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CN115047347A - Method for judging residual electric quantity of underwater vehicle battery under dynamic load current - Google Patents

Method for judging residual electric quantity of underwater vehicle battery under dynamic load current Download PDF

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CN115047347A
CN115047347A CN202210556586.4A CN202210556586A CN115047347A CN 115047347 A CN115047347 A CN 115047347A CN 202210556586 A CN202210556586 A CN 202210556586A CN 115047347 A CN115047347 A CN 115047347A
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battery
current
capacity
power
dynamic load
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宋保维
毛昭勇
卢丞一
曾立腾
李梦杰
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Northwestern Polytechnical University
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/367Software therefor, e.g. for battery testing using modelling or look-up tables
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/385Arrangements for measuring battery or accumulator variables
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/396Acquisition or processing of data for testing or for monitoring individual cells or groups of cells within a battery

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Abstract

本发明涉及一种判定水下航行器电池在动态负载电流下的剩余电量的方法,选取与待测锂电池组中单体型号相同的多个电池单体,平均分成若干份,放电至截至电压;将各自倍率下测得的3个可用电量取平均值,作为对应倍率的可用电量;计算不同电流下的倍率补偿系数,将离散的电流‑k函数采用函数拟合方法补齐,得到连续的电流‑k函数对应规律,最终被消耗掉的瞬时容量:计算出当电流I在动态变化下电池的剩余电量。本发明由于充分考虑到负载电流这一变量,得到的电池剩余电量更加准确。

Figure 202210556586

The invention relates to a method for judging the remaining power of an underwater vehicle battery under dynamic load current. A plurality of battery cells of the same type as the cells in the lithium battery pack to be tested are selected, divided into several equal parts, and discharged to the cut-off voltage. ; Take the average value of the three available quantities of electricity measured at their respective magnifications as the available quantity of electricity at the corresponding magnification; The current-k function corresponds to the law, and the instantaneous capacity that is finally consumed: Calculate the remaining power of the battery when the current I changes dynamically. Since the present invention fully considers the variable of the load current, the obtained residual power of the battery is more accurate.

Figure 202210556586

Description

判定水下航行器电池在动态负载电流下的剩余电量的方法Method for judging the remaining power of underwater vehicle battery under dynamic load current

技术领域technical field

本发明属于判定水下航行器电池剩余电量的方法,涉及一种判定水下航行器电池在动态负载电流下的剩余电量的方法。The invention belongs to a method for judging the remaining power of an underwater vehicle battery, and relates to a method for judging the remaining power of an underwater vehicle battery under a dynamic load current.

背景技术Background technique

电动力水下航行器由于其结构和性能等方面较热动力水下航行器有很大优势,近年来发展速度非常快,因此动力电池的研究对于水下航行器的发展应用是非常关键的。锂离子电池相比于其它二次电池,能量密度大、工作电压高、自放电率低、使用维护方便并且无记忆效应,具有其它二次电池无法比拟的优点,因此目前绝大多数水下航行器都采用锂离子电池作为其动力能源装置。Electric powered underwater vehicle has great advantages over thermal powered underwater vehicle in terms of structure and performance. In recent years, the development speed is very fast. Therefore, the research of power battery is very important for the development and application of underwater vehicle. Compared with other secondary batteries, lithium-ion batteries have high energy density, high working voltage, low self-discharge rate, convenient use and maintenance, and no memory effect. All devices use lithium-ion batteries as their power source devices.

