CN116314963B - Fuel cell stack single body impedance on-line diagnosis method and inspection controller - Google Patents
Fuel cell stack single body impedance on-line diagnosis method and inspection controller Download PDFInfo
- Publication number
- CN116314963B CN116314963B CN202310552353.1A CN202310552353A CN116314963B CN 116314963 B CN116314963 B CN 116314963B CN 202310552353 A CN202310552353 A CN 202310552353A CN 116314963 B CN116314963 B CN 116314963B
- Authority
- CN
- China
- Prior art keywords
- impedance
- fuel cell
- measurement
- monomer
- cell stack
- 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.)
- Active
Links
- 239000000446 fuel Substances 0.000 title claims abstract description 121
- 238000000034 method Methods 0.000 title claims abstract description 50
- 238000003745 diagnosis Methods 0.000 title claims abstract description 37
- 238000007689 inspection Methods 0.000 title abstract description 23
- 238000005259 measurement Methods 0.000 claims abstract description 91
- 239000000178 monomer Substances 0.000 claims description 84
- 238000002847 impedance measurement Methods 0.000 claims description 37
- 238000001514 detection method Methods 0.000 claims description 20
- 238000012795 verification Methods 0.000 claims description 15
- 238000011156 evaluation Methods 0.000 claims description 13
- 230000009466 transformation Effects 0.000 claims description 4
- 238000001914 filtration Methods 0.000 claims description 3
- 238000002405 diagnostic procedure Methods 0.000 claims 2
- 230000005284 excitation Effects 0.000 description 16
- 238000006243 chemical reaction Methods 0.000 description 13
- 238000004364 calculation method Methods 0.000 description 9
- 238000005516 engineering process Methods 0.000 description 8
- 238000005070 sampling Methods 0.000 description 8
- 238000012360 testing method Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 7
- 238000004458 analytical method Methods 0.000 description 2
- 230000003247 decreasing effect Effects 0.000 description 2
- 231100000572 poisoning Toxicity 0.000 description 2
- 230000000607 poisoning effect Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000001035 drying Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000012528 membrane Substances 0.000 description 1
- 238000003062 neural network model Methods 0.000 description 1
- 230000000737 periodic effect Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 239000000126 substance Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 230000001131 transforming effect Effects 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04313—Processes for controlling fuel cells or fuel cell systems characterised by the detection or assessment of variables; characterised by the detection or assessment of failure or abnormal function
- H01M8/04537—Electric variables
- H01M8/04634—Other electric variables, e.g. resistance or impedance
- H01M8/04641—Other electric variables, e.g. resistance or impedance of the individual fuel cell
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04313—Processes for controlling fuel cells or fuel cell systems characterised by the detection or assessment of variables; characterised by the detection or assessment of failure or abnormal function
- H01M8/04664—Failure or abnormal function
- H01M8/04679—Failure or abnormal function of fuel cell stacks
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
- Y02E60/30—Hydrogen technology
- Y02E60/50—Fuel cells
Landscapes
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- Sustainable Development (AREA)
- Sustainable Energy (AREA)
- Chemical & Material Sciences (AREA)
- Chemical Kinetics & Catalysis (AREA)
- Electrochemistry (AREA)
- General Chemical & Material Sciences (AREA)
- Fuel Cell (AREA)
Abstract
本申请提供一种燃料电池电堆单体阻抗在线诊断方法及巡检控制器,应用于巡检控制器,燃料电池电堆单体阻抗在线诊断方法包括:获取燃料电池电堆中测量单体对应采集的初始电压信号和初始电流信号,将初始电压信号和初始电流信号分别变换为稳态电压信号和稳定电流信号,将稳态电压信号和稳定电流信号进行傅里叶变换后获得电压、电流信号中所包含的幅值、相位角,根据电压与电流信号中所包含的幅值、相位角计算得到单体阻抗,以便对整体电堆的故障进行在线诊断。本说明书实施例不仅可以准确测量燃料电池电堆中每个单体的阻抗,还可以基于精准的单体阻抗对整体电堆进行评估,在电堆出现故障时快速、准确获得故障所在。
This application provides an online diagnosis method of fuel cell stack cell impedance and a patrol inspection controller, which are applied to the patrol inspection controller. The fuel cell stack cell impedance online diagnosis method includes: obtaining the corresponding measurement cells in the fuel cell stack. The collected initial voltage signal and initial current signal are converted into a steady-state voltage signal and a stable current signal respectively. The steady-state voltage signal and the stable current signal are Fourier transformed to obtain the voltage and current signals. The single impedance is calculated based on the amplitude and phase angle contained in the voltage and current signals, so that the fault of the overall stack can be diagnosed online. The embodiments of this specification can not only accurately measure the impedance of each cell in the fuel cell stack, but also evaluate the entire stack based on the precise cell impedance, and quickly and accurately determine the location of the fault when the stack fails.
Description
技术领域Technical field
本申请涉及燃料电池检测技术领域,具体涉及一种燃料电池电堆单体阻抗在线诊断方法及巡检控制器。The present application relates to the technical field of fuel cell detection, and specifically relates to an online diagnosis method of single impedance of a fuel cell stack and an inspection controller.
背景技术Background technique
燃料电池电堆由多个单电池串联组装而成,尤其大功率燃料电池电堆其由数百节单电池构成。因此电堆中每个单体的运行状况势必会影响电堆整体的运行情况。A fuel cell stack is composed of multiple single cells assembled in series. Especially high-power fuel cell stacks are composed of hundreds of single cells. Therefore, the operating status of each cell in the stack will inevitably affect the overall operation of the stack.
现有技术主要针对燃料电池电堆的整体运行状况进行检测,但针对单体运行状态无法进行检测。目前大多数巡检控制器CVM仅能针对整个燃料电池电堆电压及阻抗进行测量,但无法实现各个单体阻抗的检测。一些情况整体燃料电池电堆中某些单体阻抗异常偏高,另外一些单体阻抗异常偏低,最终导致整体电堆阻抗平衡无法发现电堆故障所在。The existing technology mainly detects the overall operating status of the fuel cell stack, but cannot detect the individual operating status. At present, most inspection controllers CVM can only measure the voltage and impedance of the entire fuel cell stack, but cannot detect the impedance of each individual cell. In some cases, the impedance of some monomers in the overall fuel cell stack is abnormally high, and the impedance of other monomers is abnormally low. Ultimately, the impedance balance of the overall stack makes it impossible to detect the fault location of the stack.
因此,需要一种新的燃料电池电堆单体阻抗在线诊断方案。Therefore, a new online diagnosis scheme for fuel cell stack cell impedance is needed.
发明内容Contents of the invention
有鉴于此,本说明书实施例提供一种燃料电池电堆单体阻抗在线诊断方法及巡检控制器,应用于燃料电池电堆运行过程中单体检测及故障在线诊断过程。In view of this, embodiments of this specification provide a fuel cell stack cell impedance online diagnosis method and inspection controller, which are applied to the cell detection and fault online diagnosis process during the operation of the fuel cell stack.
本说明书实施例提供以下技术方案:The embodiments of this specification provide the following technical solutions:
本说明书实施例提供一种燃料电池电堆单体阻抗在线诊断方法及巡检控制器,应用于巡检控制器,所述燃料电池电堆单体阻抗在线诊断方法包括:The embodiments of this specification provide an online diagnosis method of fuel cell stack cell impedance and a patrol inspection controller, which are applied to the patrol inspection controller. The fuel cell stack cell impedance online diagnosis method includes:
获取燃料电池电堆中测量单体对应采集的初始电压信号和初始电流信号;Obtain the initial voltage signal and initial current signal corresponding to the measurement unit in the fuel cell stack;
采用趋势函数拟合初始电压信号和初始电流信号中偏差成分;The trend function is used to fit the deviation components in the initial voltage signal and initial current signal;
从初始电压信号和初始电流信号中分别减去偏差成分,获得稳态电压信号和稳定电流信号;Subtract the deviation component from the initial voltage signal and initial current signal respectively to obtain the steady-state voltage signal and steady current signal;
将所述稳态电压信号和稳定电流信号进行傅里叶变换后获得电压信号和电流信号中所包含的幅值、相位角;The amplitude and phase angle contained in the voltage signal and current signal are obtained by Fourier transforming the steady-state voltage signal and the stable current signal;
根据电压和电流信号中所包含的幅值、相位角计算得到单体的阻抗,以便对整体电堆的故障进行在线诊断;The impedance of the monomer is calculated based on the amplitude and phase angle contained in the voltage and current signals, so that the fault of the entire stack can be diagnosed online;
其中拟合偏差成分趋势函数的方法包括以下至少一项:多项式拟合法、Hodrick-Prsecott滤波法、移动平均法。The method of fitting the deviation component trend function includes at least one of the following: polynomial fitting method, Hodrick-Prsecott filtering method, and moving average method.
