CN108931739A - The determination method, apparatus and automobile of battery system SOC estimation error - Google Patents

The determination method, apparatus and automobile of battery system SOC estimation error Download PDF

Info

Publication number
CN108931739A
CN108931739A CN201810971854.2A CN201810971854A CN108931739A CN 108931739 A CN108931739 A CN 108931739A CN 201810971854 A CN201810971854 A CN 201810971854A CN 108931739 A CN108931739 A CN 108931739A
Authority
CN
China
Prior art keywords
soc
battery
capacity
estimation error
vehicle battery
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201810971854.2A
Other languages
Chinese (zh)
Inventor
李郑伟
茅正荣
朴昌浩
沈海寅
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Smart Car Technology (shanghai) Co Ltd
Original Assignee
Smart Car Technology (shanghai) Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Smart Car Technology (shanghai) Co Ltd filed Critical Smart Car Technology (shanghai) Co Ltd
Priority to CN201810971854.2A priority Critical patent/CN108931739A/en
Publication of CN108931739A publication Critical patent/CN108931739A/en
Pending legal-status Critical Current

Links

Classifications

    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02TCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T10/00Road transport of goods or passengers
    • Y02T10/60Other road transportation technologies with climate change mitigation effect
    • Y02T10/70Energy storage systems for electromobility, e.g. batteries

Landscapes

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

Abstract

The embodiment of the invention discloses a kind of determination method, apparatus of battery system SOC estimation error and automobiles, method therein includes: that the first SOC theoretical assessment, the 2nd SOC theoretical assessment and the battery rated capacity based on on-vehicle battery packet during charge or discharge obtain battery theory variation capacity, it acquires the electric current during vehicle-mounted battery pack recharges here or discharges and carries out integral calculation and obtain battery actual change capacity, SOC estimation error is determined according to battery actual change capacity and battery theory variation capacity.Method, apparatus and automobile of the invention, it can not need charging/discharging apparatus and obtain SOC estimation error, can capacity based on actual change and theoretical capacity changing value obtain error existing for SOC estimated value, determining SOC estimation error accuracy with higher, and the use cost of charging/discharging apparatus can be saved.

