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CN118639276A - Operation control system of water electrolysis hydrogen production, storage and supply system - Google Patents

Operation control system of water electrolysis hydrogen production, storage and supply system Download PDF

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CN118639276A
CN118639276A CN202410960433.5A CN202410960433A CN118639276A CN 118639276 A CN118639276 A CN 118639276A CN 202410960433 A CN202410960433 A CN 202410960433A CN 118639276 A CN118639276 A CN 118639276A
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electrolytic cell
hydrogen production
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窦真兰
张春雁
张莹
王俊
钱峰
陈景琪
宋平
陆启宇
韩冬
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State Grid Shanghai Electric Power Co Ltd
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    • CCHEMISTRY; METALLURGY
    • C25ELECTROLYTIC OR ELECTROPHORETIC PROCESSES; APPARATUS THEREFOR
    • C25BELECTROLYTIC OR ELECTROPHORETIC PROCESSES FOR THE PRODUCTION OF COMPOUNDS OR NON-METALS; APPARATUS THEREFOR
    • C25B15/00Operating or servicing cells
    • C25B15/02Process control or regulation
    • CCHEMISTRY; METALLURGY
    • C25ELECTROLYTIC OR ELECTROPHORETIC PROCESSES; APPARATUS THEREFOR
    • C25BELECTROLYTIC OR ELECTROPHORETIC PROCESSES FOR THE PRODUCTION OF COMPOUNDS OR NON-METALS; APPARATUS THEREFOR
    • C25B1/00Electrolytic production of inorganic compounds or non-metals
    • C25B1/01Products
    • C25B1/02Hydrogen or oxygen
    • C25B1/04Hydrogen or oxygen by electrolysis of water
    • CCHEMISTRY; METALLURGY
    • C25ELECTROLYTIC OR ELECTROPHORETIC PROCESSES; APPARATUS THEREFOR
    • C25BELECTROLYTIC OR ELECTROPHORETIC PROCESSES FOR THE PRODUCTION OF COMPOUNDS OR NON-METALS; APPARATUS THEREFOR
    • C25B15/00Operating or servicing cells
    • C25B15/02Process control or regulation
    • C25B15/023Measuring, analysing or testing during electrolytic production

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Abstract

本发明涉及制氢控制技术领域,具体为电解水制氢储氢供氢系统运行控制系统,包括:电解池监控模块,用于将若干个电解池分割为若干个区域并筛选出不合格效率区域;第一采集模块,用于接收区域电解池图像采集指令,对各个不合格效率区域内的电解池进行图像采集;第二采集模块,用于接收区域传感器采集指令,构建第一质量指数;图像识别分析模块,用于构建第二质量指数;控制模块,为各个区域匹配出对应的区域控制方案,并对各个区域进行调控。本发明能够实现对不同区域或单个电解池的精细监控,及时发现和处理局部异常,有助于优化反应条件,提高制氢效率,并且可以实现对电解过程中关键参数的实时调节,提高系统的稳定性和可靠性。

The present invention relates to the field of hydrogen production control technology, specifically to an operation control system of a hydrogen production, storage and supply system for electrolysis of water, including: an electrolytic cell monitoring module, used to divide a number of electrolytic cells into a number of regions and screen out unqualified efficiency regions; a first acquisition module, used to receive regional electrolytic cell image acquisition instructions, and perform image acquisition on the electrolytic cells in each unqualified efficiency region; a second acquisition module, used to receive regional sensor acquisition instructions, and construct a first quality index; an image recognition and analysis module, used to construct a second quality index; a control module, matching a corresponding regional control scheme for each region, and regulating each region. The present invention can achieve fine monitoring of different regions or a single electrolytic cell, timely discover and handle local anomalies, help optimize reaction conditions, improve hydrogen production efficiency, and can achieve real-time adjustment of key parameters in the electrolysis process, improving the stability and reliability of the system.

Description

电解水制氢储氢供氢系统运行控制系统Operation control system of water electrolysis hydrogen production, storage and supply system

技术领域Technical Field

本发明涉及制氢控制技术领域,具体为电解水制氢储氢供氢系统运行控制系统。The present invention relates to the technical field of hydrogen production control, and in particular to an operation control system of a water electrolysis hydrogen production, storage and supply system.

背景技术Background Art

电解水制氢是一种环保清洁的能源生产方法,通过电解水分解成氢和氧,不产生任何有害气体或排放物,利用水作为原料,具有广阔的可再生性,能够有效地利用可再生资源,实现能源的可持续利用。Hydrogen production by water electrolysis is an environmentally friendly and clean energy production method. It decomposes water into hydrogen and oxygen through electrolysis without producing any harmful gases or emissions. It uses water as a raw material, has broad renewability, can effectively utilize renewable resources, and achieve sustainable use of energy.

在电解水制氢的控制过程中,传统控制系统通常仅对电解池整体性能进行监测,缺乏对不同区域或单个电解池的精细监控。尤其是缺乏对于电解池的实时监控和分析,这导致无法及时发现和处理局部异常,影响了控制系统整体的稳定性和效率。电解过程中的温度、压力和搅拌速率参数对制氢效率影响显著,尤其是气体泡沫在电解液中存在时,会导致电解反应的有效表面积减少,从而降低了反应速率和效率,影响了制氢的产率。In the process of controlling hydrogen production by electrolysis of water, traditional control systems usually only monitor the overall performance of the electrolytic cell, and lack detailed monitoring of different areas or individual electrolytic cells. In particular, there is a lack of real-time monitoring and analysis of the electrolytic cell, which makes it impossible to detect and deal with local anomalies in a timely manner, affecting the overall stability and efficiency of the control system. The temperature, pressure and stirring rate parameters in the electrolysis process have a significant impact on the efficiency of hydrogen production, especially when gas bubbles exist in the electrolyte, which will lead to a reduction in the effective surface area of the electrolysis reaction, thereby reducing the reaction rate and efficiency, and affecting the yield of hydrogen production.

发明内容Summary of the invention

针对现有技术的不足,本发明提供了电解水制氢储氢供氢系统运行控制系统,能够实现对不同区域或单个电解池的精细监控,及时发现和处理局部异常,有助于优化反应条件,提高制氢效率,并且可以实现对电解过程中关键参数的实时调节,提高系统的稳定性和可靠性。In view of the deficiencies in the prior art, the present invention provides an operation control system for a water electrolysis hydrogen production, storage and supply system, which can achieve precise monitoring of different areas or a single electrolytic cell, timely detect and handle local anomalies, help optimize reaction conditions, improve hydrogen production efficiency, and achieve real-time adjustment of key parameters in the electrolysis process, thereby improving the stability and reliability of the system.