一些选例中,获取燃料电池电堆中测量单体对应采集的初始电压信号和初始电流信号,包括:In some examples, the initial voltage signal and initial current signal corresponding to the measurement unit in the fuel cell stack are obtained, including:
在处于选择模式时,根据燃料电池电堆中满足选择条件的测量通道和/或单体编号在所有单体中确定所需测量的单体,并获得所需测量单体对应的初始电压信号和初始电流信号;When in the selection mode, determine the cell to be measured among all cells according to the measurement channel and/or cell number in the fuel cell stack that meets the selection conditions, and obtain the initial voltage signal corresponding to the required measurement cell and Initial current signal;
在处于未选择模式时,根据燃料电池电堆中所有单体的单体编号对所有单体进行巡检,并获得每个单体对应的初始电压信号和初始电流信号。When in the unselected mode, all cells in the fuel cell stack are inspected according to their cell numbers, and the initial voltage signal and initial current signal corresponding to each cell are obtained.
一些选例中,根据燃料电池电堆中满足选择条件的测量通道和/或单体编号在所有单体中确定所需测量的单体,包括:In some options, the monomer to be measured is determined among all the monomers based on the measurement channels and/or monomer numbers in the fuel cell stack that meet the selection conditions, including:
获取燃料电池电堆中所有单体对应的电压值和所有电压值的方差,当方差大于评价标准时,选择最低电压值对应的测量通道和/或单体编号来确定待测单体;Obtain the voltage values corresponding to all monomers in the fuel cell stack and the variance of all voltage values. When the variance is greater than the evaluation standard, select the measurement channel and/or monomer number corresponding to the lowest voltage value to determine the monomer to be tested;
当方差小于等于评价标准时,选择燃料电池电堆中端板位置处的测量通道和/或单体编号来确定待测单体;When the variance is less than or equal to the evaluation standard, select the measurement channel and/or the cell number at the end plate position in the fuel cell stack to determine the cell to be tested;
其中每个单体对应有测量通道和/或单体编号。Each cell corresponds to a measurement channel and/or cell number.
一些选例中,根据燃料电池电堆中所有单体的单体编号对所有单体进行巡检,并获得每个单体对应的初始电压信号和初始电流信号,包括:In some examples, all cells in the fuel cell stack are inspected based on their cell numbers, and the initial voltage signal and initial current signal corresponding to each cell are obtained, including:
依次获取每个编号对应单体的初始电压信号和初始电流信号,其中燃料电池电堆中每个单体通过设置编号后依次串联连接,且中间单体的编号设置于首节编号和尾节编号之间。The initial voltage signal and initial current signal of the monomer corresponding to each number are obtained in turn. Each monomer in the fuel cell stack is connected in series by setting the number, and the number of the intermediate monomer is set at the first section number and the last section number. between.
一些选例中,所述燃料电池电堆单体阻抗在线诊断方法还包括:In some examples, the fuel cell stack cell impedance online diagnosis method also includes:
同一时间获得所有单体中N个通道对应单体的阻抗,其中N的取值范围为2-5。At the same time, the impedances of N channels corresponding to the monomers in all monomers are obtained, where the value range of N is 2-5.
一些选例中,所述燃料电池电堆单体阻抗在线诊断方法还包括:In some examples, the fuel cell stack cell impedance online diagnosis method also includes:
获得每个测量单体对应的测量结果;Obtain the measurement results corresponding to each measurement unit;
根据测量结果和无效校验判断条件确定每个测量单体的校验结果;Determine the calibration results of each measurement unit based on the measurement results and invalid calibration judgment conditions;
将测量结果和校验结果上传至燃料电池控制系统,以便燃料电池控制系统确定燃料电池电堆的失效模式;Upload the measurement results and calibration results to the fuel cell control system so that the fuel cell control system can determine the failure mode of the fuel cell stack;
其中,测量结果包括单体对应的阻抗值;校验结果包括有效或无效。Among them, the measurement results include the impedance value corresponding to the monomer; the verification results include valid or invalid.
一些选例中,根据测量结果和无效校验判断条件确定每个测量单体的校验结果,包括:In some examples, the calibration results of each measurement unit are determined based on the measurement results and invalid calibration conditions, including:
检测单体阻抗是否在预设范围内,若单体阻抗在预设范围内,则判断单体阻抗测量为有效;Detect whether the monomer impedance is within the preset range. If the monomer impedance is within the preset range, the monomer impedance measurement is judged to be valid;
若单体阻抗不在预设范围内,则单体阻抗测量为无效。If the cell impedance is not within the preset range, the cell impedance measurement is invalid.
一些选例中,根据测量结果和无效校验判断条件确定每个测量单体的校验结果,包括:In some examples, the calibration results of each measurement unit are determined based on the measurement results and invalid calibration conditions, including:
检测单体阻抗测量前后的电流误差是否满足检测条件,若是则单体阻抗测量为有效;Detect whether the current error before and after the single impedance measurement meets the detection conditions. If so, the single impedance measurement is valid;
若否则单体阻抗测量为无效。Otherwise, the single impedance measurement is invalid.
本说明书实施例还提供一种燃料电池电堆单体阻抗在线诊断的巡检控制器,采用如上述任一项技术方案的燃料电池电堆单体阻抗在线诊断方法实现单体阻抗的获得以及结果校验。The embodiments of this specification also provide an inspection controller for online diagnosis of fuel cell stack cell impedance, which adopts the fuel cell stack cell impedance online diagnosis method according to any of the above technical solutions to achieve the acquisition and results of the cell impedance. check.
与现有技术相比,本说明书实施例采用的上述至少一个技术方案能够达到的有益效果至少包括:Compared with the existing technology, the beneficial effects achieved by at least one of the above technical solutions adopted in the embodiments of this specification at least include:
通过将单体采集的初始电压信号和初始电流信号进行处理,获得稳态电压信号和稳定电流信号,进而通过傅里叶变换将时域数据转换为频域数据准确计算获得单体的阻抗,从而解决车载应用场景中由系统及检测因素等带来的测量误差导致单体阻抗测量不准确,进而无法根据单体阻抗对整体电堆进行评估的问题。而本说明书实施例不仅可以准确测量燃料电池电堆中每个单体的阻抗,还可以基于精准的单体阻抗对整体电堆进行评估,在电堆出现故障时快速、准确获得故障所在。By processing the initial voltage signal and initial current signal collected by the monomer, a steady-state voltage signal and a stable current signal are obtained, and then the time domain data is converted into frequency domain data through Fourier transform to accurately calculate the impedance of the monomer, thereby It solves the problem in vehicle application scenarios that measurement errors caused by system and detection factors lead to inaccurate measurement of single impedance, making it impossible to evaluate the overall stack based on single impedance. The embodiments of this specification can not only accurately measure the impedance of each cell in the fuel cell stack, but also evaluate the entire stack based on the precise cell impedance, and quickly and accurately determine the location of the fault when the stack fails.
附图说明Description of drawings
为了更清楚地说明本申请实施例的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其它的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings required to be used in the embodiments will be briefly introduced below. Obviously, the drawings in the following description are only some embodiments of the present application. Those skilled in the art can also obtain other drawings based on these drawings without exerting creative efforts.
图1是本申请中的燃料电池电堆单体阻抗在线诊断系统的示意图;Figure 1 is a schematic diagram of the fuel cell stack cell impedance online diagnosis system in this application;
图2是本申请中的一种燃料电池电堆单体阻抗在线诊断方法流程图;Figure 2 is a flow chart of a fuel cell stack cell impedance online diagnosis method in this application;
图3是本申请中单体对应采集的初始信号示意图;Figure 3 is a schematic diagram of the initial signal collected corresponding to the monomer in this application;
图4是本申请中对初始信号去趋势后的信号示意图;Figure 4 is a schematic diagram of the signal after detrending the initial signal in this application;
图5是本申请中一种燃料电池电堆单体阻抗在线诊断示意图;Figure 5 is a schematic diagram of online diagnosis of fuel cell stack cell impedance in this application;
图6是本申请中又一种燃料电池电堆单体阻抗在线诊断示意图;Figure 6 is another schematic diagram of online diagnosis of fuel cell stack cell impedance in this application;
图7是本申请中另一种燃料电池电堆单体阻抗在线诊断示意图。Figure 7 is a schematic diagram of another fuel cell stack cell impedance online diagnosis in this application.
具体实施方式Detailed ways
下面结合附图对本申请实施例进行详细描述。The embodiments of the present application will be described in detail below with reference to the accompanying drawings.
以下通过特定的具体实例说明本申请的实施方式,本领域技术人员可由本说明书所揭露的内容轻易地了解本申请的其他优点与功效。显然,所描述的实施例仅仅是本申请一部分实施例,而不是全部的实施例。本申请还可以通过另外不同的具体实施方式加以实施或应用,本说明书中的各项细节也可以基于不同观点与应用,在没有背离本申请的精神下进行各种修饰或改变。需说明的是,在不冲突的情况下,以下实施例及实施例中的特征可以相互组合。基于本申请中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The following describes the implementation of the present application through specific examples. Those skilled in the art can easily understand other advantages and effects of the present application from the content disclosed in this specification. Obviously, the described embodiments are only some of the embodiments of the present application, but not all of the embodiments. This application can also be implemented or applied through other different specific embodiments. Various details in this specification can also be modified or changed in various ways based on different viewpoints and applications without departing from the spirit of this application. It should be noted that, as long as there is no conflict, the following embodiments and the features in the embodiments can be combined with each other. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of this application.
