Patent Application
20250062627
The present application claims priority and the benefit of Korean Patent Application No. 10-2023-0106357, filed on Aug. 14, 2023, in the Korean Intellectual Property Office, the entire disclosure of which is incorporated herein by reference.
One or more embodiments relate to a battery system, and more specifically, to a battery system that compresses and transmits data collected from battery cells by using a Huffman algorithm, and an operating method of a battery management system.
Recently, secondary batteries have been used in a variety of ways, such as energy storage systems and electric vehicles (EVs). An energy storage system may improve energy efficiency and may enable stable operation of a power system by storing power when demand for power is low and using the stored power when demand for power is high. Recently, as the spread of smart grids and new and renewable energy has expanded and the efficiency and stability of power systems have been emphasized, the demand for energy storage systems is increasing to control power supply and demand and improve power quality, and energy storage systems are becoming increasingly large in capacity.
Embodiments are directed to a battery system including a plurality of battery cells, a lower controller configured to collect cell voltages of the plurality of battery cells at each sampling period of a plurality of sampling periods, calculate, based on the cell voltages, an average cell voltage and cell voltage deviations, encode the cell voltage deviations into first bit codes by using a first cell voltage Huffman code table, and transmit the average cell voltage and the first bit codes at each sampling period of the plurality of sampling periods, and an upper controller configured to receive the average cell voltage and the first bit codes from the lower controller, decode the first bit codes into decoded cell voltage deviations by using a second cell voltage Huffman code table, and generate restored cell voltages of the plurality of battery cells by using the average cell voltage and the decoded cell voltage deviations.
In embodiments the battery system may further include a lower memory in which the first cell voltage Huffman code table readable by the lower controller may be stored in advance and an upper memory in which the second cell voltage Huffman code table readable by the upper controller may be stored in advance.
In embodiments, the battery system may further include a module controller configured to sense the cell voltages of the plurality of battery cells at each sampling period of the plurality of sampling periods and transmit sensed cell voltages to the lower controller.
In embodiments, the first cell voltage Huffman code table and the second cell voltage Huffman code table may store the same first bit code for a cell voltage deviation as each other.
In embodiments, the first and second cell voltage Huffman code tables may be such that a maximum error may be the same or increases as an absolute value of the cell voltage deviation increases.
In embodiments, the first and second cell voltage Huffman code tables may be configured to perform lossless compression if the cell voltage deviation may be between a first reference value less than 0 and a second reference value greater than 0.
In embodiments, the first and second cell voltage Huffman code tables may be asymmetrical such that a speed at which the maximum error may increase on average if the cell voltage deviation may be less than 0 may be slower than a speed at which the maximum error increases on average if the cell voltage deviation is greater than 0.
In embodiments, at least one of the upper controller and the lower controller may be configured to estimate, based on a size of transmission data including the first bit codes at each sampling period of the plurality of sampling periods, a degree of aging of the plurality of battery cells.
In embodiments, the lower controller may be configured to collect cell temperatures of the plurality of battery cells at each sampling period of the plurality of sampling periods, calculate, based on the cell temperatures, an average cell temperature and cell temperature deviations, encode the cell temperature deviations into second bit codes by using a first cell temperature Huffman code table, and transmit the average cell temperature and the second bit codes to the upper controller at each sampling period of the plurality of sampling periods, and the upper controller may be configured to receive the average cell temperature and the second bit codes from the lower controller, decode the second bit codes into decoded cell temperature deviations by using the second cell temperature Huffman code table, and generate restored cell temperatures of the plurality of battery cells by using the average cell temperature and the decoded cell temperature deviations.
In embodiments, the battery system may include a lower memory in which the first cell temperature Huffman code table readable by the lower controller may be stored in advance and an upper memory in which the second cell temperature Huffman code table readable by the upper controller may be stored in advance.
In embodiments, wherein the first cell temperature Huffman code table and the second cell temperature Huffman code table may store a same second bit code for a cell temperature deviation as each other.
In embodiments, the first and second cell temperature Huffman code tables may be symmetrical such that a maximum error is the same or increases as an absolute value of the cell temperature deviation increases.