为实现以上目的,本发明通过以下技术方案予以实现:电解水制氢储氢供氢系统运行控制系统,包括:To achieve the above objectives, the present invention is implemented through the following technical solutions: an operation control system for a water electrolysis hydrogen production, storage and supply system, comprising:

电解池监控模块,用于将若干个电解池分割为若干个区域,依据各个区域内的电解池功率数据构建制氢效率指数xLz,并以此从各个区域中筛选出不合格效率区域,若不合格效率区域的比率超过预期,对不合格效率区域发出区域电解池图像采集指令和区域传感器采集指令;The electrolytic cell monitoring module is used to divide several electrolytic cells into several areas, construct a hydrogen production efficiency index xLz based on the electrolytic cell power data in each area, and use this to screen out unqualified efficiency areas from each area. If the ratio of unqualified efficiency areas exceeds expectations, a regional electrolytic cell image acquisition instruction and a regional sensor acquisition instruction are issued to the unqualified efficiency areas;

第一采集模块,用于接收区域电解池图像采集指令,对各个不合格效率区域内的电解池进行图像采集,并对采集到的区域电解池图像做预处理后,汇总构建区域图像集合;The first acquisition module is used to receive the regional electrolytic cell image acquisition instruction, acquire images of the electrolytic cells in each unqualified efficiency area, and after pre-processing the acquired regional electrolytic cell images, summarize and construct a regional image set;

第二采集模块,用于接收区域传感器采集指令,通过第二传感器采集,获取各个区域内的电解池内温度Jt、压力Jy和搅拌速率Js,构建第一质量指数ZL1The second acquisition module is used to receive the regional sensor acquisition instruction, acquire the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell in each area through the second sensor acquisition, and construct the first quality index ZL 1 ;

图像识别分析模块,通过识别获取的区域图像集合中的电解池电极间距J,电解池电极表面瑕疵面积X、电池表面积L和电解池内气体泡沫分布情况,构建第二质量指数ZL2The image recognition and analysis module constructs a second quality index ZL 2 by identifying the distance J between the electrodes of the electrolytic cell, the surface defect area X of the electrodes of the electrolytic cell, the battery surface area L, and the distribution of gas bubbles in the electrolytic cell in the acquired regional image set;

控制模块,根据第一质量指数ZL1和第二质量指数ZL2分别进行评估,并获取相应的差值特征,根据差值特征,为各个区域匹配出对应的区域控制方案;并构建调控优先级YxJ,以此对各个区域进行调控。The control module evaluates the first quality index ZL 1 and the second quality index ZL 2 respectively, obtains corresponding difference features, matches corresponding regional control schemes for each region according to the difference features, and constructs a control priority Yx J to control each region.

优选的,电解池监控模块包括建立三维模型单元、部署单元和功率采集单元;Preferably, the electrolytic cell monitoring module includes a three-dimensional model building unit, a deployment unit and a power collection unit;

建立三维模型单元,用于采集电解水制氢、储氢供氢生产线的设计图纸和技术参数;根据设计图纸和技术参数,通过AutoCAD、SolidWorks、Blender或SketchUp三维建模软件,建立生产线三维模型,生产线三维模型中包括电解池、储氢设备、供氢设备、管道、阀门、连接件和支架;建立生产线三维模型后,导出为三维STL、OBJ和STEP格式;Establish a 3D model unit to collect design drawings and technical parameters of the production line for hydrogen production by water electrolysis, hydrogen storage and hydrogen supply; establish a 3D model of the production line based on the design drawings and technical parameters through AutoCAD, SolidWorks, Blender or SketchUp 3D modeling software. The 3D model of the production line includes electrolytic cells, hydrogen storage equipment, hydrogen supply equipment, pipelines, valves, connectors and brackets; after the 3D model of the production line is established, export it to 3D STL, OBJ and STEP formats;

部署单元用于在生产线三维模型中,将若干个电解池分割为p个区域,按照QY1,QY2,QY3,...,QYp对p个区域进行标记;The deployment unit is used to divide a plurality of electrolytic cells into p regions in the three-dimensional model of the production line, and mark the p regions according to QY 1 , QY 2 , QY 3 , ..., QY p ;

在每个区域内安装第一传感器;Installing a first sensor in each zone;

功率采集单元用于通过第一传感器采集获取电解池功率数据;The power collection unit is used to collect and obtain the electrolytic cell power data through the first sensor;

第一传感器包括气体传感器、电流传感器、流量传感器和时间传感器;The first sensor includes a gas sensor, a current sensor, a flow sensor and a time sensor;

通过气体传感器测量获取实际测量得到的电解产氢量Qcl;The actual measured amount of hydrogen produced by electrolysis Qcl is obtained by measuring with a gas sensor;

通过电流传感器测量获取电解池过程中的电解池电流Q;The electrolytic cell current Q in the electrolytic cell process is measured by a current sensor;

通过流量传感器在电解液流动管道中,测量获取静态液流Jtyl;The static liquid flow Jtyl is measured and obtained by using a flow sensor in the electrolyte flow pipeline;

通过时间传感器测量获取静态时间Jtsj。The static time Jtsj is obtained by measuring the time sensor.

优选的,电解池监控模块包括效率计算单元和筛选单元;Preferably, the electrolytic cell monitoring module includes an efficiency calculation unit and a screening unit;

效率计算单元用于收集电解池过程中的电解池电流Q、静态液流Jtyl和静态时间Jtsj,无量纲处理后通过以下公式计算获得制氢效率指数xLz:The efficiency calculation unit is used to collect the electrolytic cell current Q, static liquid flow Jtyl and static time Jtsj in the electrolytic cell process, and after dimensionless processing, the hydrogen production efficiency index xLz is calculated by the following formula:

;

;

式中,Qcl表示实际测量得到的电解产氢量,Qth表示理论制氢产量,是根据法拉第定律和反应方程计算得到的在给定电流下,理论上产生的氢气量;In the formula, Qcl represents the actual measured hydrogen production by electrolysis, and Qth represents the theoretical hydrogen production, which is the theoretical amount of hydrogen produced at a given current calculated based on Faraday's law and the reaction equation;

Jtsj表示静态时间,静态时间是电解过程持续的时间,静态液流Jtyl表示电解液在电解池中的流动速率,M表示气体的摩尔质量,摩尔质量的逆被称为摩尔体积,用于气体体积的计算,在此处是制氢的摩尔质量,通过电解的电荷量根据电流和电解时间计算得到;电荷数是电子的数量,设置为1,表示每个电子对应一个电荷,氢气的摩尔数是根据电解产物的化学方程式中的摩尔比获得;Jtsj represents the static time, which is the duration of the electrolysis process. The static liquid flow Jtyl represents the flow rate of the electrolyte in the electrolytic cell. M represents the molar mass of the gas. The inverse of the molar mass is called the molar volume, which is used to calculate the gas volume. Here, it is the molar mass of hydrogen produced. The charge amount through electrolysis is calculated based on the current and electrolysis time. The charge number is the number of electrons. It is set to 1, indicating that each electron corresponds to one charge. The molar number of hydrogen is obtained based on the molar ratio in the chemical equation of the electrolysis product.