要说明的是,下文描述在所附权利要求书的范围内的实施例的各种方面。应显而易见,本文中所描述的方面可体现于广泛多种形式中,且本文中所描述的任何特定结构及/或功能仅为说明性的。基于本申请,所属领域的技术人员应了解,本文中所描述的一个方面可与任何其它方面独立地实施,且可以各种方式组合这些方面中的两者或两者以上。举例来说,可使用本文中所阐述的任何数目和方面来实施设备及/或实践方法。另外,可使用除了本文中所阐述的方面中的一或多者之外的其它结构及/或功能性实施此设备及/或实践此方法。To illustrate, the following describes various aspects of embodiments that are within the scope of the appended claims. It should be apparent that the aspects described herein may be embodied in a wide variety of forms and that any specific structure and/or function described herein is illustrative only. Based on this application, those skilled in the art will appreciate that one aspect described herein can be implemented independently of any other aspect, and that two or more of these aspects can be combined in various ways. For example, apparatuses may be implemented and/or methods practiced using any of the numbers and aspects set forth herein. Additionally, such apparatus may be implemented and/or methods practiced using other structures and/or functionality in addition to one or more of the aspects set forth herein.
还需要说明的是,以下实施例中所提供的图示仅以示意方式说明本申请的基本构想,图式中仅显示与本申请中有关的组件而非按照实际实施时的组件数目、形状及尺寸绘制,其实际实施时各组件的型态、数量及比例可为一种随意的改变,且其组件布局型态也可能更为复杂。It should also be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic concept of the present application. The drawings only show the components related to the present application and are not based on the number, shape and number of components during actual implementation. Dimension drawing, in actual implementation, the type, quantity and proportion of each component can be arbitrarily changed, and the component layout type may also be more complex.
另外,在以下描述中,提供具体细节是为了便于透彻理解实例。然而,所属领域的技术人员将理解,可在没有这些特定细节的情况下实践。Additionally, in the following description, specific details are provided to facilitate a thorough understanding of the examples. However, one skilled in the art will understand that practices may be practiced without these specific details.
燃料电池电堆由多个串联的单体连接构成,现有技术主要针对燃料电池电堆整体运行检测。目前巡检控制器仅能针对整个燃料电池电堆电压及阻抗进行测量,无法实现电堆中单个单体阻抗的检测,这样在燃料电池电堆中当某些单体阻抗异常偏高,另一些单体阻抗异常偏低,最终会导致电堆整体阻抗平衡而造成整体电堆发生故障时无法发现故障所在。即使现有技术中存在燃料电池电堆中单体阻抗检测的系统,但测量单体阻抗的结果不尽如意,仍然无法在整体电堆发生故障时准确确定故障所在。The fuel cell stack is composed of multiple monomers connected in series. The existing technology is mainly aimed at detecting the overall operation of the fuel cell stack. At present, the inspection controller can only measure the voltage and impedance of the entire fuel cell stack, and cannot detect the impedance of individual cells in the stack. In this way, when the impedance of some cells in the fuel cell stack is abnormally high, the impedance of other cells in the stack is abnormally high. The monomer impedance is abnormally low, which will eventually lead to the balance of the overall impedance of the stack, causing the failure to be found when the overall stack fails. Even though there is a system for detecting the cell impedance in the fuel cell stack in the prior art, the results of measuring the cell impedance are not satisfactory, and it is still impossible to accurately determine the fault location when the overall stack fails.
如图1所示,FC(Fuel cell stack)为燃料电池电堆;DC/DC表示直流变(到)直流转换电路(以下简称DC/DC转换电路),DC/DC转换电路可以为电堆提供高频激励信号和低频激励信号;FCU(fuel-cell control)为燃料电池系统控制器,CVM表示巡检控制器。燃料电池电堆单体阻抗的诊断系统包括FCU燃料电池系统控制器、燃料电池电堆、巡检控制器和DC/DC转换电路。其中巡检控制器与燃料电池电堆中每个单体进行电连接。燃料电池电堆分别与巡检控制器、DC/DC转换电路电气连接,FCU分别与巡检控制器、DC/DC转换电路信号连接。现有技术可在燃料电池电堆中集成设置分流器(未示出),及用于获取电堆中单体电压的电路模块(未示出)和用于获取电堆中单体电流的电路模块(未示出),通过获得电堆中测量单体对应的测量电压和测量电流从而实现电堆中单体阻抗的计算。As shown in Figure 1, FC (Fuel cell stack) is a fuel cell stack; DC/DC represents a DC to DC conversion circuit (hereinafter referred to as DC/DC conversion circuit). The DC/DC conversion circuit can provide High-frequency excitation signal and low-frequency excitation signal; FCU (fuel-cell control) is the fuel cell system controller, and CVM means inspection controller. The diagnostic system for the fuel cell stack monomer impedance includes the FCU fuel cell system controller, fuel cell stack, inspection controller and DC/DC conversion circuit. The inspection controller is electrically connected to each cell in the fuel cell stack. The fuel cell stack is electrically connected to the inspection controller and the DC/DC conversion circuit respectively, and the FCU is signally connected to the inspection controller and the DC/DC conversion circuit respectively. The existing technology can integrate a shunt (not shown) in the fuel cell stack, a circuit module (not shown) for obtaining the voltage of the cells in the stack, and a circuit for obtaining the current of the cells in the stack. The module (not shown) realizes the calculation of the impedance of the cells in the stack by obtaining the measured voltage and measured current corresponding to the measuring cells in the stack.
具体地,诊断过程中FCU开启DC/DC转换电路,并设置运行频率和幅值;FCU向CVM发送信号触发电堆中单体阻抗的测量,FCU设置整体系统运行一段时间如100ms~300ms之后,CVM采样获取电堆中测量单体对应采集的初始电压信号和电流信号,进而通过傅里叶变换将时域数据转换为频域数据来实现单体阻抗的获得。虽然该整体结构可检测单体的阻抗但检测获得单体阻抗不准确,进而无法实现电堆故障的检测。Specifically, during the diagnosis process, FCU turns on the DC/DC conversion circuit and sets the operating frequency and amplitude; FCU sends a signal to CVM to trigger the measurement of the individual impedance in the stack, and FCU sets the overall system to run for a period of time, such as 100ms~300ms. CVM sampling acquires the initial voltage signal and current signal corresponding to the measurement cell in the stack, and then converts the time domain data into frequency domain data through Fourier transform to obtain the cell impedance. Although the overall structure can detect the impedance of the individual cells, the impedance obtained by the detection is inaccurate, and thus the detection of stack faults cannot be achieved.
尤其在车载燃料电池应用场景中,车辆行驶过程存在燃料电池的变载运行,虽然可以检测电堆中单体阻抗,但检测的单体阻抗不准确,从而在电堆发生故障时无法准确获得故障问题所在。Especially in vehicle-mounted fuel cell application scenarios, there is variable load operation of the fuel cell during vehicle driving. Although the monomer impedance in the stack can be detected, the detected monomer impedance is inaccurate, so when the stack fails, the fault cannot be accurately obtained. problem lies in.
基于此,本说明书实施例提出了一种燃料电池电堆单体阻抗在线诊断方案:根据现有单体阻抗检测系统获取燃料电池电堆中测量单体对应采集的初始电压信号初始电流信号。将初始电压信号和初始电流信号分别变换为稳态电压信号和稳定电流信号。进而将稳态电压信号和稳定电流信号进行傅里叶变换后获得电压、电流信号中所包含的幅值、相位角,根据电压与电流的幅值、相位角计算得到单体的阻抗。Based on this, embodiments of this specification propose a fuel cell stack cell impedance online diagnosis solution: obtain the initial voltage signal and initial current signal corresponding to the measurement cell in the fuel cell stack according to the existing cell impedance detection system. The initial voltage signal and initial current signal are converted into a steady-state voltage signal and a steady current signal respectively. Then, the steady-state voltage signal and the stable current signal are Fourier transformed to obtain the amplitude and phase angle contained in the voltage and current signals, and the impedance of the cell is calculated based on the amplitude and phase angle of the voltage and current.
本说明实施例的单体阻抗获取过程通过去除各初始采集信号中的扰动因素和偏置因素获得燃料电池电堆输出过程中单体对应的稳态电压信号和稳定电流信号,进而通过傅里叶变换计算得到单体的阻抗,以便在整体电堆发生故障时准确确定故障发生所在。The monomer impedance acquisition process in this illustrated embodiment obtains the steady-state voltage signal and stable current signal corresponding to the monomer during the output process of the fuel cell stack by removing the disturbance factors and bias factors in each initial acquisition signal, and then uses Fourier transform The impedance of the single unit is obtained by transformation calculation, so that when the overall stack fails, the fault location can be accurately determined.
具体通过研究发现如图1电堆中单体电流测量过程中DC/DC转换电路中的激励电流信号较电堆运行过程中每个单体的电流信号大很多,在获得单体对应的电流过程中存在大DC(直流)成分因素的干扰。Specifically, through research, it is found that the excitation current signal in the DC/DC conversion circuit during the measurement of the cell current in the stack is much larger than the current signal of each cell during the operation of the stack. In the process of obtaining the current corresponding to the cell, There is interference from large DC (direct current) component factors.
