WO2022220214A1 - Procédé d'estimation de tension, dispositif d'estimation de tension et programme d'estimation de tension - Google Patents

Procédé d'estimation de tension, dispositif d'estimation de tension et programme d'estimation de tension Download PDF

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Publication number
WO2022220214A1
WO2022220214A1 PCT/JP2022/017472 JP2022017472W WO2022220214A1 WO 2022220214 A1 WO2022220214 A1 WO 2022220214A1 JP 2022017472 W JP2022017472 W JP 2022017472W WO 2022220214 A1 WO2022220214 A1 WO 2022220214A1
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Prior art keywords
ocv
soc
storage element
voltage
time
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PCT/JP2022/017472
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English (en)
Japanese (ja)
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直人 西村
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株式会社Ｇｓユアサ
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    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36—Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/382—Arrangements for monitoring battery or accumulator variables, e.g. SoC
    • H—ELECTRICITY
    • H01—ELECTRIC ELEMENTS
    • H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
    • H01M10/00—Secondary cells; Manufacture thereof
    • H01M10/42—Methods or arrangements for servicing or maintenance of secondary cells or secondary half-cells
    • H01M10/48—Accumulators combined with arrangements for measuring, testing or indicating the condition of cells, e.g. the level or density of the electrolyte
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J7/00—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02E60/10—Energy storage using batteries

Definitions

  • the present disclosure relates to a voltage estimation method, a voltage estimation device, and a voltage estimation program for a power storage element.
  • An OCV method and a current integration method are generally used as methods for estimating the SOC (State of Charge) of a power storage device such as a secondary battery mounted on a vehicle.
  • SOC State of Charge
  • the correlation between the OCV (Open Circuit Voltage) of the storage element and the SOC (SOC-OCV characteristic) is used to estimate the SOC from the voltage value of the storage element obtained by the voltage sensor.
  • the current integration method the amount of charge and discharge electricity and the SOC increased or decreased from the initial SOC (at the start of operation) are calculated from the current value of the storage element acquired by the current sensor.
  • the OCV method can be used only when the terminal voltage of the storage element is not affected by polarization (when the charging and discharging of the storage element can be considered to be stopped), whereas the current integration method can be used only when the charging and discharging of the storage element
  • the SOC can be estimated even during the process. The SOC can be grasped almost in real time by the current integration method.
  • Patent Document 1 describes a secondary battery in which the discharge curve obtained when discharging from a fully charged state and the charging curve obtained when charging from a fully discharged state diverge (there is hysteresis). A technique for estimating SOC is disclosed.
  • An object of the present disclosure is to provide a voltage estimation method, a voltage estimation device, and a voltage estimation program capable of estimating the voltage value of a power storage element.
  • a voltage estimation method acquires the SOC or the amount of charged electricity of the storage element at a first point in time when charging and discharging of the storage element are switched, and the direction of switching, and obtains the SOC or the charging A voltage value of the storage element at a second time point after the first time point is estimated along an OCV profile selected based on the amount of electricity and the switching direction.
  • FIG. 1 is a perspective view showing a configuration example of a power storage device equipped with an estimation device according to a first embodiment;
  • FIG. 1 is an exploded perspective view showing a configuration example of a power storage device;
  • FIG. It is a block diagram which shows the structural example of an estimation apparatus.
  • 4 is a conceptual diagram showing an example of the content of information stored in estimated data;
  • FIG. 4 is a graph showing an SOC-OCV profile during discharge of an LFP battery for each discharge start SOC.
  • 4 is a graph showing an SOC-OCV profile during charging of an LFP battery for each charging start SOC;
  • FIG. 4 is a conceptual diagram showing the concept of the slope of an OCV profile; It is an explanatory view explaining a method of estimating a hysteresis OCV.
  • FIG. 7 is a flowchart illustrating an example of a hysteresis OCV estimation processing procedure; It is an explanatory view explaining the estimation method of hysteresis OCV in a 2nd embodiment.
  • FIG. 11 is a flowchart showing an example of a hysteresis OCV estimation processing procedure in the second embodiment;
  • the voltage estimating method acquires the SOC or charged quantity of electricity of the storage element at a first point in time when charging and discharging of the storage element are switched, and the switching direction, and calculates the obtained SOC or charged quantity of electricity and the switching direction.
  • a voltage value of the storage element at a second time point after the first time point is estimated along the OCV profile selected based on the direction.
  • switching between charging and discharging includes the case of switching from charging to discharging and the case of switching from discharging to charging. It also includes the case where charging and discharging are switched before and after a rest period of operation of the storage element.
  • switching direction includes switching from charging to discharging and switching from discharging to charging.
  • OCV profile means the amount of change in the OCV (the amount of change in the direction of the vertical axis) with respect to the small amount of change in the SOC (the amount of change in the direction of the horizontal axis), that is, the slope.
  • the OCV profile is the SOC-OCV characteristic (full charge curve) when the storage element is charged at a low rate from a fully discharged state to a fully charged state, and the SOC when discharged at a low rate from a fully charged state to a fully discharged state.
  • SOC is the state of charge of the storage element at that time, and means the ratio of the remaining capacity to the fully charged capacity of the storage element.
  • the “charged amount of electricity” means the amount of electricity charged in the storage element at that time, and may be a physical amount indicated by the unit Ah (ampere hour).
  • OCV open circuit voltage
  • the present inventor detects the switching between charging and discharging and obtains the SOC at that time, so that after a minute time It was found that the OCV profile for estimating the voltage value of is uniquely determined.
  • OCV is the voltage value when the amount of current flowing through the storage element is zero and is not affected by polarization, and when the amount of current flowing through the storage element is equal to or less than a threshold value, This also includes the voltage value of the storage element when the amount of current flowing is as small as the dark current.
