the operation of the device 100.
- a display or console hardware in the context of the present system, may be used to provide output and receive input of a medical device, including an implantable medical device; to identify a state of a medical device or related/connected devices; or to conduct any other number of management or administration functions.
- the storage 108 may include instructions 125 in the form of software, firmware, or hardware commands to implement the techniques described herein. Although such instructions 125 are shown as code blocks included in the memory 104 and the storage 108, it may be understood that any of the code blocks may be replaced with hardwired circuits, for example, built into an application specific integrated circuit (ASIC).
- ASIC application specific integrated circuit
- the instructions 125 provided via the memory 104, the storage 108, or the processor 102 may be embodied as a non -transitory, machine-readable medium 126 including code to direct the processor 102 to perform electronic operations in the device 100.
- the processor 102 may access the non-transitory, machine-readable medium 126 over the interconnect 106.
- the non-transitory, machine-readable medium 126 may be embodied by devices described for the storage 108 or may include specific storage units such as optical disks, flash drives, or any number of other hardware devices.
- the non-transitory, machine-readable medium 126 may include instructions to direct the processor 102 to perform a specific sequence or flow of actions, for example, as described with respect to the flowchart(s) and block diagram(s) of operations and functionality depicted above.
- machine-readable medium and “computer- readable medium” are interchangeable.
- a machine-readable medium also includes any tangible medium that is capable of storing, encoding or carrying instructions for execution by a machine and that cause the machine to perform any one or more of the methodologies of the present disclosure or that is capable of storing, encoding or carrying data structures utilized by or associated with such instructions.
- a “machine-readable medium” thus may include but is not limited to, solid-state memories, and optical and magnetic media.
- machine-readable media include non-volatile memory, including but not limited to, by way of example, semiconductor memory devices (e.g., electrically programmable read-only memory (EPROM), electrically erasable programmable readonly memory (EEPROM)) and flash memory devices; magnetic disks such as internal hard disks and removable disks; magneto-optical disks; and CD-ROM and DVD-ROM disks.
- semiconductor memory devices e.g., electrically programmable read-only memory (EPROM), electrically erasable programmable readonly memory (EEPROM)
- flash memory devices e.g., electrically programmable read-only memory (EPROM), electrically erasable programmable readonly memory (EEPROM)
- EPROM electrically programmable read-only memory
- EEPROM electrically erasable programmable readonly memory
- flash memory devices e.g., electrically erasable programmable readonly memory (EEPROM)
- flash memory devices e.g., electrically erasable
- a machine-readable medium may be provided by a storage device or other apparatus which is capable of hosting data in a non-transitory format.
- information stored or otherwise provided on a machine-readable medium may be representative of instructions, such as instructions themselves or a format from which the instructions may be derived.
- This format from which the instructions may be derived may include source code, encoded instructions (e.g., in compressed or encrypted form), packaged instructions (e.g., split into multiple packages), or the like.
- the information representative of the instructions in the machine-readable medium may be processed by processing circuitry into the instructions to implement any of the operations discussed herein.
- deriving the instructions from the information may include: compiling (e.g., from source code, object code, etc.), interpreting, loading, organizing (e.g., dynamically or statically linking), encoding, decoding, encrypting, unencrypting, packaging, unpackaging, or otherwise manipulating the information into the instructions.
- compiling e.g., from source code, object code, etc.
- interpreting e.g., from source code, object code, etc.
- loading e.g., interpreting, loading
- organizing e.g., dynamically or statically linking
- encoding decoding
- encrypting unencrypting
- packaging e.g., unpackaging, or otherwise manipulating the information into the instructions.
- the described techniques may be implemented in hardware, software, firmware, or any combination thereof. If implemented in software, the functions may be stored as one or more instructions or code on a computer-readable medium and executed by a hardware-based processing unit.
- Computer-readable media may include non-transitory computer-readable media, which corresponds to a tangible medium such as data storage media (e.g., RAM, ROM, EEPROM, flash memory, or any other medium that can be used to store desired program code in the form of instructions or data structures and that can be accessed by a computer).
- processors such as one or more digital signal processors (DSPs), general purpose microprocessors, application specific integrated circuits (ASICs), field programmable logic arrays (FPGAs), or other equivalent integrated or discrete logic circuitry.
- DSPs digital signal processors
- ASICs application specific integrated circuits
- FPGAs field programmable logic arrays
- processors may refer to any of the foregoing structure or any other physical structure suitable for implementation of the described techniques. Also, the techniques could be fully implemented in one or more circuits or logic elements.
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Charge And Discharge Circuits For Batteries Or The Like (AREA)
Abstract
Description
Claims
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202063130349P | 2020-12-23 | 2020-12-23 | |
| US17/547,611 US12265132B2 (en) | 2020-12-23 | 2021-12-10 | Updating battery capacity after clinical implementation |
| PCT/US2021/063214 WO2022140105A1 (en) | 2020-12-23 | 2021-12-14 | Updating battery capacity after clinical implementation |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| EP4267979A1 true EP4267979A1 (en) | 2023-11-01 |
Family
ID=79601585
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP21843828.1A Pending EP4267979A1 (en) | 2020-12-23 | 2021-12-14 | Updating battery capacity after clinical implementation |
Country Status (2)
| Country | Link |
|---|---|
| EP (1) | EP4267979A1 (en) |
| WO (1) | WO2022140105A1 (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE102023100046A1 (en) | 2023-01-03 | 2024-07-04 | Bayerische Motoren Werke Aktiengesellschaft | METHOD FOR ASSESSING THE HEALTH STATE OF A RECHARGEABLE BATTERY FOR A VEHICLE AND SYSTEM FOR IMPLEMENTING THE METHOD |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6892148B2 (en) * | 2002-12-29 | 2005-05-10 | Texas Instruments Incorporated | Circuit and method for measurement of battery capacity fade |
| KR102082866B1 (en) * | 2013-04-18 | 2020-04-14 | 삼성에스디아이 주식회사 | Battery management system and driving method thereof |
| US20150226807A1 (en) * | 2014-02-12 | 2015-08-13 | Seeo, Inc | Determination of nominal cell resistance for real-time estimation of state-of-charge in lithium batteries |
| US20150349385A1 (en) * | 2014-04-01 | 2015-12-03 | Medtronic, Inc. | Method and System for Predicting Useful Life of a Rechargeable Battery |
| US20170227607A1 (en) * | 2016-02-04 | 2017-08-10 | Mediatek Inc. | Schemes capable of efficiently and accurately estimating and/or predicting available battery capacity and battery aging factor |
| JP7243123B2 (en) * | 2018-10-19 | 2023-03-22 | トヨタ自動車株式会社 | vehicle |
-
2021
- 2021-12-14 EP EP21843828.1A patent/EP4267979A1/en active Pending
- 2021-12-14 WO PCT/US2021/063214 patent/WO2022140105A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| WO2022140105A1 (en) | 2022-06-30 |
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