因此本说明书实施例的燃料电池电堆单体阻抗在线诊断方法,通过对燃料电池电堆中单体对应的初始电压信号和初始电流信号进行处理,剔除测量波形中大DC成分及燃料电池非稳态情况下的直流电压波动成分,可准确获得测量单体对应的稳态电压信号和稳定电流信号,从而通过傅里叶变换将时域数据转换为频域数据来获得单体阻抗的准确结果。还可以解决单体获取过程的频率泄露问题。Therefore, the online diagnosis method of fuel cell stack cell impedance in the embodiment of this specification processes the initial voltage signal and initial current signal corresponding to the cells in the fuel cell stack to eliminate large DC components and fuel cell instability in the measurement waveform. By measuring the DC voltage fluctuation component under normal conditions, the steady-state voltage signal and stable current signal corresponding to the measurement unit can be accurately obtained, thereby converting the time domain data into frequency domain data through Fourier transform to obtain accurate results of the unit impedance. It can also solve the problem of frequency leakage in the monomer acquisition process.
以下结合附图,说明本申请各实施例提供的技术方案。如图2所示,燃料电池电堆单体阻抗在线诊断方法包括步骤S210~步骤S250。其中步骤S210、获取燃料电池电堆中测量单体对应采集的初始电压信号和初始电流信号。S220、采用趋势函数拟合初始电压信号和初始电流信号中偏差成分。S230、从初始电压信号和初始电流信号中分别减去偏差成分,获得稳态电压信号和稳定电流信号。S240、将所述稳态电压信号和稳定电流信号进行傅里叶变换后获得电压、电流信号中所包含的幅值、相位角。S250、根据电压与电流信号中所包含的幅值、相位角计算得到单体的阻抗,以便对整体电堆的故障进行在线诊断。上述燃料电池电堆单体阻抗获得过程的执行主体为巡检控制器。The following describes the technical solutions provided by each embodiment of the present application with reference to the accompanying drawings. As shown in Figure 2, the fuel cell stack cell impedance online diagnosis method includes steps S210 to S250. Step S210 is to obtain the initial voltage signal and the initial current signal corresponding to the measurement unit in the fuel cell stack. S220. Use the trend function to fit the deviation components in the initial voltage signal and the initial current signal. S230. Subtract the deviation component from the initial voltage signal and the initial current signal respectively to obtain a steady-state voltage signal and a steady current signal. S240. Perform Fourier transform on the steady-state voltage signal and the steady current signal to obtain the amplitude and phase angle contained in the voltage and current signals. S250: Calculate the impedance of the monomer according to the amplitude and phase angle contained in the voltage and current signals, so as to conduct online diagnosis of the fault of the entire stack. The execution subject of the above fuel cell stack cell impedance obtaining process is the inspection controller.
具体地,步骤S210中,燃料电池电堆单体阻抗在线诊断过程中采用如图1的系统采集电压和电流信号,获取燃料电池电堆中测量单体对应采集的初始电压信号和初始电流信号。然而,初始电压信号和初始电流信号的波形呈现为较小扰动结合一较大DC(直流)偏置,会造成计算获得的阻抗结果存在较大偏差。因此需对初始电压信号和电流信号进行处理后计算获得单体阻抗。Specifically, in step S210, during the online diagnosis process of the fuel cell stack cell impedance, the system as shown in Figure 1 is used to collect voltage and current signals to obtain the initial voltage signal and initial current signal corresponding to the measurement cell in the fuel cell stack. However, the waveforms of the initial voltage signal and the initial current signal appear as small disturbances combined with a large DC (direct current) bias, which will cause large deviations in the calculated impedance results. Therefore, it is necessary to process the initial voltage signal and current signal and then calculate the single impedance.
步骤S220和步骤S230结合上述实施例,将采集的初始电压信号和初始电流信号分别进行处理,变换为稳态电压信号和稳定电流信号。Steps S220 and S230 are combined with the above embodiment to process the collected initial voltage signal and initial current signal respectively and convert them into a steady-state voltage signal and a stable current signal.
其中,稳态电压信号用于保证诊断前后燃料电池处于一个相对稳态状态,避免如电压上升或下降,甚至飘移的现象。稳定电流信号用于保证诊断前后电燃料电池稳定输出电流,避免了电流改变情况下导致的电流信号偏差较大。稳态电压信号和稳定电流信号还包括高频激励下和低频激励下分别获得信号波形。Among them, the steady-state voltage signal is used to ensure that the fuel cell is in a relatively stable state before and after diagnosis, to avoid phenomena such as voltage rise or fall, or even drift. The stable current signal is used to ensure the stable output current of the electric fuel cell before and after diagnosis, avoiding large current signal deviations caused by current changes. The steady-state voltage signal and stable current signal also include signal waveforms obtained under high-frequency excitation and low-frequency excitation respectively.
在车载燃料电池应用场景中,由于采集的初始电压信号和初始电流信号存在较小的扰动及较大的DC(直流)偏置,使得现有技术中直接采用采集的初始电压信号和初始电流信号通过傅里叶转换计算获得单体的阻抗模值存在较大的偏差。如图3示例采用现有技术获得的电压频域数据中存在较大偏差,电压呈上升趋势进而造成单体阻抗计算误差较大。另外燃料电池尤其在变载过后,电压会持续上升或下降,这种不稳定情况也会造成阻抗计算误差较大。In vehicle fuel cell application scenarios, due to the small disturbance and large DC (direct current) bias in the collected initial voltage signal and initial current signal, the existing technology directly uses the collected initial voltage signal and initial current signal. There is a large deviation in the impedance mode value of the monomer obtained through Fourier transform calculation. As shown in the example in Figure 3, there is a large deviation in the voltage-frequency domain data obtained using the existing technology, and the voltage shows an upward trend, resulting in a large error in the calculation of the single impedance. In addition, the voltage of the fuel cell will continue to rise or fall, especially after a load change. This instability will also cause large impedance calculation errors.
另外由于不同批次的巡检控制器的采样频率不同,因此在输入非整数周期信号时容易造成频率泄露也会造成阻抗计算结果偏差较大。因此需将采集信号中的偏差成分去掉后得到稳态电压信号和稳定电流信号,再计算单体的阻抗。In addition, since different batches of inspection controllers have different sampling frequencies, it is easy to cause frequency leakage when inputting non-integer periodic signals, which will also cause large deviations in the impedance calculation results. Therefore, it is necessary to remove the deviation component in the collected signal to obtain the steady-state voltage signal and stable current signal, and then calculate the impedance of the cell.
具体地,步骤S220和步骤S230:采用趋势函数拟合初始电压信号和初始电流信号中的偏差成分;从初始电压信号和初始电流信号中分别减去偏差成分,获得稳态电压信号和稳定电流信号。其中偏差成分包括由于燃料电池非稳态情况下的直流电压波动成分和大直流偏置信号。Specifically, step S220 and step S230: use the trend function to fit the deviation component in the initial voltage signal and the initial current signal; subtract the deviation component from the initial voltage signal and the initial current signal respectively to obtain a steady-state voltage signal and a stable current signal. . The deviation components include DC voltage fluctuation components and large DC bias signals due to the unsteady state of the fuel cell.
燃料电池电堆中直接获取的单体电压、电流信号波形通常存在较小的扰动,另外还存在检测过程中的大直流偏置信号,从而导致采集的初始电压信号和初始电流信号无法直接利用。尤其在车载燃料电池应用场景中,由于燃料电池变载过后存在电压持续上升或下降等非稳态情况,导致存在直流电压波动成分,还存在检测过程中的大直流偏置信号。The cell voltage and current signal waveforms directly obtained from the fuel cell stack usually have small disturbances, and there are also large DC bias signals during the detection process, resulting in the collected initial voltage signal and initial current signal not being directly utilized. Especially in vehicle-mounted fuel cell application scenarios, due to unsteady conditions such as the voltage of the fuel cell continuing to rise or fall after a load change, there is a DC voltage fluctuation component, and there is also a large DC bias signal during the detection process.
因此,本说明书实施例通对初始电压信号初始电流信号的中的偏差成分进行拟合,再从初始电压信号和初始电流信号中剔除这些偏差成分,则获得稳态电压信号和稳定电流信号。后续采用稳态电压信号和稳定电流信号通过傅里叶变换得到频域数据计算获得单体的阻抗。Therefore, in the embodiments of this specification, a steady-state voltage signal and a stable current signal are obtained by fitting the deviation components of the initial voltage signal and the initial current signal, and then eliminating these deviation components from the initial voltage signal and the initial current signal. Subsequently, the steady-state voltage signal and the stable current signal are used to obtain the frequency domain data through Fourier transform to calculate the impedance of the cell.
现有技术将获取的初始电压信号和初始电流信号直接通过傅里叶转换得到的幅值、相位角信息,如图3示例将低频激励下的电压和电流在时域的数据转换为频域数据,以及将高频激励下的电压和电流在时域的数据转换为频域数据,但这样存在较大DC(直流)的偏置信号,还由于燃料电池的非稳态状态存在直流电压波动成分,导致存在如上升趋势,因此直接将初始电压和初始电流的波形通过傅里叶转换最终计算得到阻抗值存在很大的偏差。The existing technology directly converts the obtained initial voltage signal and initial current signal through Fourier transformation to obtain the amplitude and phase angle information. As shown in Figure 3, the voltage and current data under low-frequency excitation in the time domain are converted into frequency domain data. , and convert the voltage and current data in the time domain under high-frequency excitation into frequency domain data, but there is a large DC (direct current) bias signal, and there is a DC voltage fluctuation component due to the unsteady state of the fuel cell. , leading to an upward trend, so there is a large deviation in the impedance value obtained by directly calculating the waveforms of the initial voltage and initial current through Fourier transformation.