筛选单元用于将制氢效率指数xLz与效率阈值Y进行比对,对于制氢效率指数xLz<效率阈值Y的电解池区域,表示制氢效率不合格;对于制氢效率指数xLz≥效率阈值Y的电解池区域,表示制氢效率合格;The screening unit is used to compare the hydrogen production efficiency index xLz with the efficiency threshold Y. For the electrolytic cell region where the hydrogen production efficiency index xLz < the efficiency threshold Y, it indicates that the hydrogen production efficiency is unqualified; for the electrolytic cell region where the hydrogen production efficiency index xLz ≥ the efficiency threshold Y, it indicates that the hydrogen production efficiency is qualified.

将制氢效率指数xLz低于效率阈值Y的区域进行统计,若在总电解池区域里超过30%比率时,表示超过比率,需要对不合格制氢效率的电解池进行进一步分析原因和维护,并发出区域电解池图像采集指令和区域传感器采集指令,其中比率可由管理员调整设置。The areas where the hydrogen production efficiency index xLz is lower than the efficiency threshold Y are counted. If the ratio exceeds 30% in the total electrolytic cell area, it means that the ratio is exceeded. It is necessary to further analyze the reasons and maintain the electrolytic cells with unqualified hydrogen production efficiency, and issue regional electrolytic cell image acquisition instructions and regional sensor acquisition instructions. The ratio can be adjusted and set by the administrator.

优选的,第一采集模块具体采集的步骤为:Preferably, the first acquisition module specifically acquires the following steps:

S1、一旦接收到区域电解池图像采集指令,首先确认每个不合格效率区域的区域编号或坐标;S1. Once a regional electrolytic cell image acquisition instruction is received, first confirm the regional number or coordinates of each unqualified efficiency region;

S2、然后使用图像采集设备,对每个不合格效率区域的电解池进行高分辨率拍摄,获取区域电解池图像;S2, then using an image acquisition device to take high-resolution photos of the electrolytic cells in each unqualified efficiency area to obtain regional electrolytic cell images;

S3、对采集到的区域电解池图像进行包括去噪、增强对比度和调整亮度的预处理后,汇总构建区域图像集合。S3. After preprocessing the collected regional electrolytic cell images including denoising, contrast enhancement and brightness adjustment, a regional image set is constructed by aggregation.

优选的,第二采集模块包括传感器采集单元和第一计算单元;Preferably, the second acquisition module includes a sensor acquisition unit and a first calculation unit;

传感器采集单元用于对不合格效率区域的电解池的参数进行采集,在区域电解池图像采集指令采集完毕后,通过第二传感器采集,获取各个区域内的电解池内温度Jt、压力Jy和搅拌速率Js;The sensor acquisition unit is used to collect the parameters of the electrolytic cell in the unqualified efficiency area. After the regional electrolytic cell image acquisition instruction is completed, the second sensor is used to acquire the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell in each area;

其中第二传感器包括温度传感器、压力传感器和磁性流体传感器;The second sensor includes a temperature sensor, a pressure sensor and a magnetic fluid sensor;

电解池内温度Jt通过温度传感器直接测量获得;The temperature Jt in the electrolytic cell is directly measured by a temperature sensor;

压力Jy表示电解池内部的气体对容器壁施加的压力,通过压力传感器测量获取;Pressure Jy represents the pressure exerted by the gas inside the electrolytic cell on the container wall, which is measured by a pressure sensor;

搅拌速率Js通过磁性流体传感器采集电解池内磁性搅拌棒的运动情况获取;The stirring rate Js is obtained by collecting the movement of the magnetic stirring bar in the electrolytic cell through a magnetic fluid sensor;

第一计算单元用于汇聚同一区域同一电解池的电解池内的温度Jt、压力Jy和搅拌速率Js并做线性归一化处理,并将相应的数据值映射在区间[0,1]内,再依据如下公式生成第一质量指数ZL1The first calculation unit is used to collect the temperature Jt, pressure Jy and stirring rate Js in the same electrolytic cell in the same area and perform linear normalization processing, and map the corresponding data values in the interval [0, 1], and then generate the first quality index ZL 1 according to the following formula:

;

其中,为测量电解池温度在各个监测周期内的均值,为测量压力在监测周期内的均值;为测量搅拌速率在监测周期内的均值;α、β和γ为权重系数:0≤β≤1,0≤α≤1,0≤γ≤1,且α+β+γ=1,其中,i=1,2,...,n,n为监测周期内的个数,是大于1的正整数。in, To measure the average value of the electrolytic cell temperature in each monitoring period, It is the average value of the measured pressure during the monitoring period; is the mean value of the stirring rate measured during the monitoring period; α, β and γ are weight coefficients: 0≤β≤1, 0≤α≤1, 0≤γ≤1, and α+β+γ=1, where i=1, 2, ..., n, n is the number in the monitoring period and is a positive integer greater than 1.

优选的,图像识别分析模块包括特征提取单元和第二计算单元;Preferably, the image recognition and analysis module includes a feature extraction unit and a second calculation unit;

特征提取单元用于从区域图像集合的每个电解池图像提取相关特征;The feature extraction unit is used to extract relevant features from each electrolytic cell image of the regional image set;

相关特征包括:Relevant features include:

电解池电极间距J:通过图像处理技术测量电极之间的距离;Electrolytic cell electrode spacing J: The distance between electrodes is measured by image processing technology;

电解池电极表面瑕疵面积X:识别电极表面裂纹、氧化和污垢特征,利用处理算法监测电极表面的缺陷面积;Electrolytic cell electrode surface defect area X: Identify cracks, oxidation and fouling features on the electrode surface and use processing algorithms to monitor the defect area on the electrode surface;

电池表面积L:通过图像分割技术监测电池边界并计算面积;Battery surface area L: Monitor the battery boundary and calculate the area through image segmentation technology;

电解池内气体泡沫分布情况:通过分析图像技术监测图像中电解池的气体泡沫尺寸c和数量SL,通过以下公式计算获取气体泡沫分布密度Md:Gas foam distribution in the electrolytic cell: The gas foam size c and quantity SL of the electrolytic cell in the image are monitored by image analysis technology, and the gas foam distribution density Md is calculated by the following formula:

;

第二计算单元用于提取电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md,无量纲处理后,通过以下公式生成第二质量指数ZL2The second calculation unit is used to extract the distance between the electrodes of the electrolytic cell J, the surface defect area of the electrodes of the electrolytic cell X, the battery surface area L and the gas foam distribution density Md. After dimensionless processing, the second quality index ZL 2 is generated by the following formula:

;

式中,表示气体泡沫分布密度的非线性效应,而除以为了将其归一化到[0,1]的范围内,公式的含义为,考虑了对循环池质量影响的各个参数,电解池电极间距J和电解池电极表面瑕疵面积X会影响持续反应的效率,而气体泡沫分布密度MD则影响气体释放的速率和持续过程的稳定。In the formula, represents the nonlinear effect of gas foam distribution density, and divided by In order to normalize it to the range of [0, 1], the meaning of the formula is that various parameters affecting the quality of the circulation pool are taken into account. The electrolytic cell electrode spacing J and the electrolytic cell electrode surface defect area X will affect the efficiency of the continuous reaction, while the gas bubble distribution density MD affects the gas release rate and the stability of the continuous process.

