This application claims the benefit of Korean Patent Application No. 10-2023-0172414, filed on Dec. 1, 2023 in the Korean Intellectual Property Office, the entire disclosure of which is incorporated herein by reference.
The present disclosure relates to a battery management apparatus and a battery management method using the same.
In general, the lifespan of a battery pack (including a cell-to-pack (CTP) system) or battery module composed of one or more battery cells depends on a weak cell (or a worst cell), which has been degraded most rapidly among battery cells in the battery module (or the battery pack) and thus has a reduced lifespan.
For example, as a battery is used, there occurs a performance difference between battery cells, which accelerates degradation of a particular cell (that is, the weak cell), resulting in reduction in the lifespan of the battery module (or the battery pack) (even if the other battery cells are still in a fully usable state).
Technology that can prevent charging imbalance between multiple battery cells constituting a battery module (or a battery pack) may be desirable in order to extend the lifespan of the battery module (or the battery pack).
In addition, with increasing capacity of battery cells, there can occur a charging imbalance between zones (or regions) of one battery cell. Technology that can prevent charging imbalance between zones of a battery cell may also be desirable.
Embodiments include a battery management apparatus. The apparatus includes a temperature sensor configured to measure a temperature of each zone of each battery cell constituting a battery module, a thermal management module configured to heat or cool each battery cell or each zone thereof and a processor configured to calculate a maximum inter-zone temperature difference of each battery cell (dCell1 to dCellN), calculate a maximum inter-cell deviation corresponding to a maximum temperature difference between the battery cells by subtracting the smallest temperature difference (min(dCell1 to dCellN)) from the largest temperature difference (max(dCell1 to dCellN)) among the calculated maximum inter-zone temperature differences, and perform temperature control or charging current control in a predetermined manner for a weak cell corresponding to a battery cell having the largest maximum inter-zone temperature difference if the maximum inter-cell deviation is greater than a predetermined lower threshold temperature (threshold_low).
Upon performing charging current control in the predetermined manner, the processor may perform current reduction control using a difference between the maximum inter-cell deviation and a predetermined upper threshold temperature (threshold_high).
If a weighted factor (weighted_factor) becomes equal to zero as a value calculated by subtracting the maximum inter-cell deviation from the upper threshold temperature (threshold_high) becomes equal to 1 during current reduction control, the processor may stop charging without performing any further current reduction.
The weighted factor (weighted_factor) may correspond to a value obtained by transforming the value calculated by subtracting the maximum inter-cell deviation from the upper threshold temperature (threshold_high) into a log scale (Log×(Threshold_high−Maximum inter-cell deviation)).
If a temperature of the weak cell drops due to reduction in charging current during current reduction control, the processor may not immediately increase charging current as the weighted factor only changes toward a smaller value within the range defined by the predetermined upper threshold temperature (threshold_high) and the predetermined lower threshold temperature (threshold_low).
If the weighted factor (weighted_factor) is reset to 1 as the maximum inter-cell deviation becomes less than the predetermined lower threshold temperature (threshold_low) during current reduction control, the processor may resume charging and increases charging current to perform charging with an original maximum current again.
If the weighted factor does not become equal to zero as the value calculated by subtracting the maximum inter-cell deviation from the upper threshold temperature (threshold_high) does not become equal to 1 during current reduction control, the processor may perform charging while maintaining an already reduced current without stopping charging.
If the maximum inter-cell deviation becomes less than the lower threshold temperature (threshold_low) and the weighted factor (weighted_factor) is reset to 1 as the processor performs charging while maintaining the already reduced current, the processor may increase the reduced charging current to perform charging with an original maximum current.
Embodiments include a battery management method. The method includes calculating, by a processor, a maximum inter-zone temperature difference (dCell1 to dCellN) of each battery cell constituting a battery module, calculating, by the processor, a maximum inter-cell deviation corresponding to a maximum temperature difference between the battery cells by subtracting the smallest temperature difference (min(dCell1 to dCellN) from the largest temperature difference (max(dCell1 to dCellN) among the calculated maximum inter-zone temperature differences (dCell1 to dCellN) and performing, by the processor, temperature control or charging current control in a predetermined manner for a weak cell corresponding to a battery cell having the largest maximum inter-zone temperature difference if the maximum inter-cell deviation is greater than a predetermined lower threshold temperature (threshold_low).