而本说明书实施例通过采用趋势函数拟合初始电压信号和初始电流信号中的偏差成分并从初始电压信号和初始电流信号中分别减去偏差成分,从而获得稳态电压信号和稳定电流信号(参见图4)。进而对稳态电压信号和稳定电流信号采用傅里叶变换得到电压、电流信号的幅值、相位角信息,最终可获得单体的准确阻抗值。其中图3和图4中横坐标分别代表频率,纵坐标代表幅值。The embodiment of this specification uses a trend function to fit the deviation components in the initial voltage signal and the initial current signal and subtracts the deviation components from the initial voltage signal and the initial current signal respectively, thereby obtaining a steady-state voltage signal and a stable current signal (see Figure 4). Then, Fourier transform is used on the steady-state voltage signal and stable current signal to obtain the amplitude and phase angle information of the voltage and current signals, and finally the accurate impedance value of the single unit can be obtained. The abscissas in Figures 3 and 4 represent frequencies, and the ordinates represent amplitudes.
如下表1示例,当V_grad=100时,即初始电压信号存在大斜率趋势对应相同的频率值(如高频对应1000、低频对应25)时,对比未去趋势获得幅值为4.9或1.1,而采用去趋势后获得幅值为真实的5.0或2.0。因此,采用趋势函数拟合初始电压信号和初始电流信号中偏差成分,从初始电压信号和初始电流信号中减去偏差成分获得稳态电压信号和稳定电流信号可准确反应单体对应的信号波形。本实施例中V_grad=100表示为输出电压100V。As an example in Table 1 below, when V_grad=100, that is, when the initial voltage signal has a large slope trend corresponding to the same frequency value (such as high frequency corresponding to 1000 and low frequency corresponding to 25), the amplitude obtained by comparing the untrend is 4.9 or 1.1, and After detrending, the amplitude obtained is the true 5.0 or 2.0. Therefore, the trend function is used to fit the deviation component in the initial voltage signal and initial current signal, and the deviation component is subtracted from the initial voltage signal and initial current signal to obtain the steady-state voltage signal and stable current signal, which can accurately reflect the signal waveform corresponding to the monomer. In this embodiment, V_grad=100 represents an output voltage of 100V.
表1Table 1
一些实施例中,拟合偏差成分趋势函数的方法包括但不限于多项式拟合法、Hodrick-Prsecott滤波法、移动平均法。In some embodiments, methods for fitting the bias component trend function include but are not limited to polynomial fitting method, Hodrick-Prsecott filtering method, and moving average method.
一些实施例由于不同批次巡检控制器的采样频率稍有不同,在采集非整数周期的电压和电流信号时容易造成频率泄露,进一步造成阻抗计算结果偏差大。In some embodiments, since the sampling frequencies of the inspection controllers of different batches are slightly different, frequency leakage may easily occur when collecting voltage and current signals with non-integer periods, further causing large deviations in the impedance calculation results.
如下表2示例,当采样周期不为整数时,N=1500,周期k=N*f/fs,其中,fs为采样频率,N为采样点数(即采样个数),f为频率。若高频采样周期为131.3,高频频率为1000时未去趋势时获得的幅值为7.3,但去趋势后获得的幅值为真实的5.0。若低频采样周期为3.3,低频频率为25时,未去趋势时获得幅值为92.3,但去趋势后获得的幅值为真实的2.0。由此可知,若采用现有技术未去趋势计算获得的阻抗模完全不准确,因此对故障诊断完全没有参考价值。而本申请可准确获得单体的阻抗。As an example in Table 2 below, when the sampling period is not an integer, N=1500, the period k=N*f/fs, where fs is the sampling frequency, N is the number of sampling points (that is, the number of samples), and f is the frequency. If the high-frequency sampling period is 131.3, and the high-frequency frequency is 1000, the amplitude obtained without detrending is 7.3, but the amplitude obtained after detrending is the true 5.0. If the low-frequency sampling period is 3.3 and the low-frequency frequency is 25, the amplitude obtained without detrending is 92.3, but the amplitude obtained after detrending is the true 2.0. It can be seen from this that the impedance model obtained by using the existing technology without detrending calculation is completely inaccurate, and therefore has no reference value for fault diagnosis. This application can accurately obtain the impedance of the monomer.
表2Table 2
本说明书实施例相比于现有技术在将时域电压信号和电流信号通过傅里叶转换为频域分析的幅值和相位差之前,通过拟合趋势函数获得初始电压信号和初始电流信号中的偏差成分,并从初始电压信号和初始电流信号中减去偏差成分剔除大DC成分的干扰,且将波形中递增和递减的趋势去除,从而确保较短测量时间内稳定的电流和电压不存在递增或递减的趋势,增加单体阻抗计算的准确性。还解决了频率泄露的问题。Compared with the prior art, the embodiments of this specification obtain the initial voltage signal and the initial current signal by fitting the trend function before converting the time domain voltage signal and current signal into the amplitude and phase difference of frequency domain analysis through Fourier transform. The deviation component is subtracted from the initial voltage signal and the initial current signal to eliminate the interference of the large DC component, and remove the increasing and decreasing trends in the waveform, thereby ensuring that stable current and voltage do not exist within a short measurement time. The increasing or decreasing trend increases the accuracy of single impedance calculation. The problem of frequency leakage is also solved.
步骤S240将稳态电压信号和稳定电流信号进行傅里叶变换后获得电压、电流信号中所包含的幅值、相位角。Step S240 performs Fourier transform on the steady voltage signal and the steady current signal to obtain the amplitude and phase angle contained in the voltage and current signals.
具体稳态电压信号和稳定电流信号波形随时间变化,为获得单体的阻抗需将电压信号和电流信号转化为频域分析。根据稳态电压信号和稳定电流信号进行傅里叶变换后获得电压、电流信号中所包含的幅值、相位角信息,进而计算获得单体的阻抗模。The specific steady-state voltage signal and stable current signal waveforms change with time. In order to obtain the impedance of the cell, the voltage signal and current signal need to be converted into frequency domain analysis. After performing Fourier transform on the steady-state voltage signal and the steady current signal, the amplitude and phase angle information contained in the voltage and current signals are obtained, and then the impedance mode of the single body is calculated.
步骤S250中根据电压与电流信号中所包含的幅值、相位角计算得到单体的阻抗,以便对整体电堆故障进行在线诊断。In step S250, the impedance of the cell is calculated based on the amplitude and phase angle contained in the voltage and current signals, so as to conduct online diagnosis of the overall stack fault.
结合上述实施例将稳态电压信号和稳定电流信号采用傅里叶转化后获得相应的幅值和相位差,然后计算得到阻抗值。具体地,将高频激励下的电压和电流在时域内的数据变换为频域内的数据,同时将低频激励下的电压和电流在时域内的数据变换为频域内的数据,从而根据数据转换结果得到高频激励下的信号幅值与相位角,以及低频激励下的信号幅值与相位角。Combined with the above embodiment, the steady-state voltage signal and the stable current signal are Fourier transformed to obtain the corresponding amplitude and phase difference, and then the impedance value is calculated. Specifically, the data of voltage and current in the time domain under high-frequency excitation are transformed into data in the frequency domain, and at the same time, the data of voltage and current in the time domain under low-frequency excitation are transformed into data in the frequency domain, so as to convert the results according to the data. Obtain the signal amplitude and phase angle under high-frequency excitation, and the signal amplitude and phase angle under low-frequency excitation.
根据高频激励下的电压信号与电流信号的幅值之比得到高频阻抗模,并且根据电压信号的相位角与电流信号的相位角之差,得到阻抗的相位角。根据低频激励下的电压信号与电流信号的幅值之比得到低频阻抗模,并且根据电压信号的相位角与电流信号的相位角之差,得到阻抗的相位角。The high-frequency impedance mode is obtained according to the ratio of the amplitude of the voltage signal and the current signal under high-frequency excitation, and the phase angle of the impedance is obtained according to the difference between the phase angle of the voltage signal and the phase angle of the current signal. The low-frequency impedance mode is obtained according to the ratio of the amplitude of the voltage signal and the current signal under low-frequency excitation, and the phase angle of the impedance is obtained according to the difference between the phase angle of the voltage signal and the phase angle of the current signal.
在一些实施例中,获取燃料电池电堆中测量单体对应采集的初始电压信号和初始电流信号包括:获取所有单体中所需测量单体的电压信号和电流信号。一些实施例中所需测量单体通过巡检控制器指定,也可以随机产生。从而在获取燃料电池电堆中待测单体对应采集的初始电压信号和电流信号时,巡检控制器可在处于未选择模式或处于选择模式情况下,分别对所需单体进行测量。In some embodiments, obtaining the initial voltage signals and initial current signals corresponding to the measurement cells in the fuel cell stack includes: obtaining the voltage signals and current signals of the required measurement cells in all cells. In some embodiments, the required measurement unit is specified by the inspection controller, or may be randomly generated. Therefore, when acquiring the initial voltage signal and current signal corresponding to the unit to be tested in the fuel cell stack, the inspection controller can measure the required unit respectively in the unselected mode or in the selected mode.