优选的,控制模块包括第一评估单元和第二评估单元;Preferably, the control module comprises a first evaluation unit and a second evaluation unit;

第一评估单元用于将第一质量指数ZL1与第一阈值Y1进行对比,获得第一评估结果,包括:The first evaluation unit is used to compare the first quality index ZL 1 with the first threshold Y 1 to obtain a first evaluation result, including:

当第一质量指数ZL1>第一阈值Y1时,则表示电解池内温度Jt、压力Jy和搅拌速率Js存在异常,生成第一不合格标签;When the first quality index ZL 1 > the first threshold Y 1 , it indicates that the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell are abnormal, and a first unqualified label is generated;

当第一质量指数ZL1≤第一阈值Y1时,则表示电解池内温度Jt、压力Jy和搅拌速率Js在合格范围内,生成第一合格标签;When the first quality index ZL 1 ≤ the first threshold Y 1 , it means that the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell are within the qualified range, and a first qualified label is generated;

第二评估单元用于将第二质量指数ZL2与第二阈值Y2进行对比,获得第二评估结果,包括:The second evaluation unit is used to compare the second quality index ZL 2 with the second threshold value Y 2 to obtain a second evaluation result, including:

当第二质量指数ZL2>第二阈值Y2时,则表示电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md存在异常,生成第二不合格标签;When the second quality index ZL 2 > the second threshold value Y 2 , it indicates that there are abnormalities in the electrolytic cell electrode spacing J, the electrolytic cell electrode surface defect area X, the battery surface area L and the gas foam distribution density Md, and a second unqualified label is generated;

当第二质量指数ZL2≤第二阈值Y2时,则表示电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md在正常范围内,生成第二合格标签。When the second quality index ZL 2 ≤ the second threshold value Y 2 , it means that the electrolytic cell electrode spacing J, the electrolytic cell electrode surface defect area X, the battery surface area L and the gas foam distribution density Md are within the normal range, and a second qualified label is generated.

第一阈值Y1和第二阈值Y2根据实际需要设定即可。The first threshold value Y1 and the second threshold value Y2 can be set according to actual needs.

优选的,控制模块还包括差值计算单元;Preferably, the control module further includes a difference calculation unit;

差值计算单元用于提取第一不合格标签和第二不合格标签的第一质量指数ZL1和第二质量指数ZL2,通过以下公式计算获得第一差值D1和第二差值D2The difference calculation unit is used to extract the first quality index ZL 1 and the second quality index ZL 2 of the first unqualified label and the second unqualified label, and obtain the first difference D 1 and the second difference D 2 by the following formula;

.

优选的,控制模块还包括生成策略单元;Preferably, the control module further comprises a strategy generation unit;

生成策略单元用于将每个区域的第一评估结果和第二评估结果相关联,匹配生成相对应策略,包括:The strategy generation unit is used to associate the first evaluation result and the second evaluation result of each region, and match and generate a corresponding strategy, including:

若第一评估结果为第一合格标签,第二评估结果为第二不合格标签,生成第一策略,包括:维持当前的操作参数不变,此时电解池内的温度、压力和搅拌速率已经在合格范围内,不需要进行调整;特别关注第二评估中标记为异常的指标,并调节电解池电极间距J、对电极表面进行清洁或修复,优化增加电解池的尺寸,并改变气体释放通道位置来调节气体泡沫的分布情况;If the first evaluation result is a first qualified label and the second evaluation result is a second unqualified label, a first strategy is generated, including: maintaining the current operating parameters unchanged, at which time the temperature, pressure and stirring rate in the electrolytic cell are already within the qualified range and do not need to be adjusted; paying special attention to the indicators marked as abnormal in the second evaluation, adjusting the electrolytic cell electrode spacing J, cleaning or repairing the electrode surface, optimizing and increasing the size of the electrolytic cell, and changing the position of the gas release channel to adjust the distribution of gas bubbles;

若第一评估结果为第一不合格标签,第二评估结果为第二合格标签,生成第二策略,针对第一不合格标签中电解池内温度Jt、压力Jy和搅拌速率Js进行调节和优化,直至调节到指标合格范围内;If the first evaluation result is a first unqualified label and the second evaluation result is a second qualified label, a second strategy is generated to adjust and optimize the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell of the first unqualified label until they are adjusted to within the qualified index range;

若第一评估结果为第一不合格标签,第二评估结果为第二不合格标签,生成第三策略,对电解池内温度Jt、压力Jy和搅拌速率Js、并调节电解池电极间距J、对电极表面进行清洁或修复,优化增加电解池的尺寸,并改变气体释放通道位置来调节气体泡沫的分布情况。If the first evaluation result is the first unqualified label and the second evaluation result is the second unqualified label, a third strategy is generated to adjust the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell, adjust the electrode spacing J of the electrolytic cell, clean or repair the electrode surface, optimize and increase the size of the electrolytic cell, and change the position of the gas release channel to adjust the distribution of gas bubbles.

优选的,控制模块还包括优先级单元;Preferably, the control module further comprises a priority unit;

构建各个区域的调控优先级YxJ,具体方式如下:将第一差值D1和第二差值D2做线性归一化处理后,将对应的数据值映射至区间[0,1]内,再依照如下公式计算:The control priority Yx J of each region is constructed as follows: after linear normalization of the first difference D 1 and the second difference D 2 , the corresponding data values are mapped to the interval [0, 1], and then calculated according to the following formula:

;

其中,k为测试时长内区域内电解池产生第一不合格标签的个数,i=1,2,...,k;为设置最大第一差值阈值;D1i为第i个区域电解池产生第一不合格标签的第一差值,D2i为区域电解池产生第二不合格标签的第二差值;m为区域不合格的电解池数量,i=1,2,...,m;为最大第一差值阈值;ε和δ权重系数:0≤ε≤1,0≤δ≤1,且ε+δ=1,权重系数通过层次分析法获取;Wherein, k is the number of first unqualified labels generated by the electrolytic cells in the region within the test duration, i=1, 2, ..., k; is to set the maximum first difference threshold; D 1i is the first difference of the first unqualified label generated by the i-th regional electrolytic cell, D 2i is the second difference of the second unqualified label generated by the regional electrolytic cell; m is the number of unqualified electrolytic cells in the region, i=1, 2, ..., m; is the maximum first difference threshold; ε and δ weight coefficients: 0≤ε≤1, 0≤δ≤1, and ε+δ=1, the weight coefficients are obtained by the hierarchical analysis method;

使用时,根据调控优先级YxJ和预先构建的维护方案库(依据之前的运行情况和采取过的维护方案,以及通过对公知技术的查询和总结获取的现有维护方案,汇总生成维护方案库),根据生成策略单元生成相对应策略,并根据调控优先级YxJ由大至小进行顺序优先级控制维护,并在生产线三维模型中进行显著标记。When in use, according to the control priority Yx J and the pre-built maintenance plan library (the maintenance plan library is generated based on the previous operating conditions and the maintenance plans taken, as well as the existing maintenance plans obtained by querying and summarizing the known technologies), the corresponding strategy is generated according to the generation strategy unit, and sequential priority control maintenance is performed from large to small according to the control priority Yx J , and it is prominently marked in the three-dimensional model of the production line.