  • a voltage value corresponding to OCV can be grasped even during charging and/or discharging. Even after complicated charging and discharging, the voltage value corresponding to OCV can be grasped with high accuracy.
  • SOF State Of Function
  • the voltage estimation method is based on the difference between the voltage value on the complete discharge curve or the complete charge curve selected based on the switching direction and the voltage value of the storage element at the second time point.
  • a voltage value of the storage element may be estimated.
  • the inventors believe that the OCV profile selected when switching from charging to discharging at the first time point approaches the full discharge curve and is selected when switching from discharging to charging at the first time point. It was found that the OCV profile with a Here, “approaching” means that the interval between the OCV profile and the complete discharge curve or the complete charge curve continues to narrow (asymptotic case), and the interval occasionally widens, but overall the OCV profile This includes the case where a full discharge curve or a full charge curve is approaching.
  • the difference (hysteresis voltage) between the voltage value on the complete discharge curve or the complete charge curve and the voltage value of the storage element at the second point in time is obtained.
  • a full discharge curve or a full charge curve selected based on the direction of switching is used as a reference SOC-OCV characteristic, and a hysteresis voltage is added to the reference SOC-OCV characteristic to obtain a voltage that reflects the deviation from the reference SOC-OCV characteristic. values can be estimated.
  • the voltage estimation method uses a plurality of first coefficients indicating a slope in the OCV profile, which are set corresponding to the plurality of SOCs or charge quantities along the OCV profile, to estimate the stored electricity at the second time point. Voltage values of the elements may be estimated.
  • a plurality of preset first coefficients are used to estimate the voltage value of the storage element at the second point in time.
  • the first coefficient indicates the slope of the OCV profile, that is, the voltage value change after a very short time with respect to the SOC change.
  • the first coefficient it is possible to estimate a voltage value that takes into account voltage value changes along the OCV profile. Since a plurality of first coefficients are set according to a plurality of SOCs or charged quantities of electricity in the OCV profile, the OCV profile that changes nonlinearly can be preferably simulated, and the voltage value estimation accuracy is improved.
  • the difference between the voltage value on the complete discharge curve or the complete charge curve selected based on the switching direction and the voltage value of the storage element at the first time point is made smaller at the second time point. Additionally, the voltage value of the storage element at the second time point may be calculated.
  • This calculation method is inspired by feedback control in which the deviation between the output value from the system and the target value is fed back and the output value is asymptotically approached to the target value.
  • the voltage estimation method calculates the voltage value of the storage element at the second point in time using a second coefficient indicating the degree of approach to a complete discharge curve or a complete charge curve set along the OCV profile.
  • the "second coefficient” is multiplied by the difference between the voltage value of the storage element and the voltage value on the complete discharge curve or the complete charge curve, and may be used to obtain the voltage value change after a minute time. good. This coefficient acts like a gain parameter in feedback control.
  • the voltage value of the storage element is preferably controlled so that the voltage value of the storage element approaches the complete discharge curve or the complete charge curve along the OCV profile, and the second It is possible to properly estimate the voltage value of the storage element at the point in time.
  • a plurality of the second coefficients may be set corresponding to a plurality of the SOCs or charge quantities so as to follow the OCV profile.
  • the full-discharge curve and the full-charge curve are curves composed of a plurality of line segments with different slopes as a whole, even if they are partially straight lines.
  • An OCV profile approaching or asymptotic to such a curve is also desirably a curve composed of a plurality of line segments with different slopes as a whole.
  • the OCV profile selected at the first point in time continues to be used even after a very short period of time if there is no switching again.
  • the OCV profile does not approach the full discharge curve or the full charge curve linearly, but rather curvilinearly as the SOC changes (changes in charge quantity of electricity) due to subsequent charging or discharging.
  • LFP battery iron-based lithium ion battery
  • an active material containing lithium iron phosphate (LiFePO 4 ) is used for the positive electrode and an active material containing graphite is used for the negative electrode
  • LiFePO 4 lithium iron phosphate
  • each of the full discharge curve and the full charge curve has a change region where the OCV changes relatively greatly according to the change of the SOC and a plateau region where the OCV hardly changes even if the SOC changes.
  • the inventors have found that the OCV profile in the LFP cell does not approach the full discharge or full charge curve very closely in the plateau region, and the OCV profile and the full discharge or full charge curve run approximately parallel.
  • an acquisition unit that acquires the SOC or the amount of charged electricity of the storage element at a first point in time when charging and discharging of the storage element are switched, and the switching direction; the SOC or the amount of charged electricity acquired by the acquisition unit; an estimating unit that estimates the voltage value of the storage element at a second time point after the first time point along the OCV profile selected based on the direction.
  • the voltage estimating program acquires the SOC or charged quantity of electricity of the storage element at a first point in time when charging and discharging of the storage element are switched, and the switching direction, and obtains the acquired SOC or charged quantity of electricity and the switching direction.
  • the computer is caused to execute a process of estimating the voltage value of the storage element at a second time point after the first time point along the OCV profile selected based on the direction.
  • a power storage device includes an active material having hysteresis due to charge/discharge history in the SOC-OCV characteristics.
  • FIG. 1 is a perspective view showing a configuration example of a power storage device 1 on which an estimation device according to the first embodiment is mounted
  • FIG. 2 is an exploded perspective view showing a configuration example of the power storage device 1.
  • the power storage device 1 is, for example, a 12V power supply or a 48V power supply that is suitably installed in an engine vehicle, an electric vehicle (EV), a hybrid electric vehicle (HEV), a plug-in hybrid electric vehicle (PHEV), or the like.
  • the power storage device 1 is not limited to so-called low-voltage applications such as a 12V power supply and a 48V power supply, and may be so-called high-voltage applications such as a vehicle driving power supply and a stationary power supply.
  • the power storage device 1 has a rectangular parallelepiped housing case 4 a that houses the estimation device 2 and an assembled battery 30 composed of a plurality of power storage elements 3 .
