CN109725263A - Estimation method for high-power charging and discharging heating power of battery - Google Patents

Estimation method for high-power charging and discharging heating power of battery Download PDF

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Publication number
CN109725263A
CN109725263A CN201811611855.2A CN201811611855A CN109725263A CN 109725263 A CN109725263 A CN 109725263A CN 201811611855 A CN201811611855 A CN 201811611855A CN 109725263 A CN109725263 A CN 109725263A
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battery
discharge
current
capacity
minimum
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CN109725263B (en
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张健
张俊洋
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Tianjin Space Power Technology Co ltd
CETC 18 Research Institute
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Tianjin Space Power Technology Co ltd
CETC 18 Research Institute
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Abstract

The invention discloses a method for estimating high-power charging and discharging heating power of a battery, which comprises the following steps: the battery is fully charged at a certain temperature T with a current below a minimum current, and then is discharged at a current below the minimum current to obtain the capacity C0(ii) a The battery is fully charged with a current below a minimum current, and is discharged to a charge state n% with a current below the minimum current; discharging with a current below a minimum current to discharge m% C0Capacity of (d), calculating discharge energy E by integrationn‑m@0.01(ii) a At the same temperature T, the battery is fully charged with a current below a minimum current, and is discharged to a charge state n% with a current below the minimum current; liberation of m% C at high rate pC0Capacity of (d), calculating discharge energy E by integrationn‑m@pDischarge time of tn‑m@p(ii) a Then tn‑m@pThe average thermal power consumption for intra-pC discharge is calculated by: wn‑m@m=(En‑m@0.01‑En‑m@p)/tn‑m@p