具体地,在处于选择模式时,根据燃料电池电堆中满足选择条件的测量通道和/或单体编号在所有单体中确定所需测量的单体,并获得所需测量单体对应的初始电压信号和初始电流信号;在处于未选择模式时,根据燃料电池电堆中所有单体的单体编号对所有单体进行巡检,并获得每个单体对应的初始电压信号和初始电流信号。其中处于选择模式时可通过巡检控制器根据自动测量指定所需测量的待测单体,也可随机确定或者选择指定某一待测单体(参见图6)。处于未选择模式时,对燃料电池电堆中所有单体进行阻抗测量巡检。在一些实施例中获得对应单体的电压信号和电流信号,根据燃料电池电堆中满足选择条件的测量通道和/或单体编号在所有单体中确定所需测量的单体。Specifically, when in the selection mode, the required measurement monomer is determined among all the cells according to the measurement channel and/or the cell number in the fuel cell stack that meets the selection conditions, and the initial value corresponding to the required measurement cell is obtained. Voltage signal and initial current signal; when in unselected mode, all cells in the fuel cell stack are inspected according to their cell numbers, and the initial voltage signal and initial current signal corresponding to each cell are obtained. . When in the selection mode, the unit to be measured can be specified through the inspection controller based on automatic measurement, or a unit to be measured can be randomly determined or selected (see Figure 6). When in unselected mode, perform impedance measurement inspection on all cells in the fuel cell stack. In some embodiments, the voltage signal and current signal of the corresponding cell are obtained, and the cell to be measured is determined among all cells according to the measurement channels and/or cell numbers in the fuel cell stack that meet the selection conditions.
具体地,获取燃料电池电堆中所有单体对应的电压值和所有电压值的方差,分别根据方差大于评价标准和方差小于等于评价标准,从所有单体中确定所需测量单体的测量通道和/或单体编号。其中,每个单体对应有测量通道和/或单体编号。选择条件包括第一选择条件和第二选择条件,其中第一选择条件如方差大于评价标准,第二选择条件如方差小于等于评价标准,此处的选择条件仅为举例。需要说明的是选择条件还可以根据电堆运行实际情况另作设定。Specifically, the voltage values corresponding to all monomers in the fuel cell stack and the variances of all voltage values are obtained, and the measurement channels of the required measurement monomers are determined from all monomers based on whether the variance is greater than the evaluation standard and the variance is less than or equal to the evaluation standard. and/or unit number. Among them, each cell corresponds to a measurement channel and/or cell number. The selection conditions include a first selection condition and a second selection condition. The first selection condition is, for example, the variance is greater than the evaluation standard, and the second selection condition is, for example, the variance is less than or equal to the evaluation standard. The selection conditions here are only examples. It should be noted that the selection conditions can also be set according to the actual operation conditions of the stack.
具体如图5所示,FCU设置自动测量模式,FCU发送信号至DC/DC转换电路,以便DC/DC转换电路对电堆叠加激励,FCU发送信号至CVM触发阻抗测量。As shown in Figure 5, FCU sets the automatic measurement mode, FCU sends a signal to the DC/DC conversion circuit so that the DC/DC conversion circuit can excite the electrical stack, and FCU sends a signal to the CVM to trigger impedance measurement.
燃料电池电堆可测量每个单体的电压值,根据所有单体电压值获得所有单体电压的一致性表达方差,并通过判断方差是否符合评价标准来确定所需测量单体。The fuel cell stack can measure the voltage value of each cell, obtain the consistent expression variance of all cell voltages based on the voltage values of all cells, and determine the required measurement cell by judging whether the variance meets the evaluation criteria.
一些实施例中方差的评价标准为x,x的取值范围为50~200。如图5所示,若方差大于该评价标准,具体根据待测单体的测量通道和/或单体编号来确定该待测单体。如方差大于x,则从各个单体对应的电压中获得最低电压值对应单体的测量通道和/或单体编号,从而确定待测单体。若方差小于等于该评价标准,则选择端板位置对应的待测单体进行检测。如图5中测量电压最低节阻抗即表示获得单体电压最低对应的测试通道或单体编号来确定待测单体,进而获得该待测单体的阻抗。图5中测量端板节阻抗即表示方差小于等于该评价标准,则选择电堆中端板位置处设置的单体为待测单体,进而获得该待测单体的阻抗。其中端板节表示单体设置于电堆端板位置处。In some embodiments, the evaluation standard for variance is x, and the value range of x is 50 to 200. As shown in Figure 5, if the variance is greater than the evaluation standard, the unit to be tested is determined based on the measurement channel and/or unit number of the unit to be tested. If the variance is greater than x, the measurement channel and/or cell number of the cell corresponding to the lowest voltage value is obtained from the voltage corresponding to each cell, thereby determining the cell to be tested. If the variance is less than or equal to the evaluation standard, select the unit to be tested corresponding to the end plate position for testing. As shown in Figure 5, measuring the impedance of the node with the lowest voltage means obtaining the test channel or cell number corresponding to the lowest cell voltage to determine the cell under test, and then obtain the impedance of the cell under test. The measurement of the end plate section impedance in Figure 5 means that the variance is less than or equal to the evaluation standard, then the monomer set at the end plate position in the stack is selected as the cell to be tested, and the impedance of the cell to be measured is obtained. The end plate section indicates that the monomer is arranged at the position of the stack end plate.
由于每个单体对应有测量通道和/或单体编号。处于选择模式的另一种实施方式中选择条件包括获得指定待测单体的测量通道和/或单体编号,从而获得指定待测单体对应的初始电压信号和初始电流信号。Because each cell corresponds to a measurement channel and/or cell number. In another embodiment of the selection mode, the selection condition includes obtaining the measurement channel and/or cell number of the designated cell to be measured, thereby obtaining the initial voltage signal and initial current signal corresponding to the designated cell to be measured.
如图6所示,通过FCU设置选择模式中的指定测量模式,FCU设置指定测试通道并使DC/DC转换电路对电堆叠加激励,FCU还发送信号至CVM来触发具体的阻抗测量。其中CVM根据指定测试通道获得电堆所有单体中指定节单体对应的阻抗。As shown in Figure 6, by setting the specified measurement mode in the selection mode of the FCU, the FCU sets the specified test channel and causes the DC/DC conversion circuit to excite the electrical stack. The FCU also sends a signal to the CVM to trigger a specific impedance measurement. Among them, CVM obtains the impedance corresponding to the specified section of all cells in the stack based on the specified test channel.
综上,通过燃料电池电堆中满足不同的选择条件可实现电堆中单体阻抗的自动测量和指定测量过程,进一步还可通过获得的单体阻抗来确定电堆的失效模式,具体如下文的详述。In summary, by meeting different selection conditions in the fuel cell stack, the automatic measurement and specified measurement process of the monomer impedance in the stack can be realized. Furthermore, the failure mode of the stack can be determined by the obtained monomer impedance, as detailed below. details.
在一些实施例中,在处于未选择模式时,根据燃料电池堆中所有单体的单体编号对所有单体进行巡检,并获得每个单体对应的初始电压信号和初始电流信号。具体地,依次获取每个编号对应单体的初始电压信号和初始电流信号,其中燃料电池电堆中每个单体通过设置编号后依次串联连接,且中间单体的编号设置于首节编号与尾节编号之间。In some embodiments, when in the unselected mode, all cells in the fuel cell stack are inspected according to their cell numbers, and the initial voltage signal and initial current signal corresponding to each cell are obtained. Specifically, the initial voltage signal and the initial current signal of the monomer corresponding to each number are obtained in sequence, where each monomer in the fuel cell stack is connected in series by setting the number, and the number of the intermediate monomer is set between the first section number and between the tail section numbers.
燃料电池电堆中具有若干个单体电池串联构成,获取燃料电池电堆中单体采集的初始电压信号和初始电流信号时,可对燃料电池电堆中每个单体进行巡检测量。具体地,对依次串联的每个单体进行编号,将端板处的两个单体分别进行编号设置为首节编号和尾节编号,中间单体的编号设置于首节编号和尾节编号之间。The fuel cell stack consists of several single cells connected in series. When the initial voltage signal and initial current signal collected by the single cells in the fuel cell stack are obtained, each cell in the fuel cell stack can be inspected and measured. Specifically, each monomer connected in series is numbered, and the two monomers at the end plate are numbered respectively as the first section number and the last section number, and the number of the middle monomer is set between the first section number and the last section number. between.
参考图7,对所有单体进行巡检测试时,FCU设置巡检测量模式,FCU发送信号至DC/DC转换电路,持续叠加激励至电堆中所有单体信号检测采集结束,同时FCU发送信号至CVM触发阻抗测量,CVM从电堆中首节编号的单体开始巡检至尾节编号的单体测量结束,从而依次获取每个单体采集的初始电压信号和初始电流信号。Referring to Figure 7, when performing a patrol test on all cells, the FCU sets the patrol measurement mode. The FCU sends a signal to the DC/DC conversion circuit, and continues to superimpose the excitation until the signal detection and collection of all cells in the stack is completed. At the same time, the FCU sends a signal. When the CVM triggers the impedance measurement, the CVM starts the inspection from the first-numbered cell in the stack to the end of the measurement of the last-numbered cell, thereby acquiring the initial voltage signal and initial current signal collected by each cell in turn.