Description

The determination method, apparatus and automobile of battery system SOC estimation error
Technical field
The present invention relates to electric vehicle engineering field more particularly to a kind of determination method of battery system SOC estimation error, Device and automobile.
Background technique
At present, even there is problems, Vehicular dynamic battery and its Energy Management System conduct in the development of electric car Key technology therein is always the emphasis studied, and to power battery charged state SOC (State Of Charge, charged shape State) accurate estimation be the premise for guaranteeing power battery management system and operating normally.While SOC estimates strategy Development, The test method of efficiently and accurately is needed to verify the error of estimation precision whether in scope of design.Currently, common detection side Method is, through obtaining practical SOC than after with rated capacity work, to try with operating condition by battery charging and discharging device measuring actual battery capacity SOC before testing compares, so that it is determined that SOC estimation error.It, just can not be to actually estimating but in the case where no charging/discharging apparatus The result for calculating measurement carries out validity test verifying, and original method is just no longer applicable in.Therefore, it is necessary to a kind of new determination SOC estimations The technical solution of error.
Summary of the invention
In view of this, the embodiment of the present invention provides the determination method, apparatus and vapour of a kind of battery system SOC estimation error Vehicle.
According to an aspect of an embodiment of the present invention, a kind of determination method of battery system SOC estimation error is provided, is wrapped It includes: estimating that strategy obtains first SOC theoretical assessment, twoth SOC of the on-vehicle battery packet during charge or discharge according to SOC Theoretical assessment;Based on the first SOC theoretical assessment, the 2nd SOC theoretical assessment and the on-vehicle battery packet Battery rated capacity obtain the on-vehicle battery packet during charge or discharge battery theory variation capacity;Described in acquisition On-vehicle battery packet recharge here or discharge during electric current, integral calculation is carried out based on the electric current and obtains the on-vehicle battery The battery actual change capacity of packet;Determine that SOC estimates based on the battery actual change capacity and battery theory variation capacity Calculate error.
Optionally, described to estimate that strategy obtains first SOC of on-vehicle battery packet during charge or discharge and manages according to SOC By estimated value, the 2nd SOC theoretical assessment include: obtain preset cell voltage and SOC dynamically associate curve;Described in acquisition The cell voltage of on-vehicle battery packet obtains the first SOC reason according to the cell voltage and according to the curve that dynamically associates By estimated value and the 2nd SOC theoretical assessment.
Optionally, the operating ambient temperature of the on-vehicle battery is acquired, is obtained corresponding with the operating ambient temperature It is described to dynamically associate curve.
Optionally, the battery theory for obtaining the on-vehicle battery packet during charge or discharge changes capacity packet It includes: obtaining the SOC difference of the first SOC theoretical assessment and the 2nd SOC theoretical assessment;By the SOC difference The product of absolute value and the battery rated capacity changes capacity as the battery theory.
Optionally, described that the battery actual change appearance that integral calculation obtains the on-vehicle battery packet is carried out based on the electric current Amount includes: the setting unit time, obtains the current value of the on-vehicle battery packet acquired within the unit time;By the electricity Flow valuve and the product of the unit time are as accumulation of electrical current value;By each unit time during with the charge or discharge Corresponding accumulation of electrical current value carries out accumulation calculating, obtains the battery actual change capacity.
Optionally, described to determine that SOC is estimated based on the battery actual change capacity and battery theory variation capacity Error includes: to obtain the capacity difference of the battery actual change capacity and battery theory variation capacity;Obtain the appearance Measure difference absolute value and the battery rated capacity capacity ratio, will using percentage indicate the capacity ratio as SOC estimation error value.
Optionally, when to Vehicular charging, the electric current of the on-vehicle battery packet is acquired, the battery is practical to be become to obtain Change capacity, determines the SOC estimation error in charging process;In vehicle travel process, the on-vehicle battery packet is acquired Electric current determines the SOC estimation error in discharge process to obtain the battery actual change capacity.
According to another aspect of the present invention, a kind of determining device of battery system SOC estimation error is provided, comprising: SOC reason Module is obtained by value, it is theoretical for estimating that strategy obtains first SOC of on-vehicle battery packet during charge or discharge according to SOC Estimated value, the 2nd SOC theoretical assessment;Theory variation capacity obtain module, for based on the first SOC theoretical assessment, The battery rated capacity of the 2nd SOC theoretical assessment and the on-vehicle battery packet obtains the on-vehicle battery packet and is charging Or the battery theory during electric discharge changes capacity;Actual change capacity obtains module, exists for acquiring the on-vehicle battery packet Electric current during this charge or discharge carries out the battery reality that integral calculation obtains the on-vehicle battery packet based on the electric current Change capacity;SOC estimation error determining module, for being held based on the battery actual change capacity and battery theory variation It measures and determines SOC estimation error.
Optionally, the SOC theoretical value obtains module, dynamically associates song for obtain preset cell voltage and SOC Line;The cell voltage for acquiring the on-vehicle battery packet obtains institute according to the cell voltage and according to the curve that dynamically associates State the first SOC theoretical assessment and the 2nd SOC theoretical assessment.
Optionally, the SOC theoretical value obtains module, for acquiring the operating ambient temperature of the on-vehicle battery, obtains Curve is dynamically associated described in corresponding with the operating ambient temperature.
Optionally, the theoretical variation capacity obtains module, for obtaining the first SOC theoretical assessment and described the The SOC difference of two SOC theoretical assessments;Using the product of the absolute value of the SOC difference and the battery rated capacity as institute State battery theory variation capacity.
Optionally, the actual change capacity obtains module, is used for the setting unit time, obtains within the unit time The current value of the on-vehicle battery packet of acquisition;Using the product of the current value and the unit time as accumulation of electrical current value; Accumulation of electrical current value corresponding to each unit time during with the charge or discharge is subjected to accumulation calculating, described in acquisition Battery actual change capacity.
Optionally, the SOC estimation error determining module, for obtaining the battery actual change capacity and the battery The capacity difference of theory variation capacity;The absolute value of the capacity difference and the capacity ratio of the battery rated capacity are obtained, Using the capacity ratio indicated using percentage as SOC estimation error value.
Optionally, the actual change capacity obtains module, for acquiring the on-vehicle battery packet when to Vehicular charging Electric current determine the SOC estimation error in charging process to obtain the battery actual change capacity;In vehicle row During sailing, the electric current of the on-vehicle battery packet is acquired, to obtain the battery actual change capacity, is determined in discharge process SOC estimation error.
According to another aspect of the invention, a kind of automobile is provided, comprising: battery system SOC estimation error as described above Determining device.