  • the estimation device 2 is, for example, a battery management unit (BMU).
  • the storage element 3 is a battery cell such as a lithium ion secondary battery.
  • the housing case 4a also houses a plurality of bus bars 5, current sensors 7 (see FIG. 5), and the like. 1 and 2, one assembled battery 30 configured by connecting four electric storage elements 3 in series is housed in the housing case 4a.
  • the storage case 4a is made of synthetic resin.
  • the storage case 4a includes a case body 41, a lid portion 42 that closes an opening of the case body 41, a storage portion 43 provided on the outer surface of the lid portion 42, a cover 44 that covers the storage portion 43, and an inner lid 45. and a partition plate 46.
  • the inner lid 45 and partition plate 46 may not be provided.
  • the storage element 3 is inserted between each partition plate 46 of the case body 41 .
  • a plurality of metal busbars 5 are mounted on the inner lid 45 .
  • An inner lid 45 is arranged near the terminal surface where the terminals 32 of the storage elements 3 are provided, and the adjacent terminals 32 of the adjacent storage elements 3 are connected by the bus bars 5, and the storage elements 3 are connected in series. .
  • the accommodating part 43 has a box shape and has a protruding part 43a that protrudes outward at the center of one long side surface in a plan view.
  • a pair of external terminals 6, 6 made of a metal such as a lead alloy and having different polarities are provided on both sides of the projecting portion 43a of the lid portion 42.
  • the accommodation unit 43 accommodates the estimation device 2 that is a flat circuit board.
  • the estimating device 2 is connected to the storage element 3 via a conductor (not shown).
  • the estimating device 2 manages the states of the plurality of power storage elements 3 and controls each part of the power storage device 1 .
  • the power storage element 3 includes a hollow rectangular parallelepiped case 31 and a pair of terminals 32 , 32 with different polarities provided on one side surface (terminal surface) of the case 31 .
  • the case 31 encloses an electrode body 33 formed by stacking a positive electrode 33a, a separator 33b, and a negative electrode 33c, and an electrolyte (electrolytic solution) (not shown).
  • the electrode body 33 is configured by stacking a sheet-like positive electrode 33a and a negative electrode 33c with two sheet-like separators 33b interposed therebetween, and winding them (vertically or horizontally).
  • the separator 33b is made of a porous resin film.
  • a porous resin film made of resin such as polyethylene (PE) and polypropylene (PP) can be used as the porous resin film.
  • the positive electrode 33a is an electrode plate in which a positive electrode active material layer is formed on the surface of a long strip-shaped positive electrode base material made of, for example, aluminum, an aluminum alloy, or the like.
  • the positive electrode active material layer contains a positive electrode active material.
  • any known material can be appropriately used as long as it can absorb and release lithium ions and the SOC-OCV characteristic has hysteresis according to the transition of charging and discharging.
  • positive electrode active materials include positive electrode active materials having an olivine structure such as LiFePO4 , Li ( Mn1 - xFex )PO4, Li2MnSiO4 .
  • the positive electrode active material layer may further contain a conductive aid, a binder, and the like.
  • the negative electrode 33c is an electrode plate in which a negative electrode active material layer is formed on the surface of a long belt-shaped negative electrode base material made of, for example, copper or a copper alloy.
  • the negative electrode active material layer contains a negative electrode active material.
  • any known material can be appropriately used as long as it is a material capable of intercalating and deintercalating lithium ions. Examples of negative electrode active materials include graphite, hard carbon, and soft carbon.
  • the negative electrode active material layer may further contain a binder, a thickener, and the like.
  • the same one as in conventional lithium ion secondary batteries can be used.
  • an electrolyte containing a supporting salt in an organic solvent can be used as the electrolyte.
  • organic solvents for example, aprotic solvents such as carbonates, esters and ethers are used.
  • Lithium salts such as LiPF 6 , LiBF 4 and LiClO 4 are preferably used as supporting salts.
  • the electrolyte may contain various additives such as, for example, gas generating agents, film forming agents, dispersants, thickeners, and the like.
  • the storage element 3 including a material having hysteresis in the positive electrode active material has been described above.
  • the storage element 3 may include a material having hysteresis in the negative electrode active material.
  • negative electrode active materials having hysteresis include Si (silicon)-based materials.
  • the storage element 3 may be a cylindrical lithium ion battery.
  • the storage element 3 may be a lithium ion battery including a laminated electrode body, or may be a laminated (pouch type) lithium ion battery or the like.
  • the storage element 3 may be an all-solid lithium ion battery using a solid electrolyte.
  • FIG. 3 is a block diagram showing a configuration example of the estimation device 2.
  • the estimating device 2 acquires measurement data including the voltage value of the storage element 3 and the current value flowing through the storage element 3, and based on the acquired measurement data, calculates a voltage value (hereinafter referred to as , also called hysteresis OCV) is estimated in real time.
  • a power storage device 1 including an estimating device 2 is connected to a vehicle ECU (Electronic Control Unit) 8 and a load 9 such as a starter motor for starting the engine and electrical equipment.
  • the estimation device 2 includes a control unit 21, a storage unit 22, a voltage measurement unit 23, an input unit 24, an output unit 25, and the like.
  • the control unit 21 is an arithmetic circuit including a CPU (Central Processing Unit), ROM (Read Only Memory), RAM (Random Access Memory), and the like.
  • the CPU included in the control unit 21 executes various computer programs stored in the ROM and the storage unit 22, and controls the operation of each hardware unit described above, thereby causing the entire device to function as the estimation device of the present disclosure.
  • the control unit 21 may have functions such as a timer that measures the elapsed time from when the measurement start instruction is given until when the measurement end instruction is given, a counter that counts the number, and a clock that outputs date and time information.
  • the storage unit 22 is a non-volatile storage device such as flash memory.
  • Various computer programs and data are stored in the storage unit 22 .