本发明具备以下有益效果:The present invention has the following beneficial effects:

(1)本发明通过电解池监控模块和图像识别分析模块,能够实现对不同区域或单个电解池的精细监控,及时发现和处理局部异常。这种精细监控有助于优化反应条件,提高制氢效率,从而实现能源生产的可持续发展。(1) The present invention can achieve fine monitoring of different areas or a single electrolytic cell through the electrolytic cell monitoring module and the image recognition and analysis module, and timely discover and deal with local anomalies. Such fine monitoring helps to optimize reaction conditions and improve hydrogen production efficiency, thereby achieving sustainable development of energy production.

(2)本发明利用控制模块中的差值计算单元和生成策略单元可以实现对电解过程中关键参数的实时调节,如温度、压力和搅拌速率。通过这种实时调节,系统能够及时应对变化,提高系统的稳定性和可靠性,确保能源生产的连续性。(2) The present invention utilizes the difference calculation unit and the strategy generation unit in the control module to achieve real-time adjustment of key parameters in the electrolysis process, such as temperature, pressure, and stirring rate. Through this real-time adjustment, the system can respond to changes in a timely manner, improve the stability and reliability of the system, and ensure the continuity of energy production.

(3)本发明基于图像识别分析模块提取的特征和计算得到的第二质量指数ZL2可以反映电解反应的实际情况,特别是气体泡沫的分布情况。通过控制模块中的生成策略单元,系统能够根据实际情况调整反应条件,优化电解过程,提高制氢效率和产率。(3) The features extracted by the image recognition and analysis module and the calculated second quality index ZL 2 can reflect the actual situation of the electrolysis reaction, especially the distribution of gas bubbles. Through the generation strategy unit in the control module, the system can adjust the reaction conditions according to the actual situation, optimize the electrolysis process, and improve the efficiency and yield of hydrogen production.

(4)本发明通过控制模块中的优先级单元,可以根据各个区域的情况确定调控优先级,并制定相应的维护策略。这有助于及时处理异常情况,减少资源浪费,提高能源生产的效率和可持续性。(4) The present invention can determine the control priority according to the situation of each area through the priority unit in the control module, and formulate corresponding maintenance strategies. This helps to deal with abnormal situations in a timely manner, reduce resource waste, and improve the efficiency and sustainability of energy production.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

图1为本发明电解水制氢储氢供氢系统运行控制系统框图流程示意图。FIG1 is a flow chart of a block diagram of an operation control system of a water electrolysis hydrogen production, storage and supply system according to the present invention.

具体实施方式DETAILED DESCRIPTION

下面结合附图对本发明实施例中的技术方案进行清楚、完整地描述。The technical solutions in the embodiments of the present invention are clearly and completely described below in conjunction with the accompanying drawings.

实施例1,如图1所示,电解水制氢储氢供氢系统运行控制系统,包括:Embodiment 1, as shown in FIG1 , the operation control system of the hydrogen production, storage and supply system by electrolysis of water comprises:

电解池监控模块,用于将若干个电解池分割为若干个区域,依据各个区域内的电解池功率数据构建制氢效率指数xLz,并以此从各个区域中筛选出不合格效率区域,若不合格效率区域的比率超过预期,对不合格效率区域发出区域电解池图像采集指令和区域传感器采集指令;The electrolytic cell monitoring module is used to divide several electrolytic cells into several areas, construct a hydrogen production efficiency index xLz based on the electrolytic cell power data in each area, and use this to screen out unqualified efficiency areas from each area. If the ratio of unqualified efficiency areas exceeds expectations, a regional electrolytic cell image acquisition instruction and a regional sensor acquisition instruction are issued to the unqualified efficiency areas;

第一采集模块,用于接收区域电解池图像采集指令,对各个不合格效率区域内的电解池进行图像采集,并对采集到的区域电解池图像做预处理后,汇总构建区域图像集合;The first acquisition module is used to receive the regional electrolytic cell image acquisition instruction, acquire images of the electrolytic cells in each unqualified efficiency area, and after pre-processing the acquired regional electrolytic cell images, summarize and construct a regional image set;

第二采集模块,用于接收区域传感器采集指令,通过第二传感器采集,获取各个区域内的电解池内温度Jt、压力Jy和搅拌速率Js,构建第一质量指数ZL1The second acquisition module is used to receive the regional sensor acquisition instruction, acquire the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell in each area through the second sensor acquisition, and construct the first quality index ZL 1 ;

图像识别分析模块,通过识别获取的区域图像集合中的电解池电极间距J,电解池电极表面瑕疵面积X、电池表面积L和电解池内气体泡沫分布情况,构建第二质量指数ZL2The image recognition and analysis module constructs a second quality index ZL 2 by identifying the distance J between the electrodes of the electrolytic cell, the surface defect area X of the electrodes of the electrolytic cell, the battery surface area L, and the distribution of gas bubbles in the electrolytic cell in the acquired regional image set;

控制模块,根据第一质量指数ZL1和第二质量指数ZL2分别进行评估,并获取相应的差值特征,根据差值特征,为各个区域匹配出对应的区域控制方案;并构建调控优先级YxJ,以此对各个区域进行调控。The control module evaluates the first quality index ZL 1 and the second quality index ZL 2 respectively, obtains corresponding difference features, matches corresponding regional control schemes for each region according to the difference features, and constructs a control priority Yx J to control each region.