Performing temperature control or charging current control in a predetermined manner may include the processor performing current reduction control using a difference between the maximum inter-cell deviation and a predetermined upper threshold temperature (threshold_high).
If a weighted factor (weighted_factor) becomes equal to zero as a value calculated by subtracting the maximum inter-cell deviation from the upper threshold temperature (threshold_high) becomes equal to 1 during current reduction control, the processor may stop charging without performing any further current reduction.
The weighted factor (weighted_factor) may correspond to a value obtained by transforming the value calculated by subtracting the maximum inter-cell deviation from the upper threshold temperature (threshold_high) into a log scale (Log×(Threshold_high−Maximum inter-cell deviation)).
If a temperature of a corresponding battery cell drops due to reduction in charging current during current reduction control, the processor may not immediately increase charging current as the weighted factor only changes toward a smaller value within the range defined by the predetermined upper threshold temperature (threshold_high) and the predetermined lower threshold temperature (threshold_low).
If the weighted factor (weighted_factor) is reset to 1 as the maximum inter-cell deviation becomes less than the predetermined lower threshold temperature (threshold_low) during current reduction control, the processor may resume charging and increase charging current to perform charging with an original maximum current again.
If the weighted factor does not become equal to zero as the value calculated by subtracting the maximum inter-cell deviation from the upper threshold temperature (threshold_high) does not become equal to 1 during current reduction control, the processor may perform charging while maintaining an already reduced current without stopping charging.
If the maximum inter-cell deviation becomes less than the lower threshold temperature (threshold_low) and the weighted factor (weighted_factor) is reset to 1 as the processor performs charging while maintaining the already reduced current, the processor may increase the reduced charging current to perform charging with an original maximum current.
Features will become apparent to those of skill in the art by describing in detail exemplary embodiments with reference to the attached drawings in which:
In the drawing figures, the dimensions of layers and regions may be exaggerated for clarity of illustration. It will also be understood that when a layer or element is referred to as being “on” another layer or substrate, it can be directly on the other layer or substrate, or intervening layers may also be present. Further, it will be understood that when a layer is referred to as being “under” another layer, it can be directly under, and one or more intervening layers may also be present. In addition, it will also be understood that when a layer is referred to as being “between” two layers, it can be the only layer between the two layers, or one or more intervening layers may also be present.
Hereinafter, embodiments of the present disclosure will be described, in detail, with reference to the accompanying drawings. The terms or words used in this specification and claims should not be construed as being limited to the usual or dictionary meaning and should be interpreted as meaning and concept consistent with the technical idea of the present disclosure based on the principle that the inventor can be his/her own lexicographer to appropriately define the concept of the term to explain his/her invention in the best way.
It will be understood that when an element or layer is referred to as being “on,” “connected to,” or “coupled to” another element or layer, it may be directly on, connected, or coupled to the other element or layer or one or more intervening elements or layers may also be present. If an element or layer is referred to as being “directly on,” “directly connected to,” or “directly coupled to” another element or layer, there are no intervening elements or layers present. For example, when a first element is described as being “coupled” or “connected” to a second element, the first element may be directly coupled or connected to the second element or the first element may be indirectly coupled or connected to the second element via one or more intervening elements.
In the figures, dimensions of the various elements, layers, etc. may be exaggerated for clarity of illustration. The same reference numerals designate the same elements. As used herein, the term “and/or” includes any and all combinations of one or more of the associated listed items. Further, the use of “may” when describing embodiments of the present disclosure relates to “one or more embodiments of the present disclosure.” Expressions, such as “at least one of” and “any one of,” when preceding a list of elements, modify the entire list of elements and do not modify the individual elements of the list. When phrases such as “at least one of A, B and C, “at least one of A, B or C,” “at least one selected from a group of A, B and C,” or “at least one selected from among A, B and C” are used to designate a list of elements A, B and C, the phrase may refer to any and all suitable combinations or a subset of A, B and C, such as A, B, C, A and B, A and C, B and C, or A and B and C. As used herein, the terms “use,” “using,” and “used” may be considered synonymous with the terms “utilize,” “utilizing,” and “utilized,” respectively. As used herein, the terms “substantially,” “about,” and similar terms are used as terms of approximation and not as terms of degree, and are intended to account for the inherent variations in measured or calculated values that would be recognized by those of ordinary skill in the art.