  • the computer programs stored in storage unit 22 include a voltage estimation program 221 for estimating the voltage value of power storage device 1 .
  • Data stored in storage unit 22 includes estimated data 222 used in voltage estimation program 221 .
  • the computer program stored in the storage unit 22 may be provided by a non-temporary recording medium M on which the computer program is readable.
  • the recording medium M is a portable memory such as a CD-ROM, USB memory, SD (Secure Digital) card, or the like.
  • the control unit 21 uses a reading device (not shown) to read a desired computer program from the recording medium M, and stores the read computer program in the storage unit 22 .
  • the computer program may be provided by communication.
  • the voltage measurement units 23 are connected to both ends of the storage element 3 via voltage detection lines.
  • the voltage measurement unit 23 acquires the voltage of each storage element 3 and the total voltage of the assembled battery by measuring the voltage value of each storage element 3 at predetermined time intervals.
  • the control unit 21 acquires voltage values through the voltage measurement unit 23 .
  • the input unit 24 has an interface for connecting the current sensor 7 .
  • the input unit 24 receives signals related to the current measured by the current sensor 7 at predetermined time intervals.
  • the control unit 21 acquires current values through the input unit 24 .
  • a temperature sensor such as a thermocouple or a thermistor may also be connected to the input unit 24 .
  • the control unit 21 acquires temperature data of the storage element 3 or the storage device 1 measured by the temperature sensor through the input unit 24 .
  • the output unit 25 has an interface for connecting the display device 10 .
  • An example of the display device 10 is a liquid crystal display device.
  • the control unit 21 outputs information based on the estimation result from the output unit 25 to the display device 10 .
  • the display device 10 displays the estimation results based on the information output from the output section 25 .
  • the output unit 25 may have a communication interface that communicates with an external device.
  • An external device communicably connected to the output unit 25 is a terminal device such as a personal computer or a smart phone used by a user or administrator.
  • the control unit 21 transmits information based on the estimation result from the output unit 25 to the terminal device.
  • the terminal device receives the information transmitted from the output unit 25 and displays the estimation result on its display based on the received information.
  • the estimating device 2 may include a notification unit such as an LED lamp or a buzzer in order to notify the user of the estimation result of the hysteresis OCV in the storage element 3 .
  • FIG. 4 is a conceptual diagram showing an example of the content of information stored in the estimated data 222.
  • the estimation data 222 stores information used for estimating the hysteresis OCV in the storage element 3 .
  • the estimation data 222 includes, for example, charge/discharge history data, SOC-OCV characteristics, and a slope table.
  • the charge/discharge history data stores measurement data including current values measured by the current sensor 7 and voltage values measured by the voltage measurement unit 23 in chronological order.
  • the control unit 21 acquires measurement data including the current value and voltage value of the storage element 3, and stores information based on the acquired measurement data in the charge/discharge history data. In this manner, a charge/discharge history including temporal data of the measurement data of the storage element 3 is accumulated.
  • the SOC-OCV characteristics include a full charge curve and a full discharge curve.
  • the SOC-OCV characteristics may be stored as functional expressions.
  • the slope table stores the slope K, which is the parameter (first coefficient) indicating the slope for each predetermined section in the OCV profile.
  • the slope K means the ratio of the amount of change in the hysteresis OCV to the amount of change in the SOC (energized quantity of electricity).
  • the tilt table stores a table to be referred to during discharging and a table to be referred to during charging.
  • the slope table stores the SOC and the slope K for each discharge start SOC or charge start SOC in association with each other.
  • a plurality of slopes K are stored according to a plurality of switching SOCs at predetermined SOC intervals.
  • the slope K may be the amount of change in the hysteresis OCV with respect to the amount of change in the amount of charged electricity.
  • the tilt table shown in FIG. 4 is merely an example, and is not limited to this example.
  • the SOC-OCV characteristics and the slope table may be updated at predetermined time intervals in consideration of the deterioration of the storage element 3.
  • the control unit 21 acquires the SOC-OCV characteristics and the inclination table in advance by communicating with an external device (not shown), for example, and stores the acquired SOC-OCV characteristics and the inclination table in the estimation data 222 .
  • the estimation device 2 is a BMU.
  • the estimating device 2 may include a Cell Monitoring Unit (CMU) capable of communicating with the BMU. Only the CMU may be arranged near the plurality of storage elements 3 as shown in FIG. 2 and the BMU may be arranged away from the storage elements 3 .
  • the estimating device 2 may include, in addition to the CMU and/or BMU, a server device located away from the power storage element 3 and connected for communication with the CMU or BMU, or an ECU.
  • the place where the hysteresis OCV is estimated is not limited, and may be performed, for example, in a server device or an ECU.
  • the power storage device 1 may be stationary, and more specifically, may be a regenerative power storage device for railroads, or may be a power storage module installed together with a photovoltaic power generation system or the like.
  • the storage element 3 may be another secondary battery or an electrochemical cell having hysteresis characteristics.
  • the SOC-OCV characteristics and OCV profile of the storage element 3 having an active material exhibiting hysteresis will be described in detail by taking the LFP battery (storage element 3) as an example.
  • FIG. 5 is a graph showing the SOC-OCV profile during discharge of the LFP battery for each discharge start SOC.
  • the horizontal axis of FIG. 5 is SOC (%), and the vertical axis is OCV (V).
  • Curve C in FIG. 5 represents the SOC-OCV characteristics (fully charged curve) when charging from SOC 0 to 100%.
  • Curve D shows SOC-OCV characteristics (complete discharge curve) during discharge at SOC 100-0%.
  • a curve D1 connects measurement points when the discharge start SOC is 90%.
  • the discharge start SOC refers to the SOC at the time when the electric storage element 3 is switched to discharge after being charged. That is, curve D1 is the OCV profile during discharge at SOC 90-0%.
