WO2014088325A1 - 이차 전지의 방전 심도 추정 장치 및 방법 - Google Patents
이차 전지의 방전 심도 추정 장치 및 방법 Download PDFInfo
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- WO2014088325A1 WO2014088325A1 PCT/KR2013/011176 KR2013011176W WO2014088325A1 WO 2014088325 A1 WO2014088325 A1 WO 2014088325A1 KR 2013011176 W KR2013011176 W KR 2013011176W WO 2014088325 A1 WO2014088325 A1 WO 2014088325A1
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- secondary battery
- voltage
- discharge
- depth
- inflection point
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R19/00—Arrangements for measuring currents or voltages or for indicating presence or sign thereof
- G01R19/165—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values
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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]
- G01R31/367—Software therefor, e.g. for battery testing using modelling or look-up tables
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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]
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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
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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
- G01R31/3835—Arrangements for monitoring battery or accumulator variables, e.g. SoC involving only voltage measurements
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- 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
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M4/36—Selection of substances as active materials, active masses, active liquids
- H01M4/362—Composites
- H01M4/364—Composites as mixtures
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R19/00—Arrangements for measuring currents or voltages or for indicating presence or sign thereof
- G01R19/165—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values
- G01R19/16533—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values characterised by the application
- G01R19/16538—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values characterised by the application in AC or DC supplies
- G01R19/16542—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values characterised by the application in AC or DC supplies for batteries
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- 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
- H01M10/05—Accumulators with non-aqueous electrolyte
- H01M10/052—Li-accumulators
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M4/13—Electrodes for accumulators with non-aqueous electrolyte, e.g. for lithium-accumulators; Processes of manufacture thereof
- H01M4/131—Electrodes based on mixed oxides or hydroxides, or on mixtures of oxides or hydroxides, e.g. LiCoOx
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M4/36—Selection of substances as active materials, active masses, active liquids
- H01M4/48—Selection of substances as active materials, active masses, active liquids of inorganic oxides or hydroxides
- H01M4/50—Selection of substances as active materials, active masses, active liquids of inorganic oxides or hydroxides of manganese
- H01M4/505—Selection of substances as active materials, active masses, active liquids of inorganic oxides or hydroxides of manganese of mixed oxides or hydroxides containing manganese for inserting or intercalating light metals, e.g. LiMn2O4 or LiMn2OxFy
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M4/36—Selection of substances as active materials, active masses, active liquids
- H01M4/48—Selection of substances as active materials, active masses, active liquids of inorganic oxides or hydroxides
- H01M4/52—Selection of substances as active materials, active masses, active liquids of inorganic oxides or hydroxides of nickel, cobalt or iron
- H01M4/525—Selection of substances as active materials, active masses, active liquids of inorganic oxides or hydroxides of nickel, cobalt or iron of mixed oxides or hydroxides containing iron, cobalt or nickel for inserting or intercalating light metals, e.g. LiNiO2, LiCoO2 or LiCoOxFy
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M4/36—Selection of substances as active materials, active masses, active liquids
- H01M4/58—Selection of substances as active materials, active masses, active liquids of inorganic compounds other than oxides or hydroxides, e.g. sulfides, selenides, tellurides, halogenides or LiCoFy; of polyanionic structures, e.g. phosphates, silicates or borates
- H01M4/5825—Oxygenated metallic salts or polyanionic structures, e.g. borates, phosphates, silicates, olivines
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- 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 invention relates to an apparatus and method for estimating the depth of discharge of a secondary battery.
- a battery may be a device that can be carried in a human hand such as a mobile phone, a laptop computer, a digital camera, a video camera, a tablet computer, a power tool, or the like;
- Various electric drive power devices such as electric bicycles, electric motorcycles, electric vehicles, hybrid vehicles, electric boats, electric airplanes, and the like;
- a power storage device used to store power generated by renewable energy or surplus generated power;
- the field of use extends to an uninterruptible power supply for stably supplying power to various information communication devices including server computers and communication base stations.
- the cell comprises three basic components: an anode comprising a material that is oxidized while releasing electrons during discharge, and a cathode comprising a material that is reduced while receiving electrons during discharge. And an electrolyte that allows ion transport between the cathode and the anode.
- the battery may be classified into a primary battery that cannot be reused after being discharged and a secondary battery capable of repetitive charging and discharging because the electrochemical reaction is at least partially reversible.
- secondary batteries examples include lead-acid batteries, nickel-cadmium batteries, nickel-zinc batteries, nickel-iron batteries, silver oxide batteries, nickel metal hydride batteries, zinc-manganese oxide batteries, zinc-bromide batteries, and metal- Air batteries, lithium secondary batteries and the like are known. Among them, lithium secondary batteries have attracted the greatest commercial interest because of their higher energy density, higher battery voltage, and longer shelf life than other secondary batteries.
- Lithium secondary batteries have characteristics in which intercalation and de-intercalation reactions of lithium ions occur in a positive electrode and a negative electrode. That is, during discharge, lithium ions are detached from the negative electrode material included in the negative electrode and then moved to the positive electrode through the electrolyte and inserted into the positive electrode material included in the positive electrode, and vice versa while charging is in progress.
- the material used as the cathode material since the material used as the cathode material has a significant effect on the performance of the secondary battery, it is possible to provide a cathode material having a high energy capacity while maintaining stability at high temperature and having a low manufacturing cost. Various attempts are being made. However, there is a limit to satisfying all the performance demands of the market with only one cathode material.
- the depth of discharge (DOD) of the secondary battery is a parameter necessary for estimating the driving distance of the electric drive vehicle and controlling the start and end of charging or discharging of the secondary battery.
- the discharge depth is a parameter representing a relative ratio of the discharged capacity to the current based on the capacity when the rechargeable battery is fully charged, and accurate measurement can be performed by measuring the open circuit voltage of the rechargeable battery. This is because the discharge depth of the secondary battery has a relationship of 1: 1 with the open voltage. However, it is not easy to accurately measure the open voltage of the secondary battery while the secondary battery is being charged or discharged.
- the former method has a disadvantage in that complicated calculations are required, and the latter method has a disadvantage in that accuracy is reduced when the secondary battery is charged or discharged under dynamic conditions.
- the secondary battery is discharged at various conditions of C-rate, and when the driver presses the brake pedal, regeneration charging is repeated. do. Therefore, a new approach is needed to easily and accurately estimate the depth of discharge in the environment of using such dynamic secondary batteries.
- the present invention has been made in view of the prior art as described above, and provides an apparatus and method for easily and accurately estimating the depth of discharge of a secondary battery in a process of dynamically using the secondary battery.
- the present invention also includes a mixed positive electrode material branding two or more positive electrode materials in consideration of the performance of the secondary battery required by the market, and the discharge depth of the secondary battery exhibiting a unique electrochemical behavior due to the mixed positive electrode material, It is an object of the present invention to provide an apparatus and method for accurately estimating.
