Patent Application
20180226810
The present disclosure relates to the field of electrical circuits, and more particularly to systems and methods for battery management using predictive balancing.
Battery packs have become an essential facet of modern technology for consumer, automotive, medical, computing and industrial products. Battery management systems, including so-called battery fuel gauges or gas gauges, are used to control the charging and discharging of battery cells within a battery pack, to perform cell balancing operations, as well as to provide estimates of remaining battery cell capacity. Battery cells are often connected in series configurations to provide the necessary voltages required by specific applications. More recently, asymmetric battery stacks have been proposed for automotive and other applications in which the individual cells forming the battery pack are of different capacities to facilitate increased pack capacities while making the best use of limited end equipment chassis space. However, asymmetric battery stacks present difficulties for cell balancing, where conventional voltage equalization type balancing techniques are not optimal, and fairly large bypass current levels are sometimes needed. Accordingly, a need remains for improved apparatus and techniques for managing battery packs.
Various aspects of the present disclosure are now summarized for compliance with 37 CFR § 1.73 to facilitate a basic understanding of the disclosure by briefly indicating the nature and substance of the disclosure, wherein this summary is not an extensive overview of the disclosure, and is intended neither to identify certain elements of the disclosure, nor to delineate the scope thereof. Rather, the primary purpose of this summary is to present some concepts of the disclosure in a simplified form prior to the more detailed description that is presented hereinafter, and this summary is submitted with the understanding that it will not be used to interpret or limit the scope or meaning of the claims.
Predictive balancing techniques are presented for managing multi-cell battery packs which can be advantageously employed to facilitate active balancing in symmetric and/or asymmetric stacks. Bypass current control is provided in the disclosed embodiments for active balancing of the battery cells according to both initial balancing and continuous balancing values to facilitate depth of discharge (DOD) balancing over the remainder of a charging or discharging operation as well is to maintain DOD cell relationships within the battery pack.
A system is provided for battery pack management, including a bypass circuit with one or more energy storage components such as inductors and/or capacitors and switching devices to selectively allow conduction of bypass current from and/or to individual battery cells. The system further includes a controller that provides control signals to the switching devices at a switching frequency for corresponding on times in each of a plurality of time intervals for active cell balancing. A predictive balancing component computes the on times at least partially according to initial balancing bypass current values as well as continuous balancing bypass current values in order to balance the cell depths of discharge by the end of a charge or discharge operation as well as to maintain the present relationship between the cell DODs.
In certain embodiments, the initial balancing bypass currents are determined at least partially according to estimated present DOD values, and the continuous balancing bypass currents are determined according to differences in total charge capacity values of the battery cells and the total pack current. Certain embodiments include a balancing current enforcement component that determines theoretical maximum bypass current values for the cells. The enforcement component also determines requested cell bypass current values by summing the corresponding initial balancing bypass current value with the corresponding continuous balancing bypass current value for each of the cells, and determines individual on times as a fraction of the present time interval according to the ratio of the requested cell bypass current value and the corresponding theoretical maximum bypass current value. In certain embodiments, the predictive balancing component determines actual cell bypass current values of a previous time interval, determines a plurality of scaling factors individually corresponding to one of the battery cells, and determines the theoretical maximum current values based at least partially on the scaling factors.
The predictive balancing component in certain embodiments selectively lowers the switching frequency if one or more of the on times exceeds a duration of a present time interval. In addition, certain embodiments of the predictive balancing component selectively adjust relative starting times of provision of the switching control signals and a cell voltage measurement within successive periodic time intervals.
Methods and computer readable mediums are provided with instructions for managing a battery pack. The method in certain embodiments includes determining initial balancing bypass current values at least partially according to estimated present battery cell depth of discharge (DOD) values, and determining continuous balancing bypass current values based at least in part on total pack current and differences in total charge capacities of the battery cells. The method further includes determining a plurality of on times for conduction of bypass current to and/or from individual battery cells at least partially according to the initial balancing bypass current values and the continuous balancing bypass current values, and controlling conduction of bypass currents in a present time interval according to the of on times.
Certain embodiments of the method further include determining theoretical maximum bypass current values corresponding to the battery cells, as well as determining requested cell bypass current values based on the initial balancing bypass current values and the continuous balancing bypass current values, with the on times being determined at least partially based on a ratio of the corresponding requested cell bypass current values and the corresponding theoretical maximum bypass current values.