It will be understood that, although the terms first, second, third, etc. may be used herein to describe various elements, components, regions, layers, and/or sections, these elements, components, regions, layers, and/or sections should not be limited by these terms. These terms are used to distinguish one element, component, region, layer, or section from another element, component, region, layer, or section. Thus, a first element, component, region, layer, or section discussed below could be termed a second element, component, region, layer, or section without departing from the teachings of example embodiments.
Spatially relative terms, such as “beneath,” “below,” “lower,” “above,” “upper,” and the like, may be used herein for ease of description to describe one element or feature's relationship to another element(s) or feature(s) as illustrated in the figures. It will be understood that the spatially relative terms are intended to encompass different orientations of the device in use or operation in addition to the orientation depicted in the figures. For example, if the device in the figures is turned over, elements described as “below” or “beneath” other elements or features would then be oriented “above” or “over” the other elements or features. Thus, the term “below” may encompass both an orientation of above and below. The device may be otherwise oriented (rotated 90 degrees or at other orientations), and the spatially relative descriptors used herein should be interpreted accordingly.
As used herein, the singular forms “a” and “an” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “includes,” “including,” “comprises,” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
Also, any numerical range disclosed and/or recited herein is intended to include all sub-ranges of the same numerical precision subsumed within the recited range. For example, a range of “1.0 to 10.0” is intended to include all subranges between (and including) the recited minimum value of 1.0 and the recited maximum value of 10.0, that is, having a minimum value equal to or greater than 1.0 and a maximum value equal to or less than 10.0, such as, for example, 2.4 to 7.6. Any maximum numerical limitation recited herein is intended to include all lower numerical limitations subsumed therein, and any minimum numerical limitation recited in this specification is intended to include all higher numerical limitations subsumed therein. Accordingly, Applicant reserves the right to amend this specification, including the claims, to expressly recite any sub-range subsumed within the ranges expressly recited herein. All such ranges are intended to be inherently described in this specification.
References to two compared elements, features, etc. as being “the same” may mean that they are “substantially the same”. Thus, the phrase “substantially the same” may include a case having a deviation that is considered low in the art, for example, a deviation of 5% or less. In addition, when a certain parameter is referred to as being uniform in a given region, it may mean that it is uniform in terms of an average.
Throughout the specification, unless otherwise stated, each element may be singular or plural.
When an arbitrary element is referred to as being disposed (or located or positioned) on the “above (or below)” or “on (or under)” a component, it may mean that the arbitrary element is placed in contact with the upper (or lower) surface of the component and may also mean that another component may be interposed between the component and any arbitrary element disposed (or located or positioned) on (or under) the component.
In addition, it will be understood that when an element is referred to as being “coupled,” “linked” or “connected” to another element, the elements may be directly “coupled,” “linked” or “connected” to each other, or an intervening element may be present therebetween, through which the element may be “coupled,” “linked” or “connected” to another element. In addition, when a part is referred to as being “electrically coupled” to another part, the part can be directly connected to another part or an intervening part may be present therebetween such that the part and another part are indirectly connected to each other.
Throughout the specification, when “A and/or B” is stated, it means A, B or A and B, unless otherwise stated. That is, “and/or” includes any or all combinations of a plurality of items enumerated. When “C to D” is stated, it means C or more and D or less, unless otherwise specified.
Referring to
The temperature sensor 110 measures (detects) a temperature of each zone of a battery cell.
In
The temperature sensor 110 may include multiple temperature sensors to measure the temperature of each zone of the battery cell.
The thermal management module 120 may increase or reduce the temperature of each zone of the battery cell.
In an example embodiment, the thermal management module 120 may include a cooling element (that is, a device that reduces the temperature of the battery) and a heating element (that is, a device that increases the temperature of the battery). For example, thermoelectric elements (or water blocks) may be used to increase or reduce the temperature of each zone of the battery cell.
Referring to
In one or more embodiments, the thermal management module 120 may be disposed in, or otherwise able to access, each zone of the battery cell.
In addition, the thermal management module 120 may cool/heat each zone of the battery cell through, for example, endothermic/exothermic reactions using thermoelectric elements (or water blocks) in various embodiments.
In an example embodiment, the thermal management module 120 and the temperature sensor 110 may be disposed in non-overlapping positions to prevent errors in temperature detection (measurement).
The processor 130 may manage the temperature sensor 110 and the thermal management module 120 in an interoperable manner according to a specified algorithm.