According to another aspect of the invention, a kind of determining device of battery system SOC estimation error is provided, comprising: storage Device;And it is coupled to the processor of the memory, the processor is configured to the finger based on storage in the memory It enables, executes method as described above.
In accordance with a further aspect of the present invention, a kind of computer readable storage medium is provided, computer program is stored thereon with The step of instruction, which realizes method as described above when being executed by one or more processors.
The determination method, apparatus and automobile of battery system SOC estimation error of the invention, are being filled based on on-vehicle battery packet Electricity or the first SOC theoretical assessment in discharge process, the 2nd SOC theoretical assessment and battery rated capacity obtain battery reason By variation capacity, acquires the electric current during vehicle-mounted battery pack recharges here or discharges and carry out integral calculation acquisition battery reality Change capacity, SOC estimation error is determined according to battery actual change capacity and battery theory variation capacity;Charge and discharge can not be needed Electric equipment and obtain SOC estimation error, can the capacity based on actual change show that SOC estimated value is deposited with theoretical capacity changing value Error, determining SOC estimation error accuracy with higher, and the use cost of charging/discharging apparatus can be saved.
The additional aspect of the embodiment of the present invention and advantage will be set forth in part in the description, these will be retouched from following Become obvious in stating, or practice through the invention is recognized.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only Some embodiments of the present invention, for those of ordinary skill in the art, without any creative labor, also Other attached drawings can be obtained according to these attached drawings:
Fig. 1 is the flow chart of one embodiment of the determination method of battery system SOC estimation error according to the present invention;
Fig. 2 is the module signal of one embodiment of the determining device of battery system SOC estimation error according to the present invention Figure;
Fig. 3 is that the module of another embodiment of the determining device of battery system SOC estimation error according to the present invention is shown It is intended to.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached The embodiment of figure description is exemplary, and for explaining only the invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here To explain.
" first " hereinafter, " second " etc. is distinguish in description, there is no other special meanings.
Fig. 1 is the flow chart of one embodiment of the determination method of battery system SOC estimation error according to the present invention, such as Shown in Fig. 1:
Step 101, estimate that strategy obtains first SOC theory of on-vehicle battery packet during charge or discharge according to SOC Estimated value, the 2nd SOC theoretical assessment.First SOC theoretical assessment, the 2nd SOC theoretical assessment can be set, for example, the One SOC theoretical assessment can be more than or less than the 2nd SOC theoretical assessment, and the first SOC theoretical assessment and the 2nd SOC are theoretical The absolute value of the difference of estimated value is 40%, 50% etc..
Step 102, the battery volume based on the first SOC theoretical assessment, the 2nd SOC theoretical assessment and on-vehicle battery packet Constant volume obtains battery theory of on-vehicle battery packet during charge or discharge and changes capacity.Refer to vehicle during charge or discharge During the time that the SOC theoretical assessment for carrying battery pack becomes the 2nd SOC theoretical assessment from the first SOC theoretical assessment.
Step 103, the electric current during vehicle-mounted battery pack recharges here or discharges is acquired, integral calculation is carried out based on electric current Obtain the battery actual change capacity of on-vehicle battery packet.
Step 104, SOC estimation error is determined based on battery actual change capacity and battery theory variation capacity.
The electric current of vehicle-mounted battery pack can be acquired when to Vehicular charging, to obtain battery actual change capacity, determined SOC estimation error in charging process.The electric current of vehicle-mounted battery pack can also be acquired, to obtain in vehicle travel process Battery actual change capacity determines the SOC estimation error in discharge process.
The determination method of battery system SOC estimation error in above-described embodiment can test dynamic in no charging/discharging apparatus In the case where power battery actual capacity, the SOC estimation error for carrying the battery system on vehicle is effectively verified.
In one embodiment, SOC estimate strategy can there are many, according to SOC estimate strategy obtain on-vehicle battery packet exist The first SOC theoretical assessment, the 2nd SOC theoretical assessment during charge or discharge can there are many.For example, obtaining default Cell voltage and SOC dynamically associate curve, the cell voltage of vehicle-mounted battery pack is acquired, according to cell voltage and according to dynamic Invariance curve obtains the first SOC theoretical assessment and the 2nd SOC theoretical assessment.A plurality of curve can be had by dynamically associating curve, The operating ambient temperature of on-vehicle battery is acquired, acquisition is corresponding with operating ambient temperature to dynamically associate curve.
State-of-charge SOC (state of charge) is a key parameter of power battery, for indicating remaining battery Electricity.The SOC of power battery is related to many factors, such as temperature, acquires cell voltage and according to cell voltage and SOC Trends relation curve obtains SOC theoretical assessment.The trends relation curve of cell voltage and SOC, can be in advance to power battery Dynamic calibration is carried out to obtain this curve, data are obtained by experiment, cell voltage and the trends relation curve of SOC is made. Since temperature is very big on battery performance influence, the trends relation curve in different temperature environments can be generated.
Obtaining battery theory variation capacity of on-vehicle battery packet during charge or discharge can be there are many method.Example Such as, the SOC difference for obtaining the first SOC theoretical assessment and the 2nd SOC theoretical assessment, by the absolute value and battery of SOC difference The product of rated capacity changes capacity as battery theory.For example, battery rated capacity is 100, when being charged, first SOC theoretical assessment and the 2nd SOC theoretical assessment are respectively that the absolute value of 25%, 75%, SOC difference is 50%, and SOC is poor The absolute value 50% of value and the product 50 of battery rated capacity 100 change capacity as battery theory.
In one embodiment, setting unit time, unit time can be 1 second etc., and acquisition acquires within the unit time On-vehicle battery packet current value, using the product of current value and unit time as accumulation of electrical current value.It will be with the charge or discharge phase Accumulation of electrical current value corresponding to interior each unit time carries out accumulation calculating, obtains battery actual change capacity.
Calculating " current value × unit time of on-vehicle battery packet " is accumulation of electrical current value, and integral is by each list The position time corresponding " current value × unit time of on-vehicle battery packet ", which is accumulated, arrives battery capacity, and the slight change of electric current can be with body In the integral calculation of present battery capacity, if the unit time infinitely reduced, the battery capacity infinite approach battery that measures True capacity.For example, the unit time is 1 second, calculates within every 1 second the product of primary " current value × 1 second of on-vehicle battery packet " and tire out It is added to battery capacity, obtains battery actual change capacity.
The capacity difference for obtaining battery actual change capacity and battery theory variation capacity, obtains the absolute value of capacity difference With the capacity ratio of battery rated capacity, the capacity ratio of percentage expression will be used as SOC estimation error value.For example, electric Pond actual change capacity be 52, battery theory change capacity be 50, battery rated capacity be 100, battery actual change capacity with The absolute value that battery theory changes the capacity difference of the capacity difference of capacity is 2, the absolute value and the specified appearance of battery of capacity difference The capacity ratio of amount is 1/50, then SOC estimation error value is 2%.