In certain implementations, moreover, actual cell bypass current values of a previous time interval are determined at least partially according to estimated bypass current values, the total pack current, and a bypass efficiency parameter. The method in these embodiments further includes determining scaling factors for a present time interval as a ratio of the requested cell bypass current value and the corresponding actual cell current value from the previous time interval multiplied by a corresponding scaling factor from the previous time interval, and using the scaling factors to determine the theoretical maximum current values.
The method in certain embodiments further comprises computing the individual on times based on summations of the corresponding initial balancing and continuous balancing bypass current values, and selectively lowering the switching frequency if one or more of the on times exceeds a duration of a present time interval. In certain embodiments, moreover, the method includes selectively adjusting relative starting times of provision of the switching control signals in a cell voltage measurement within successive time intervals.
The following description and drawings set forth certain illustrative implementations of the disclosure in detail, which are indicative of several exemplary ways in which the various principles of the disclosure may be carried out. The illustrated examples, however, are not exhaustive of the many possible embodiments of the disclosure. Other objects, advantages and novel features of the disclosure will be set forth in the following detailed description when considered in conjunction with the drawings, in which:
One or more embodiments or implementations are hereinafter described in conjunction with the drawings, wherein like reference numerals are used to refer to like elements throughout, and wherein the various features are not necessarily drawn to scale.
The system 2 may be implemented in a variety of forms and configurations, such as a single integrated circuit or printed circuit board including one or more processing elements as well as associated memory and circuitry to implement the battery cell balancing and management concepts disclosed herein, as well as for performing one or more additional functions such as gas gauging, cell capacity assessment and reporting functions, and interfacing with external systems. In other possible embodiments, the system 2 can be created from multiple components individually comprising analog and/or digital hardware, processing elements and associated electronic memory, processor-executed software, processor-executed firmware, programmable logic and/or combinations thereof.
In the example of
The bypass circuit 6 also includes inductive energy storage components L-1, L-2 to facilitate active balancing for redistribution of charge between two or more of the cells 4. Also, the illustrated bypass circuit 6 includes high frequency capacitors Chf connected in parallel across each of the battery cells 4, and the inductors L-1 and L-2 are parallel connected across a corresponding discharge resistor R-1 and R-2, respectively. Other active rebalancing bypass circuits 6 may be used which include other forms of energy storage components, such as switched capacitor bypass circuits 6 (not shown). The switching devices Q1-Q4 are individually operable in a first state (ON) to cause conduction of bypass current from one of the battery cells 4-1, 4-2, 4-3 to one of the inductors L-1, L-2 and in a second state (OFF) to allow conduction of bypass current via one of the rectifiers D1-D4 from the inductor to another cell 4. In the illustrated example, Q1 and Q3 are P channel enhancement mode FETs and the corresponding switching control signals 14-1 and 14-3 are active low, whereby a low signal 14-1 or 14-3 places a corresponding switching device Q1, Q3 in the ON or conductive state. Conversely, the switching controller 12 provides active high switching control signals 14-2 and 14-4 to the N channel devices Q2 and Q4, respectively.
The active balancing operation of the system 2 can be undertaken during a charging operation, during discharging (e.g., while the battery pack 4 is driving a load (not shown)), and/or while the pack 4 is in a relaxation mode. In operation, the balancing controller 10 uses the switching controller 12 to selectively provide the switching control signals 14 in one embodiment as approximately 50% duty cycle on/off signals during an on time defined by the on time signals or values 17 provided by the balancing component 16. In this regard, the switching controller 12 in certain embodiments employs a 2 MHz oscillator with the switching signals 14 being provided at a 2 MHz switching frequency (or other adjusted switcher frequency) while the associated on time signal or value 17 is active. In each high frequency switching cycle (during the on time), the corresponding switching device is turned on for approximately half the high frequency cycle (e.g. for approximately 250 ns), and is then turned off for the remainder of the high frequency cycle (e.g., 250 ns). During the time the switching device is on, current will conduct from a designated one of the cells 4 through one of the inductors L-1, L-2. Then, when the switching device is turned off, current will continue to flow through the inductor L-1, L-2 to another one of the cells 4. In this manner, the switching operation of the switching devices Q1-Q4 under control of the switching controller 12 provides for selective active balancing to transfer current from one of the cells to another cell 4. The provision of the on time signals or values 17-1, 17-2, 17-3 and 17-4 by the balancing component 16 allows individualize control of active balancing current flow (referred to herein as “bypass currents”) to facilitate the predictive balancing techniques described herein, which use computed initial balancing bypass current values as well as continuous balancing bypass current values via the components 16a and 16b, with a balancing current enforcement component 16c to generate the on times 17.