Based on the temperature of each zone of the battery cell detected (measured) by the temperature sensor 110, the processor 130 may determine (select) a weak cell (or a worst cell) corresponding to a battery cell that has been degraded most rapidly among the multiple battery cells and has a reduced lifespan.
After determination (selection) of the weak cell (or weak zone), the processor 130 may perform at least one of the following: temperature control (for example, cooling control, heating control) and current control (for example, charging current reduction control, charging current stop control, etc.).
The storage module 140 may store an algorithm for performing current control and temperature control and data required therefor.
A method of performing current control and a method of performing temperature control will be described further below with reference to
In order to perform current control and temperature control, it is important to accurately determine (select) a weak cell (or a weak zone).
The processor 130 may be implemented, in various embodiments, as a central processing unit (CPU) or a system on chip (SoC), may run an operating system or an application to control multiple hardware or software components connected to the processor 130, and may perform various data processing and computation tasks. The processor 130 may be configured to execute at least one instruction stored in a memory (not shown) and to store data resulting from execution thereof in the memory.
Referring to
After determination (selection) of the weak cell, the processor 130 may perform at least one of temperature control (for example, cooling control, heating control) (see
Referring to
In an example embodiment, assuming that there are three battery cells, each divided into nine zones, wherein a first battery cell may have an inter-zone temperature difference (T_delta) of 10° C., as calculated through comparison between zone temperatures of the first battery cell, a second battery cell may have an inter-zone temperature difference (T_delta) of 8° C., as calculated through comparison between zone temperatures of the second battery cell, and a third battery cell has an inter-zone temperature difference (T_delta) of 5° C., as calculated through comparison between zone temperatures of the third battery, the processor 130 may determine the first cell, i.e., a battery cell having the largest inter-zone temperature difference (T_delta), as a weak cell.
If the inter-zone temperature difference (T_delta) of the weak cell is less than a predetermined upper threshold temperature (T_threshold_high) during battery charging, the processor 130 may allow battery charging to proceed and, if the inter-zone temperature difference (T_delta) of the weak cell is greater than or equal to the predetermined upper threshold temperature (T_threshold_high), the processor 130 may perform charging current reduction (or stop) control in a manner as shown in
In addition, if the inter-zone temperature difference (T_delta) of the weak cell becomes less than a predetermined lower threshold temperature (T_threshold_low) after charging current is reduced (or stopped), the processor 130 may allow battery charging with a normal (non-reduced) current.
The upper threshold temperature (T_threshold_high) and the lower threshold temperature (T_threshold_low) may be set through preliminary experiments or simply predetermined and may be varied depending on the type of battery and the capacity and characteristics thereof.
In some embodiments, the upper threshold temperature (T_threshold_high) and the lower threshold temperature (T_threshold_low) may reflect hysteresis characteristics, and the upper threshold temperature (T_threshold_high) may be set to a greater value than the lower threshold temperature (T_threshold_low).
Referring to
In embodiments, the processor 130 may calculate an average zone temperature of each battery cell.
In some embodiments, if the inter-zone temperature difference (T_delta) of the weak cell is less than a predetermined upper control temperature (T_control_high), the processor 130 may allow battery charging to proceed.
In other embodiments, if the inter-zone temperature difference (T_delta) of the weak cell is greater than or equal to the predetermined upper control temperature (T_control_high), the processor 130 may perform temperature control. Temperature control may be performed only for the weak cell, for all battery cells, or for some specific battery cells on a zone-by-zone basis. If the inter-zone temperature difference (T_delta) of the weak cell is less than a predetermined lower control temperature (T_control_low), the processor 130 may not perform temperature control.
In one or more embodiments, if the average zone temperature of each battery cell (or the weak cell) is greater than a predetermined heater-on threshold temperature (T_threshold_heater_on), the processor 130 may perform cooling control in a manner as shown in
In embodiments, the upper control temperature (T_control_high) and the lower control temperature (T_control_low) may be set through preliminary experiments or simply predetermined and may be varied depending on the type of battery and the capacity and characteristics thereof. In addition, the upper control temperature (T_control_high) and the lower control temperature (T_control_low) may reflect hysteresis characteristics, and the upper control temperature (T_control_high) may be required to always be greater than the lower control temperature (T_control_low). Further, comparison of values of the upper threshold temperature, the lower threshold temperature, the upper control temperature, the lower control temperature may be as follows: upper threshold temperature (T_threshold_high)>upper control temperature (T_control_high)>lower threshold temperature (T_threshold_low)>lower control temperature (T_control_low).