The determination method of battery system SOC estimation error of the invention, for device measuring battery capacity value can not be used The case where, it is substituted using theoretical exact value, battery charging and discharging can be carried out after the running test that vehicle completes various road conditions Process data acquisition.For example, determining that charging (electric discharge) charging that SOC value variable quantity is 50% in the process of on-vehicle battery packet (is put Electricity) during, and electric current of on-vehicle battery packet during charging (electric discharge) is integrated, calculate the capacity of actual change. The theoretical capacity changing value that SOC value variable quantity is 50% is calculated, can be obtained based on the capacity of actual change and theoretical capacity changing value Error existing for SOC estimated value out.
In one embodiment, it is assumed that the SOC that existing SOC estimation policy calculation goes out is accurately to be worth.To Vehicular charging Charging complete is prompted to vehicle, vehicle is started and carries out road driving, traveling road conditions include high-speed road conditions, Ordinary Rd, rural mountain The various road conditions such as road.Accumulative (conventional vehicles head protects mileage) after travelling longer than 2500km, by Vehicular charging to being full of, acquires simultaneously Whether all CAN data of battery system, the SOC estimated value for calculating, analyzing charging process are accurate in charging process.Vehicle After fully charged, actual road test electric discharge is carried out, the CAN data of all battery systems in discharge process is acquired, is put for analyzing, calculating Whether the SOC estimated value of electric process is accurate.
For example, calculating the SOC estimation error value of discharge process:
Wherein, Δ SOC is SOC estimation error value, and I is the current value of the on-vehicle battery packet acquired within the unit time, and C is Battery rated capacity value, Δ t is SOC theoretical assessment by the unit time in 75% to 25% (25% charges to 75%), single Position is the second;For accumulation of electrical current value corresponding to each unit time during with charge or discharge is accumulated It calculates.
In one embodiment, Fig. 2 is a reality of the determining device of battery system SOC estimation error according to the present invention Apply the module diagram of example;The present invention provides a kind of determining device 20 of battery system SOC estimation error, comprising: SOC theoretical value Obtain module 21, theoretical variation capacity obtains module 22, actual change capacity acquisition module 23 and SOC estimation error determining module 24。
SOC theoretical value obtains module 21 and estimates that strategy obtains on-vehicle battery packet the charge or discharge during according to SOC First SOC theoretical assessment, the 2nd SOC theoretical assessment.Theory variation capacity obtains module 22 and is based on the first SOC theoretical calculation The battery rated capacity of value, the 2nd SOC theoretical assessment and on-vehicle battery packet obtains on-vehicle battery packet in the charge or discharge phase Interior battery theory changes capacity.
Actual change capacity obtains module 23 and acquires the electric current during vehicle-mounted battery pack recharges here or discharges, based on electricity Stream carries out the battery actual change capacity that integral calculation obtains on-vehicle battery packet.SOC estimation error determining module 24 is based on battery Actual change capacity and battery theory variation capacity determine SOC estimation error.
In one embodiment, what SOC theoretical value obtained that module 21 obtains preset cell voltage and SOC dynamically associates song Line acquires the cell voltage of vehicle-mounted battery pack, obtains the first SOC theoretical calculation according to cell voltage and according to curve is dynamically associated Value and the 2nd SOC theoretical assessment.SOC theoretical value obtains the operating ambient temperature that module 21 acquires on-vehicle battery, acquisition and work Make that environment temperature is corresponding to dynamically associate curve.Theory variation capacity obtain module 22 obtain the first SOC theoretical assessment with The SOC difference of 2nd SOC theoretical assessment, using the product of the absolute value of SOC difference and battery rated capacity as battery theory Change capacity.
When to Vehicular charging, actual change capacity obtains the electric current that module 23 acquires vehicle-mounted battery pack, to obtain electricity Pond actual change capacity determines the SOC estimation error in charging process.In vehicle travel process, actual change capacity is obtained Module 23 acquires the electric current of vehicle-mounted battery pack, to obtain battery actual change capacity, determines that the SOC estimation in discharge process misses Difference.
In one embodiment, actual change capacity obtains the 23 setting unit time of module, and acquisition is adopted within the unit time The current value of the on-vehicle battery packet of collection, using the product of current value and unit time as accumulation of electrical current value.Actual change capacity obtains Accumulation of electrical current value corresponding to each unit time during with charge or discharge is carried out accumulation calculating by module 23, obtain Battery actual change capacity.SOC estimation error determining module 24 obtains battery actual change capacity and battery theory changes capacity Capacity difference, obtain the absolute value of capacity difference and the capacity ratio of battery rated capacity, will using percentage indicate appearance Ratio is measured as SOC estimation error value.
In one embodiment, according to a kind of automobile is provided, including the battery system SOC estimation in any embodiment as above The determining device of error.
In one embodiment, as shown in figure 3, providing a kind of determining device of battery system SOC estimation error, the device It may include memory 31 and processor 32 and bus 34, for storing instruction, processor 32 is coupled to memory to memory 31 31, processor 32 is configured as realizing above-mentioned battery system SOC estimation error based on the instruction execution that memory 31 stores Determine method.The device further includes communication interface 33, for carrying out information exchange with other equipment.
Memory 31 can be high speed RAM memory, nonvolatile memory (non-volatile memory) etc., deposit Reservoir 31 is also possible to memory array.Memory 31 is also possible to by piecemeal, and block can be combined into virtually by certain rule Volume.Processor 32 can be central processor CPU or application-specific integrated circuit ASIC (Application Specific Integrated Circuit), or be arranged to implement the determination method of battery system SOC estimation error of the invention One or more integrated circuits.
In one embodiment, the present invention provides a kind of computer readable storage medium, and computer readable storage medium is deposited Computer instruction is contained, the battery system SOC estimation error in as above any one embodiment is realized when instruction is executed by processor Determination method.
The determination method, apparatus and automobile of battery system SOC estimation error provided by the above embodiment are based on vehicle mounted electric First SOC theoretical assessment, twoth SOC theoretical assessment and battery rated capacity of the Chi Bao during charge or discharge obtain It obtains battery theory and changes capacity, acquire the electric current during vehicle-mounted battery pack recharges here or discharges and carry out integral calculation acquisition Battery actual change capacity determines SOC estimation error according to battery actual change capacity and battery theory variation capacity;It can not Need charging/discharging apparatus and obtain SOC estimation error, can capacity based on actual change and theoretical capacity changing value obtain SOC Error existing for estimated value, determining SOC estimation error accuracy with higher, and can save the use of charging/discharging apparatus at This.