To illustrate the charge redistribution aspects of the active balancing operation of the controller 10 and the bypass circuit 6, the following description illustrates operation of the system 2 during one such 500 ns high-frequency switching cycle for the case where it is desired to remove charge from the center cell 4-2 for charging another one of the cells (e.g., the third cell 4-3). In the first part of the cycle, Q2 is turned on via switching signal 14-2 (active high), causing a discharge current (bypass current) to flow from the top of cell 4-2 through L-1 and Q2 into the bottom of cell 4-2 (top of cell 4-1). The magnitude of this bypass current flow is determined by the inductance of L-1 and the drain-source on resistance of Q2, where the bypass current initially ramps up from zero until Q2 is turned off (e.g. approximately 250 ns for a 2 MHz switching frequency example). In this regard, the longer Q2 is turned on, the higher the maximum bypass current will be.
When Q2 is turned off (signal 14-2 going low), the bypass current will flow from L-1 through the diode D1 connected across the upper FET Q1. The bypass current flowing through the diode D1 is the same level of current that was flowing before (from the inductor L-1), but now flows from the bottom of cell 4-3 through the inductor L-1 to the top of cell 4-3, and thus charges cell 4-3. In addition, the current begins from the peak value and decreases to zero based on the inductance of L-1, where the parallel-connected resistor R-1 is provided to ensure complete discharge of the inductor L-1 and typically does not dissipate any significant power. In this manner, charge is transferred from cell 4-2 to cell 4-3. Similar transferring operation is provided by selective switching of the other switching devices Q1, Q3 and Q4, whereby selective provision of switching signals 14 by the switching controller 12 allows selective transfer of charge via bypass current flow in the bypass circuit 6. For instance, Q1, L-1 and D2 can be employed via signal 14-1 to transfer charge from cell 4-3 to cell 4-2; Q3, L-2 and D4 can be operated using signal 14-3 to transfer charge from cell 4-2 to cell 4-1; and Q4, L-2 and D3 can be used via signal 14-4 to transfer charge from battery cell 4-1 to battery cell 4-2.
As mentioned above, switched capacitor type circuits or other forms of bypass circuitry 6 can be used in the system 2 for active balancing of the battery cells 4-1, 4-2, 4-3, including at least one energy storage device (e.g., inductive, capacitive, and/or combinations thereof, etc.), where selective activation of the switching devices in one state provides bypass current conduction from at least one of the battery cells to at least one of the energy storage components, and in another state allows bypass current to flow from one or more energy storage components to one or more of the other battery cells. For instance, switched passenger type bypass circuitry 6 can be employed for this operation, by selectively coupling a capacitor (not shown) to be charged via bypass current from one of the cells 4, and then reconnecting the charged capacitor across a different one (or more) of the battery cells 4, in which case no rectifier devices D1-D4 would be needed, and the switching controller 12 could employ any number of switching devices (not shown) and corresponding switching control signals 14 for such charge redistribution (active balancing) operation.
The balancing controller 10 and/or components thereof can be implemented using any suitable hardware, processor executed software or firmware, or combinations thereof, wherein an exemplary embodiment of the controller 10 includes one or more processing elements such as microprocessors, processor cores, microcontrollers, DSPs, programmable logic, etc., along with electronic memory and signal conditioning driver circuitry, with the processing element(s) programmed or otherwise configured to perform one or more of the cell balancing functions disclosed herein. For instance, the balancing controller 10 may include or may be operatively coupled with at least one electronic memory storing data and programming instructions to perform the cell balancing and other functionality set forth herein, where such processor-executable instructions may be stored in a non-transitory computer readable medium, such as a computer memory, a memory within a control system (e.g., controller 100), a CD-ROM, floppy disk, flash drive, database, server, computer, etc. integral to and/or operatively coupled for communication with the balancing controller 10. In certain embodiments, for instance, the balancing controller 10 may be an integrated circuit providing the switching controller 12 including one or more switch driver components providing suitable active high or active low switching signal generation functionality for generating the switching control signals 14-1 through 14-4 suitable for operating a selected type of switching device Q1-Q4, and a processor core is provided with suitable memory and I/O capabilities for interfacing with the sensors 8, 20, 22 and with the switching controller 12.