Embodiments are directed to an operating method of a battery management system including a lower controller and an upper controller, the method including collecting, by the lower controller, cell voltages of a plurality of battery cells at each sampling period of a plurality of sampling periods, based on the cell voltages, calculating, by the lower controller, an average cell voltage and cell voltage deviations, encoding, by the lower controller, the cell voltage deviations into first bit codes by using a first cell voltage Huffman code table stored in advance, transmitting, by the lower controller, the average cell voltage and the first bit codes to the upper controller at each sampling period of a plurality of sampling periods, receiving, by the upper controller, the average cell voltage and the first bit codes from the lower controller, decoding, by the upper controller, the first bit codes into decoded cell voltage deviations by using a second cell voltage Huffman code table stored in advance, and generating, by the upper controller, restored cell voltages of the plurality of battery cells by using the average cell voltage and the decoded cell voltage deviations at each sampling period.
In embodiments, the first cell voltage Huffman code table and the second cell voltage Huffman code table may store the same first bit code for a cell voltage deviation as each other.
In embodiments, at least one of the upper controller or the lower controller may store the average cell voltage at each sampling period, may store a size of transmission data including the first bit codes at each sampling period of the plurality of sampling periods and may estimate a degree of aging of the plurality of battery cells, based on the size of the transmission data.
In embodiments, the method may further include collecting, by the lower controller, cell temperatures of the plurality of battery cells at each sampling period of the plurality of sampling periods, based on the cell temperatures, calculating, by the lower controller, an average cell temperature and cell temperature deviations, encoding, by the lower controller, the cell temperature deviations into second bit codes by using the first cell temperature Huffman code table stored in advance, transmitting, by the lower controller, the average cell temperature and the second bit codes to the upper controller at each sampling period of the plurality of sampling periods, receiving, by the upper controller, the average cell temperature and the second bit codes from the lower controller, decoding, by the upper controller, the second bit codes into decoded cell temperature deviations by using the second cell temperature Huffman code table stored in advance and generating, by the upper controller, restored cell temperatures of the plurality of battery cells by using the average cell temperature and the decoded cell temperature deviations for each sampling period.
In embodiments, the first cell temperature Huffman code table and the second cell temperature Huffman code table may store the same second bit code for a cell temperature deviation as each other.
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:
Example embodiments will now be described more fully hereinafter with reference to the accompanying drawings; however, they may be embodied in different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey exemplary implementations to those skilled in the art.
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. Like reference numerals refer to like elements throughout.
In the description of the drawings, like reference numerals have been used for like elements. In the accompanying drawings, dimensions of structures may be exaggerated or reduced than actual sizes for clarity.
The terms used herein are for the purpose of describing particular embodiments only and are not intended to be limiting of the disclosure. The singular forms include the plural forms unless the context clearly indicates otherwise. In the present disclosure, terms such as “include” or “have” are intended to designate the existence of listed features, but it should be understood that it does not preclude the possibility of the presence or addition of one or more other features, numbers, steps, operations, components, parts, or combinations thereof. In the present disclosure, the term “and/or” may be used to include any and all combinations of features listed together. In the present disclosure, the terms “first” and “second”, etc., may be used herein to describe various features and to distinguish one feature from other features, and, these features should not be limited by these terms. In the following description, when an element is referred to as being “on” another element, this includes not only a case when one element is located directly above another element, but also a case when another element is disposed therebetween.
Unless defined otherwise, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which various embodiments of the present disclosure belong. Terms such as those defined in commonly used dictionaries should be interpreted as having a meaning consistent with the meaning in the context of the related art, and unless explicitly defined in various embodiments of the present disclosure, the terms are not to be construed in an idealized or overly formal sense.
Referring to
In embodiments, the battery system 100 may include an energy storage system. According to an implementation, the battery system may be a battery pack of an electric vehicle. Hereinafter, embodiments of the present disclosure will be described assuming that the battery system 100 is an energy storage system.
The battery 160, as a part for storing power, outputs electrical energy to the outside when discharging, and stores electrical energy input from the outside when charging. Each battery 160 may include a plurality of battery cells 161 connected in series, parallel, or a combination of series and parallel. The number of battery cells 161 included in the battery 160 may be determined according to the required output voltage and storage capacity.
The batteries 160 may be connected to each other in series, parallel, or a combination of series and parallel. In an implementation, the batteries 160 included in one battery rack 120 may be connected to each other in series, and the battery racks 120 may be connected to each other in parallel.