  • curves D2, D3, D4, D5, D6, D7, and D8 are respectively the It is an OCV profile during discharge.
  • Curves C and D are not simple straight lines, but are curves composed of a plurality of line segments with different slopes (change amounts).
  • each OCV profile is also a curve consisting of a plurality of line segments with different slopes, like the curve C and the curve D. It can be said.
  • Each OCV profile differs depending on the discharge start SOC, but at all discharge start SOCs, as the SOC decreases as the discharge progresses, the OCV profile curve-wise approaches the complete discharge curve (curve D).
  • FIG. 6 is a graph showing the SOC-OCV profile during charging of the LFP battery for each charging start SOC.
  • the horizontal axis of FIG. 6 is SOC (%), and the vertical axis is OCV (V).
  • Curves C and D in FIG. 6 represent the fully charged and fully discharged curves, respectively.
  • a curve C1 connects measurement points when the charging start SOC is 90%.
  • the charge start SOC refers to the SOC at the time when the storage element 3 is switched to charging after being discharged. That is, curve C1 is the OCV profile during charging at SOC 90-100%.
  • curves C2, C3, C4, C5, C6, C7 and C8 are respectively OCV profile during charging.
  • each OCV profile in charging also has a plurality of different slopes.
  • Each OCV profile differs according to its charge start SOC, but at all charge start SOCs, it approaches the full charge curve (curve C) in a curved line as the SOC increases as charging progresses.
  • each OCV profile approaches the SOC-OCV characteristic (complete charge curve or complete discharge curve) according to the charge/discharge history as the charge/discharge progresses.
  • SOC-OCV characteristic complete charge curve or complete discharge curve
  • an OCV profile for estimating a voltage change after a minute time is uniquely determined.
  • hysteresis OCV at a predetermined time point prior to the hysteresis OCV estimation time point and the amount of change in SOC from the predetermined time point to the estimation time point are known, from the amount of change in the hysteresis OCV obtained using the OCV profile, A hysteresis OCV at the estimated time can be estimated.
  • FIG. 7 is a conceptual diagram showing the concept of the slope of the OCV profile.
  • the slope K of each OCV profile is obtained in advance by experiments or the like, and the obtained slope K is stored in the slope table of the estimated data 222 .
  • a plurality of slopes K are set for each predetermined interval of the SOC according to the switching SOC and the switching direction. As shown in FIG. 7, multiple slopes K are set according to the SOC of the OCV profile.
  • the switching direction is from charge to discharge
  • the change in the complete discharge curve is large at the point where the change region is entered from the plateau region, and the interval between the OCV profile and the complete discharge curve is widened (experiments have shown that this is actually the case). confirmed).
  • the slope K is set so as to simulate such a tendency.
  • the estimating device 2 accurately estimates the hysteresis OCV at each point in time using the slope K corresponding to the charge/discharge history of the storage element 3 .
  • FIGS. 8 and 9 are explanatory diagrams explaining a method for estimating the hysteresis OCV.
  • a method for estimating the hysteresis OCV in this embodiment will be specifically described below with reference to FIG.
  • FIG. 8 is a diagram illustrating an example of a method of estimating the hysteresis OCV at the estimation time t when the switching direction is from charging to discharging and the switching SOC (discharge start SOC) is 60%.
  • the estimated point of time t (second point of time) is a point of time after the point of time (first point of time) when the energization direction is switched, and may be any point of time before the energization direction is switched again.
  • the hysteresis OCV is OCV h
  • the OCV on the reference SOC-OCV characteristic complete discharge curve in the example of FIG. 8)
  • the difference (hysteresis voltage) between OCV h and OCV m for the same SOC value is ⁇ OCV.
  • the reference SOC-OCV characteristic (reference SOC-OCV characteristic) used for estimating the hysteresis OCV is the same direction as the energization direction after switching, that is, the SOC-OCV characteristic on the discharge side (complete discharge curve ).
  • OCV h (t) is obtained by adding ⁇ OCV(t) to OCV m (t) obtained from the full discharge curve.
  • ⁇ OCV(t) can be estimated based on ⁇ OCV(t ⁇ 1).
  • the reference SOC-OCV characteristic is used as the full charge curve, and the difference between the full charge curve and the hysteresis OCV is calculated using the slope K in the same manner, so that the hysteresis An OCV is obtained.
  • FIG. 9 is a diagram illustrating an example of a method of estimating the hysteresis OCV at the estimation time t when the switching direction is from charging to discharging and the switching SOC (charging start SOC) is 60%.
  • the reference SOC-OCV characteristic reference SOC-OCV characteristic used to estimate the hysteresis OCV is the charge-side SOC-OCV characteristic (complete charge curve).
  • OCV h (t) is obtained by adding ⁇ OCV(t) to OCV m (t) obtained from the full charge curve.
  • ⁇ OCV is a negative value.
  • FIG. 10 is a flowchart showing an example of a hysteresis OCV estimation processing procedure.
  • the control unit 21 of the estimation device 2 executes the following processes according to the voltage estimation program 221 .
  • the control unit 21 executes the following processes, for example, at predetermined time intervals.
  • the control unit 21 acquires measurement data including the voltage value and the current value of the storage element 3 at the estimated time t through the voltage measurement unit 23 and the input unit 24, and stores the measurement data in the charge/discharge history data of the estimation data 222 (step S11 ).
  • the current value is, for example, a positive value for charging and a negative value for charging.
  • the control unit 21 receives measurement data of the storage element 3 through communication via a communication unit (not shown).
  • the control unit 21 determines whether or not the storage element 3 is energized based on the obtained current value at the estimated time t (step S12). When it is determined that the current value is less than the threshold value or zero and thus the current is not energized (step S12: NO), the control unit 21 ends the process. Alternatively, the control unit 21 may return the process to step S12 and wait until the power is turned on.