- an apparatus for estimating a discharge depth of a secondary battery includes repeatedly measuring a voltage of a secondary battery including a mixed cathode material, in which at least first and second cathode materials are branded, at a time interval. Sensor means; And receiving the plurality of repeated measured voltages from the sensor means, identifying an inflection point in a voltage change profile corresponding to the plurality of voltages, and using a voltage measured after a time point at which the inflection point is identified as a reference voltage. And control means for estimating the depth of discharging (DOD) of the battery.
- DOD depth of discharging
- control means may estimate the discharge depth by using the measured voltage as a reference voltage after a predetermined time has elapsed after the inflection point is identified.
- the preset time may be 5-60 seconds, preferably 20-40 seconds, more preferably 40-60 seconds.
- the preset time can be changed according to the type of secondary battery.
- control unit may estimate the discharge depth by using a lookup table or a lookup function that defines a correlation between the reference voltage and the discharge depth.
- control means may identify the inflection point when the rate of change of voltage (dV / dt) with respect to time in the voltage change profile becomes maximum.
- control means may identify the inflection point in the voltage change profile measured after the charging or discharging of the secondary battery is stopped.
- control means may identify the inflection point in the voltage change profile measured while the secondary battery is being charged.
- the secondary battery may have a discharge resistance profile having an open voltage profile and / or a convex pattern including at least one inflection point.
- an apparatus for estimating the depth of discharge of a secondary battery wherein the voltage of the secondary battery including the mixed cathode material of which at least the first and second cathode materials are branded is repeatedly measured at a time interval.
- Sensor means And receiving the plurality of repeated measured voltages from the sensor means, identifying an inflection point in a voltage change profile corresponding to the plurality of voltages, and measuring the inflection point after extrapolation using an extrapolation method.
- DOD depth of discharging
- control means determines an approximation function that approximates a voltage change profile corresponding to the plurality of voltages measured after the inflection point is identified through extrapolation, and estimates the reference voltage using the approximation function. can do.
- the approximation function corresponding to the time 20 seconds or more elapsed from the time of identification of the inflection point preferably 30 seconds or more elapsed, more preferably 40 seconds or more elapsed
- the voltage can be estimated as the reference voltage.
- the time point for setting the reference voltage can be changed as much as the type of secondary battery.
- control unit may estimate the discharge depth by using a lookup table or a lookup function that defines a correlation between the reference voltage and the discharge depth.
- control means may identify the inflection point when the rate of change of voltage (dV / dt) with respect to time in the voltage change profile becomes maximum.
- control means may identify the inflection point in the voltage change profile measured after the charging or discharging of the secondary battery is stopped, or the voltage change profile measured while the secondary battery is being charged. .
- the secondary battery may have a discharge resistance profile having an open voltage profile or a convex pattern including at least one inflection point.
- control means may be combined with a storage means, and the control means may store and maintain the estimated discharge depth in the storage means.
- control means may be combined with display means, and the control means may display the estimated discharge depth on the display means in a graphical interface (letters, numbers, graphs, etc.).
- control means may be coupled with a communication interface, and the control means may transmit the estimated discharge depth to an external control unit via the communication interface.
- the technical problem may be achieved by an electric driving apparatus including the above-described apparatus for estimating the depth of discharge of the secondary battery.
- Discharge depth estimation method of a secondary battery for achieving the above technical problem, (a) at least a time interval with respect to the secondary battery comprising a mixed positive electrode material branded at least the first and second positive electrode material Receiving a plurality of repeatedly measured voltages; (b) identifying an inflection point in a voltage change profile corresponding to the plurality of voltages; (c) selecting a voltage measured after the time point at which the inflection point is identified as a reference voltage; And (d) estimating Depth Of Discharging (DOD) of the secondary battery using the reference voltage.
- DOD Depth Of Discharging
- a method of estimating a discharge depth of a secondary battery comprises: (a) at least a time interval with respect to a secondary battery including a mixed cathode material in which at least first and second cathode materials are branded; Receiving a plurality of repeatedly measured voltages; (b) identifying an inflection point in a voltage change profile corresponding to the plurality of voltages; (c) estimating a reference voltage to be used for estimating a depth of discharging (DOD) of a secondary battery from a plurality of voltages measured after a time point at which the inflection point is identified using an extrapolation method; And (d) estimating the depth of discharge using the estimated reference voltage.
- DOD depth of discharging
- the method of estimating the discharge depth of a secondary battery according to the present invention may include storing the estimated discharge depth, and / or displaying the estimated discharge depth, and / or transmitting the estimated parameter. It may further include.
- the first cathode material is a general formula A [A x M y ] O 2 + z (A includes at least one of Li, Na, and K; M is Ni, Co, Mn, Ca, Mg, At least one element selected from Al, Ti, Si, Fe, Mo, V, Zr, Zn, Cu, Al, Mo, Sc, Zr, Ru, and Cr; x ⁇ 0, 1 ⁇ x + y ⁇ 2 Or -0.1 ⁇ z ⁇ 2; the stoichiometric coefficients of the components included in x, y, z, and M are chosen to maintain the electrical neutrality of the compound), or
- the second cathode material is a general formula Li a M 1 x Fe 1-x M 2 y P 1-y M 3 z O 4-z
- M 1 is Ti, Si, Mn, Co, V, Cr, Mo, Fe At least one element selected from Ni, Nd, Al, Mg, and Al
- M 2 is Ti, Si, Mn, Co, Fe, V, Cr, Mo, Ni, Nd, Al, Mg, As, Sb, At least one element selected from Si, Ge, V and S
- M 3 comprises at least one element selected from halogenated elements including F; 0 ⁇ a ⁇ 2, 0 ⁇ x ⁇ 1, 0 ⁇ y ⁇ 1, 0 ⁇ z ⁇ 1; the stoichiometric coefficients of the components contained in a, x, y, z, M 1 , M 2 , and M 3 are chosen so that the compound maintains electrical neutrality or Li 3 M 2 ( May be lithium metal phosphate represented by PO 4 ) 3 [M includes at least one
- the secondary battery may further include an electrolyte including operating ions, and a separator for electrically separating the positive electrode and the negative electrode and allowing movement of the operating ions.
- the electrolyte is not particularly limited as long as it can generate an electrochemical oxidation or reduction reaction at the anode and the cathode through the working ions, including the working ions.
- the secondary battery may further include a packing material for sealing the positive electrode, the negative electrode, and the separator.
- the packaging material is not particularly limited as long as it is chemically safe.
- the appearance of the secondary battery is determined by the structure of the packaging material.
- the structure of the packaging material may be one of various structures known in the art, and may typically have a structure such as a cylinder, a square, a pouch, a coin, and the like.
- the depth of discharge of the secondary battery can be reliably estimated while the secondary battery is used dynamically.
- FIG. 1 is a block diagram illustrating a configuration of an apparatus for estimating the depth of discharge of a secondary battery according to an exemplary embodiment of the present invention.
- FIG. 2 illustrates a transition of a lithium secondary battery including a mixed cathode material in which LiCo 1/3 Mn 1/3 Ni 1/3 O 2 and LiFePO 4 are branded at 7: 3 (weight ratio) as the first and second cathode materials. Shows the voltage change profile observed when charging in the voltage range including the voltage band.