The battery cell 161 may include a rechargeable secondary battery. In an implementation, the battery cell 161 may be a lithium-ion battery, a lithium polymer battery, a nickel-cadmium battery, or a nickel metal hydride (NiMH) battery, a lead acid battery, or the like.
The system BMS 110, the rack BMS 130, and the module BMS 150 hierarchically constitute the battery management system of the battery system 100. As shown in
The module BMS 150 may monitor the status of the battery 160 assigned to the module BMS 150, that is, the battery 160 may be included in the same battery module 150, and may perform an operation of cell balancing of the battery cells 161, etc. The module BMS 150 may measure a cell voltage and a cell temperature of the battery cells 161 and transmit the measured cell voltage and the cell temperature of the battery cells 161 to the rack BMS 130. The module BMS 150 may perform a cell balancing function according to the control of the rack BMS 130.
The rack BMS 130 may collect a cell voltage and a cell temperature of the battery cells 161 included in the battery rack 120 through the module BMS 150, and may provide the collected data of the battery cells 161 to the system BMS 110. The rack BMS 130 may transmit a cell balancing command to the module BMS 150 to which the corresponding battery cell may be assigned to perform cell balancing with respect to the battery cells having a cell voltage higher or lower than a reference value compared to other battery cells 161. The rack BMS 130 may measure a total voltage and a charge/discharge current of the battery rack 120. The rack BMS 130 may estimate the state of charge (SOC) and state of health (SOH) of the batteries 160 or the battery cells 161, and may control a contactor (not shown) if detecting a preset event.
The system BMS 110 may receive data of the battery cells 161 from the plurality of lower-level rack BMSs 130, may control the battery rack 120 based on the received data, and may transmit data of the battery system 100 to an upper-level system, such as an energy management system (EMS) and a power control system (PCS).
The system BMS 110 and the plurality of rack BMSs 130 may communicate via CAN-Bus, and may communicate at a transmission speed of about 500 kbps considering the maximum distance between the system BMS 110 and the plurality of rack BMSs 130. The system BMS 110 and the plurality of rack BMS 130 may also increase transmission speed by using two CAN-Bus.
The module BMS 150 may measure a cell voltage and a cell temperature of the battery cells 161 in the battery 160 at each preset sampling period, and may transmit the measured cell voltage and the cell temperature to the rack BMS 130. The module BMS 150 may include a voltage sensor and a temperature sensor to measure a cell voltage and a cell temperature of the battery cells 161.
The rack BMS 130 may collect cell voltages and cell temperatures of the battery cells 161 in the battery rack 120 through the module BMS 150. The rack BMS 130 may collect cell voltages and cell temperatures of the battery cells 161 at each sampling period.
The rack BMS 130 may calculate an average cell voltage and cell voltage deviations based on the cell voltages of the battery cells 161, may encode the cell voltage deviations into first bit codes using the first cell voltage Huffman code table, and may transmit the average cell voltage and the first bit codes to the system BMS 110 at each sampling period.
The system BMS 110 may receive the average cell voltage and the first bit codes from the rack BMS 130, may decode the first bit codes into decoded cell voltage deviations using the second cell voltage Huffman code table, and may generate restored cell voltages of the battery cells 161 using the average cell voltage and the decoded the cell voltage deviations.
As shown in
The rack BMS 130 may estimate an aging degree of the batteries 160 included in the battery rack 120 at each sampling period based on a size of data transmitted to the system BMS 110. The data transmitted to the system BMS 110 at each sampling period may include first bit codes.
The system BMS 110 may estimate an aging degree of the batteries 160 included in the battery rack 120 corresponding to the rack BMS 130 at each sampling period based on a size of data received from the rack BMS 130. The data received from the rack BMS 130 at each sampling period may include first bit codes.
The rack BMS 130 may calculate the average cell temperature and cell temperature deviations based on the cell temperatures of the battery cells 161, may encode the cell temperature deviations into second bit codes using the first cell temperature Huffman code table, and may transmit the average cell temperature and the second bit codes to the system BMS 110 at each sampling period.
System BMS 110 may receive an average cell temperature and the second bit codes from the rack BMS 130, may decode the second bit codes into cell temperature deviations using the second cell temperature Huffman code table, and may generate restored cell temperatures of the battery cells 161 using the average cell temperature and the cell temperature deviations.