  • step S12 If the current value is not zero and it is determined that the current is energized (step S12: YES), the control unit 21 acquires the energization direction of the storage element 3 based on the sign of the current value (step S13).
  • the control unit 21 acquires the OCV h (t-1) at the reference time t-1 before the estimated time t (step S14).
  • the reference time t-1 may be, for example, the time closest to the estimated time t.
  • OCV h (t-1) can be obtained, for example, by applying this estimation method based on the measurement data at the reference time t-1.
  • the reference time t-1 is when the power storage element 3 is not energized (for example, when the vehicle equipped with the power storage element 3 is stopped)
  • the voltage value OCV h (t-1) of the power storage element at that time is It can be estimated to be on the SOC-OCV characteristic.
  • the control unit 21 may refer to the SOC-OCV characteristic to specify OCV m (t-1) corresponding to SOC (t-1) as OCV h (t-1), or approximate the terminal voltage at that time. may be regarded as OCV and specified as OCV h (t ⁇ 1).
  • the control unit 21 acquires the SOC(t) at the estimated time t and the SOC change amount ⁇ SOC(t) of the storage element 3 from the reference time t ⁇ 1 to the estimated time t (step S15).
  • a method for calculating SOC(t) is not limited. As an example, SOC(t) can be calculated by known methods such as current integration and extended Kalman filtering. Alternatively, the control unit 21 may calculate the charge quantity of electricity.
  • the control unit 21 determines whether or not the energization direction of the storage element 3 has been switched (step S16). Specifically, the control unit 21 determines whether or not the direction of energization has been switched by determining whether the multiplied value obtained by multiplying the current value at the estimated time t by the most recent energized current value is positive or negative. When it is determined that the energization direction has not been switched because the multiplied value is positive (step S16: NO), the control unit 21 acquires the reference SOC-OCV characteristic corresponding to the energization direction acquired in step S13 (step S17), and the process proceeds to step S20.
  • control unit 21 selects the reference SOC-OCV characteristic corresponding to the direction of energization based on the direction of energization.
  • the control unit 21 refers to the estimated data 222 and reads out the selected reference SOC-OCV characteristics.
  • the control unit 21 may continuously use the SOC-OCV characteristics acquired at the reference time t-1.
  • the control unit 21 acquires the SOC (switching SOC) at the time when the energization direction is switched (step S18). If the switching time point is t-1, the switching SOC is SOC(t-1). The switching SOC may be calculated by a known method such as current integration, extended Kalman filter, or the like.
  • the energization direction acquired in step S13 is the direction after the switching. For example, if the direction after switching is discharging, the direction of switching is from charging to discharging, and the switching SOC is the discharge start SOC.
  • the control unit 21 switches the reference SOC-OCV characteristic used for OCV estimation based on the switching direction (step S19). Specifically, the control unit 21 selects the reference SOC-OCV characteristic corresponding to the energization direction after switching based on the energization direction after switching acquired in step S13. The control unit 21 refers to the estimated data 222 and reads out the selected reference SOC-OCV characteristic to switch the reference SOC-OCV characteristic. For example, when the switching direction is from discharging to charging, the control unit 21 switches the reference SOC-OCV characteristic from the charging side SOC-OCV characteristic (complete charge curve) to the discharging side SOC-OCV characteristic (complete discharge curve). .
  • the control unit 21 acquires ⁇ OCV(t-1) at the reference time t-1 based on the reference SOC-OCV characteristic (step S20). Specifically, based on the obtained reference SOC-OCV characteristic (for example, a complete discharge curve), the control unit 21 determines the OCV corresponding to the SOC (t-1) at the reference time t-1 in the reference SOC-OCV characteristic. Read m (t-1). The control unit 21 obtains ⁇ OCV(t-1) by calculating the difference between the read OCV m (t-1) and the OCV h (t-1) obtained in step S14. SOC(t ⁇ 1) may be calculated by a known method such as current integration, extended Kalman filter, or the like.
  • the control unit 21 acquires the slope K of the OCV profile used for calculating ⁇ OCV (step S21). Specifically, the control unit 21 refers to the slope table of the estimated data 222 and reads the slope K corresponding to the discharge start SOC and the SOC(t) at the estimated time t, thereby acquiring the slope K. If the SOC(t) does not match the SOC of the tilt table that stores the tilt K at a predetermined SOC interval, the control unit 21 acquires the tilt K corresponding to the SOC section containing the SOC(t) from the tilt table. Alternatively, the slope K may be calculated by interpolation calculation based on the slope table.
  • the control unit 21 substitutes the obtained ⁇ OCV(t ⁇ 1), ⁇ SOC(t), and the slope K into the above equation (1), and executes the arithmetic processing of the equation (1), thereby obtaining ⁇ OCV(t) is calculated (step S22).
  • the control unit 21 obtains the OCV h (t) at the estimated time t based on the calculated ⁇ OCV (t) and the OCV m (t) specified by the reference SOC-OCV characteristic, and obtains the obtained OCV h (t ) is stored in the storage unit 22 (step S23). Specifically, based on the reference SOC-OCV characteristic, the control unit 21 reads OCV m (t) corresponding to the SOC(t) at the estimated time t in the reference SOC-OCV characteristic. The control unit 21 substitutes the read OCV m (t) and the calculated ⁇ OCV (t) into the above equation (3), and executes the arithmetic processing of the equation (3) to obtain OCV h (t ) is calculated.
  • the obtained OCV h (t) is a voltage value corresponding to the OCV at the estimated time t with hysteresis added.
  • the control unit 21 outputs information based on the estimation result of the hysteresis OCV to the display device 10 or the like (step S24), and ends the series of processes. Alternatively, the control unit 21 may return the process to step S11 and execute the loop process.
  • the control unit 21 may temporarily suspend the estimation of OCV h by this method.