Description

A kind of evaluation method of battery high power charge and discharge heating power
Technical field
The invention belongs to technical field of chemical power more particularly to a kind of estimations of battery high power charge and discharge heating power Method.
Background technique
Demand with electric tool, electric car and military special type load to high-power electric energy source is increasingly urgent to, electricity The power provided needed for pond is also higher and higher.Battery is during discharge often along with biggish warm in high power applications Effect.The fuel factor of battery is related to material system and battery design, and battery is in charge and discharge process, and there are heat absorption and heat release are existing As the accumulation of heat will seriously affect the life performance of battery.Under extreme case, if battery occurs thermal runaway and will cause Serious safety problem.
In order to avoid this kind of situation, the heat transfer that reasonable thermal design generates battery to system can be passed through It is external, it is therefore necessary to complete thermal design is carried out to battery.
The heat generation rate of battery during discharge is a necessary parameter in thermal design.Its accuracy will directly affect electricity The reasonability of pond thermal design.
In terms of obtaining battery-heating rate, currently known technology is that battery is in adiabatic environment to carry out charge and discharge, The temperature change for measuring battery simultaneously calculates the calorific value of battery according to temperature change and the thermal capacitance of battery, to obtain battery Heat generation rate.It should be pointed out that this method measured is average heat generation rate of the battery within one section of discharge time in fact, Rather than the instantaneous generation rate at a certain moment.The heat generation rate that this method obtains has one for low range continuous discharge situation Fixed accuracy.But for the case where to high-multiplying power discharge, especially high-rate pulse discharge, the result of this method test is past It is larger toward deviation.This is because the transmitting due to heat needs the regular hour, in high-multiplying power discharge, especially put in pulse When electric, because discharge time is shorter, system temperature is also not up to stable state, and discharge process is just over, therefore, obtains at this time The temperature of battery is unable to the calorific value in accurate characterization battery discharge procedure.In addition, often positive and negative polarity wire in high-multiplying power discharge Self-heating amount and thermal capacitance are all larger, and conducting wire can take away quite a few heat, and system leakage heat is more serious.Based on these originals Cause, this method are not suitable for the measurement of heating power under the battery high power discharge especially operating condition of high power pulse electric discharge.
To solve the problems, such as that battery heat generation rate measurement inaccuracy, present invention in high-multiplying power discharge propose one in well-known technique Kind is directed to the evaluation method of battery heat generation rate in high-multiplying power discharge.Based on same principle, this method can also be to battery height Heating power when multiplying power charges measures.
Summary of the invention
In view of the drawbacks of the prior art, the present invention provides a kind of evaluation method of battery high power charge and discharge heating power.
It is of the present invention the specific technical proposal is:
The goal of the invention of this patent is to provide a kind of evaluation method of battery high power charge and discharge heating power, at least wraps It includes:
Battery is fully charged with the following electric current of minimum electric current (containing minimum electric current) at a certain temperature T, then with minimum electricity It flows following electric current (containing minimum electric current) and is discharged to final voltage;The discharge capacity of the battery obtained at this time is considered as the whole of battery and holds Measure C0;The discharge energy of the battery obtained at this time is considered as whole ENERGY Es of battery0
At same temperature T, battery is fully charged using the following electric current of minimum electric current (containing minimum electric current), is in battery 100% charging state, then discharged with the following electric current of minimum electric current (containing minimum electric current) battery, being discharged to charging state is n%; Then it is discharged with the following electric current of minimum electric current (containing minimum electric current) battery, releases m%C0Capacity, be denoted as Cn-m@0.01, Simultaneously by integral way calculate battery this electric discharge releasing energy be denoted as En-m@0.01
At same temperature T, battery is fully charged using minimum electric current (containing minimum electric current), so that battery is in 100% charged State, then discharged with minimum electric current (containing minimum electric current) battery, being discharged to charging state is n%;Then with pC pairs of high magnification Battery discharge, equally releasing m%C0Capacity, be denoted as Cn-m@p, while this electric discharge releasing of battery is calculated by integral way Energy be denoted as En-m@p, this time used of discharging is denoted as tn-m@p
Then this tn-m@pAverage heat power consumption when battery is discharged in period with pC, which can be calculate by the following formula, to be obtained:
Wn-m@m=(En-m@0.01-En-m@p)/tn-m@p...............(1)
In above formula:
Wn-m@m: the evenly heat under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, during electric discharge Power consumption;
En-m@0.01: under temperature T, when battery is in n% charging state, with the following electric current of minimum electric current (containing minimum electric current) electric discharge M% capacity, the energy of releasing;