- LiCo 1/3 Mn 1/3 Ni 1/3 O 2 and LiFePO 4 are branded at 7: 3 (weight ratio) as the first and second cathode materials. Shows the voltage change profile observed when discharged to a voltage below the voltage range (below 3.2V) and then quiescent.
- FIG. 4 is a flowchart illustrating a method of estimating a depth of discharge of a rechargeable battery according to an exemplary embodiment of the present invention.
- 5 and 6 are graphs illustrating the discharge resistance profile of the secondary battery measured for each state of charge (SOC) of the secondary battery and the open voltage profile measured for the discharge depth (DOD) of the secondary battery, respectively.
- FIG. 7 is a graph illustrating a voltage change profile when a secondary battery is discharged in a voltage range including a transition voltage section of the secondary battery and then charged for a short time, and then the secondary battery is kept in an idle state for a predetermined time. to be.
- FIG. 9 is an enlarged graph of a dotted line box of FIG. 8.
- FIG. 10 is an enlarged view of voltage change profiles observed to the right of an inflection point when the secondary battery is discharged and charged under the same conditions as when the voltage change profile of FIG. 7 is obtained while changing the discharge depth when the idle state is initiated. will be.
- FIG. 11 shows a voltage change profile when the secondary battery is discharged and recharged in a voltage range including the transition voltage band.
- FIG. 12 sets experimental conditions such that the discharge depths at the end of charging are 75%, 77%, 79%, and 81%, respectively, and the secondary batteries have different discharge rates and charge rates as in the case where the voltage change profile of FIG. 11 is obtained. When discharged and charged, the voltage change profile to the right of the inflection point is shown.
- control means 150 display means
- the lithium secondary battery is a generic term for a secondary battery in which lithium ions act as operating ions during charging and discharging to induce an electrochemical reaction in the positive electrode and the negative electrode.
- the working ions refer to ions participating in the electrochemical oxidation and reduction reaction in the process of charging or discharging the secondary battery, for example, lithium. Therefore, even if the name of the secondary battery is changed according to the type of electrolyte or separator used in the lithium secondary battery, the type of packaging material used to package the secondary battery, the internal or external structure of the lithium secondary battery, the lithium ion is used as the working ion. All secondary batteries should be interpreted as being included in the category of the lithium secondary battery.
- this invention is applicable also to other secondary batteries other than a lithium secondary battery. Therefore, even if the operating ion is not a lithium ion, any secondary battery to which the technical idea of the present invention can be applied should be construed as being included in the scope of the present invention regardless of its type.
- the secondary battery in the corresponding embodiment is used as a concept including various types of secondary batteries.
- secondary batteries are not limited by the number of elements which comprise it.
- secondary batteries may include a single cell based on a negative electrode, an electrolyte, and a positive electrode, an assembly of a single cell, a module in which a plurality of assemblies are connected in series and / or in parallel, a pack in which a plurality of modules are connected in series and / or in parallel, Should be interpreted to include battery systems connected in series and / or in parallel.
- the secondary battery includes a positive electrode active material and a negative electrode active material
- the positive electrode active material includes a mixed positive electrode material branded with at least a first positive electrode material and a second positive electrode material.
- the first positive electrode material reacts well with the operating ions as compared with the second positive electrode material in a high voltage range. Therefore, when the secondary battery is discharged or charged in a high voltage band, operating ions are preferentially inserted into or detached from the first cathode material.
- the second cathode material in a low voltage band, reacts better with the operating ions than the first cathode material. Therefore, when the secondary battery is discharged or charged in the low voltage band, operating ions are preferentially inserted into or detached from the second cathode material.
- a transition voltage band is generated in which the type of the cathode material reacting with the working ions is switched while the secondary battery is charged or discharged.
- the secondary battery shows a voltage change pattern including an inflection point.
- the secondary battery including the mixed cathode material has a characteristic that the internal resistance locally increases in the transition voltage band. That is, when the resistance of the secondary battery is measured for each state of charge, a convex pattern is observed around the transition voltage band, and two inflection points are observed around the peak of the convex pattern.
- the state of charge is a parameter representing a relative ratio of the capacity remaining currently based on the capacity when the secondary battery is fully charged, and corresponds to (1-discharge depth).
- the secondary battery including the mixed cathode material has an open voltage profile in which an inflection point is formed in a transition voltage band. That is, when the open circuit voltage is measured for each of the discharge depths of the secondary battery, an inflection point is observed near the transition voltage band.
- the first cathode material the general formula A [A x M y ] O 2 + z
- A includes at least one of Li, Na and K; M is Ni, Co, Mn, Ca, Mg, At least one element selected from Al, Ti, Si, Fe, Mo, V, Zr, Zn, Cu, Al, Mo, Sc, Zr, Ru, and Cr; x ⁇ 0, 1 ⁇ x + y ⁇ 2 Or -0.1 ⁇ z ⁇ 2; the stoichiometric coefficients of the components included in x, y, z, and M are chosen to maintain the electrical neutrality of the compound), or
- the second cathode material is a general formula Li a M 1 x Fe 1-x M 2 y P 1-y M 3 z O 4-z
- M 1 is Ti, Si, Mn, Co, V, At least one element selected from Cr, Mo, Fe, Ni, Nd, Al, Mg and Al
- M 2 is Ti, Si, Mn, Co, Fe, V, Cr, Mo, Ni, Nd, Al, Mg
- M 3 comprises at least one element selected from halogenated elements including F; 0 ⁇ a ⁇ 2, 0 ⁇ x ⁇ 1, 0 ⁇ y ⁇ 1, 0 ⁇ z ⁇ 1; the stoichiometric coefficients of the components contained in a, x, y, z, M 1 , M 2 , and M 3 are selected such that the compound maintains electrical neutrality; or Li 3 M 2 (PO 4 ) 3 (M may include at least one element selected from Ti,
- the first positive electrode material and / or the second positive electrode material may include a coating layer.
- the coating layer includes a carbon layer, or in the group consisting of Ti, Si, Mn, Co, Fe, V, Cr, Mo, Ni, Nd, Al, Mg, Al, As, Sb, Si, Ge, V and S It may include an oxide layer or a fluoride layer containing at least one element selected.
- the type and the mixing ratio of the first and second positive electrode materials considering the use and performance of the secondary battery to be manufactured, but the convex pattern (a peak before and after the peak in the discharge resistance profile measured for each state of charge of the secondary battery) Or an inflection point) or at least one inflection point in the open voltage profile measured for each discharge depth of the secondary battery.
- Li [Ni 1/3 Mn 1/3 Co 1/3 ] O 2 and LiFePO 4 are selected as the first cathode material and the second cathode material, respectively.
- the mixing ratio of the first positive electrode material and the second positive electrode material can be set to 5: 5.
- Li [Ni 1/3 Mn 1/3 Co 1/3 ] O 2 and LiFePO 4 are selected as the first cathode material and the second cathode material, respectively.
- the mixing ratio of the first positive electrode material and the second positive electrode material can be set to 2: 8.