目前评估水下航行器用锂离子电池相对于已经比较成熟的电池产热和温度场分析,确定电池单体的放电性能受温度的影响目前的研究相对较为薄弱。在许多应用中,预测电池的充电状态(SOC)至关重要。许多工程师将SOC预测方法建立在Peukert的方程上,该方程研究铅酸电池以恒定的电流放电时的可用放电容量。但是该方程有较大的局限性,除非电池恒流恒温放电,Peukert方程不能用于准确预测剩余容量。在许多实际情况下,电池会以不同的电流放电经历各种各样的温度。很多时候Peukert方程用于电力的监控和供应系统;然而,放电环境变化更加剧烈的相关的缺点对这种模式提出了挑战。由于平均放电电流不能准确表征电池放电过程中的记录,也不可能保证在放电过程中电池的温度保持恒定,因此若采用建立平均电流模型所引入的误差可能相当大,需要引进一个基于实时状态的等效电量损失来评估电池的荷电状态。Compared with the relatively mature battery heat production and temperature field analysis, the current research to determine the influence of temperature on the discharge performance of battery cells is relatively weak. In many applications, predicting the state of charge (SOC) of a battery is critical. Many engineers base their SOC prediction methods on Peukert's equation, which studies the available discharge capacity of lead-acid batteries when they are discharged at a constant current. However, this equation has great limitations, unless the battery is discharged at a constant current and constant temperature, the Peukert equation cannot be used to accurately predict the remaining capacity. In many practical situations, batteries are discharged at different currents through a wide variety of temperatures. Many times the Peukert equation is used in power monitoring and supply systems; however, the drawbacks associated with more drastic changes in the discharge environment challenge this model. Since the average discharge current cannot accurately characterize the records of the battery discharge process, and it is impossible to ensure that the temperature of the battery remains constant during the discharge process, the error introduced by establishing the average current model may be quite large, and a real-time state-based model needs to be introduced. Equivalent charge loss to assess the state of charge of the battery.

发明内容SUMMARY OF THE INVENTION

要解决的技术问题technical problem to be solved

为了避免现有技术的不足之处,本发明提出一种判定水下航行器电池在动态负载电流下的剩余电量的方法,一种不同于现有评估方法的预测水下航行器用锂电池组剩余电量的方法,以克服现有评估方法只能粗略推算电池剩余电量,无法精确评估的弊端。In order to avoid the deficiencies of the prior art, the present invention proposes a method for judging the remaining power of the underwater vehicle battery under the dynamic load current, a method for predicting the remaining power of the lithium battery pack for the underwater vehicle which is different from the existing evaluation method. The method of battery power is used to overcome the disadvantage that the existing evaluation method can only roughly estimate the remaining battery power, but cannot accurately evaluate it.

技术方案Technical solutions

一种判定水下航行器电池在动态负载电流下的剩余电量的方法,其特征在于步骤如下:A method for determining the remaining power of an underwater vehicle battery under a dynamic load current, characterized in that the steps are as follows:

步骤1:选取与待测锂电池组中单体型号相同的多个电池单体,平均分成若干份,放电至截至电压;将各自倍率下测得的3个可用电量取平均值,作为对应倍率的可用电量;Step 1: Select multiple battery cells with the same type as the cells in the lithium battery pack to be tested, divide them into several equal parts, and discharge them to the cut-off voltage; take the average value of the three available powers measured at their respective rates as the corresponding rate available power;

步骤2:计算不同电流下的倍率补偿系数Step 2: Calculate the magnification compensation coefficient under different currents

Figure BDA0003648350720000021
Figure BDA0003648350720000021

其中:Q0代表电池在1C倍率的电流下的可放电容量,QI代表电池在I电流下的可放电容量Among them: Q 0 represents the dischargeable capacity of the battery at a current of 1C rate, and Q I represents the dischargeable capacity of the battery at the current I

步骤3:将离散的电流-k函数采用函数拟合方法补齐,得到连续的电流-k函数对应规律,最终被消耗掉的瞬时容量:Step 3: Complement the discrete current-k function by using the function fitting method to obtain the corresponding law of the continuous current-k function, and the instantaneous capacity that is finally consumed:

ΔQr=ΔQ·k(I)ΔQr=ΔQ·k(I)

从t1时刻到t2时刻变化的有效电量:The effective power that changes from time t1 to time t2:

Figure BDA0003648350720000022
Figure BDA0003648350720000022

步骤4:计算出当电流I在动态变化下电池的剩余电量:Step 4: Calculate the remaining capacity of the battery when the current I changes dynamically:

将电池从满电时刻作为积分起点,对电池消耗的有效容量进行积分,Take the battery from the time of full charge as the starting point of integration, and integrate the effective capacity consumed by the battery,

Figure BDA0003648350720000023
Figure BDA0003648350720000023

电池在1C倍率下的可用电量Q0作为标称容量,计算出动态负载下电池的剩余电量,即The available power Q 0 of the battery under the 1C rate is used as the nominal capacity, and the remaining power of the battery under the dynamic load is calculated, namely

Qr=Q0-ΔQ。Q r =Q 0 -ΔQ.