En-m@p: under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, the energy released;
tn-m@p: under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, discharge time.
Further, the minimum electric current is 0.01C.
Advantages of the present invention and good effect are as follows:
By using above-mentioned technical proposal, the present invention is had the following technical effect that:
1. can be obtained at a temperature of certain in certain time period when certain current discharge by the flexible use to the above method The average heat power consumption of battery can also approximatively obtain the instantaneous of battery when the certain time period time very in short-term (i.e. when m very little) Heat power consumption.
2. heat power consumption-current curve at certain temperature and charging state, certain temperature, electric current can be obtained by the above method Under heat power consumption-charging state curve, heat power consumption-temperature curve under certain electric current, charging state.It can in actual thermal design work Quickly to be estimated according to these curves heat power consumption of the battery of a certain particular design under a certain operating condition.
3. being based on same principle, heating power when this method can also charge to battery high power is measured.
Detailed description of the invention
Fig. 1 is the homologous thread of heat power consumption and discharge current in the preferred embodiment of the present invention;
Fig. 2 is that the present invention selects each current value and corresponding heat power consumption in embodiment to take logarithm and map;
Specific embodiment
In order to further understand the content, features and effects of the present invention, the following examples are hereby given, and cooperate attached drawing Detailed description are as follows.
Technical solution of the present invention is explained in detail with reference to the accompanying drawing.
The technical solution used in the present invention is based on following analysis:
Secondary cell electric energy in the charging process of each charge and discharge cycles is stored in inside battery in the form of chemical energy, Chemical energy is converted into electric energy in discharge process, with the form release externally done work.Under normal circumstances, this process is filled in low current It is high reversible when electric discharge, the reduction for only having very little than being filled with energy of externally doing work.Inside battery polarizes very under minimum electric current Small, electric current is by inside battery flow-guiding structure bring ohm fuel factor also very little, therefore battery externally does work in discharge process Energy loss it is considered that being only such as the shape of the decomposition of electrolyte, SEI film as caused by the side reaction of inside battery At etc..This kind of side reaction is often reduction irreversible and along with battery capacity.Therefore the amount of side reaction can be approximate It is measured with the decaying of battery capacity in each charge and discharge cycles.Lithium ion battery has good cycle life, present quotient 20% or less can be accomplished by recycling 1000 capacity attenuations with battery 100%DOD.It can be considered that every time in circulation in battery Side reaction bring energy loss in portion's is less than 2/10000ths of battery gross energy, when estimating the fuel factor of battery high power discharge It can be ignored.
By analyzing above, can approximatively think to release when the minimum current discharge when battery to approach reversible process The difference of energy and the energy released in high power discharge is heat power consumption of the battery in high power discharge.Therefore, Ke Yifen Not Ce Liang battery with released when minimum current discharge energy and high power discharge when the energy released you can get it that high power is put Heat power consumption when electric.
The technical solution adopted by the present invention is that:
Battery is fully charged with minimum electric current such as 0.01C at a certain temperature T, then with minimum electric current such as 0.01C Current discharge is to final voltage.Because the charging and discharging currents of battery are minimum, the electric discharge of the battery obtained at this time can be approximately considered Capacity and discharge energy are exactly all told and whole energy of battery, are denoted as C respectively0And E0
At same temperature T, battery is fully charged using 0.01C or less electric current, and battery is made to be in 100% charging state, then with 0.01C or less current versus cell discharges, and being discharged to charging state is n%.Then it is put with 0.01C or less current versus cell Electricity releases m%C0Capacity, be denoted as Cn-m@0.01, while this energy note released of discharging of battery is calculated by integral way For En-m@0.01
At same temperature T, battery is fully charged using 0.01C, so that battery is in 100% charging state, then with 0.01C electric current It discharges battery, being discharged to charging state is n%.Then with high magnification pC to battery discharge, equally releasing m%C0Appearance Amount, is denoted as Cn-m@p, while by integral way calculate battery this electric discharge release energy be denoted as En-m@p, this electric discharge institute T is denoted as with the timen-m@p
Then this tn-m@pAverage heat power consumption when battery is discharged in period with pC, which can be calculate by the following formula, to be obtained:
Wn-m@m=(En-m@0.01-En-m@p)/tn-m@p...............(1)
In above formula:
Wn-m@m: the evenly heat under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, during electric discharge Power consumption;
En-m@0.01: under temperature T, when battery is in n% charging state, with 0.01C current discharge m% capacity, the energy of releasing;
En-m@p: under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, the energy released;