- Li [Ni 1/3 Mn 1/3 Co 1/3 ] O 2 and LiFePO 4 are selected as the first cathode material and the second cathode material, respectively.
- the mixing ratio of the first positive electrode material and the second positive electrode material can be set to 1: 9.
- [Ni 1/3 Mn 1/3 Co 1/3 ] O 2 and LiFePO 4 may be formed into a first positive electrode material and a second positive electrode, respectively. It can be selected as the ash, and the mixing ratio of the first positive electrode material and the second positive electrode material can be set to 4: 6.
- Li [Ni 0.5 Mn 0.3 Co 0.2 ] O 2 and LiFePO 4 are selected as the first cathode material and the second cathode material, respectively, and the first anode
- the mixing ratio of the ash and the second cathode material can be set to 9: 1.
- first and second cathode materials selection of the first and second cathode materials and the adjustment method of the mixing ratio are merely examples. Therefore, it will be apparent to those skilled in the art that the first and second cathode materials can be appropriately selected and the mixing ratio of each cathode material can be appropriately set in consideration of the relative weights and balances of the electrochemical properties to be applied to the mixed cathode material.
- the number of cathode materials that may be included in the mixed cathode material is not limited to two.
- LiNiO 2 LiMn 2 O 4
- the addition of other additives such as a conductive agent, a binder, etc. to the mixed cathode material is not particularly limited in order to improve physical properties of the mixed cathode material. Therefore, a mixed cathode material including at least two cathode materials may be interpreted as being included in the scope of the present invention regardless of the number of cathode materials and the presence of other additives.
- FIG. 1 is a block diagram illustrating a configuration of an apparatus 100 for estimating the depth of discharge of a secondary battery according to an exemplary embodiment of the present invention.
- the high potential and low potential terminals P + and P ⁇ of the secondary battery 110 are electrically coupled to the low potential and high potential connection terminals T + and T ⁇ of the electric drive device 200. do.
- the secondary battery 110 may be a lithium secondary battery, but the present invention is not limited by the type of battery.
- the electric drive device 200 may be a mobile computer device such as a mobile phone, a laptop computer, a tablet computer, or a handheld multimedia device including a digital camera, a video camera, an audio / video playback device, and the like.
- a mobile computer device such as a mobile phone, a laptop computer, a tablet computer, or a handheld multimedia device including a digital camera, a video camera, an audio / video playback device, and the like.
- the electric drive device 200 is an electric power device, or electric drill, which is movable by electricity, such as an electric vehicle, a hybrid car, an electric bicycle, an electric motorcycle, an electric train, an electric boat, an electric plane, or the like. It may be a power tool including a motor such as an electric grinder.
- the electric drive device 200 is installed in a power grid, a large-capacity power storage device for storing renewable energy or surplus power generation, or a server computer or mobile communication equipment in an emergency such as a power outage. It may be an uninterruptible power supply for supplying power to various information communication devices, including.
- the electric drive device 200 includes a load 210 and / or a charging unit 220.
- the load 210 is a device that consumes the electrical energy of the secondary battery 110, and may be, for example and non-limiting examples, a rotary power device such as a motor, a power converter such as a converter or an inverter.
- the charging unit 220 is a device for applying a charging current to the secondary battery 110.
- a charging circuit a generator coupled to an engine of an electric drive vehicle, coupled to a brake of an electric drive vehicle It may be a regeneration charger.
- the charging unit 220 may apply to the secondary battery 110 a charging current in the form of a constant current, a charging current in the form of a pulse, a charging current in which the magnitude of the current varies with time according to the control of the control unit 230. have.
- the electric drive device 200 may include a control unit 230 to control the operation of the load 210 and / or charging unit 220.
- the control unit 230 may include a microcomputer capable of executing a software algorithm for controlling the electric drive device 200.
- the electric drive device 200 may further include first to fourth switches SW1 to selectively connect the secondary battery 110 and the load 210, or the secondary battery 110 and the charging unit 220. SW4) may be included.
- the first and second switches SW1 and SW2 receive a control signal from the control unit 230 to turn on or off an electrical connection between the secondary battery 110 and the load 210.
- the third and fourth switches SW3 and SW4 receive a control signal from the control unit 230 to turn on or off an electrical connection between the secondary battery 110 and the charging unit 220.
- the first to fourth switches SW1 to SW4 may be semiconductor switches or mechanical relay switches.
- the control unit 230 turns on or off an electrical connection between the secondary battery 110 and the load 210, or the secondary battery 110 and the charging unit 220.
- control unit 230 when the state of charge of the secondary battery 110 is high, in order to drive the load 210 with electrical energy stored in the secondary battery 110, the first and second switches ( SW1 and SW2 are turned on to connect the secondary battery 110 to the load 210. Then, the secondary battery 110 is discharged and electric energy is supplied to the load 210.
- the control unit 230 turns on the third and fourth switches SW3 and SW4 to apply a charging current to the secondary battery 110. To connect the charging unit 220 to the secondary battery 110. Then, the charging unit 220 applies a charging current to the secondary battery 110 side.
- control unit 230 connects the secondary battery 110 to the load 210 while the load 210 is driven, and when the driving of the load 210 is temporarily stopped,
- the rechargeable battery 110 may be charged by connecting the rechargeable battery 110 to the charging unit 220.
- Regenerative charging refers to charging secondary batteries using renewable energy generated in a brake system when the vehicle is decelerated through brake operation.
- the charging unit 220 is organically coupled with a brake system that produces renewable energy, and the control unit 230 may control the overall process of the regenerative charging. Since the regeneration charging technology is well known in the art to which the present invention pertains, a detailed description thereof will be omitted.
- the apparatus for estimating the depth of discharge 100 is an apparatus for estimating the depth of discharge (DOD) of the secondary battery 110, and includes a sensor means 120 and a control means 130.
- DOD depth of discharge
- the depth of discharge is a parameter representing the relative ratio of the capacity of the secondary battery discharged based on the full charge capacity as a percentage or a number between 0 and 1. For example, if the discharge depth is 30%, it means that 30% of the charge capacity is discharged based on the full charge capacity of the secondary battery.
- the depth of discharge is substantially the same as the "1-state of charge (SOC)". Therefore, it should be understood that estimating the depth of discharge is substantially the same as estimating the state of charge.
- the sensor means 120 includes a voltage measuring circuit, and measures the dynamic voltage and / or no load voltage of the secondary battery 110 to provide it to the control means 130.
- the dynamic voltage refers to a voltage applied between the positive electrode and the negative electrode of the secondary battery 110 when the secondary battery 110 is being charged or discharged.
- the no-load voltage means a voltage applied between the positive electrode and the negative electrode of the secondary battery 110 when the charging and discharging of the secondary battery 110 is completely stopped or the discharge current is negligibly low.
- the sensor means 120 may receive a measurement control signal from the control means 130 to measure the voltage of the secondary battery 110. That is, the sensor means 120 may measure the voltage of the secondary battery and provide it to the control means 130 whenever the measurement control signal is received.
- the sensor means 120 is a voltage of the secondary battery 110 at intervals while the secondary battery 110 is being charged or discharged, or while the secondary battery 110 is in a no-load state. Is repeatedly measured and provided to the control means 130.