Referring to
In addition, if the processor does not perform the temperature control operation, the processor 130 may perform the temperature detection operation at predetermined time intervals (for example, every 1 second).
Depending on settings, the processor 130 may perform only temperature control (for example, cooling control, heating control) (see
Next, a method of more accurately determining (selecting) a weak cell (that is, a weak battery cell) in a battery module composed of multiple battery cells will be described with reference to
For reference, if there is a large temperature difference between a cooling part of a battery and an outside environment (for example, in the case of a bottom cooling system or the like), there may also be a large inter-zone temperature difference in one battery cell.
As a result, temperature measurement of the battery cell is highly sensitive to the surrounding environment and thus is “noisy” (that is, inaccurate). Accordingly, accuracy of current control based solely on the temperature measurement is reduced (that is, poor accuracy in determining the timing of current control may cause an increase in charging time or may make effective battery life extension difficult. Therefore, embodiments include a method of performing more accurate current control by minimizing temperature measurement noise.
Referring to
For reference, the lower threshold temperature (threshold_low) may be a temperature at which significant current draw is expected to occur and the upper threshold temperature (threshold_high) may be a temperature at which internal degradation of a battery cell becomes severe due to current draw. However, the lower threshold temperature and the upper threshold temperature may be, for example, set through preliminary experiments.
In addition, at the moment when the maximum temperature difference between the battery cells (that is, the maximum inter-cell deviation) exceeds the lower threshold temperature (threshold_low), the processor 130 stores a current charging current value as a lower threshold current (Current_th_low).
Referring to
In some embodiments, a parameter value (parameter x) may be calculated by subtracting the lower threshold temperature (threshold_low) from the upper threshold temperature (threshold_high), a weighted factor (weighted_factor) may be calculated by transforming a value obtained by subtracting the maximum temperature difference between the battery cells (that is, the maximum inter-cell deviation) from the upper threshold temperature (threshold_high) into a log scale (that is, Log×(Threshold_high-Maximum inter-cell deviation)) and charging current may be calculated by subtracting the weighted factor (weighted_factor) from a lower threshold current (Current_th_low).
Referring to
The weighted factor (weighted_factor) may only change toward a smaller value within the range defined by the upper threshold temperature (threshold-high) and the lower threshold temperature (threshold-low), such that if the battery temperature drops due to reduction in charging current, the processor 130 may not immediately increase charging current in order to sufficiently reduce the inter-zone temperature difference of a battery cell in which a problem has occurred (that is, a weak cell).
However, if the maximum temperature difference between the battery cells (that is, the maximum inter-cell deviation) becomes less than the lower threshold temperature (threshold_low) and thus the weighted factor (weighted_factor) is reset to 1, the processor 130 may resume charging (“release” in
Comparing
There may be cases where it is difficult to determine the presence of a current draw-induced temperature difference based solely on the maximum temperature difference between battery cells (that is, the maximum inter-cell deviation) described above. In an example embodiment, in a battery module with a bottom cooling system, there can be a temperature difference between lower and upper portions of a battery cell due to the effect of cooling operation of the bottom cooling system, rather than there being a temperature difference due to the effect of current draw. Accordingly, in order to determine temperature increase (that is, heat) caused by electric current being drawn to a particular zone of a battery cell, this example embodiment uses an average temperature gradient of each cell of a battery cell with respect to surrounding temperature (that is, an average temperature difference between each zone of a battery cell and surrounding zones thereof).
Assuming that one battery cell is divided into 12 zones, as shown in
In addition, assuming that temperature values of 12 zones are as shown in
Accordingly, the number of surrounding zones that need to be considered to calculate an average temperature gradient of each zone of the battery cell with respect to surrounding temperature (that is, an average temperature difference between each zone of the battery cell and surrounding zones thereof) may vary depending on the location of each zone of the battery cell.
Referring to
Referring to
Referring to
Referring to
In an example embodiment, referring to
The processor 130 may then calculate a maximum average temperature gradient between the battery cells (max(gCell1 to gCellN)) among the maximum average zonal temperature gradients (gCell1 to gCellN) of the battery cells (the average temperature differences between each zone of a battery cell and surrounding zones thereof) (S302).