在一些实施例中同一时间获得所有单体中N个通道对应单体的阻抗,其中N的取值范围为2-5。In some embodiments, the impedances of N channels corresponding to monomers in all monomers are obtained at the same time, where the value of N ranges from 2 to 5.
燃料电池电堆由多个单体电池组装而成,采用本说明书实施例的单体阻抗测试方式同一时间内可获得2-5范围内任一取值个数通道对应单体的阻抗。The fuel cell stack is assembled from multiple single cells. Using the single cell impedance testing method in the embodiment of this specification, the impedance corresponding to the single cell can be obtained for any number of channels within the range of 2-5 within the same time.
具体通过系统中N个采集芯片于测量开关阵列实现测量。如图1的燃料电池电堆单体阻抗的诊断系统中将N个采集芯片(未示出)设置于单体测量开关阵列(未示出)来获得对应单体的阻抗。如采用这种方式同一时间可最多采集5个通道对应单体的阻抗。Specifically, the measurement is realized through the N collection chips in the system and the measurement switch array. As shown in Figure 1, in the fuel cell stack cell impedance diagnosis system, N collection chips (not shown) are set in a cell measurement switch array (not shown) to obtain the impedance of the corresponding cell. If this method is used, the impedance of up to 5 channels corresponding to the monomer can be collected at the same time.
在一些实施例中,获得每个测量单体对应的测量结果,根据测量结果和无效校验判断条件确定每个测量单体的校验结果,并将校验结果和测量结果上传至燃料电池控制系统,以便燃料电池控制系统根据单体对应的校验结果和测量结果确定失效模式。其中失效模式包括毒化、水淹、欠气或膜干。测量结果为准确的单体阻抗值。校验结果包括有效或无效。其中无效校验判断条件可以包括检测单体阻抗是否在预设范围内,也可以包括检测单体阻抗测量前后的电流误差是否满足检测条件,具体如下文详细描述。In some embodiments, the measurement results corresponding to each measurement unit are obtained, the calibration results of each measurement unit are determined based on the measurement results and the invalid calibration judgment condition, and the calibration results and measurement results are uploaded to the fuel cell control system, so that the fuel cell control system determines the failure mode based on the corresponding calibration results and measurement results of the unit. Failure modes include poisoning, flooding, lack of air or film drying. The measurement result is the accurate single impedance value. The verification result includes valid or invalid. The invalid verification judgment conditions may include detecting whether the cell impedance is within a preset range, or may include detecting whether the current error before and after the cell impedance measurement meets the detection conditions, as described in detail below.
一些实施例中若单体阻抗测量有效采用有效位1表示,若单体阻抗测量无效采用有效位0表示。In some embodiments, if the unit impedance measurement is valid, the effective bit 1 is used to indicate, and if the unit impedance measurement is invalid, the effective bit 0 is used.
一些情况下燃料电池电堆运行电压偏低时,将电堆单体测量结果和校验结果上传至燃料电池系统控制器FCU,以便FCU根据测量结果和校验结果确定失效模式,具体FCU通过设置失效算法结合测量过程中高/低频阻抗和直流电压,根据电堆中所有单体阻抗的测量结果和校验结果确定燃料电池电堆的失效模式,其中失效模式包括毒化、水淹、欠气或膜干。失效算法根据燃料电池电堆中传质、反应过程与水平衡状态等设定。一些实施例FCU采用神经网络模型来确定电堆的失效模式。In some cases, when the operating voltage of the fuel cell stack is low, the stack unit measurement results and calibration results are uploaded to the fuel cell system controller FCU so that the FCU can determine the failure mode based on the measurement results and calibration results. The specific FCU can be set by The failure algorithm combines the high/low frequency impedance and DC voltage during the measurement process, and determines the failure mode of the fuel cell stack based on the measurement results and calibration results of all individual impedances in the stack. The failure modes include poisoning, flooding, lack of air or membrane Dry. The failure algorithm is set based on mass transfer, reaction process and water balance state in the fuel cell stack. Some embodiments of the FCU use a neural network model to determine the failure mode of the stack.
为排除因模数转换器ADC在采样特别小的信号时(电压低于限值Kv,电流低于限值Ki),出现非线性误差导致单体测量不准确的情形,因此,需将激励信号幅值的大小设置高于某个限值来实现采集电压和电流的大小都要相应地高于限值Kv和Ki,若激励大小设置不合理会导致测量单体的阻抗误差不可接受,因此应该对测量结果进行是否合格的校验。In order to eliminate the situation where the nonlinear error occurs when the analog-to-digital converter ADC samples a particularly small signal (the voltage is lower than the limit value Kv and the current is lower than the limit value Ki), resulting in inaccurate single measurement, therefore, the excitation signal needs to be The magnitude of the amplitude is set higher than a certain limit to realize that the magnitude of the collected voltage and current must be correspondingly higher than the limits Kv and Ki. If the excitation size is set unreasonably, the impedance error of the measurement cell will be unacceptable, so it should Check whether the measurement results are qualified.
在一些实施例中,根据测量结果和无效校验判断条件确定每个测量单体的校验结果,校验结果包括单体阻抗是否在预设范围内是否有效。检测单体阻抗是否在预设范围内,若单体阻抗在预设范围内,则判断单体阻抗测量为有效。若单体阻抗不在预设范围内,则判断单体阻抗测量为无效。其中预设范围根据电堆电性能和化学性能决定。In some embodiments, the verification result of each measurement cell is determined based on the measurement result and the invalid verification judgment condition. The verification result includes whether the cell impedance is within a preset range and whether it is valid. Detect whether the monomer impedance is within the preset range. If the monomer impedance is within the preset range, the monomer impedance measurement is judged to be valid. If the cell impedance is not within the preset range, the cell impedance measurement is judged to be invalid. The preset range is determined based on the electrical and chemical properties of the stack.
结合上述实施例,根据每个测量单体获得阻抗直接进行校验来确定单体的校验结果。若阻抗的测量值在预设范围内,则判断单体阻抗测量有效。若阻抗的测量值不在预设范围内,则单体阻抗测量为无效。预设范围根据具体电堆情况进行详细设置。Combined with the above embodiment, the calibration result of the cell is determined by directly performing calibration based on the impedance obtained by each measurement cell. If the measured impedance value is within the preset range, the single impedance measurement is judged to be valid. If the measured impedance value is not within the preset range, the single impedance measurement is invalid. The preset range is set in detail according to the specific stack conditions.
在另一些实施例中,通过检测单体阻抗测量前后的电流误差是否满足检测条件来确定每个测量单体的校验结果,若是则单体阻抗测量为有效;若否则单体阻抗测量为无效。其中检测条件包括误差a的取值范围为5%-10%,若阻抗测量前后的电流误差满足a的误差范围,则单体阻抗满足检测条件,单体阻抗测量为有效;若阻抗测量前后的电流误差不满足a的误差范围,则单体阻抗不满足检测条件,单体阻抗测量为无效。In other embodiments, the calibration result of each measurement unit is determined by detecting whether the current error before and after the unit impedance measurement meets the detection conditions. If so, the unit impedance measurement is valid; otherwise, the unit impedance measurement is invalid. . The detection conditions include that the value range of the error a is 5%-10%. If the current error before and after the impedance measurement meets the error range of a, then the single impedance meets the detection conditions, and the single impedance measurement is valid; if the current error before and after the impedance measurement is If the current error does not meet the error range of a, the single impedance does not meet the detection conditions, and the single impedance measurement is invalid.
结合上述实施例,通过单体的阻抗校验得到校验结果,也可根据阻抗测量前后的电流误差进行校验。为保证电堆中单体阻抗测量在稳定运行过程,需对单体阻抗测量前后一定时间范围内的电流进行误差检测。Combined with the above embodiment, the calibration result is obtained through the impedance calibration of the monomer, and the calibration can also be performed based on the current error before and after the impedance measurement. In order to ensure the stable operation of the cell impedance measurement in the stack, it is necessary to conduct error detection on the current within a certain time range before and after the cell impedance measurement.
若单体阻抗测量前后的电流误差属于a的误差范围,则阻抗测量前后的电流误差满足检测条件单体阻抗测量为有效;若阻抗测量前后的电流误差不属于a的误差范围,则单体阻抗不满足检测条件,单体阻抗测量为无效。If the current error before and after the single impedance measurement falls within the error range of a, then the current error before and after the impedance measurement meets the detection conditions and the single impedance measurement is valid; if the current error before and after the impedance measurement does not fall within the error range of a, then the single impedance If the detection conditions are not met, the single impedance measurement is invalid.
本说明书实施例通过将单体采集的初始电压信号和初始电流信号进行处理,获得稳态电压信号和稳定电流信号,进而通过傅里叶变换将时域数据转换为频域数据准确计算获得单体的阻抗,从而解决车载应用场景中由系统及检测因素等带来的测量误差导致单体阻抗测量不准确,进而无法根据准确的单体阻抗对整体电堆进行评估的问题。不仅可以准确测量燃料电池电堆中每个测量单体的阻抗,还可以基于精准的单体阻抗对整体电堆进行评估,在电堆出现故障时快速、准确获得故障所在。The embodiment of this specification processes the initial voltage signal and initial current signal collected by the monomer to obtain a steady-state voltage signal and a stable current signal, and then converts the time domain data into frequency domain data through Fourier transform to accurately calculate and obtain the monomer. Impedance, thereby solving the problem in vehicle application scenarios that measurement errors caused by system and detection factors lead to inaccurate single impedance measurement, and thus the overall stack cannot be evaluated based on accurate single impedance. Not only can the impedance of each measurement cell in the fuel cell stack be accurately measured, but the entire stack can also be evaluated based on the precise cell impedance, so that when a stack failure occurs, the fault location can be quickly and accurately determined.