In such embodiments, for instance, the balancing component 16 and the initial balancing, continuous balancing and balancing current enforcement components 16a-16c may be implemented using processor-executed programming instructions stored in a memory in or associated with the balancing controller 10. Moreover, certain embodiments may provide a dynamic voltage correlation (DVC) component 18 for providing estimates of actual bypass current flow values as well as cell depth of discharge estimates based on voltage measurements from the sensors 20, where the DVC component 18 is implemented as processor-executed instructions stored in a memory and a model 18a of the battery pack 4 used by the DVC component 18 may likewise be stored in a memory within, or operatively associated with, the balancing controller 10. One suitable example of a dynamic voltage correlation component 18 is illustrated and described in US patent application publication number 2012/0143585 A1 to Yevgen et al., published Jun. 7, 2012, and entitled “SYSTEM AND METHOD FOR SENSING BATTERY CAPACITY”, the entirety of which is hereby incorporated by reference. The balancing component 16 can obtain actual bypass current and/or cell DOD values (estimated or measured) by any suitable means, whether derived from cell voltage measurements or otherwise. The dynamic voltage correlation component 18 advantageously provides actual current value estimates as well as DOD estimates based on the measured cell voltages and cell temperature using a signal or value from the temperature sensor 8 without requiring extra sensing circuitry for directly measuring cell currents and may also facilitate provision of gas gauge functions in the system 2.
As seen in
For each such time interval 164 (e.g., one second) the balancing component 16 provides updated on time signals or values 17, which are computed at least partially according to initial balancing bypass current values as a function of initial balancing bypass current values IINIT-1, IINIT-2 and IINIT-3 to balance depth of discharge (DOD) values of the cells 4-1, 4-2 and 4-3 by a prospective end time of a charging or discharging operation, and also as a function of continuous balancing bypass current values ICONT-1, ICONT-2 and ICONT-3 to maintain a present relationship of the battery cell DOD values. Depth of discharge, as used herein, is a value associated with a given battery cell 4-1, 4-2 or 4-3 in the illustrated case, representing the amount of discharge from an initial capacity, expressed as a number from 0 through 1 or as a percentage, where 1.0 (or 100%) means that the corresponding battery cell 4 is fully discharged, and 0.0 (or 0%) represents a fully charged cell. The DOD value, moreover, is related to a current battery cell “state of charge” (SOC) by the formula DOD=1−SOC.
The initial balancing component 16a in certain embodiments computes the initial balancing bypass current values IINT-1, IINT-2 and IINT-3 individually corresponding to the battery cells 4-1, 4-2 and 4-3, respectively, based in whole or in part on estimated present depth of discharge values provided by the DVC component 18 based on the battery model 18a and measured cell voltages from the sensors 20. The determined initial balancing bypass current values IINIT-1, IINIT-2 and IINIT-3 each represent the amount of bypass current needed from the present time until the prospective end of the charge/discharge operation in order to balance the DOD values of all the cells 4-1, 4-2 and 4-3 by the end of that operation. The initial balancing component 16a can compute these initial balancing bypass current values IINIT-1, IINIT-2 and IINIT-3 using any suitable algorithms, formulas, estimation processes, numerical techniques, parametric equations, etc. by which values are provided or estimated to represent the amount of such initial balancing bypass currents that will place the cells of the battery pack 4 on a trajectory from the present time until the prospective end of the charging/discharging operation for ultimate DOD balancing.
The continuous balancing bypass current values ICONT-1, ICONT-2 and ICONT-3 individually correspond to the battery cells 4-1, 4-2 and 4-3, and represent the amount of bypass current needed in the present time interval 164 to maintain a present relationship of the cell DOD values. The continuous balancing component 16b determines the values ICONT-1, ICONT-2 and ICONT-3 based at least partially on differences in total charge capacity values (QMAX) of the battery cells 4-1, 4-2 and 4-3, and also according to the total pack current value 24 from the sensor 22 representing total present current flow in the battery pack 4. The continuous balancing values ICONT-1, ICONT-2 and ICONT-3 thus provide a component amount of desired balancing current (bypass current) to sustain the current DOD relationships within the pack 4.