If the maximum average temperature gradient between the battery cells (max(gCell1 to gCellN)) is greater than a predetermined lower threshold temperature (threshold_low) (if Yes is the outcome of S303), the processor 130 may perform charging current control as shown in
For reference, the lower threshold temperature (threshold_low) may be a temperature at which significant current draw is expected to occur and the upper threshold temperature (threshold_high) may be a temperature at which internal degradation of a battery cell becomes severe due to current draw. In embodiments, the lower threshold temperature and the upper threshold temperature may be, for example, set through preliminary experiments.
In addition, at the moment when the maximum average temperature gradient between the battery cells (max(gCell1 to gCelln) exceeds the lower threshold temperature (threshold_low), the processor may store a current charging current value as a lower threshold current (Current_th_low).
Referring to
In embodiments, a parameter value (parameter x) may be calculated by subtracting the lower threshold temperature (threshold_low) from the upper threshold temperature (threshold_high), and a weighted factor (weighted_factor) may be calculated by transforming a value obtained by subtracting the maximum average temperature gradient between the battery cells (max(gCell1 to gCellN)) from the upper threshold temperature (threshold_high) into a log scale (that is, Log×(Threshold_high-Maximum average temperature gradient)), and charging current may be calculated by subtracting the weighted factor (weighted_factor) from the lower threshold current (Current_th_low).
Referring to
In embodiments, the weighted factor (weighted_factor) may only change toward a smaller value within the range defined by the upper threshold temperature (threshold-high) and the lower threshold temperature (threshold-low). That is, in some embodiments, even when the battery temperature drops due to reduction in charging current, the processor 130 may not immediately increase charging current in order to sufficiently reduce the inter-zone temperature difference of a battery cell in which a problem has occurred (that is, a weak cell).
In other embodiments, if the maximum average temperature gradient between the battery cells (max(gCell1 to gCellN)) becomes less than the lower threshold temperature (threshold_low) and thus the weighted factor (weighted_factor) is reset to 1, the processor 130 may resume charging (“release” in
Comparing
In general, charging a battery module at the lowest possible rate takes an excessively long time to complete despite the advantage of reducing temperature imbalance between battery cells. According to embodiments of the present disclosure, shortened charging time and extended battery life may be ensured through reduction in partial degradation of the battery cells by accurately determining the timing of current control, that is, by performing charging with a normal current before the temperature imbalance between the battery cells increases above a threshold value and performing charging current control after the temperature imbalance between the battery cells increases above the threshold value.
According to the present invention, when there is a temperature imbalance between the battery cells during charging, the temperature imbalance can be resolved aggressively rather than by limiting charging current, thereby reducing degradation of the battery cells while shortening the time required to complete charging.
As used herein, “part” or “module” may include a unit implemented in hardware, software, or firmware, and may be used interchangeably with terms, for example, logic, logic block, component, or circuit. A “part” or “module” may be an integrally formed part or a minimal unit or portion of the part that performs one or more functions. For example, according to one or more embodiments, the “part” or “module” may be implemented in the form of an Application-Specific Integrated Circuit (ASIC).
The embodiments described herein may be implemented, for example, as a method or process, a device, a software program, a data stream, or a signal. Although discussed in the context of a single type of implementation (for example, discussed only as a method), features discussed herein may also be implemented in other forms (for example, a device or a program). The device may be implemented by suitable hardware, software, firmware, and the like. The method may be implemented on a device, such as a processor that generally refers to a processing device including a computer, a microprocessor, an integrated circuit, a programmable logic device, etc. The processor includes a communication device such as a computer, a cell phone, a personal digital assistant (PDA), and other devices that facilitate communication of information between the device and end-users.
Example embodiments have been disclosed herein, and although specific terms are employed, they are used and are to be interpreted in a generic and descriptive sense only and not for purpose of limitation. In some instances, as would be apparent to one of ordinary skill in the art as of the filing of the present application, features, characteristics, and/or elements described in connection with a particular embodiment may be used singly or in combination with features, characteristics, and/or elements described in connection with other embodiments unless otherwise specifically indicated. Accordingly, it will be understood by those of skill in the art that various changes in form and details may be made without departing from the spirit and scope of the present invention as set forth in the following claims.
| Number | Date | Country | Kind |
|---|---|---|---|
| 10-2023-0172414 | Dec 2023 | KR | national |