Methods and apparatus of the present invention, equipment may be achieved in many ways.For example, software, hardware, firmware can be passed through Or any combination of software, hardware, firmware realizes methods and apparatus of the present invention, equipment.The step of for method Sequence is stated merely to be illustrated, the step of method of the invention is not limited to sequence described in detail above, unless with other Mode illustrates.In addition, in some embodiments, the present invention can be also embodied as recording program in the recording medium, this A little programs include for realizing machine readable instructions according to the method for the present invention.Thus, the present invention also covers storage for holding The recording medium of the program of row according to the method for the present invention.
Description of the invention is given for the purpose of illustration and description, and is not exhaustively or will be of the invention It is limited to disclosed form.Many modifications and variations are obvious for the ordinary skill in the art.It selects and retouches It states embodiment and is to more preferably illustrate the principle of the present invention and practical application, and those skilled in the art is enable to manage The solution present invention is to design various embodiments suitable for specific applications with various modifications.
The embodiment provides A1, a kind of determination method of battery system SOC estimation error, wherein includes:
Estimate that strategy obtains first SOC theoretical assessment of on-vehicle battery packet during charge or discharge, the according to SOC Two SOC theoretical assessments;
Electricity based on the first SOC theoretical assessment, the 2nd SOC theoretical assessment and the on-vehicle battery packet Pond rated capacity obtains battery theory variation capacity of on-vehicle battery packet during charge or discharge;
The electric current during the on-vehicle battery packet recharges here or discharges is acquired, integral calculation is carried out based on the electric current Obtain the battery actual change capacity of the on-vehicle battery packet;
SOC estimation error is determined based on the battery actual change capacity and battery theory variation capacity.
A2, method as described in a1, wherein described to estimate that strategy obtains on-vehicle battery packet in charge or discharge according to SOC The first SOC theoretical assessment, the 2nd SOC theoretical assessment in the process include:
Obtain preset cell voltage and SOC dynamically associates curve;
The cell voltage for acquiring the on-vehicle battery packet is obtained according to the cell voltage and according to the curve that dynamically associates To the first SOC theoretical assessment and the 2nd SOC theoretical assessment.
A3, as described in A2 method, wherein further include:
The operating ambient temperature of the on-vehicle battery is acquired, the dynamic corresponding with the operating ambient temperature is obtained Invariance curve.
A4, as described in A2 method, wherein the battery for obtaining the on-vehicle battery packet during charge or discharge Theory changes capacity
Obtain the SOC difference of the first SOC theoretical assessment and the 2nd SOC theoretical assessment;
The product of the absolute value of the SOC difference and the battery rated capacity is changed as the battery theory and is held Amount.
A5, the method as described in A4, wherein described that the integral calculation acquisition on-vehicle battery packet is carried out based on the electric current Battery actual change capacity include:
The setting unit time obtains the current value of the on-vehicle battery packet acquired within the unit time;
Using the product of the current value and the unit time as accumulation of electrical current value;
Accumulation of electrical current value corresponding to each unit time during with the charge or discharge is subjected to accumulation calculating, Obtain the battery actual change capacity.
A6, method as described in a5, wherein described to be changed based on the battery actual change capacity and the battery theory Capacity determines that SOC estimation error includes:
Obtain the capacity difference of the battery actual change capacity and battery theory variation capacity;
The absolute value of the capacity difference and the capacity ratio of the battery rated capacity are obtained, will be indicated using percentage The capacity ratio as SOC estimation error value.
A7, method as described in a1, wherein
When to Vehicular charging, the electric current of the on-vehicle battery packet is acquired, to obtain the battery actual change capacity, Determine the SOC estimation error in charging process;
In vehicle travel process, the electric current of the on-vehicle battery packet is acquired, is held to obtain the battery actual change Amount, determines the SOC estimation error in discharge process.
B8, a kind of determining device of battery system SOC estimation error, wherein include:
SOC theoretical value obtains module, for estimating that strategy obtains on-vehicle battery packet during charge or discharge according to SOC The first SOC theoretical assessment, the 2nd SOC theoretical assessment;
Theory variation capacity obtains module, for being estimated based on the first SOC theoretical assessment, the 2nd SOC theory Calculation value and the battery rated capacity of the on-vehicle battery packet obtain electricity of on-vehicle battery packet during charge or discharge Pond theory changes capacity;
Actual change capacity obtains module, for acquiring the electricity during the on-vehicle battery packet recharges here or discharges Stream carries out the battery actual change capacity that integral calculation obtains the on-vehicle battery packet based on the electric current;
SOC estimation error determining module, for being held based on the battery actual change capacity and battery theory variation It measures and determines SOC estimation error.
B9, the device as described in B8, wherein
The SOC theoretical value obtains module, dynamically associates curve for obtain preset cell voltage and SOC;Acquisition The cell voltage of the on-vehicle battery packet obtains described first according to the cell voltage and according to the curve that dynamically associates SOC theoretical assessment and the 2nd SOC theoretical assessment.
B10, the device as described in B9, wherein
The SOC theoretical value obtains module, for acquiring the operating ambient temperature of the on-vehicle battery, obtains and the work Make that environment temperature is corresponding described to dynamically associate curve.
B11, the device as described in B9, wherein
The theoretical variation capacity obtains module, manages for obtaining the first SOC theoretical assessment and the 2nd SOC By the SOC difference of estimated value;The product of the absolute value of the SOC difference and the battery rated capacity is managed as the battery By variation capacity.
B12, device as described in b11, wherein
The actual change capacity obtains module, is used for the setting unit time, what acquisition acquired within the unit time The current value of the on-vehicle battery packet;Using the product of the current value and the unit time as accumulation of electrical current value;Will with institute It states accumulation of electrical current value corresponding to each unit time during charge or discharge and carries out accumulation calculating, it is real to obtain the battery Border changes capacity.
B13, as described in B12 device, wherein
The SOC estimation error determining module becomes for obtaining the battery actual change capacity and the battery theory Change the capacity difference of capacity;The absolute value of the capacity difference and the capacity ratio of the battery rated capacity are obtained, will be used The capacity ratio that percentage indicates is as SOC estimation error value.
B14, the device as described in B9, wherein
The actual change capacity obtains module, for acquiring the electric current of the on-vehicle battery packet when to Vehicular charging, To obtain the battery actual change capacity, the SOC estimation error in charging process is determined;In vehicle travel process In, the electric current of the on-vehicle battery packet is acquired, to obtain the battery actual change capacity, determines the SOC in discharge process Estimation error.
C15, a kind of automobile, wherein include:
Such as the determining device of the described in any item battery system SOC estimation errors of B8 to B14.
D16, a kind of determining device of battery system SOC estimation error, wherein include:
Memory;And it is coupled to the processor of the memory, the processor is configured to described based on being stored in Instruction in memory executes the method as described in any one of A1 to A7.
E17, a kind of computer readable storage medium, are stored thereon with computer program instructions, and the instruction is by one or more The step of method described in any one of A1 to A7 is realized when a processor executes.