The predictive balancing component 16 in certain embodiments computes desired or requested cell bypass current values IREQ-1, IREQ-2 and IREQ-3 for each of the cells 4-1, 4-2 and 4-3 for each of the time intervals 164 based at least partially on the determined initial balancing bypass current values IINIT-1, IINIT-2 and IINIT-3 and on the continuous balancing bypass current values ICONT-1, ICONT-2 and ICONT-3. In one possible implementation, the requested current value computation is performed by a balancing current enforcement component 16c, which computes the on times 17 at least partially according to summations of corresponding initial balancing bypass current values IIN IT-1, IINIT-2, IINIT-3 with corresponding continuous balancing bypass current values ICONT-1, ICONT-2, ICONT-3. In this manner, the predictive balancing component 16 provides the on times 17-1, 17-2, 17-3 and/or 17-4 to provide both predictive initial balancing such that the DOD values of the associated battery cells 4 converge toward equilibrium over the course of a prescribed charging and/or discharging operation (
The balancing current enforcement component 16c in certain implementations determines theoretical maximum bypass current values IMAX-1, IMAX-2, and IMAX-3 individually corresponding to the corresponding cells 4-1, 4-2 and 4-3. The maximum bypass current values IMAX-1, IMAX-2, and IMAX-3 are computed in certain embodiments at least partially based on component values of the inductors L-1 and L-2, as well as on the switching frequency 182 of the switching controller 12 (e.g., 2 MHz or a lower adjusted value in certain implementations) assuming the switching controller 12 provides the switching control signals 14 at the switching frequency 182 for the entire time intervals 164. For a given switching frequency setting, therefore, the maximum bypass current values are the theoretical upper limit to the amount of bypass current that can be conducted in a given time interval 164. The enforcement component 16c, moreover, determines the desired or requested cell bypass current values IREQ-1, IREQ-2 and IREQ-3 based on summations of the corresponding initial balancing and continuous balancing bypass current values (e.g., IREQ-1=IINIT-1+ICONT-1; IREQ-2=IINIT-2+ICONT-2; IREQ-3=IINIT-3+ICONT-3; and IREQ-4=IINIT-4+ICONT-4). The balancing current enforcement component 16c then determines the channel on times 17 as a fraction of a present time interval 164 (e.g., as a percentage or a time value) based at least partially on the ratio of the corresponding requested cell bypass current value IREQ and the corresponding theoretical maximum bypass current value IMAX in consideration of the effect of the bypass circuit configuration on the amount of bypass current provided to or removed from a given cell 4 in a given time interval 164.
The balancing current enforcement component 16c in certain embodiments also computes or otherwise determines actual cell bypass current values of a previous time interval 164 based in whole or in part on estimated actual cell bypass current values obtained from the DV C component 18, the total pack current value 24, and on a bypass efficiency parameter, and the bypass efficiency parameter may be adapted over time in certain embodiments. The enforcement component 16c also determines scaling factors S-1, S-2, S-3 corresponding to the battery cells 4-1, 4-2, 4-3. The individual scaling factors S-1, S-2, S-3 for the present time interval 164 are computed in certain embodiments as the ratio of the corresponding requested cell bypass current value (e.g., IREQ-1, IREQ-2, IREQ-3) from the previous time interval 164 and a corresponding actual cell bypass current value of the previous time interval 164 multiplied by the corresponding scaling factor S-1, S-2, S-3 from the previous time interval 164, and determines the theoretical maximum current values IMAX-1, IMAX-2, and IMAX-3 based at least partially on the scaling factors S-1, S-2, S-3. In this manner, the balancing component 16 uses the feedback information provided by the actual bypass current flow values to adjust the computation of the maximum currents for the succeeding time interval 164. In practice, the scaling factors S are ideally unity, and deviation from this value indicates a difference between the theoretical current and the actual current for each cell 4. Usage of the scaling factors in a series of time intervals gradually causes the error to reduce to zero over time as the requested currents and the actual currents converge.
As discussed in connection with
In certain embodiments, the balancing current enforcement component 16c may also selectively adjust the relative timing of cell voltage measurements relative to the beginning of bypass current switching. In particular,
A new time interval TI begins at 102 in
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Continuing in
Referring now to
Referring also to
The above examples are merely illustrative of several possible embodiments of various aspects of the present disclosure, wherein equivalent alterations and/or modifications will occur to others skilled in the art upon reading and understanding this specification and the annexed drawings. In addition, although a particular feature of the disclosure may have been disclosed with respect to only one of multiple implementations, such feature may be combined with one or more other features of other embodiments as may be desired and advantageous for any given or particular application. Also, to the extent that the terms “including”, “includes”, “having”, “has”, “with”, or variants thereof are used in the detailed description and/or in the claims, such terms are intended to be inclusive in a manner similar to the term “comprising”.
Under 35 U.S.C. § 120, this continuation application claims the benefits of priority to of U.S. Nonprovisional patent application Ser. No. 14/844,184, filed on Sep. 3, 2015, which is a continuation application that claims the benefits of priority to U.S. Nonprovisional patent application Ser. No. 13/620,842, filed on Sep. 15, 2012. The entirety of the above referenced applications are hereby incorporated by reference.
| Number | Date | Country | |
|---|---|---|---|
| Parent | 14844184 | Sep 2015 | US |
| Child | 15946328 | US | |
| Parent | 13620842 | Sep 2012 | US |
| Child | 14844184 | US |