Referring to
The lower controller 210 and lower memory 220 may be included in the rack BMS (130 in
The lower controller 210 includes a cell voltage collection unit 211, an average cell voltage calculation unit 212, a cell voltage deviation calculation unit 213, a cell voltage deviation encoding unit 214, and a transmission unit 215. The first cell voltage Huffman code table 221 may be stored in advance in the lower memory 220.
The cell voltage collection unit 211 may collect cell voltages of battery cells 161 (refer to
The sampling period may be, e.g., about 10 msec. In an implementation, the sampling period may be shorter than about 10 msec, such as about 1 msec, or longer than about 10 msecs, such as about 100 msec.
The average cell voltage calculation unit 212 may calculate an average cell voltage based on cell voltages of the battery cells 161, and the cell voltage deviation calculation unit 213 may calculate cell voltage deviations of the battery cells 161 by subtracting the average cell voltage from each of the cell voltages of the battery cells 161 (S120).
The cell voltage deviations may be distributed centered zero, e.g., the distribution of cell voltage deviations may be centered at zero. In an implementation, the cell voltage deviations may be distributed similar to a Gaussian distribution. In an implementation, if the average cell voltage of the battery cells 161 is low enough that the state of charge of the battery cells 161 is close to 0, the cell voltage deviations may be widely distributed in a negative (−) direction. That is, the standard deviation of negative (−) cell voltage deviations may be greater than the standard deviation of positive (+) cell voltage deviations.
The cell voltage deviation encoding unit 214 may encode the cell voltage deviations into first bit codes using the first cell voltage Huffman code table 221 stored in the lower memory 220 (S130).
The first cell voltage Huffman code table 221 may be a table in which first bit code values for cell voltage deviation values may be stored, and may be configured such that a frequently occurring cell voltage deviation value corresponds to a short first bit code value. Because the cell voltage deviations may be distributed similarly to a Gaussian distribution, a first bit code value corresponding to a cell voltage deviation value of 0 may be the shortest. As an absolute value of the cell voltage deviation value increases, a length of the first bit code value corresponding to the cell voltage deviation value may become greater. The first cell voltage Huffman code table 221 will be described in more detail below with reference to
Cell voltages may be expressed in 16 bits. The first bit code may be expressed as 1 bit to several tens of bits. However, because the cell voltage deviations may have a distribution similar to a Gaussian distribution, most of the first bit codes encoded cell voltage deviations may be expressed in several bits. If cell voltage deviations calculated from actual cell voltages are encoded into first bit codes, the first bit codes may have an average length of about 4.79 bits. Because cell voltages of 16-bit may be compressed into about 4.79-bit first bit codes, a compression ratio may be approximately 30%.
The transmission unit 215 may transmit an average cell voltage calculated by the average cell voltage calculation unit 212 and first bit codes generated by the cell voltage deviation encoding unit 214 to the upper controller 230 (S140).
The upper controller 230 includes a receiving unit 231, a cell voltage deviation decoding unit 232, and a cell voltage restoration unit 233. A second cell voltage Huffman code table 241 may be stored in advance in the upper memory 240.
The receiving unit 231 may receive the average cell voltage and the first bit codes from the lower controller 210 (S210).
The cell voltage deviation decoding unit 232 may decode the first bit codes into cell voltage deviations using the second cell voltage Huffman code table 241 stored in the upper memory 240 (S220). The second cell voltage Huffman code table 241 may be the same as the first cell voltage Huffman code table 221. The first and second cell voltage Huffman code tables 221 and 241 may store the same first bit code for the cell voltage deviation as each other. The second cell voltage Huffman code table 241 may be the first cell voltage Huffman code table 221 received by the upper controller 230 from the lower controller 210 and stored in the upper memory 240.
The cell voltage deviations generated by decoding the first bit codes by the cell voltage deviation decoding unit 232 may exactly match the cell voltage deviations calculated from the cell voltages of the battery cells 161 by the cell voltage deviation calculation unit 213, but some may have certain errors. The first and second cell voltage Huffman code tables 221 and 241 may be configured to be losslessly compressed if the cell voltage deviation value is within a predetermined range. The predetermined range may be between a first reference value less than 0 and a second reference value greater than 0. If the cell voltage deviation value is outside the predetermined range, a certain error may occur between a cell voltage deviation value calculated by the cell voltage deviation calculation unit 213 and the cell voltage deviation value generated by the cell voltage deviation decoding unit 232, but the size of the error may be less than a maximum error. The first and second cell voltage Huffman code tables 221 and 241 may be configured such that the maximum error remains the same or increases as an absolute value of the cell voltage deviation increases.