Claims (10)

1. a kind of determination method of battery system SOC estimation error characterized by comprising
Tactful the first SOC theoretical assessment for obtaining on-vehicle battery packet during charge or discharge, second are estimated according to SOC SOC theoretical assessment;
Battery volume based on the first SOC theoretical assessment, the 2nd SOC theoretical assessment and the on-vehicle battery packet Constant volume obtains battery theory variation capacity of on-vehicle battery packet during charge or discharge;
The electric current during the on-vehicle battery packet recharges here or discharges is acquired, integral calculation acquisition is carried out based on the electric current The battery actual change capacity of the on-vehicle battery packet;
SOC estimation error is determined based on the battery actual change capacity and battery theory variation capacity.
2. the method as described in claim 1, which is characterized in that described to estimate that strategy obtains on-vehicle battery packet and filling according to SOC Electricity or the first SOC theoretical assessment in discharge process, the 2nd SOC theoretical assessment include:
Obtain preset cell voltage and SOC dynamically associates curve;
The cell voltage for acquiring the on-vehicle battery packet obtains institute according to the cell voltage and according to the curve that dynamically associates State the first SOC theoretical assessment and the 2nd SOC theoretical assessment.
3. method according to claim 2, which is characterized in that further include:
Acquire the operating ambient temperature of the on-vehicle battery, obtain it is corresponding with the operating ambient temperature described in dynamically associate Curve.
4. method according to claim 2, which is characterized in that described to obtain the on-vehicle battery packet during charge or discharge Interior battery theory changes capacity
Obtain the SOC difference of the first SOC theoretical assessment and the 2nd SOC theoretical assessment;
Change capacity for the product of the absolute value of the SOC difference and the battery rated capacity as the battery theory.
5. a kind of determining device of battery system SOC estimation error characterized by comprising
SOC theoretical value obtains module, for estimating that strategy obtains the of on-vehicle battery packet during charge or discharge according to SOC One SOC theoretical assessment, the 2nd SOC theoretical assessment;
Theory variation capacity obtains module, for being based on the first SOC theoretical assessment, the 2nd SOC theoretical assessment And the battery rated capacity of the on-vehicle battery packet obtains battery reason of on-vehicle battery packet during charge or discharge By variation capacity;
Actual change capacity obtains module, for acquiring the electric current during the on-vehicle battery packet recharges here or discharges, base The battery actual change capacity that integral calculation obtains the on-vehicle battery packet is carried out in the electric current;
SOC estimation error determining module, for true based on the battery actual change capacity and battery theory variation capacity Determine SOC estimation error.
6. device as claimed in claim 5, which is characterized in that
The SOC theoretical value obtains module, dynamically associates curve for obtain preset cell voltage and SOC;Described in acquisition The cell voltage of on-vehicle battery packet obtains the first SOC reason according to the cell voltage and according to the curve that dynamically associates By estimated value and the 2nd SOC theoretical assessment.
7. device as claimed in claim 6, which is characterized in that
The SOC theoretical value obtains module, for acquiring the operating ambient temperature of the on-vehicle battery, obtains and the building ring Curve is dynamically associated described in border temperature is corresponding.
8. a kind of automobile characterized by comprising
Such as the determining device of the described in any item battery system SOC estimation errors of claim 5 to 7.
9. a kind of determining device of battery system SOC estimation error characterized by comprising
Memory;And it is coupled to the processor of the memory, the processor is configured to based on the storage is stored in Instruction in device executes method according to any one of claims 1 to 4.
10. a kind of computer readable storage medium, is stored thereon with computer program instructions, which is handled by one or more The step of method described in any one of Claims 1-4 is realized when device executes.
CN201810971854.2A 2018-08-24 2018-08-24 The determination method, apparatus and automobile of battery system SOC estimation error Pending CN108931739A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810971854.2A CN108931739A (en) 2018-08-24 2018-08-24 The determination method, apparatus and automobile of battery system SOC estimation error