本实施例中,通过将电解池分割为多个区域,并根据各区域内电解池功率数据构建制氢效率指数xLz,实现了对各区域的精准监控。这有助于及时发现和处理局部异常,提高系统的稳定性和效率。系统涵盖了电解池监控模块、图像采集模块、传感器采集模块、图像识别分析模块和控制模块,各模块协同工作,实现了全方位的监测和调控。利用第一质量指数ZL1和第二质量指数ZL2对电解池性能进行评估,可以全面了解电解过程中的各项参数和指标,有助于优化制氢效率。根据评估结果和差值特征,系统能够为各个区域匹配出对应的调控方案,并构建调控优先级,实现对各区域的精细调控,一定程度上提高了制氢效率和系统整体性能。使得电解水制氢过程中不产生任何有害气体或排放物,符合环保清洁能源生产理念,有助于减少对环境的污染。In this embodiment, by dividing the electrolytic cell into multiple regions and constructing the hydrogen production efficiency index xLz according to the power data of the electrolytic cell in each region, accurate monitoring of each region is achieved. This helps to timely discover and handle local anomalies and improve the stability and efficiency of the system. The system covers an electrolytic cell monitoring module, an image acquisition module, a sensor acquisition module, an image recognition and analysis module, and a control module. Each module works together to achieve comprehensive monitoring and regulation. By evaluating the performance of the electrolytic cell using the first quality index ZL 1 and the second quality index ZL 2 , the various parameters and indicators in the electrolysis process can be fully understood, which helps to optimize the hydrogen production efficiency. According to the evaluation results and the difference characteristics, the system can match the corresponding control scheme for each region, and construct the control priority to achieve fine control of each region, which improves the hydrogen production efficiency and the overall performance of the system to a certain extent. No harmful gases or emissions are produced during the electrolysis of water to produce hydrogen, which is in line with the concept of environmentally friendly clean energy production and helps to reduce pollution to the environment.

实施例2,本实施例是在实施例1的基础上进行的解释说明,如图1所示,具体的,电解池监控模块包括建立三维模型单元、部署单元和功率采集单元;Example 2, this example is an explanation based on Example 1, as shown in Figure 1, specifically, the electrolytic cell monitoring module includes a three-dimensional model building unit, a deployment unit and a power collection unit;

建立三维模型单元,用于采集电解水制氢、储氢供氢生产线的设计图纸和技术参数;根据设计图纸和技术参数,通过AutoCAD、SolidWorks、Blender或SketchUp三维建模软件,建立生产线三维模型,生产线三维模型中包括电解池、储氢设备、供氢设备、管道、阀门、连接件和支架;建立生产线三维模型后,导出为三维STL、OBJ和STEP格式;Establish a 3D model unit to collect design drawings and technical parameters of the production line for hydrogen production by water electrolysis, hydrogen storage and hydrogen supply; establish a 3D model of the production line based on the design drawings and technical parameters through AutoCAD, SolidWorks, Blender or SketchUp 3D modeling software. The 3D model of the production line includes electrolytic cells, hydrogen storage equipment, hydrogen supply equipment, pipelines, valves, connectors and brackets; after the 3D model of the production line is established, export it to 3D STL, OBJ and STEP formats;

部署单元用于在生产线三维模型中,将若干个电解池分割为p个区域,按照QY1,QY2,QY3,...,QYp对p个区域进行标记;The deployment unit is used to divide a plurality of electrolytic cells into p regions in the three-dimensional model of the production line, and mark the p regions according to QY 1 , QY 2 , QY 3 , ..., QY p ;

在每个区域内安装第一传感器;Installing a first sensor in each zone;

功率采集单元用于通过第一传感器采集获取电解池功率数据;The power collection unit is used to collect and obtain the electrolytic cell power data through the first sensor;

第一传感器包括气体传感器、电流传感器、流量传感器和时间传感器;The first sensor includes a gas sensor, a current sensor, a flow sensor and a time sensor;

通过气体传感器测量获取实际测量得到的电解产氢量Qcl;The actual measured amount of hydrogen produced by electrolysis Qcl is obtained by measuring with a gas sensor;

通过电流传感器测量获取电解池过程中的电解池电流Q;The electrolytic cell current Q in the electrolytic cell process is measured by a current sensor;

通过流量传感器在电解液流动管道中,测量获取静态液流Jtyl;The static liquid flow Jtyl is measured and obtained by using a flow sensor in the electrolyte flow pipeline;

通过时间传感器测量获取静态时间Jtsj。The static time Jtsj is obtained by measuring the time sensor.

本实施例中,通过建立三维模型,将生产线分割成多个区域,并在每个区域内安装第一传感器,可以实现对电解池的精细化监控。这样可以更准确地了解每个区域的工作状态,及时发现异常情况。第一传感器包括气体传感器、电流传感器、流量传感器和时间传感器,采用多种传感器对不同参数进行监测,能够全面了解电解过程中的各项指标,能够全面采集电解池的关键数据,如电解产氢量Qcl、电解池电流Q、静态液流Jtyl和静态时间Jtsj,为后续的监控和分析提供充分的数据支持。通过导出三维模型为常见的STL、OBJ和STEP格式,方便在不同的软件平台中进行使用和分析,提高了数据的可用性和灵活性。采用自动化建模软件建立三维模型,能够提高建模效率和精度,降低建模成本,从而提高了整个监控模块的成本效益。In this embodiment, by establishing a three-dimensional model, dividing the production line into multiple areas, and installing the first sensor in each area, the refined monitoring of the electrolytic cell can be achieved. In this way, the working status of each area can be understood more accurately and abnormal conditions can be discovered in time. The first sensor includes a gas sensor, a current sensor, a flow sensor and a time sensor. A variety of sensors are used to monitor different parameters, which can fully understand the various indicators in the electrolysis process and can fully collect the key data of the electrolytic cell, such as the electrolytic hydrogen production Qcl, the electrolytic cell current Q, the static liquid flow Jtyl and the static time Jtsj, to provide sufficient data support for subsequent monitoring and analysis. By exporting the three-dimensional model to the common STL, OBJ and STEP formats, it is convenient to use and analyze in different software platforms, which improves the availability and flexibility of the data. The use of automated modeling software to establish a three-dimensional model can improve the efficiency and accuracy of modeling, reduce the cost of modeling, and thus improve the cost-effectiveness of the entire monitoring module.

实施例3,本实施例是在实施例1的基础上进行的解释说明,如图1所示,具体的,电解池监控模块包括效率计算单元和筛选单元;Example 3, this example is an explanation based on Example 1, as shown in FIG1 , specifically, the electrolytic cell monitoring module includes an efficiency calculation unit and a screening unit;

效率计算单元用于收集电解池过程中的电解池电流Q、静态液流Jtyl和静态时间Jtsj,无量纲处理后通过以下公式计算获得制氢效率指数xLz:The efficiency calculation unit is used to collect the electrolytic cell current Q, static liquid flow Jtyl and static time Jtsj in the electrolytic cell process, and after dimensionless processing, the hydrogen production efficiency index xLz is calculated by the following formula:

;

;

式中,Qcl表示实际测量得到的电解产氢量,Qth表示理论制氢产量,是根据法拉第定律和反应方程计算得到的在给定电流下,理论上产生的氢气量;In the formula, Qcl represents the actual measured hydrogen production by electrolysis, and Qth represents the theoretical hydrogen production, which is the theoretical amount of hydrogen produced at a given current calculated based on Faraday's law and the reaction equation;

Jtsj表示静态时间,静态时间是电解过程持续的时间,静态液流Jtyl表示电解液在电解池中的流动速率,M表示气体的摩尔质量,摩尔质量的逆被称为摩尔体积,用于气体体积的计算,在此处是制氢的摩尔质量,通过电解的电荷量根据电流和电解时间计算得到;电荷数是电子的数量,设置为1,表示每个电子对应一个电荷,氢气的摩尔数是根据电解产物的化学方程式中的摩尔比获得;Jtsj represents the static time, which is the duration of the electrolysis process. The static liquid flow Jtyl represents the flow rate of the electrolyte in the electrolytic cell. M represents the molar mass of the gas. The inverse of the molar mass is called the molar volume, which is used to calculate the gas volume. Here, it is the molar mass of hydrogen produced. The charge amount through electrolysis is calculated based on the current and electrolysis time. The charge number is the number of electrons. It is set to 1, indicating that each electron corresponds to one charge. The molar number of hydrogen is obtained based on the molar ratio in the chemical equation of the electrolysis product.