The cell voltage restoration unit 233 may generate restored cell voltages of the plurality of battery cells 161 using an average cell voltage and decoded cell voltage deviations (S230). As described above, the restored cell voltages of the battery cells 161 may be mostly the same as the cell voltages of the battery cells 161, and even if an error occurs between the cell voltages of the battery cells 161, the restored cell voltages of the battery cells 161 may be less than or equal to a preset maximum error.
In an implementation, by encoding and transmitting the cell voltage deviations into first bit codes rather than transmitting the cell voltage values as is, the size of data to be transmitted may be greatly reduced. In an implementation, if 484 cell voltage values are directly transmitted, data of 7.744 kbit should be transmitted, but if the first bit codes are encoded and transmitted using the cell voltage Huffman code table (221, 241) according to the present disclosure, the first bit codes may be transmitted as data of 2.334 kbit. Because the size of data to be transmitted may be reduced by approximately 30%, the sampling period may be reduced to about 0.3 times even if the transmission speed is maintained. That is, if the sampling period was about 10 msec, the sampling period may be reduced to about 3 msec according to the present disclosure.
In another implementation, if the number of battery racks 120 included in the battery system 100 was 6, according to the present disclosure, the number of battery racks 120 to be included in the battery system 100 may be increased to 20.
Referring to
The cell voltage Huffman code tables 221 and 241 may be configured such that the maximum error remains the same or increases as an absolute value of the cell voltage deviation increases.
The cell voltage Huffman code tables 221 and 241 may be configured to perform lossless compression if the cell voltage deviation is between a first reference value less than 0 and a second reference value greater than 0. Referring to
If the cell voltage deviation is about −150 mV to about −50 mV, the maximum error between a cell voltage and a restored cell voltage may be about 1 mV. In addition, if the cell voltage deviation is about 50 mV to about 150 mV, the maximum error between the cell voltage and the restored cell voltage may be about 1 mV.
If the cell voltage deviation is about −250 mV to about −150 mV or about 150 mV to about 250 mV, the maximum error between the cell voltage and the restored cell voltage may be about 2 mV. If the cell voltage deviation is about −350 mV to about −250 mV or about 250 mV to about 350 mV, the maximum error between the cell voltage and the restored cell voltage may be about 3 mV. In this way, as the absolute value of the cell voltage deviation increases, the maximum error may remain the same or increase.
The cell voltage Huffman code tables 221 and 241 may be configured such that the maximum error according to the cell voltage deviation has left and right asymmetry. In an implementation, if the average cell voltage of the battery cells 161 is low, the cell voltage deviations may be widely distributed in a negative (−) direction, and thus, the cell voltage Huffman code tables 221 and 241 may be asymmetrically configured such that an average speed at which the maximum error increases if the cell voltage deviation is less than 0 may be lower than a speed at which the maximum error increases if the cell voltage deviation is greater than 0.
In an implementation, if the cell voltage deviation is less than about −3000 mV, the maximum error may be about 50 mV, while if the cell voltage deviation exceeds about 550 mV, the maximum error may be about 50 mV. In an implementation, within a cell voltage deviation range from about −1000 mV to about 0 mV, the maximum error may increase from about 0 mV to about 10 mV as the cell voltage deviation decreases, while within a cell voltage deviation range from about 0 mV to about 550 mV, the maximum error may increase from about 0 mV to about 5 mV, and if the cell voltage deviation exceeds about 550 mV, the maximum error may significantly increase to about 50 mV.
Referring to
The lower controller 210 may include a cell voltage collection unit 211, an average cell voltage calculation unit 212, a cell voltage deviation calculation unit 213, a cell voltage deviation encoding unit 214, a transmission unit 215, a cell temperature collection unit 216, an average cell temperature calculation unit 217, a cell temperature deviation calculation unit 218, and a cell temperature deviation encoding unit 219. The lower memory 220 may store a first cell voltage Huffman code table 221 and a first cell temperature Huffman code table 222 in advance.