所述多个电池单体为27个,平均分成9份,不同载荷采取在9种不同倍率:1/20C、1/10C、1/5C、1/2C、1C、2C、5C、10C、20C对电池进行放电实验。The plurality of battery cells is 27, divided into 9 parts on average, and different loads are adopted at 9 different magnifications: 1/20C, 1/10C, 1/5C, 1/2C, 1C, 2C, 5C, 10C, 20C A discharge experiment was performed on the battery.

有益效果beneficial effect

本发明提出的一种判定水下航行器电池在动态负载电流下的剩余电量的方法,选取与待测锂电池组中单体型号相同的多个电池单体,平均分成若干份,放电至截至电压;将各自倍率下测得的3个可用电量取平均值,作为对应倍率的可用电量;计算不同电流下的倍率补偿系数,将离散的电流-k函数采用函数拟合方法补齐,得到连续的电流-k函数对应规律,最终被消耗掉的瞬时容量:计算出当电流I在动态变化下电池的剩余电量。A method for judging the remaining power of an underwater vehicle battery under a dynamic load current proposed by the present invention is to select a plurality of battery cells of the same type as the cells in the lithium battery pack to be tested, divide them into several equal parts, and discharge them until the voltage; take the average value of the three available powers measured at their respective rates as the available power at the corresponding rate; calculate the rate compensation coefficients under different currents, and fill in the discrete current-k functions with the function fitting method to obtain a continuous The current-k function corresponds to the law, and the instantaneous capacity that is finally consumed: Calculate the remaining power of the battery when the current I changes dynamically.

本发明具有以下技术效果:The present invention has the following technical effects:

1、现有技术的方法大多是基于简单的安时积分法,而本发明提供了一种结合电流负载变量的方法,通过该方法可以计算电池在动态负载电流下的剩余电量。1. Most of the methods in the prior art are based on the simple ampere-hour integration method, while the present invention provides a method combining current load variables, through which the remaining capacity of the battery under dynamic load current can be calculated.

2、相对于现有采用简单安时积分计算剩余电量的方法,本发明由于充分考虑到负载电流这一变量,得到的电池剩余电量更加准确。2. Compared with the existing method of calculating the remaining power by using simple ampere-hour integration, the present invention fully considers the variable load current, and the obtained battery remaining power is more accurate.

附图说明Description of drawings

图1:试验流程示意图Figure 1: Schematic diagram of the test flow

图2:电池可用电量随电流倍率变化的函数图像示例Figure 2: Example graph of battery available capacity as a function of current rate

具体实施方式Detailed ways

现结合实施例、附图对本发明作进一步描述:The present invention will now be further described in conjunction with the embodiments and accompanying drawings:

本发明所提供的预测水下航行器用锂电池组不一致性的方法,包括以下步骤:The method for predicting the inconsistency of lithium battery packs for underwater vehicles provided by the present invention comprises the following steps:

步骤1:为了观测温度以及放电倍率对电池的容量以及能量所产生的影响,选取与待测锂电池组中单体型号相同的电池单体,分别开不同载荷电流下的放电实验,拟采取在9种不同倍率(1/20C、1/10C、1/5C、1/2C、1C、2C、5C、10C、20C)对电池进行放电实验,并记录放电数据获得不同负载电流下的电池放电量;Step 1: In order to observe the effect of temperature and discharge rate on the capacity and energy of the battery, select the battery cells of the same type as those in the lithium battery pack to be tested, and conduct discharge experiments under different load currents. 9 different rates (1/20C, 1/10C, 1/5C, 1/2C, 1C, 2C, 5C, 10C, 20C) are used for battery discharge experiments, and the discharge data are recorded to obtain the battery discharge capacity under different load currents ;