筛选单元用于将制氢效率指数xLz与效率阈值Y进行比对,对于制氢效率指数xLz<效率阈值Y的电解池区域,表示制氢效率不合格;对于制氢效率指数xLz≥效率阈值Y的电解池区域,表示制氢效率合格;The screening unit is used to compare the hydrogen production efficiency index xLz with the efficiency threshold Y. For the electrolytic cell region where the hydrogen production efficiency index xLz < the efficiency threshold Y, it indicates that the hydrogen production efficiency is unqualified; for the electrolytic cell region where the hydrogen production efficiency index xLz ≥ the efficiency threshold Y, it indicates that the hydrogen production efficiency is qualified.

将制氢效率指数xLz低于效率阈值Y的区域进行统计,若在总电解池区域里超过30%比率时,表示超过比率,需要对不合格制氢效率的电解池进行进一步分析原因和维护,并发出区域电解池图像采集指令和区域传感器采集指令。The areas where the hydrogen production efficiency index xLz is lower than the efficiency threshold Y are counted. If the ratio exceeds 30% in the total electrolytic cell area, it means that the ratio is exceeded. It is necessary to further analyze the reasons and maintain the electrolytic cells with unqualified hydrogen production efficiency, and issue regional electrolytic cell image acquisition instructions and regional sensor acquisition instructions.

本实施例中,通过效率计算单元,结合电解池电流、静态液流和静态时间参数,计算得到制氢效率指数xLz。这样可以客观评估电解池的制氢效率,为后续的监控和维护提供数据支持。通过筛选单元,将计算得到的制氢效率指数与设定的效率阈值进行比对,自动判断电解池区域的制氢效率是否合格。当效率低于阈值时,表示制氢效率不合格,需要进一步处理。当不合格制氢效率的电解池区域比率超过预设比率时,系统能够及时发出图像采集指令和区域传感器采集指令,对异常区域进行进一步分析和维护。这有助于及时发现并处理制约制氢效率的问题,提高整体生产效率。管理员可以根据实际情况灵活调整不合格效率的阈值和比率,以适应不同的生产需求和条件,提高系统的适用性和灵活性。In this embodiment, the hydrogen production efficiency index xLz is calculated by combining the electrolytic cell current, static liquid flow and static time parameters through the efficiency calculation unit. In this way, the hydrogen production efficiency of the electrolytic cell can be objectively evaluated, and data support can be provided for subsequent monitoring and maintenance. Through the screening unit, the calculated hydrogen production efficiency index is compared with the set efficiency threshold to automatically determine whether the hydrogen production efficiency of the electrolytic cell area is qualified. When the efficiency is lower than the threshold, it means that the hydrogen production efficiency is unqualified and further processing is required. When the ratio of the electrolytic cell area with unqualified hydrogen production efficiency exceeds the preset ratio, the system can promptly issue image acquisition instructions and regional sensor acquisition instructions to further analyze and maintain the abnormal area. This helps to promptly discover and deal with problems that restrict hydrogen production efficiency and improve overall production efficiency. The administrator can flexibly adjust the threshold and ratio of unqualified efficiency according to actual conditions to adapt to different production needs and conditions and improve the applicability and flexibility of the system.

实施例4,本实施例是在实施例1的基础上进行的解释说明,如图1所示,具体的,第一采集模块具体采集的步骤为:Embodiment 4: This embodiment is an explanation based on Embodiment 1. As shown in FIG1 , specifically, the first acquisition module specifically acquires the following steps:

S1、一旦接收到区域电解池图像采集指令,首先确认每个不合格效率区域的区域编号或坐标;S1. Once a regional electrolytic cell image acquisition instruction is received, first confirm the regional number or coordinates of each unqualified efficiency region;

S2、然后使用图像采集设备,对每个不合格效率区域的电解池进行高分辨率拍摄,获取区域电解池图像;S2, then using an image acquisition device to take high-resolution photos of the electrolytic cells in each unqualified efficiency area to obtain regional electrolytic cell images;

S3、对采集到的区域电解池图像进行包括去噪、增强对比度和调整亮度的预处理后,汇总构建区域图像集合。S3. After preprocessing the collected regional electrolytic cell images including denoising, contrast enhancement and brightness adjustment, a regional image set is constructed by aggregation.

本实施例中,第一采集模块能够准确获取每个不合格效率区域的电解池图像,并通过预处理提高图像质量,为后续的图像分析和处理提供了可靠的数据支持。这有助于及时发现异常情况并采取相应的措施,提高了电解池监控模块的有效性和可靠性。In this embodiment, the first acquisition module can accurately obtain the electrolytic cell image of each unqualified efficiency area, and improve the image quality through preprocessing, providing reliable data support for subsequent image analysis and processing. This helps to detect abnormal situations in time and take corresponding measures, thereby improving the effectiveness and reliability of the electrolytic cell monitoring module.

实施例5,本实施例是在实施例1的基础上进行的解释说明,如图1所示,具体的,第二采集模块包括传感器采集单元和第一计算单元;Embodiment 5, this embodiment is an explanation based on embodiment 1, as shown in FIG1 , specifically, the second acquisition module includes a sensor acquisition unit and a first calculation unit;

传感器采集单元用于对不合格效率区域的电解池的参数进行采集,在区域电解池图像采集指令采集完毕后,通过第二传感器采集,获取各个区域内的电解池内温度Jt、压力Jy和搅拌速率Js;The sensor acquisition unit is used to collect the parameters of the electrolytic cell in the unqualified efficiency area. After the regional electrolytic cell image acquisition instruction is completed, the second sensor is used to acquire the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell in each area;

其中第二传感器包括温度传感器、压力传感器和磁性流体传感器;The second sensor includes a temperature sensor, a pressure sensor and a magnetic fluid sensor;

电解池内温度Jt通过温度传感器直接测量获得;The temperature Jt in the electrolytic cell is directly measured by a temperature sensor;