- the voltage change profile of the secondary battery 110 has an increasing pattern while making an inflection point.
- FIG. 2 illustrates a transition voltage band (about 3.3-3.4 V) of a lithium secondary battery including a mixed cathode material in which LiCo 1/3 Mn 1/3 Ni 1/3 O 2 and LiFePO 4 are branded at 7: 3 (weight ratio). Shows the voltage change profile observed when charged for 10 seconds in a voltage range including).
- section A represents a discharge section
- section B represents a charging section.
- LiCo 1/3 Mn 1/3 Ni 1/3 O 2 reacts well with working ions in the high voltage range and LiFePO 4 in the low voltage range.
- an inflection point (dashed circle) is formed on the voltage change profile of the lithium secondary battery.
- the inflection point supports the change in the type of cathode material that reacts with the working ions, so that the cathode material from which the operating ions are released near the inflection point is changed from LiFePO 4 to LiCo 1/3 Mn 1/3 Ni 1/3 O 2 . have.
- the secondary battery is charged, the operating ions are released from the positive electrode material.
- the resistance characteristics of the secondary battery are changed, and the change in the resistance characteristics appears as an inflection point on the voltage change profile.
- the voltage change profile of the lithium secondary battery may increase in pattern while creating an inflection point.
- FIG. 3 illustrates a transition of a lithium secondary battery including a mixed cathode material in which LiCo 1/3 Mn 1/3 Ni 1/3 O 2 and LiFePO 4 are branded at 7: 3 (weight ratio) as the first and second cathode materials. Shows the voltage change profile observed when discharged for a few seconds to a voltage below the voltage range ( ⁇ 3.2V) and then quiescent. In the current profile of FIG. 3, section A represents a discharge section and section B represents a no-load section.
- an inflection point (dashed circle) is formed on the voltage change profile.
- the inflection point is formed by a slightly different mechanism than when the secondary battery is charged.
- this LiCo 1/3 Mn 1/3 Ni 1/3 O 2 working capacity in the ion can be inserted into the most exhausted LiCo 1 /
- the resistance of 3 Mn 1/3 Ni 1/3 O 2 increases rapidly.
- the working ions start to be inserted into LiFePO 4 rather than LiCo 1/3 Mn 1/3 Ni 1/3 O 2 .
- the operating ions inserted into the surfaces of LiCo 1/3 Mn 1/3 Ni 1/3 O 2 and LiFePO 4 diffuse into the interior.
- the voltage of the secondary battery gradually rises.
- a potential difference is created between the two cathode materials, and the working ions inserted into LiFePO 4 are moved toward LiCo 1/3 Mn 1/3 Ni 1/3 O 2 by the potential difference. .
- the movement mechanism of the working ions causes the resistance characteristics of the secondary battery to change with time, and the change in resistance characteristics appears as an inflection point on the voltage change profile. The point of inflection can be seen that most of the operating ions inserted into LiFePO 4 has moved to LiCo 1/3 Mn 1/3 Ni 1/3 O 2 .
- the cause of the inflection point in the voltage change profile is that the resistance characteristics of the secondary battery change as the type of the cathode material reacting (inserting or detaching) with the working ions changes. Therefore, it can be seen that the inflection point is observed in the voltage change profile when the type of the cathode material reacting with the working ions is changed, regardless of whether the secondary battery is being charged or discharged or the secondary battery is in a no-load state.
- the inventor of the present application if the inflection point is observed in the voltage change profile of the secondary battery, the inflection point is observed irrespective of the charging history or the discharge history of the secondary battery, provided that the discharge depth of the secondary battery is the same. It has been found that the voltage change profile after the process has a unique pattern according to the discharge depth of the secondary battery.
- the discharge depth can be easily estimated using the voltage change profile after the inflection point.
- the correlation may correspond to a relationship between the reference voltage and the discharge depth measured after a predetermined time elapses after the inflection point is formed on the voltage change profile.
- the reference voltage may be at least one.
- the correspondence can be obtained by measuring the voltage change profile of the secondary battery as shown in FIGS. 2 and 3 for each discharge depth of the secondary battery.
- the correlation may be a correspondence between the approximation function of the voltage change profile and the discharge depth measured during a predetermined time after the inflection point is generated.
- the voltage change profile after the inflection point is generated since the voltage change profile after the inflection point is generated has a form of convergence to the equilibrium voltage, it may be represented as an approximation function using extrapolation.
- the approximation function may be an exponential function of natural logarithm (e).
- the control means 130 in order to estimate the depth of discharge of the secondary battery 110 using the voltage change profile including the inflection point, the sensor means 120 in response to the measurement control signal to determine the voltage of the secondary battery Receive it if you measure and provide repeatedly.
- the control unit 130 may receive the repeated measured voltage to generate a voltage change profile over time, and identify an inflection point in the voltage change profile.
- the position at which the inflection point is identified is a position at which the rate of change of voltage (dV / dt) with respect to time becomes the maximum on the voltage change profile.
- the inflection point identification method is not limited to this.
- control means 130 may identify the inflection point in the voltage change profile measured after the charging or discharging of the secondary battery 110 is stopped.
- control means 130 may identify the inflection point in the voltage change profile measured while the secondary battery 110 is being charged.
- control unit 130 selects the voltage measured after the inflection point as the reference voltage to be used when estimating the depth of discharge of the secondary battery 110.
- control means 130 selects the voltage measured as a reference voltage after a predetermined time has elapsed after the inflection point is identified. In this case, the larger the preset time, the better.
- the preset time may be 5-60 seconds. As another example, the preset time may be 20-40 seconds. As another example, the preset time may be 40-60 seconds.
- control unit 130 may estimate a depth of discharging (DOD) of the secondary battery from the selected reference voltage using a predefined correlation between the reference voltage and the discharge depth. have.
- DOD depth of discharging
- control unit 130 may estimate the discharge depth by using a lookup table or a lookup function that defines a correlation between the reference voltage and the discharge depth.
- the look-up table is a table and a corresponding relationship between the reference voltage and the discharge depth through experiments and the like.
- the lookup table when the depth of discharge corresponding to the reference voltage is mapped, the depth of discharge of the secondary battery 110 may be easily estimated.
- the look-up function represents a corresponding relationship between the reference voltage and the discharge depth as a function through experiments or the like. Since the lookup function uses the reference voltage and the depth of discharge as input variables and output variables, respectively, the depth of discharge can be obtained as an output value of the lookup function by substituting the estimated open voltage as an input variable of the lookup function. . Preferably, the lookup function may be obtained through a numerical analysis technique.
- a temperature parameter may be further added to the lookup table and the lookup function. That is, a lookup table and a lookup function may be generated for each temperature.
- the sensor means 120 may measure the temperature of the secondary battery 110 and provide it to the control means 130. Then, the control means 130 identifies the lookup table or the lookup function corresponding to the temperature of the secondary battery 110 and discharges the secondary battery 110 corresponding to the reference voltage by using the identified lookup table or the lookup function. Depth can be estimated.