The cell voltage collection unit 211, the average cell voltage calculation unit 212, the cell voltage deviation calculation unit 213, the cell voltage deviation encoding unit 214, the transmission unit 215 of the lower controller 210 and the first cell voltage Huffman code table 221 stored in the lower memory 220 may be substantially the same as the lower controller 210 and the first cell voltage Huffman code table 221 shown in
The upper controller 230 may include a receiving unit 231, a cell voltage deviation decoding unit 232, a cell voltage restoration unit 233, a cell temperature deviation decoding unit 234, and a cell temperature restoration unit 235. The upper memory 240 may store a second cell voltage Huffman code table 241 and a second cell temperature Huffman code table 242 in advance.
The receiving unit 231, the cell voltage deviation decoding unit 232, and the cell voltage restoration unit 233 of the upper controller 230, and the second cell voltage Huffman code table 241 stored in the upper memory 240 may be substantially the same as the upper controller 230 and the second cell voltage Huffman code table 241 shown in
The cell temperature collection unit 216 may collect cell temperatures of the battery cells 161 (refer to
The average cell temperature calculation unit 217 may calculate an average cell temperature based on the cell temperatures of the battery cells 161, and the cell temperature deviation calculation unit 218 may calculate cell temperature deviations of the battery cells 161 by subtracting the average cell temperature from each of the cell temperatures of the battery cells 161 (S160). The cell temperature deviations may be distributed centered zero, e.g., the distribution of cell voltage deviations may be centered at zero. In an implementation, cell temperature deviations may be distributed similar to a Gaussian distribution.
The cell temperature deviation encoding unit 219 may encode the cell temperature deviations into second bit codes by using the first cell temperature Huffman code table 222 stored in the lower memory 220 (S170).
The first cell temperature Huffman code table 222 may be a table in which second bit code values for cell temperature deviation values may be stored and may be configured such that the most frequently occurring cell temperature deviation value corresponds to a short first bit code value. Because the cell temperature deviations may be distributed similarly to a Gaussian distribution, the first bit code value corresponding to a cell temperature deviation value of 0 may be the shortest. As an absolute value of the cell temperature deviation value increases, a length of the first bit code value corresponding to the cell temperature deviation value may become greater. The first cell temperature Huffman code table 222 is described in more detail below with reference to
The cell temperatures may be expressed in 16 bits. The second bit code may be expressed as 1 bit to several tens of bits. However, because the cell temperature deviations have a distribution similar to a Gaussian distribution, second bit codes encoding cell temperature deviations may be expressed mostly in several bits. If the cell temperature deviations calculated from actual cell temperatures are encoded into second bit codes, the second bit codes may have an average length of about 3.47 bits. Because 16-bit cell temperatures may be compressed into about 3.47 bit second bit codes, the compression ratio may be approximately 20%.
The transmission unit 215 may transmit the average cell temperature calculated by the average cell temperature calculation unit 217 and the second bit codes generated by the cell temperature deviation encoding unit 219 to the upper controller 230 (S180).
The receiving unit 231 may receive the cell temperature average and second bit codes from the lower controller 210 (S240).
The cell temperature deviation decoding unit 234 may decode the second bit codes into cell temperature deviations by using the second cell temperature Huffman code table 242 stored in the upper memory 240 (S250). The first and second cell temperature Huffman code tables 222 and 242 may store the same second bit code for cell temperature deviation as each other.
The cell temperature deviations generated by decoding the second bit codes the cell temperature deviation decoding unit 234 may mostly exactly match the cell temperature deviations calculated from the cell temperatures of the battery cells 161 by the cell temperature deviation calculation unit 218, but some may have slight errors.
The cell temperature restoration unit 235 may generate restored cell temperatures of the plurality of battery cells 161 by using the average cell temperature and the decoded cell temperature deviations (S260). As described above, most of the recovery cell temperatures of the battery cells 161 may be the same as the cell temperatures of the battery cells 161, and some restored cell temperatures may have a slight error with the cell temperatures of the battery cells 161. However, this error may be small and below a preset maximum error.
The size of data to be transmitted may be greatly reduced by encoding the cell temperature deviations into second bit codes and transmitting them instead of transmitting the cell temperature values as is. In an implementation, if 99 cell temperature values are directly transmitted, data of 1.584 kbit may be transmitted at each sampling period, but according to the present disclosure, if the second bit codes are encoded and transmitted using the cell temperature Huffman code tables 222 and 242, data of about 360 bits may be compressed and transmitted at each sampling period.