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810971854.2A CN108931739A (en) 2018-08-24 2018-08-24 The determination method, apparatus and automobile of battery system SOC estimation error

Publications (1)

Publication Number Publication Date
CN108931739A true CN108931739A (en) 2018-12-04

Family

ID=64445728

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810971854.2A Pending CN108931739A (en) 2018-08-24 2018-08-24 The determination method, apparatus and automobile of battery system SOC estimation error

Country Status (1)

Country Link
CN (1) CN108931739A (en)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109581242A (en) * 2018-12-28 2019-04-05 蜂巢能源科技有限公司 The method for estimating error and system of state-of-charge SOC
CN110988721A (en) * 2019-11-25 2020-04-10 安徽绿沃循环能源科技有限公司 SOC precision detection method for lithium battery pack software protection board
CN111308372A (en) * 2020-02-17 2020-06-19 宁波吉利汽车研究开发有限公司 Battery capacity estimation method, device, medium and equipment
CN112305433A (en) * 2020-03-30 2021-02-02 宁德时代新能源科技股份有限公司 Method, apparatus, device and medium for estimating battery performance parameters
WO2021136419A1 (en) * 2019-12-30 2021-07-08 杭州海康机器人技术有限公司 Soc estimation accuracy determination method, device, and storage medium
CN113391218A (en) * 2021-07-09 2021-09-14 广州广电计量检测股份有限公司 SOC estimation precision test equipment
CN114740362A (en) * 2022-04-13 2022-07-12 重庆标能瑞源储能技术研究院有限公司 BMS-based current sampling self-learning method
WO2023088163A1 (en) * 2021-11-16 2023-05-25 宇通客车股份有限公司 New energy vehicle, and anomaly monitoring and diagnosis method and device for battery system soc of new energy vehicle

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101285874A (en) * 2007-04-10 2008-10-15 三洋电机株式会社 Battery full charge capacity detection method
WO2011163331A2 (en) * 2010-06-25 2011-12-29 Atieva, Inc Determining the state-of-charge of batteries via selective sampling of extrapolated open circuit voltage
CN103499794A (en) * 2013-10-14 2014-01-08 北京华电天仁电力控制技术有限公司 Method and device for evaluating state of charge (SOC) of energy storage battery
CN103675683A (en) * 2012-09-02 2014-03-26 东莞市振华新能源科技有限公司 Lithium battery state of charge (SOC) estimation method
CN105774574A (en) * 2016-02-26 2016-07-20 北京长城华冠汽车科技股份有限公司 New energy automobile battery state-of-charge calibration method and device
CN108375739A (en) * 2018-04-08 2018-08-07 深圳市海德森科技股份有限公司 The charge state estimation method of electric vehicle lithium battery and state-of-charge estimating system