要说明的是,本发明的说明书和权利要求书及上述附图中的术语“第一”、“第二”、“第三”“第四”等(如果存在)是用于区别类似的对象,而不必用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便这里描述的本发明的实施例能够以除了在这里图示或描述的那些以外的顺序实施。It should be noted that the terms "first", "second", "third", "fourth", etc. (if present) in the description and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects. , and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances so that the embodiments of the invention described herein are capable of being practiced in sequences other than those illustrated or described herein.
本说明书中的各个实施例之间相同相似的部分互相参见即可,每个实施例侧重说明的都是与其他实施例的不同之处。尤其,对于后面说明的产品实施例而言,由于其与方法是对应的,描述比较简单,相关之处参见系统实施例的部分说明即可。The same and similar parts between the various embodiments in this specification can be referred to each other, and each embodiment focuses on its differences from other embodiments. In particular, for the product embodiments described later, since they correspond to the methods, the description is relatively simple. For relevant details, please refer to the partial description of the system embodiments.
以上所述,仅为本申请的具体实施方式,但本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到的变化或替换,都应涵盖在本申请的保护范围之内。因此,本申请的保护范围应以权利要求的保护范围为准。The above are only specific embodiments of the present application, but the protection scope of the present application is not limited thereto. Any person familiar with the technical field can easily think of changes or substitutions within the technical scope disclosed in the present application. All are covered by the protection scope of this application. Therefore, the protection scope of this application should be subject to the protection scope of the claims.
Claims (9)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202310552353.1A CN116314963B (en) | 2023-05-17 | 2023-05-17 | Fuel cell stack single body impedance on-line diagnosis method and inspection controller |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202310552353.1A CN116314963B (en) | 2023-05-17 | 2023-05-17 | Fuel cell stack single body impedance on-line diagnosis method and inspection controller |
Publications (2)
Publication Number | Publication Date |
---|---|
CN116314963A CN116314963A (en) | 2023-06-23 |
CN116314963B true CN116314963B (en) | 2023-09-12 |
Family
ID=86781812
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202310552353.1A Active CN116314963B (en) | 2023-05-17 | 2023-05-17 | Fuel cell stack single body impedance on-line diagnosis method and inspection controller |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN116314963B (en) |
Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6502046B1 (en) * | 1999-03-13 | 2002-12-31 | Korea Kumbo Petrochemical Co. Ltd | Laplace transform impedance spectrometer and its measurement method |
DE102015225354A1 (en) * | 2015-12-16 | 2017-06-22 | Bayerische Motoren Werke Aktiengesellschaft | A method for determining a degradation state of a fuel cell assembly, method of operating a fuel cell assembly, control unit, operating device and computer program product |
JP2017227518A (en) * | 2016-06-22 | 2017-12-28 | 日置電機株式会社 | Impedance measuring device and impedance measuring method |
JP6410986B1 (en) * | 2018-07-25 | 2018-10-24 | 株式会社東陽テクニカ | Battery impedance evaluation apparatus and battery impedance evaluation method |
CN109346745A (en) * | 2018-09-28 | 2019-02-15 | 北京机械设备研究所 | A kind of method and system judging fuel battery inside water state based on impedance |
CN110161421A (en) * | 2019-05-22 | 2019-08-23 | 同济大学 | A kind of method of battery impedance within the scope of on-line reorganization setpoint frequency |
CN111580006A (en) * | 2020-05-29 | 2020-08-25 | 中国电力科学研究院有限公司 | Online measurement method and system for dynamic impedance of battery |
CN113259031A (en) * | 2021-05-13 | 2021-08-13 | 南京邮电大学 | Bottom noise fitting and eliminating method for satellite spectrum situation generation |
CN115032553A (en) * | 2022-05-25 | 2022-09-09 | 上海氢晨新能源科技有限公司 | On-line diagnosis method and system for vehicle-mounted fuel cell |
CN115902628A (en) * | 2022-11-03 | 2023-04-04 | 华人运通(山东)科技有限公司 | Method, device and equipment for calculating internal resistance of battery and storage medium |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6778913B2 (en) * | 2002-04-29 | 2004-08-17 | Cadex Electronics Inc. | Multiple model systems and methods for testing electrochemical systems |
-
2023
- 2023-05-17 CN CN202310552353.1A patent/CN116314963B/en active Active
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6502046B1 (en) * | 1999-03-13 | 2002-12-31 | Korea Kumbo Petrochemical Co. Ltd | Laplace transform impedance spectrometer and its measurement method |
DE102015225354A1 (en) * | 2015-12-16 | 2017-06-22 | Bayerische Motoren Werke Aktiengesellschaft | A method for determining a degradation state of a fuel cell assembly, method of operating a fuel cell assembly, control unit, operating device and computer program product |
JP2017227518A (en) * | 2016-06-22 | 2017-12-28 | 日置電機株式会社 | Impedance measuring device and impedance measuring method |
JP6410986B1 (en) * | 2018-07-25 | 2018-10-24 | 株式会社東陽テクニカ | Battery impedance evaluation apparatus and battery impedance evaluation method |
CN109346745A (en) * | 2018-09-28 | 2019-02-15 | 北京机械设备研究所 | A kind of method and system judging fuel battery inside water state based on impedance |
CN110161421A (en) * | 2019-05-22 | 2019-08-23 | 同济大学 | A kind of method of battery impedance within the scope of on-line reorganization setpoint frequency |
CN111580006A (en) * | 2020-05-29 | 2020-08-25 | 中国电力科学研究院有限公司 | Online measurement method and system for dynamic impedance of battery |
CN113259031A (en) * | 2021-05-13 | 2021-08-13 | 南京邮电大学 | Bottom noise fitting and eliminating method for satellite spectrum situation generation |
CN115032553A (en) * | 2022-05-25 | 2022-09-09 | 上海氢晨新能源科技有限公司 | On-line diagnosis method and system for vehicle-mounted fuel cell |
CN115902628A (en) * | 2022-11-03 | 2023-04-04 | 华人运通(山东)科技有限公司 | Method, device and equipment for calculating internal resistance of battery and storage medium |
Non-Patent Citations (1)
Title |
---|
胡鹏飞.质子交换膜燃料电池的健康度和剩余使用寿命的预测方法研究.中国优秀硕士学位论文全文数据库 工程科技Ⅰ辑.2023,(第02期),第B015-1282页. * |
Also Published As
Publication number | Publication date |
---|---|
CN116314963A (en) | 2023-06-23 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110161421B (en) | Method for reconstructing battery impedance in set frequency range on line | |
JP2004191373A (en) | Electronic battery tester | |
KR102106775B1 (en) | Diagnosis method of battery using Deep Learning | |
US20220091062A1 (en) | System and method for anomaly detection and total capacity estimation of a battery | |
JP4227814B2 (en) | Battery state diagnosis apparatus and battery state diagnosis method | |
CN102439471B (en) | Method for characterizing an electrical system by impedance spectroscopy | |
US20150219728A1 (en) | Method and device for measuring various parameters of membrane electrode assembly in fuel cell | |
JP2014134467A (en) | Secondary battery state diagnostic method | |
CN115032553A (en) | On-line diagnosis method and system for vehicle-mounted fuel cell | |
KR101990042B1 (en) | Apparatus for diagnosing battery by cell and method thereof | |
CN112285587A (en) | An online vehicle-mounted hydrogen fuel cell impedance spectrum measurement device and measurement method | |
CN101561467B (en) | Real-time Impedance Measurement System and Method | |
KR102280292B1 (en) | Method of evaluating impedance spectroscopy for used battery module, recording medium and apparatus for performing the method | |
WO2022007711A1 (en) | Method for detecting storage battery of vehicle and battery detection device | |
Ferrero et al. | Low-cost battery monitoring by converter-based electrochemical impedance spectroscopy | |
CN100363738C (en) | Fuel cell proton exchange membrane water shortage diagnosis method and monitoring device | |
CN112462285A (en) | Battery impedance online measurement device and method based on pseudorandom signal | |
CN116314963B (en) | Fuel cell stack single body impedance on-line diagnosis method and inspection controller | |
CN116184207A (en) | Proton exchange membrane fuel cell fault diagnosis method and device | |
CN119619805A (en) | Wafer testing method, device, testing machine and storage medium | |
US20090093987A1 (en) | Method for accurate measuring stray capacitance of automatic test equipment and system thereof | |
Fan et al. | Perturbation-based battery impedance characterization methods: From the laboratory to practical implementation | |
CN117491890A (en) | Method and system for measuring alternating current impedance of fuel cell | |
JP2009162669A (en) | Insulation resistance measurement circuit | |
CN117374330A (en) | Fuel cell stack state identification method and device, medium and electronic equipment |
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 | ||
GR01 | Patent grant | ||
GR01 | Patent grant |