- control means 130 may estimate the depth of discharge of the secondary battery in a manner different from that described above.
- the control unit 130 may determine an approximation function corresponding to the voltage change profile measured for a predetermined time after the point of time when the inflection point is identified.
- the approximation function may be obtained through extrapolation, and may be expressed as an exponential function having a characteristic that converges to a specific value as time increases.
- the input and output variables of the approximation function are time and voltage, respectively.
- control means 130 estimates the voltage after a predetermined time has elapsed as a reference voltage based on the identification time of the inflection point using an approximation function.
- the reference voltage can be determined by substituting a preset time to an input variable of an approximation function.
- control means 130 is a time when at least 20 seconds have elapsed, more preferably at least 30 seconds have elapsed, more preferably at least 40 seconds have elapsed from the time of identification of the inflection point using an approximation function.
- the voltage at the time can be estimated as the reference voltage.
- the control unit 130 calculates the discharge depth of the secondary battery corresponding to the estimated reference voltage using a lookup table or a lookup function that defines a correlation between the reference voltage and the discharge depth as described above. It can be estimated. Also in this case, it is obvious that the temperature of the secondary battery 110 can be further considered.
- the approximation function may be represented by the exponential function V (t) as follows by nonlinear curve fitting.
- V (t) a + be -ct + d
- the input and output variables are time and voltage, respectively, and the constants a, b, c and d are parameters that can be tuned by the measured voltage data after the inflection point has been identified. Since the function V (t) has 4 degrees of freedom, each constant may be determined using at least four voltage data measured after the inflection point is identified.
- the approximation function can also be determined through other nonlinear curve fitting techniques that can fit the voltage change profile after the inflection point is identified.
- the approximation function may be determined using nonlinear regression, probability distribution fitting, polynomial curve fitting, or the like.
- control means 130 may be configured to obtain the approximation function. It is possible to run software algorithms that program at least one of the nonlinear curve fitting techniques mentioned in.
- the discharge depth estimating apparatus 100 of the secondary battery may further include a storage unit 160.
- the storage means 160 is not particularly limited as long as it is a storage medium capable of recording and erasing information.
- the storage means 160 may be a RAM, a ROM, a register, a hard disk, an optical recording medium, or a magnetic recording medium.
- the storage means 160 may also be connected with the control means 130, for example via a data bus or the like, to be accessible by the control means 130.
- the storage means 160 also determines an approximation function by means of a program comprising various control logics performed by the control means 130 and / or data and / or nonlinear curve fitting generated when the control logic is executed. Store and / or update and / or erase and / or transmit algorithms.
- the storage means 160 may be logically divided into two or more, and is not limited to being included in the control means 130.
- the storage means 160 includes a plurality of voltage data measured by the sensor means 120, the voltage change profile, information about the identified inflection point (time, voltage), and a voltage change profile after the identified inflection point.
- the approximation function, the lookup table or the lookup function, or the reference voltage, or the estimated discharge depth may be stored and maintained.
- the control means 130 may comprise a processor, application-specific integrated circuit (ASIC), other chipset, logic circuit, register, communication modem, data processing device known in the art for executing various control logics and / or calculation logics. And the like may optionally be included.
- the control logic when the control logic is implemented in software, the control means 130 may be implemented as a set of program modules.
- the program module may be stored in a memory and executed by a processor.
- the memory may be internal or external to the processor and may be coupled to the processor by a variety of known means.
- the memory may be included in the storage means 160.
- the memory refers to a device that stores information regardless of the type of device, and does not refer to a specific memory device.
- the apparatus 100 for estimating the depth of discharge of the secondary battery may further include a display unit 150. If the display means 150 is capable of displaying information on the depth of discharge of the secondary battery 140 estimated by the control means 130 in a graphic interface (letters, numbers, graphs, etc.), there is no particular limitation on the type thereof. none.
- the display means 150 may be a liquid crystal display, an LED display, an OLED display, an E-INK display, a flexible display, or the like.
- the display means 150 may be directly or indirectly connected to the control means 130. When the latter method is adopted, the display means 150 may be located in an area physically separated from the area in which the control means 130 is located. A third control means (not shown) is interposed between the display means 150 and the control means 130 so that the third control means can express the display means 150 from the control means 130. The information may be provided and displayed on the display means 150. To this end, the third control means and the control means 130 may be connected by a communication line (for example, a CNN communication network).
- a communication line for example, a CNN communication network
- the display means 150 need not necessarily be included in the device according to the present invention, but may be included in another device connected to the device according to the present invention.
- the display means 150 and the control means 130 are not directly connected, but are indirectly connected to the display means 150 via a control means included in the other device. Therefore, it should be understood that the electrical connection between the display means 150 and the control means 130 also includes such an indirect connection method.
- the control means 130 may form a communication interface with an external control device.
- the data regarding the depth of discharge of the secondary battery 110 may be transmitted to the external control means through the communication interface.
- the external control means may be a control unit 230 of the electric drive device 200.
- control unit 130 controls the control unit 230 to integrally control the driving mechanism of the electric vehicle for data on the depth of discharge of the secondary battery 110. ) Can be sent. Then, the control unit 230 may control the charge and discharge of the secondary battery 110 by using the discharge depth of the secondary battery 110 received, and maximize the use efficiency of the secondary battery 110.
- each component may be selectively integrated with other components or each component may be divided into subcomponents for efficient execution of control logic (s).
- control logic control logic
- control logics and / or calculation logics of the control means 130 may be themselves an embodiment of the method for parameter estimation of a secondary battery according to the present invention by selectively combining at least one or more thereof.
- FIG. 4 is a flowchart sequentially illustrating a method of estimating the depth of discharge of a secondary battery according to an exemplary embodiment of the present invention.
- step S10 the control means 130 reads and executes the control logic necessary for estimating the depth of discharge of the secondary battery from the storage means 160.
- step S20 the control means 130 controls the secondary battery while the secondary battery 110 is charged or discharged through the sensor means 120, or after the secondary battery is switched to a no-load state during discharge.
- the voltage data of 10) is received to obtain the voltage change profile.
- the control means 130 may periodically output a measurement control signal to the sensor means 120 to obtain the voltage change profile.
- control means 130 identifies the inflection point on the voltage change profile in step S30. If the inflection point is not identified, the control means 130 proceeds to step S20, and if the inflection point is identified, proceeds to step S40.
- step S40 the control means 13 selects, as a reference voltage, at least one or more voltages measured at a time point when a preset time elapses on the voltage change profile measured after the time point at which the inflection point is identified.
- the control means 130 obtains an approximation function by extrapolation using a voltage change profile measured after the point of time at which the inflection point is identified, and sets the preset time to an input parameter of the approximation function.
- the voltage calculated as an output value can be estimated as a reference voltage by substituting.
- a plurality of voltages are to be estimated as a reference voltage, a plurality of time values may be substituted into the input variable in the approximation function.
- control means 130 corresponds to the measured reference voltage or the estimated reference voltage using a lookup table or a lookup function that predefines a corresponding relationship between the reference voltage and the discharge depth through experiments or the like. Estimate the depth of discharge.