为了改进Peukert方程,本文提出了一种改进的方法来定义电池的可用容量。本文定义电池的可用容量为电池从充满状态下以某种倍率放电,当电池的输出电压低于截止电压时视为放电结束,并且该过程所放出的电量为电池的可用电量。出于该假设涉及绝对最大剩余容量,在电池的放电深度达到100%时电池的最大剩余电量达到零,并且永远不能低于此值零值。为了考虑各种放电标准的影响,放电程序的条件影响放电率具体如下。To improve the Peukert equation, this paper proposes an improved method to define the usable capacity of a battery. This paper defines the usable capacity of the battery as the discharge of the battery from a fully charged state at a certain rate. When the output voltage of the battery is lower than the cut-off voltage, it is regarded as the end of the discharge, and the power released in this process is the available power of the battery. Since this assumption involves an absolute maximum remaining capacity, the maximum remaining capacity of the battery reaches zero when the depth of discharge of the battery reaches 100%, and can never go below this zero value. In order to consider the influence of various discharge standards, the conditions of the discharge program affect the discharge rate as follows.

Figure BDA0003648350720000041
Figure BDA0003648350720000041

其中

Figure BDA0003648350720000042
是电池在t时刻的有效电量,
Figure BDA0003648350720000043
表示电池在t+1时刻的有效电量,ΔQr代表。如前所述,这种情况下每个时间内单位电池的损失电量会受电池的放电电流(I) 和电流倍率(I)的影响:in
Figure BDA0003648350720000042
is the effective charge of the battery at time t,
Figure BDA0003648350720000043
Indicates the effective power of the battery at time t+1, and ΔQ r represents. As mentioned earlier, the power loss per unit of battery in this case will be affected by the battery's discharge current (I) and current rate (I):

ΔQr=k(I)·ΔQ (2)ΔQ r =k(I)·ΔQ (2)

从经验电池的放电实验数据来看,拟采取在9种不同倍率(1/20C、1/10C、 1/5C、1/2C、1C、2C、5C、10C、20C)对电池进行放电实验,并记录放电数据获得不同负载电流下的电池放电量,从而算出不同电流下的倍率补偿系数;From the discharge experiment data of the empirical battery, it is planned to conduct the battery discharge experiment at 9 different rates (1/20C, 1/10C, 1/5C, 1/2C, 1C, 2C, 5C, 10C, 20C). And record the discharge data to obtain the battery discharge amount under different load currents, so as to calculate the rate compensation coefficient under different currents;

Figure BDA0003648350720000044
Figure BDA0003648350720000044

其中Q0代表电池在1C倍率的电流下的可放电容量,QI代表电池在I电流下的可放电容量。系数k的作用是将减少的有效容量与实际电流乘时间所得到的可测电量结合起来的纽带。k的值与放电电流和电流倍率相关联。最后将离散的电流-k函数用函数拟合方法补齐,可以得到连续的电流-k函数对应规律,因此,最终被消耗掉的瞬时容量形式如下所示:Among them, Q 0 represents the dischargeable capacity of the battery at the current of 1C rate, and Q I represents the dischargeable capacity of the battery at the current I. The function of the coefficient k is to combine the reduced effective capacity with the measurable charge obtained by multiplying the actual current by the time. The value of k is related to the discharge current and the current magnification. Finally, the discrete current-k function is complemented by the function fitting method, and the corresponding law of the continuous current-k function can be obtained. Therefore, the final consumed instantaneous capacity form is as follows:

ΔQr=ΔQ·k(I) (4)ΔQr=ΔQ·k(I) (4)

而从t1时刻到t2时刻变化的有效电量And the effective power that changes from time t1 to time t2

Figure BDA0003648350720000051
Figure BDA0003648350720000051

因此可以更为精确地计算出当电流I在动态变化下电池的剩余电量。Therefore, the remaining capacity of the battery can be calculated more accurately when the current I changes dynamically.