tn-m@p: under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, discharge time;
It can also use and battery is obtained into n% charging state in such a way that 0.01C or less electric current plugs in.
The above method can be used for battery pack, and entire battery pack is considered as a single battery to consider at this time.
Embodiment 1
It is instantaneous when quickly to estimate certain model 5Ah high-power lithium ion single battery at 25 DEG C with different current discharges Heat power consumption is tested according to the following steps:
1) following step test all carries out under 25 DEG C of environment temperatures;
2) constant-current charge is carried out to the battery with 1A, after charging to 4.2V, turns constant-voltage charge to electric current and be less than 0.05A;
3) it is discharged with 0.05A battery, final discharging voltage 2.7V obtains battery by discharge time and voltage Capacity C0With discharge energy E0
4) constant-current charge is carried out to the battery with 1A, after charging to 4.2V, turns constant-voltage charge to electric current and be less than 0.05A;
5) with 0.05A (being equivalent to 0.01C) to battery discharge, discharge capacity is set as 0.1C0, at this time battery charge state be 90%;
6) with 0.05A (being equivalent to 0.01C) to battery discharge, discharge capacity is set as 0.1C0, corresponding discharge time is t100-10@0.01, while the discharge energy of the secondary electric discharge is read from discharge equipment, it is denoted as E100-10@0.01
7) constant-current charge is carried out to the battery with 1A, after charging to 4.2V, turns constant-voltage charge to electric current and be less than 0.05A;
8) with 0.05A (being equivalent to 0.01C) to battery discharge, discharge capacity is set as 0.1C0, at this time battery charge state be 90%;
9) with 0.1A (being equivalent to 0.02C) to battery discharge, discharge capacity is set as 0.1C0, corresponding discharge time is t100-10@0.02, while the discharge energy of the secondary electric discharge is read from discharge equipment, it is denoted as E100-10@0.02
10) it according to (1) formula, can calculate when the battery is in 90% charging state at 25 DEG C with 0.02C electric discharge 10% Average heat power consumption W during capacity100-10@0.02
11) repeat it is above-mentioned 1)~10), while by it is above-mentioned 9) in discharge current successively replaced by 0.1A (being equivalent to 0.02C) It is changed to 0.25A (being equivalent to 0.05C), 0.5A (being equivalent to 0.1C), 1A (being equivalent to 0.2C), 2.5A (being equivalent to 0.5C), 5A (phase When in 1C), 10A (being equivalent to 2C), 20A (being equivalent to 4C), 50A (being equivalent to 10C), 75A (being equivalent to 15C), 100A (be equivalent to 20C), 150A (being equivalent to 30C), 200A (being equivalent to 40C), 300A (being equivalent to 60C), 400A (being equivalent to 80C) are tested, Can be obtained respectively after test the battery at 25 DEG C in 90% charging state when with 0.05C, 0.1C, 0.2C, 0.5C, 1C, 2C, Average heat power consumption W during 4C, 10C, 15C, 20C, 30C, 40C, 60C, 80C 10% capacity of electric discharge100-10@0.05、W100-10@0.1、 W100-10@0.2、W100-10@0.5、W100-10@1、W100-10@2、W100-10@4、W100-10@10、W100-10@15、W100-10@20、W100-10@30、 W100-10@40、W100-10@60、W100-10@80
Above 10)~11 12) will) heat power consumption of battery and each current value take logarithm simultaneously under each discharge current for obtaining in step Mapping, can obtain the homologous thread of heat power consumption and discharge current as shown in Fig. 1.Abscissa is the logarithm of electric current in attached drawing 1, is indulged Coordinate is heat power consumption logarithm.
It can be seen that the logarithm of electric current and the logarithm of heat power consumption are in approximate linear relationship from attached drawing 1, and to electricity Linear relationship becomes apparent from when flowing larger.Analyze this phenomenon, it may be possible to whole since discharge time is shorter when larger current is discharged A system is less by external condition interference, therefore, can more obtain accurate data, this also further demonstrates of the invention Advantage and good effect.The heat power consumption under a certain electric current can be quickly found by attached drawing 1.
Embodiment 2
As the extension of above-described embodiment 1, battery is adjusted to a series of different charging states and carried out in the present embodiment 2 Heat power consumption test under different electric currents.
Specific practice is to repeat respectively step test in above-described embodiment 1,5) the is adjusted respectively with the discharge capacity 8) in step Whole is 0.2C0、0.3C0、0.4C0、0.5C0、0.6C0、0.7C0、0.8C0、0.9C0The charging state of acquisition is respectively 80%, 70%, 60%, 50%, 40%, 30%, 20%, 10%, it can be obtained pair by the test of current values electric discharges different under different charging states The heat power consumption answered.Each current value and corresponding heat power consumption are taken into logarithm and mapped, available curve as shown in Fig. 2.
It can be seen that from attached drawing 2 to phase under 5Ah ultra high power lithium ion battery difference charging state in this present embodiment Heat power consumption with electric current is almost the same, is especially apparent in high-multiplying power discharge.The battery can be quickly obtained 25 with reference to the accompanying drawings 2 Each charging state at DEG C, with each current discharge when heat power consumption.
Although the embodiment of the present invention is described above, the invention is not limited to above-mentioned specific implementations Mode, the above mentioned embodiment is only schematical, be not it is restrictive, those skilled in the art this Under the enlightenment of invention, without breaking away from the scope protected by the purposes and claims of the present invention, many shapes can also be made Formula.Within these are all belonged to the scope of protection of the present invention.Based on same principle, this method can also charge to battery high power When heating power measure.