Because the size of data to be transmitted may be reduced by approximately 23%, the sampling period may be reduced about 0.23 times even if the transmission speed is maintained. That is, if the sampling period was 10 msec, the sampling period may be reduced to about 2.3 msec according to the present disclosure. In an implementation, if the number of battery racks 120 included in the battery system 100 was 6, according to the present disclosure, the number of battery racks 120 included in the battery system 100 may be increased to 25.
Referring to
If the absolute value of the cell temperature deviation exceeds the above reference value, a certain error may occur between the cell temperature deviation value calculated by the cell temperature deviation calculation unit 218 and the cell temperature deviation value generated by the cell temperature deviation decoding unit 234, but the size of the error may be less than the maximum error.
A lossless compression may be achieved if the cell temperature deviation is zero. If the cell temperature deviation is about −10° C. to about 10° C., the maximum error between the cell temperature and the restored cell temperature may be about 0.5° C. In addition, if the cell temperature deviation is about −20° C. to about −10° C. or about 10° C. to about 20° C., the maximum error between the cell temperature and the restored cell temperature may be about 1° C. The first and second cell temperature Huffman code tables 222 and 242 may be symmetrically configured such that the maximum error may be the same or increases as the absolute value of the cell temperature deviation increases.
Referring to
The controller 310 may be a lower controller 210 (refer to
As described above with reference to
The average cell voltage storage unit 311 may store the average cell voltage transmitted at each sampling period in the aging data storage unit 321. The transmission data size storage unit 312 may store the size of transmission data transmitted at each sampling period in the aging data storage unit 321. The transmission data may include first bit codes. The transmission data may include both the average cell voltage and the first bit codes transmitted at each sampling period.
If the battery cells 161 are fresh, cell voltages may be uniform, but as the battery cells 161 age, the cell voltages may become relatively non-uniform. If the cell voltages of the battery cells 161 are low, the cell voltages may be distributed somewhat widely.
If encoding cell voltage deviations into first bit codes using the Huffman code table according to the present disclosure, if the cell voltages are uniform, the cell voltage deviations may be encoded into first bit codes having a short length, but as cell voltages become more non-uniform, cell voltage deviations having large absolute values may be encoded into first bit codes having long lengths, and thus the total length of the first bit codes may become greater.
The aging estimation unit 313 may use these characteristics to estimate the aging degree of the battery 160 based on the size of the transmitted data. In an implementation, the aging estimation unit 313 may extract, from the aging data storage unit 321, transmitted data sizes if the average cell voltage is greater than a reference value, and may estimate the degree of aging based on an average size of a predetermined number of recently transmitted data sizes among the extracted transmission data sizes.
A first transmission data size when the battery cells 161 are fresh and a second transmission data size when the battery cells 161 age may be stored in advance in the aging data storage unit 321. The aging estimation unit 313 may estimate the degree of aging of the battery 160 by comparing the average size of a predetermined number of recently transmitted data with sizes of the first transmitted data and the second transmitted data.
According to the present disclosure, not only the size of data exchanged between controllers of a battery management system may be reduced, but also the aging degree of the battery may be estimated based on the size of the transmitted data.
In the battery system according to various embodiments, the lower controller may compress cell data using the Huffman algorithm and transmit the cell data to the upper controller, and thus, the sampling period may be kept short despite the increased number of battery cells and limited transmission speed. To increase transmission speed, transmission lines may not be increased and high-speed communication devices may not be installed.
According to various embodiments, not only the size of data exchanged between controllers of a battery management system may be reduced, but also the aging degree of the battery may be estimated based on the size of the transmitted data.
By way of summation and review, as driving range becomes an important purchasing factor for electric vehicles, larger-capacity battery packs may be installed in electric vehicles. Accordingly, the number of battery cells mounted on a battery pack may increase.
In order to manage battery cells reliably, battery systems such as energy storage systems or electric vehicle battery packs may be structured hierarchically. In a battery system, a lower controller may measure voltage and temperature of battery cells and transmit the measurements to an upper controller. As the number of battery cells increases, there may be cases in which the size of data to be transmitted to the upper controller exceeds the transmission speed.
One or more embodiments may include a battery system that compresses and transmits data collected from battery cells, and a method of operating a battery management system.
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 |
|---|---|---|---|
| 10-2023-0106357 | Aug 2023 | KR | national |