  • the OCV profile approaches the reference SOC-OCV characteristic as discharge or charge progresses. If the estimation by this method is continued after switching of the direction of energization, OCV h and OCV m may almost match.
  • the control unit 21 determines, for example, whether the difference between OCV h and OCV m or ⁇ OCV is less than a predetermined value. When determining that it is less than the predetermined value, the control unit 21 estimates OCV m as OCV h from the time of determination until switching of the energization direction is detected. Thereby, the calculation load of the control unit 21 can be reduced.
  • control unit 21 may estimate the hysteresis OCV at that point each time the detection data is acquired, and after storing the detection data for a certain period in the storage unit 22, sequentially measure from the storage unit 22 Data may be read to estimate the hysteresis OCV at each time point.
  • the control unit 21 may estimate the hysteresis OCV for each predetermined SOC interval.
  • the estimating device 2 may estimate the hysteresis OCV using the charging quantity of electricity (Ah) as the energized quantity of electricity.
  • control unit 21 of the estimation device 2 is configured to calculate the SOC.
  • control unit 21 may acquire the SOC calculated by another SOC calculating device.
  • the voltage value corresponding to the OCV of the storage element 3 can be estimated with high accuracy during charging and/or discharging of the storage element 3 having an active material exhibiting hysteresis.
  • ⁇ OCV that indicates the deviation from the reference SOC-OCV characteristic using the pre-stored slope K
  • the voltage value corresponding to the OCV at an arbitrary estimation point in the entire SOC range is accurately estimated.
  • the reference SOC-OCV characteristic to be used and the slope K according to the charge/discharge history of the storage element 3 it is possible to estimate the hysteresis OCV that preferably reflects the nonlinear change of the OCV profile. Furthermore, it becomes possible to estimate the SOF and the like with high accuracy using the voltage value estimated in real time.
  • a voltage value corresponding to OCV is estimated by a calculation method using a second coefficient.
  • the estimation device 2 in the second embodiment stores the control parameters (second coefficients) Kp, Ki and Kd in the estimation data 222 of the storage unit 22 .
  • FIG. 11 is an explanatory diagram explaining a method for estimating the hysteresis OCV in the second embodiment.
  • the present inventors focused on the fact that the OCV profile in the presence of hysteresis approaches the full discharge curve or full charge curve (reference SOC-OCV characteristic) as the discharge or charge progresses.
  • An idea was obtained that the hysteresis OCV can be estimated by treating the difference ( ⁇ OCV) between the OCV on the reference SOC-OCV characteristic for the same SOC and the hysteresis OCV as the deviation in feedback control.
  • PID Proportional-Integral-Differential
  • PID Proportional-Integral-Differential
  • the proportional term P is obtained by multiplying the deviation obtained by subtracting the output value from the target value at that time by a predetermined proportional gain Kp.
  • the integral term I is obtained by multiplying the integral value obtained by integrating the deviation up to that point in time by a predetermined integral gain Ki.
  • the differential term D is obtained by multiplying a differential value obtained by differentiating the deviation at that time by a predetermined differential gain Kd.
  • the hysteresis OCV is the output value
  • the OCV on the reference SOC-OCV characteristic is the target value
  • the difference ( ⁇ OCV) between them is the deviation
  • the hysteresis OCV is feedback-controlled to approach the OCV on the reference SOC-OCV characteristic. . That is, the hysteresis OCV is controlled so that the deviation at the second time point after the first time point is smaller than the deviation at the first time point.
  • OCV h (t) is the hysteresis OCV corresponding to the SOC (t) at the estimated time t
  • OCV m (t) is the OCV on the reference SOC-OCV characteristic corresponding to the SOC (t) at the estimated time t
  • the hysteresis OCV and the reference Assuming that the difference from the OCV on the SOC-OCV characteristic is ⁇ OCV(t), the following relational expression (4) holds between them.
  • OCVh (t) OCVm (t)+ ⁇ OCV(t) (4) ⁇ OCV (t) is (Kp ⁇ deviation) + (Ki ⁇ accumulated deviation value) + (Kd ⁇ difference from previous deviation), Kp, Ki and Kd are control parameters (second coefficients), deviation is OCV m (t ⁇ 1) ⁇ OCV h (t ⁇ 1).
  • the hysteresis OCV can be easily calculated by presetting the control parameters Kp, Ki, and Kd.
  • a plurality of Kp, Ki, and Kd may be set according to the switching SOC and the switching direction so as to follow the OCV profile.
  • Kp, Ki, and Kd are not limited, for example, they may be set so that the OCV data for each switching SOC obtained by experiment etc. and the calculated hysteresis OCV match.
  • each of Kp, Ki and Kd may be determined by techniques such as the least squares method.
  • Kp, Ki, and Kd are preferably set so that ⁇ OCV is large when the slope of the reference SOC-OCV characteristic is large, and ⁇ OCV is small when the slope of the reference SOC-OCV characteristic is small.
  • the control unit 21 acquires the control parameters Kp, Ki, and Kd in advance by communicating with an external device (not shown), for example, and stores the acquired control parameters Kp, Ki, and Kd in the estimated data 222 .
  • control parameters Kp, Ki, and Kd may be one or two selected from Kp, Ki and Kd.
  • OCV h may, for example, be controlled by the proportional term P alone, or by the proportional term P and the integral term I and/or the derivative term D.
  • Kp, Ki, and Kd may be set as parameters common to all switching SOCs, independent of the switching SOC. Kp, Ki and Kd may be set as common parameters during discharging and charging without depending on the switching direction.
  • a plurality of Kp, Ki, and Kd may be set for the same switching SOC according to the profile of the reference SOC-OCV characteristics.
  • the reference SOC-OCV characteristic is divided into a high gradient area and a low gradient area according to the shape (magnitude of gradient) of the reference SOC-OCV characteristic.