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101285874A (en) * 2007-04-10 2008-10-15 三洋电机株式会社 Battery full charge capacity detection method
WO2011163331A2 (en) * 2010-06-25 2011-12-29 Atieva, Inc Determining the state-of-charge of batteries via selective sampling of extrapolated open circuit voltage
CN103675683A (en) * 2012-09-02 2014-03-26 东莞市振华新能源科技有限公司 Lithium battery state of charge (SOC) estimation method
CN103499794A (en) * 2013-10-14 2014-01-08 北京华电天仁电力控制技术有限公司 Method and device for evaluating state of charge (SOC) of energy storage battery
CN105774574A (en) * 2016-02-26 2016-07-20 北京长城华冠汽车科技股份有限公司 New energy automobile battery state-of-charge calibration method and device
CN108375739A (en) * 2018-04-08 2018-08-07 深圳市海德森科技股份有限公司 The charge state estimation method of electric vehicle lithium battery and state-of-charge estimating system

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109581242A (en) * 2018-12-28 2019-04-05 蜂巢能源科技有限公司 The method for estimating error and system of state-of-charge SOC
CN110988721A (en) * 2019-11-25 2020-04-10 安徽绿沃循环能源科技有限公司 SOC precision detection method for lithium battery pack software protection board
WO2021136419A1 (en) * 2019-12-30 2021-07-08 杭州海康机器人技术有限公司 Soc estimation accuracy determination method, device, and storage medium
CN111308372A (en) * 2020-02-17 2020-06-19 宁波吉利汽车研究开发有限公司 Battery capacity estimation method, device, medium and equipment
CN111308372B (en) * 2020-02-17 2024-03-26 宁波吉利汽车研究开发有限公司 Battery capacity estimation method, device, medium and equipment
CN112305433A (en) * 2020-03-30 2021-02-02 宁德时代新能源科技股份有限公司 Method, apparatus, device and medium for estimating battery performance parameters
CN112305433B (en) * 2020-03-30 2023-01-13 宁德时代新能源科技股份有限公司 Method, apparatus, device and medium for estimating battery performance parameters
US11573273B2 (en) 2020-03-30 2023-02-07 Contemporary Amperex Technology Co., Limited Method, apparatus, device and medium for estimating performance parameters of a battery
CN113391218A (en) * 2021-07-09 2021-09-14 广州广电计量检测股份有限公司 SOC estimation precision test equipment
WO2023088163A1 (en) * 2021-11-16 2023-05-25 宇通客车股份有限公司 New energy vehicle, and anomaly monitoring and diagnosis method and device for battery system soc of new energy vehicle
CN114740362A (en) * 2022-04-13 2022-07-12 重庆标能瑞源储能技术研究院有限公司 BMS-based current sampling self-learning method

Similar Documents

Publication Publication Date Title
CN108931739A (en) The determination method, apparatus and automobile of battery system SOC estimation error
CN103158571B (en) Method and system of determining degradation of high-voltage battery for vehicle
CN105762431B (en) Device and method for diagnosing the deterioration of the high-voltage battery of vehicle
CN102778651B (en) Determine the system and method for battery cell capacity value in many battery
CN106226698B (en) Method and system for testing driving range of pure electric vehicle
CN109367433B (en) Intelligent charging stake
EP3306735B1 (en) Device for estimating degree of battery degradation, and estimation method
US10330737B2 (en) Apparatus and method for calculating degradation degree
US9846202B2 (en) Degradation estimation method for high voltage battery
CN109782175A (en) Batteries of electric automobile capacity correction test method and electronic equipment
EP4027431A1 (en) Power storage system, power storage device, and charging method
US20140100803A1 (en) Power estimation device for estimating chargeable/dischargeable power of electric storage device, electric storage apparatus, and method of estimating chargeable/dischargeable power
CN104865445A (en) Power battery inner resistance detection method and power battery health degree diagnosis method
CN108663634B (en) Method and device for determining internal resistance of power battery
JP4668015B2 (en) Secondary battery state detection method and secondary battery state detection device
KR20150020270A (en) Estimating the state of charge of a battery
CN113093027B (en) Battery SOC calibration method, device, system, medium and program product
WO2022156583A1 (en) Method and apparatus for predicting average energy consumption of an electric vehicle
EP3531150A1 (en) Battery management system
CN110077274B (en) Estimation method, device and equipment for travelling distance of logistics electric vehicle
CN107323279A (en) Driving range correction method and device based on electric vehicle
CN113740740A (en) DC charging remaining time estimation method and system
EP4084187A1 (en) Battery control device and battery system
CN114067457B (en) Method for calculating endurance mileage according to SOC prediction value
CN116298945A (en) Method and device for determining remaining available energy of battery and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20181204

RJ01 Rejection of invention patent application after publication