将电池从满电时刻作为积分起点,对电池消耗的有效容量进行积分,Take the battery from the time of full charge as the starting point of integration, and integrate the effective capacity consumed by the battery,

Figure BDA0003648350720000052
Figure BDA0003648350720000052

电池在1C倍率下的可用电量Q0作为标称容量,可以计算出动态负载下电池的剩余电量,即The available power Q 0 of the battery under the 1C rate is used as the nominal capacity, and the remaining power of the battery under the dynamic load can be calculated, namely

Qr=Q0-ΔQ。Q r =Q 0 -ΔQ.

Claims (2)

1.一种判定水下航行器电池在动态负载电流下的剩余电量的方法,其特征在于步骤如下:1. a method for judging the residual power of an underwater vehicle battery under dynamic load current is characterized in that the steps are as follows: 步骤1:选取与待测锂电池组中单体型号相同的多个电池单体,平均分成若干份,放电至截至电压;将各自倍率下测得的3个可用电量取平均值,作为对应倍率的可用电量;Step 1: Select multiple battery cells of the same type as the cells in the lithium battery pack to be tested, divide them into several equal parts, and discharge them to the cut-off voltage; take the average value of the three available amounts of electricity measured at their respective rates as the corresponding rate available power; 步骤2:计算不同电流下的倍率补偿系数Step 2: Calculate the magnification compensation coefficient under different currents
Figure FDA0003648350710000011
Figure FDA0003648350710000011
其中:Q0代表电池在1C倍率的电流下的可放电容量,QI代表电池在I电流下的可放电容量Among them: Q 0 represents the dischargeable capacity of the battery at a current of 1C rate, and Q I represents the dischargeable capacity of the battery at the current I 步骤3:将离散的电流-k函数采用函数拟合方法补齐,得到连续的电流-k函数对应规律,最终被消耗掉的瞬时容量:Step 3: Complement the discrete current-k function by using the function fitting method to obtain the corresponding law of the continuous current-k function, and the instantaneous capacity that is finally consumed: ΔQr=ΔQ·k(I)ΔQr=ΔQ·k(I) 从t1时刻到t2时刻变化的有效电量:The effective power that changes from time t1 to time t2:
Figure FDA0003648350710000012
Figure FDA0003648350710000012
步骤4:计算出当电流I在动态变化下电池的剩余电量:Step 4: Calculate the remaining capacity of the battery when the current I changes dynamically: 将电池从满电时刻作为积分起点,对电池消耗的有效容量进行积分,Take the battery from the time of full charge as the starting point of integration, and integrate the effective capacity consumed by the battery,
Figure FDA0003648350710000013
Figure FDA0003648350710000013
电池在1C倍率下的可用电量Q0作为标称容量,计算出动态负载下电池的剩余电量,即The available power Q 0 of the battery under the 1C rate is used as the nominal capacity, and the remaining power of the battery under the dynamic load is calculated, namely Qr=Q0-ΔQ。Q r =Q 0 -ΔQ.
2.根据权利要求1所述判定水下航行器电池在动态负载电流下的剩余电量的方法,其特征在于:所述多个电池单体为27个,平均分成9份,不同载荷采取在9种不同倍率:1/20C、1/10C、1/5C、1/2C、1C、2C、5C、10C、20C对电池进行放电实验。2. The method for judging the remaining power of an underwater vehicle battery under dynamic load current according to claim 1, characterized in that: the plurality of battery cells is 27, divided into 9 parts on average, and different loads are taken at 9 Different rates: 1/20C, 1/10C, 1/5C, 1/2C, 1C, 2C, 5C, 10C, 20C for battery discharge experiments.
CN202210556586.4A 2022-05-17 2022-05-17 Method for judging residual electric quantity of underwater vehicle battery under dynamic load current Pending CN115047347A (en)

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