- the flow chart of FIG. 2 shows data about the temperature of the secondary battery 110 by the control means 130 using the sensor means 120.
- the method may further include estimating, and estimating the depth of discharge using a lookup table or a lookup function corresponding to the temperature.
- the flowchart of FIG. 2 may further include at least one of the steps S60 to S80 as an optional step.
- control means 130 may record the estimated depth of discharge of the secondary battery 110 in the storage means 160 in step S60.
- control unit 130 may output the estimated depth of discharge of the secondary battery 110 to the graphic interface (letters, numbers, graphs, etc.) through the display unit 150 in step S70.
- control means 130 may transmit the estimated depth of discharge of the secondary battery 110 to the control unit 230 of the electric drive device 200.
- control logics and / or calculation logics of the control means 130 are combined at least one, and the combined control logics are written in a computer readable code system and are computer readable recordings. May be included in the medium.
- the recording medium is not particularly limited as long as it is accessible by a processor included in the computer.
- the recording medium includes at least one selected from the group consisting of a ROM, a RAM, a register, a CD-ROM, a magnetic tape, a hard disk, a floppy disk, and an optical data recording device.
- code system may be modulated into a carrier signal to be included in a communication carrier at a specific point in time, and may be distributed and stored and executed in a networked computer.
- functional programs, code and code segments for implementing the combined control logics can be easily inferred by programmers in the art to which the present invention pertains.
- a secondary battery including the mixed cathode material was manufactured to the following standard.
- Cathode material A mixed cathode material in which LiCo 1/3 Ni 1/3 Mn 1/3 O 2 and LiFePO 4 are branded in a weight ratio of 7: 3.
- Electrolyte LiPF 6 is added to a solvent in which EC (Ethyl Carbonate) / DMC (DiMethyl Carbonate) / EMC (EthylMethyl Carbonate) is mixed at a weight ratio of 3: 4: 3.
- Separation membrane Porous polyolefin film coated with inorganic particles on both sides
- Secondary batteries comprising a blended cathode material that is branded with two or more cathode materials exhibit unique variations in the discharge resistance profile and the open voltage profile.
- 5 and 6 are graphs showing the discharge resistance profile of the secondary battery measured for each state of charge of the secondary battery and the open voltage profile measured for the depth of discharge (DOD) of the secondary battery, respectively.
- state of charge represents a state of charge
- depth of discharge represents a depth of discharge
- DOD corresponds to (1-SOC).
- the Convex pattern and the inflection point are observed in the discharge resistance profile and the open voltage profile because the resistance characteristics of the secondary battery change as the type of cathode material reacts with the working ions when the secondary battery is used in the transition voltage band. to be.
- FIG. 7 is a graph illustrating a voltage change profile when a secondary battery is discharged in a voltage range including a transition voltage section of the secondary battery and then charged for a short time, and then the secondary battery is kept in an idle state for a predetermined time. to be.
- FIG. 9 is an enlarged graph of a dotted line box of FIG. 8.
- FIG. 10 shows the same conditions as when the voltage change profile of FIG. 7 is obtained, varying the depth of discharge at the onset of the idle state to 66%, 68%, 70%, 72%, 74%, 76% and 78%.
- the secondary battery is discharged and charged, the enlarged voltage change profiles observed on the right side of the inflection point are shown.
- the voltage change profile indicated by a dashed-dotted line was sampled when the secondary battery was at rest, the voltage measured at a predetermined time after the inflection point elapsed, such as 20 seconds, was measured (about 3.53 V). May be selected as a reference voltage for estimating the depth of discharge of the secondary battery.
- the depth of discharge corresponding to the selected reference voltage may be easily estimated.
- the reference voltage to be used when determining the depth of discharge of the secondary battery may be estimated using an approximation function of the voltage change profile on the right side of the inflection point. That is, an approximation function (e.g., an exponential function) that approximately follows the shape of the voltage change profile after the inflection point is calculated by using an extrapolation method, and the time set in advance in the input variable of the approximation function (for example, 20 seconds).
- the voltage calculated as an output value can be estimated as a reference voltage by substituting.
- FIG. 10 illustrates the fact that the voltage change profiles on the right side of the inflection point converge to the equilibrium voltage while forming the same shape even if the charging depths of the secondary battery are the same even though different charging conditions are applied before the secondary battery enters the idle state. It also confirms in depth conditions.
- FIG. 11 shows a voltage change profile when the secondary battery is discharged and recharged in a voltage range including the transition voltage band.
- the cathode material from which the operating ions are released near the inflection point is LiCoPO 3 Ni 1/3 Mn in LiFePO 4 . It can be seen that it was changed to 1/3 O 2 .
- FIG. 12 sets experimental conditions such that the discharge depths at the end of charging are 75%, 77%, 79%, and 81%, respectively, and the secondary batteries have different discharge rates and charge rates as in the case where the voltage change profile of FIG. 11 is obtained. When discharged and charged, the voltage change profile to the right of the inflection point is shown.
- each voltage change profile shown in FIG. 12 appears to be one, but the three profiles indicated by dotted lines, solid lines and dashed dashed lines overlap.
- the depth of discharge of the secondary battery can be easily estimated by using the reference voltage selected from the voltage change profile to the right of the inflection point.
- the reference voltage a voltage measured at a point in time, for example, 10 seconds, 20 seconds, or 30 seconds after the inflection point is identified can be selected.
- the reference voltage can be estimated from an approximation function obtained from the voltage change profile on the right side of the inflection point through extrapolation as described above.