Claims (2)

1. a kind of evaluation method of battery high power charge and discharge heating power, it is characterised in that: include at least:
By battery at a certain temperature T, charged using the electric current no more than minimum electric current, until it is fully charged, then use Electric current no more than minimum electric current discharges, until final voltage;The discharge capacity of the battery obtained at this time is considered as battery All told C0;The discharge energy of the battery obtained at this time is considered as whole ENERGY Es of battery0
At same temperature T, charge using no more than minimum current versus cell, until it is fully charged, so that battery is in 100% Charging state, then to discharge no more than minimum current versus cell, being discharged to charging state is n%;Then to be not more than minimum electricity Stream discharges to battery, releases m%C0Capacity, be denoted as Cn-m@0.01, while battery calculated by integral way this is put The energy that electricity is released is denoted as En-m@0.01
At same temperature T, battery is used to charge no more than minimum electric current, until it is fully charged, so that battery is in 100% lotus Electric state, then to discharge no more than minimum current versus cell, being discharged to charging state is n%;Then with high magnification pC to battery M%C is released in electric discharge0Capacity, be denoted as Cn-m@p, while this energy note released of discharging of battery is calculated by integral way For En-m@p, this time used of discharging is denoted as tn-m@p
Then this tn-m@pAverage heat power consumption when battery is discharged in period with pC, which can be calculate by the following formula, to be obtained:
Wn-m@m=(En-m@0.01-En-m@p)/tn-m@p............... (1)
In above formula:
Wn-m@m: the average hot merit under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, during electric discharge Consumption;
En-m@0.01: under temperature T, when battery is in n% charging state, to be not more than the current discharge m% capacity of minimum electric current, put Energy out;
En-m@p: under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, the energy released;
tn-m@p: under temperature T, when battery is in n% charging state, with pC current discharge m% capacity, discharge time.
2. the evaluation method of battery high power charge and discharge heating power according to claim 1, it is characterised in that: the pole Low current is 0.01C.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113570116A (en) * 2021-07-02 2021-10-29 福建时代星云科技有限公司 Method for estimating heating power of storage and charging station and terminal

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000166103A (en) * 1998-12-01 2000-06-16 Sanyo Electric Co Ltd Charging discharging control method
CN102116846A (en) * 2011-01-04 2011-07-06 武汉理工大学 Method for measuring energy efficiencies of storage batteries
JP2011229318A (en) * 2010-04-21 2011-11-10 Makita Corp Heating amount estimation apparatus for electric tool battery and electric tool device
CN105301501A (en) * 2015-08-10 2016-02-03 南京工业大学 Method for estimating generated heat of lithium ion battery under conditions of charge and discharge
CN105510837A (en) * 2015-12-10 2016-04-20 合肥国轩高科动力能源有限公司 Method for testing body heat power of lithium ion battery
CN106768492A (en) * 2017-01-24 2017-05-31 上海空间电源研究所 A kind of space measuring method of battery caloric value
CN107450028A (en) * 2017-07-20 2017-12-08 合肥国轩高科动力能源有限公司 A kind of computational methods of lithium ion battery thermal power density
WO2018158625A1 (en) * 2017-03-02 2018-09-07 Zarifi Soudmand Thermoelectric battery charger with independent economizer

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000166103A (en) * 1998-12-01 2000-06-16 Sanyo Electric Co Ltd Charging discharging control method
JP2011229318A (en) * 2010-04-21 2011-11-10 Makita Corp Heating amount estimation apparatus for electric tool battery and electric tool device
CN102116846A (en) * 2011-01-04 2011-07-06 武汉理工大学 Method for measuring energy efficiencies of storage batteries
CN105301501A (en) * 2015-08-10 2016-02-03 南京工业大学 Method for estimating generated heat of lithium ion battery under conditions of charge and discharge
CN105510837A (en) * 2015-12-10 2016-04-20 合肥国轩高科动力能源有限公司 Method for testing body heat power of lithium ion battery
CN106768492A (en) * 2017-01-24 2017-05-31 上海空间电源研究所 A kind of space measuring method of battery caloric value
WO2018158625A1 (en) * 2017-03-02 2018-09-07 Zarifi Soudmand Thermoelectric battery charger with independent economizer
CN107450028A (en) * 2017-07-20 2017-12-08 合肥国轩高科动力能源有限公司 A kind of computational methods of lithium ion battery thermal power density

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
ANDREWMILLS ET AL.: "Simulation of passive thermal management system for lithium-ion battery packs", 《JOURNAL OF POWER SOURCES》 *
崔忠阳: "车用动力电池系统电连接及机械结构设计", 《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》 *
施尚 等: "锂电池相变材料/风冷综合热管理系统温升特性", 《北京航空航天大学学报》 *
李顶根 等: "纯电动汽车电池组热管理系统的分析与优化", 《汽车工程学报》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113570116A (en) * 2021-07-02 2021-10-29 福建时代星云科技有限公司 Method for estimating heating power of storage and charging station and terminal
CN113570116B (en) * 2021-07-02 2022-02-18 福建时代星云科技有限公司 Method for estimating heating power of storage and charging station and terminal

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