  • Kp 1 , Ki 1 and Kd 1 used to calculate ⁇ OCV in the high gradient region, and Kp 2 , Ki 2 and Kd 2 used to calculate ⁇ OCV in the low gradient region may be set.
  • the difference ( ⁇ OCV) between the OCV on the reference SOC-OCV characteristic and the hysteresis OCV is feedback-controlled using the control parameter (second coefficient) so that the control hysteresis OCV approaches the OCV on the reference SOC-OCV characteristic. If it is, the method is not limited.
  • FIG. 12 is a flowchart showing an example of a hysteresis OCV estimation processing procedure in the second embodiment.
  • the control unit 21 of the estimation device 2 executes the following processes according to the voltage estimation program 221 .
  • the control unit 21 executes the following processes, for example, at predetermined time intervals. Alternatively, the control unit 21 may execute the following process at predetermined SOC intervals, for example.
  • the control unit 21 acquires measurement data including the voltage value and the current value of the storage element 3 at the estimated time t through the voltage measurement unit 23 and the input unit 24, and stores the measurement data in the charge/discharge history data of the estimation data 222 (step S31 ).
  • the control unit 21 determines whether or not the storage element 3 is energized based on the obtained current value at the estimated time t (step S32). When it is determined that the current value is less than the threshold value or zero and thus the current is not energized (step S32: NO), the control unit 21 ends the process. Alternatively, the control unit 21 may return the process to step S32 and wait until the power is turned on.
  • step S32 If the current value is not zero and it is determined that the current is energized (step S32: YES), the control unit 21 acquires the energization direction of the storage element 3 based on the sign of the current value (step S33).
  • the control unit 21 acquires the SOC(t) at the estimated time t based on the charge/discharge history data, for example, by current integration, extended Kalman filter, or the like (step S34).
  • the control unit 21 determines whether or not the energization direction of the storage element 3 has been switched (step S35). If it is determined that the energization direction has not been switched (step S35: NO), the control unit 21 refers to the estimated data 222 and acquires the reference SOC-OCV characteristic corresponding to the energization direction acquired in step S33 (step S36 ), the process proceeds to step S39.
  • step S35 When it is determined that the energization direction has been switched (step S35: YES), the control unit 21 acquires the SOC (switching SOC) at the time when the energization direction is switched (step S37). If the switching time point is t-1, the switching SOC is SOC(t-1). The control unit 21 switches the reference SOC-OCV characteristic used for OCV estimation based on the switching direction (step S38).
  • control unit 21 reads the OCV m (t) corresponding to the SOC (t) acquired in step S34 in the reference SOC-OCV characteristic, thereby corresponding to the SOC (t). OCV m (t) is obtained (step S39).
  • the control unit 21 acquires control parameters Kp, Ki, and Kd used for calculating ⁇ OCV (step S40). Specifically, the control unit 21 refers to the estimated data 222 and reads out the control parameters Kp, Ki and Kd corresponding to the switching SOC and the SOC(t) at the estimated time t. Get Kd.
  • the control unit 21 calculates ⁇ OCV(t) based on the obtained control parameters Kp, Ki, and Kd (step S41). Specifically, the control unit 21 updates the deviation using, for example, OCV h (t-1) and OCV m (t-1) at the latest time t-1. The control unit 21 calculates ⁇ OCV(t) using the updated deviation and the acquired control parameters Kp, Ki, and Kd.
  • the control unit 21 acquires the OCV h (t) at the estimated time t based on the calculated ⁇ OCV(t) and OCV m (t), and stores the acquired OCV h (t) in the storage unit 22 (step S42 ). Specifically, based on the reference SOC-OCV characteristic, the control unit 21 reads OCV m (t) corresponding to the SOC(t) at the estimated time t in the reference SOC-OCV characteristic. The control unit 21 substitutes the read OCV m (t) and the calculated ⁇ OCV (t) into the above formula (4), and executes the arithmetic processing of the formula (4) to obtain OCV h (t ) is calculated.
  • the control unit 21 outputs information based on the estimation result of the hysteresis OCV to the display device 10 or the like (step S43), and ends the series of processes.
  • the hysteresis OCV can be calculated more easily using the complete discharge curve, the complete charge curve, and the preset coefficients. Storing coefficients can reduce hardware costs and facilitate implementation in the power storage device 1 compared to storing a plurality of OCV profiles obtained by experiments.

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  • Electrochemistry (AREA)
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  • Tests Of Electric Status Of Batteries (AREA)
  • Charge And Discharge Circuits For Batteries Or The Like (AREA)

Abstract

Dans ce procédé d'estimation de tension, la structure de base est un état de charge (SOC) ou une quantité d'électricité chargée dans un élément de stockage d'énergie à un premier instant où la commutation entre la charge et la décharge de l'élément de stockage d'énergie est effectuée et où la direction de la commutation sont acquis, et la valeur de tension de l'élément de stockage d'énergie à un second instant qui est postérieur au premier instant est estimée conformément à un profil OCV qui est sélectionné sur la base du SOC ou de la quantité d'électricité chargée acquis et de la direction acquise de la commutation.
PCT/JP2022/017472 2021-04-16 2022-04-11 Procédé d'estimation de tension, dispositif d'estimation de tension et programme d'estimation de tension WO2022220214A1 (fr)

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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013105519A (ja) * 2011-11-10 2013-05-30 Nissan Motor Co Ltd 二次電池の制御装置およびｓｏｃ検出方法
JP2019105521A (ja) * 2017-12-12 2019-06-27 トヨタ自動車株式会社 二次電池システムおよび二次電池のｓｏｃ推定方法

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013105519A (ja) * 2011-11-10 2013-05-30 Nissan Motor Co Ltd 二次電池の制御装置およびｓｏｃ検出方法
JP2019105521A (ja) * 2017-12-12 2019-06-27 トヨタ自動車株式会社 二次電池システムおよび二次電池のｓｏｃ推定方法

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