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Abstract
Description
Claims (21)
- 적어도 제1 및 제2양극재가 브랜딩된 혼합 양극재를 포함하는 이차 전지가 동작 중이거나 휴지 상태에 있을 때 상기 이차 전지의 전압을 시간 간격을 두고 반복 측정하는 센서 수단; 및상기 센서 수단으로부터 상기 반복 측정된 복수의 전압을 입력 받고, 상기 복수의 전압에 대응되는 전압 변화 프로파일에서 변곡점을 식별하고, 상기 변곡점이 식별된 시점 이후에 측정된 전압을 기준 전압으로 이용하여 이차 전지의 방전 심도(DOD: Depth Of Discharging)를 추정하는 제어 수단;을 포함하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제1항에 있어서,상기 제어 수단은, 상기 변곡점이 식별된 시점 이후에, 미리 설정한 시간이 경과되었을 때 측정된 전압을 기준 전압으로 이용하여 상기 파라미터를 추정하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제1항에 있어서,상기 제어 수단은, 상기 기준 전압과 상기 방전 심도 사이의 상관 관계를 미리 정의한 룩업 테이블 또는 룩업 함수를 이용하여 상기 방전 심도를 추정하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제1항에 있어서,상기 제어 수단은, 상기 전압 변화 프로파일에서 시간에 대한 전압의 변화율(dV/dt)이 최대될 때, 상기 변곡점을 식별하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제1항에 있어서,상기 이차 전지는, 적어도 하나의 변곡점을 포함하는 개방 전압 프로파일 또는 convex 패턴을 갖는 방전 저항 프로파일을 가지는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 적어도 제1 및 제2양극재가 브랜딩된 혼합 양극재를 포함하는 이차 전지가 동작 중이거나 휴지 상태에 있을 때 상기 이차 전지의 전압을 시간 간격을 두고 반복 측정하는 센서 수단; 및상기 센서 수단으로부터 상기 반복 측정된 복수의 전압을 입력 받고, 상기 복수의 전압에 대응되는 전압 변화 프로파일에서 변곡점을 식별하고, 보외법(extrapolation)을 이용하여 상기 변곡점이 식별된 시점 이후에 측정된 복수의 전압으로부터 이차 전지의 방전 심도(DOD: Depth Of Discharging) 추정에 이용할 기준 전압을 추정하고, 상기 추정된 기준 전압을 이용하여 상기 방전 심도를 추정하는 제어 수단;을 포함하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제6항에 있어서,상기 제어 수단은, 상기 변곡점이 식별된 이후에 측정된 복수의 전압에 대응되는 전압 변화 프로파일을 근사하는 근사 함수를 결정하고, 상기 근사 함수를 이용하여 미리 설정한 시간에 대응되는 전압을 상기 기준 전압으로 추정하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제6항에 있어서,상기 제어 수단은, 상기 기준 전압과 상기 방전 심도 사이의 상관 관계를 미리 정의한 룩업 테이블 또는 룩업 함수를 이용하여 상기 방전 심도를 추정하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제6항에 있어서,상기 제어 수단은, 상기 전압 변화 프로파일에서 시간에 대한 전압의 변화율(dV/dt)이 최대가 될 때 상기 변곡점을 식별하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제6항에 있어서,상기 이차 전지는, 적어도 하나의 변곡점을 포함하는 개방 전압 프로파일 또는 convex 패턴을 갖는 방전 저항 프로파일을 가지는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제1항 또는 제6항에 있어서,상기 추정된 방전 심도를 저장하는 저장 수단;상기 추정된 방전 심도를 표시하는 표시 수단; 또는상기 추정된 방전 심도를 외부로 전송하는 통신 인터페이스;를 더 포함하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 장치.
- 제1항 또는 제6항에 따른 이차 전지의 방전 심도 추정 장치를 포함하는 전기구동 장치.
- (a) 적어도 제1 및 제2양극재가 브랜딩된 혼합 양극재를 포함하는 이차 전지가 동작 중이거나 휴지 상태에 있을 때 상기 이차 전지에 대해 시간 간격을 두고 반복 측정된 복수의 전압을 입력 받는 단계;(b) 상기 복수의 전압에 대응되는 전압 변화 프로파일에서 변곡점을 식별하는 단계;(c) 상기 변곡점이 식별된 시점 이후에 측정된 전압을 기준 전압으로 선택하는 단계; 및(d) 상기 기준 전압을 이용하여 이차 전지의 방전 심도(DOD: Depth Of Discharging)를 추정하는 단계;를 포함하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제13항에 있어서,상기 (b) 단계는, 상기 전압 변화 프로파일에서 시간에 대한 전압의 변화율(dV/dt)이 최대가 될 때 상기 변곡점을 식별하는 단계임을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제13항에 있어서,상기 (c) 단계는, 상기 변곡점이 식별된 시점 이후에, 미리 설정한 시간이 경과되었을 때 측정된 전압을 기준 전압으로 선택하는 단계임을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제13항에 있어서,상기 (d) 단계는, 상기 기준 전압과 상기 방전 심도 사이의 상관 관계를 미리 정의한 룩업 테이블 또는 룩업 함수를 이용하여 상기 방전 심도를 추정하는 단계임을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- (a) 적어도 제1 및 제2양극재가 브랜딩된 혼합 양극재를 포함하는 이차 전지가 동작 중이거나 휴지 상태에 있을 때, 상기 이차 전지에 대하여 시간 간격을 두고 반복 측정된 복수의 전압을 입력 받는 단계;(b) 상기 복수의 전압에 대응되는 전압 변화 프로파일에서 변곡점을 식별하는 단계;(c) 보외법(extrapolation)을 이용하여 상기 변곡점이 식별된 시점 이후에 측정된 복수의 전압으로부터 이차 전지의 방전 심도(DOD: Depth Of Discharging) 추정에 이용할 기준 전압을 추정하는 단계; 및(d) 상기 추정된 기준 전압을 이용하여 상기 방전 심도를 추정하는 단계;를 포함하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제17항에 있어서,상기 (b) 단계는, 상기 전압 변화 프로파일에서 시간에 대한 전압의 변화율(dV/dt)이 최대가 될 때 상기 변곡점을 식별하는 단계임을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제17항에 있어서,상기 (c) 단계는, 상기 변곡점이 식별된 시점 이후에 측정된 복수의 전압에 대응되는 전압 변화 프로파일의 근사 함수를 결정하고, 상기 근사 함수를 이용하여 미리 설정한 시간에 대응되는 전압을 상기 기준 전압으로 추정하는 단계임을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제17항에 있어서,상기 (d) 단계는, 상기 기준 전압과 상기 방전 심도 사이의 상관 관계를 미리 정의한 룩업 테이블 또는 룩업 함수를 이용하여 상기 방전 심도를 추정하는 단계임을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
- 제13항 또는 제17항에 있어서,상기 추정된 방전 심도를 저장, 표시 또는 전송하는 단계;를 더 포함하는 것을 특징으로 하는 이차 전지의 방전 심도 추정 방법.
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US14/424,622 US9678165B2 (en) | 2012-12-04 | 2013-12-04 | Apparatus for estimating depth of discharge (DOD) of secondary battery |
JP2015546384A JP6185597B2 (ja) | 2012-12-04 | 2013-12-04 | 二次電池の放電深度推定装置及び方法 |
EP20150346.3A EP3657191B1 (en) | 2012-12-04 | 2013-12-04 | Apparatus for estimating depth of discharge (dod) of secondary battery |
PL13860399T PL2899558T3 (pl) | 2012-12-04 | 2013-12-04 | Urządzenie do szacowania głębokości rozładowania (DOD) baterii akumulatorowej |
CN201380055143.6A CN104871021B (zh) | 2012-12-04 | 2013-12-04 | 用于估计二次电池放电深度的方法和装置 |
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Also Published As
Publication number | Publication date |
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US20150226809A1 (en) | 2015-08-13 |
KR20140071936A (ko) | 2014-06-12 |
PL3657191T3 (pl) | 2023-01-30 |
CN104871021B (zh) | 2017-05-31 |
EP3657191B1 (en) | 2022-11-09 |
EP2899558B1 (en) | 2020-03-25 |
EP2899558A1 (en) | 2015-07-29 |
PL2899558T3 (pl) | 2020-07-13 |
CN104871021A (zh) | 2015-08-26 |
EP3657191A1 (en) | 2020-05-27 |
JP6185597B2 (ja) | 2017-08-23 |
KR101454832B1 (ko) | 2014-10-28 |
JP2016508215A (ja) | 2016-03-17 |
US9678165B2 (en) | 2017-06-13 |
EP2899558A4 (en) | 2016-08-03 |
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