压力Jy通过压力传感器测量获取,表示电解池内部的气体对容器壁施加的压力;The pressure Jy is measured by a pressure sensor and represents the pressure exerted by the gas inside the electrolytic cell on the container wall;

搅拌速率Js通过磁性流体传感器采集电解池内磁性搅拌棒的运动情况获取;The stirring rate Js is obtained by collecting the movement of the magnetic stirring bar in the electrolytic cell through a magnetic fluid sensor;

第一计算单元用于汇聚同一区域同一电解池的电解池内的温度Jt、压力Jy和搅拌速率Js并做线性归一化处理,并将相应的数据值映射在区间[0,1]内,再依据如下公式生成第一质量指数ZL1The first calculation unit is used to collect the temperature Jt, pressure Jy and stirring rate Js in the same electrolytic cell in the same area and perform linear normalization processing, and map the corresponding data values in the interval [0, 1], and then generate the first quality index ZL 1 according to the following formula:

;

其中,为测量电解池温度在各个监测周期内的均值,为测量压力在监测周期内的均值;为测量搅拌速率在监测周期内的均值;α、β和γ为权重系数:0≤β≤1,0≤α≤1,0≤γ≤1,且α+β+γ=1,其中,i=1,2,...,n,n为监测周期内的个数,是大于1的正整数。in, To measure the average value of the electrolytic cell temperature in each monitoring period, It is the average value of the measured pressure during the monitoring period; is the mean value of the stirring rate measured during the monitoring period; α, β and γ are weight coefficients: 0≤β≤1, 0≤α≤1, 0≤γ≤1, and α+β+γ=1, where i=1, 2, ..., n, n is the number in the monitoring period and is a positive integer greater than 1.

本实施例中,传感器采集单元用于对不合格效率区域的电解池参数进行采集。在区域电解池图像采集指令完成后,通过第二传感器采集各个区域内电解池的内部温度Jt、压力Jy和搅拌速率Js参数;第一计算单元对采集到的参数进行处理和综合评估,生成了具有代表性的第一质量指数ZL1,该指数反映了电解池内温度、压力和搅拌速率这些参数的综合情况,可以对电解池的运行状态进行评估和量化。这样的设计能够及时发现电解池内部的异常情况,有助于提高系统的稳定性和效率,确保制氢过程的顺利进行。In this embodiment, the sensor acquisition unit is used to collect the parameters of the electrolytic cell in the unqualified efficiency area. After the regional electrolytic cell image acquisition instruction is completed, the internal temperature Jt, pressure Jy and stirring rate Js parameters of the electrolytic cell in each area are collected by the second sensor; the first calculation unit processes and comprehensively evaluates the collected parameters to generate a representative first quality index ZL 1 , which reflects the comprehensive situation of the parameters such as temperature, pressure and stirring rate in the electrolytic cell, and can evaluate and quantify the operating status of the electrolytic cell. Such a design can promptly detect abnormal conditions inside the electrolytic cell, help improve the stability and efficiency of the system, and ensure the smooth progress of the hydrogen production process.

实施例6,本实施例是在实施例1的基础上进行的解释说明,如图1所示,具体的,图像识别分析模块包括特征提取单元和第二计算单元;Embodiment 6, this embodiment is an explanation based on Embodiment 1, as shown in FIG1 , specifically, the image recognition and analysis module includes a feature extraction unit and a second calculation unit;

特征提取单元用于从区域图像集合的每个电解池图像提取相关特征;The feature extraction unit is used to extract relevant features from each electrolytic cell image of the regional image set;

相关特征包括:Relevant features include:

电解池电极间距J:通过图像处理技术测量电极之间的距离;Electrolytic cell electrode spacing J: The distance between electrodes is measured by image processing technology;

电解池电极表面瑕疵面积X:识别电极表面裂纹、氧化和污垢特征,利用处理算法监测电极表面的缺陷面积;Electrolytic cell electrode surface defect area X: Identify cracks, oxidation and fouling features on the electrode surface, and use processing algorithms to monitor the defect area on the electrode surface;

电池表面积L:通过图像分割技术监测电池边界并计算面积;Battery surface area L: Monitor the battery boundary and calculate the area through image segmentation technology;

电解池内气体泡沫分布情况:通过分析图像技术监测图像中电解池的气体泡沫尺寸c和数量SL,通过以下公式计算获取气体泡沫分布密度Md:Gas foam distribution in the electrolytic cell: The gas foam size c and quantity SL of the electrolytic cell in the image are monitored by image analysis technology, and the gas foam distribution density Md is calculated by the following formula:

;

第二计算单元用于提取电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md,无量纲处理后,通过以下公式生成第二质量指数ZL2The second calculation unit is used to extract the distance between the electrodes of the electrolytic cell J, the surface defect area of the electrodes of the electrolytic cell X, the battery surface area L and the gas foam distribution density Md. After dimensionless processing, the second quality index ZL 2 is generated by the following formula:

;

式中,表示气体泡沫分布密度的非线性效应,而除以为了将其归一化到[0,1]的范围内,公式的含义为,考虑了对循环池质量影响的各个参数,电解池电极间距J和电解池电极表面瑕疵面积X会影响持续反应的效率,而气体泡沫分布密度MD则影响气体释放的速率和持续过程的稳定。In the formula, represents the nonlinear effect of gas foam distribution density, and divided by In order to normalize it to the range of [0, 1], the meaning of the formula is that various parameters affecting the quality of the circulation pool are taken into account. The electrolytic cell electrode spacing J and the electrolytic cell electrode surface defect area X will affect the efficiency of the continuous reaction, while the gas bubble distribution density MD affects the gas release rate and the stability of the continuous process.

本实施例中,通过第二计算单元对提取到的特征进行综合分析和评估,得到了具有代表性的第二质量指数ZL2,该公式综合考虑了电解池的电极间距、电极表面瑕疵、电池表面积和气体泡沫分布密度参数对循环池质量的影响,能够帮助系统实时监测电解池的状态并进行及时调节,从而提高了系统的稳定性和效率,确保了制氢过程的顺利进行。In this embodiment, the second calculation unit performs comprehensive analysis and evaluation on the extracted features to obtain a representative second quality index ZL 2 , which comprehensively considers the effects of the electrode spacing, electrode surface defects, battery surface area and gas foam distribution density parameters of the electrolytic cell on the quality of the circulation cell, and can help the system monitor the status of the electrolytic cell in real time and make timely adjustments, thereby improving the stability and efficiency of the system and ensuring the smooth progress of the hydrogen production process.

实施例7,本实施例是在实施例1的基础上进行的解释说明,如图1所示,具体的,控制模块包括第一评估单元和第二评估单元;Embodiment 7, this embodiment is an explanation based on Embodiment 1, as shown in FIG1 , specifically, the control module includes a first evaluation unit and a second evaluation unit;

第一评估单元用于将第一质量指数ZL1与第一阈值Y1进行对比,获得第一评估结果,包括:The first evaluation unit is used to compare the first quality index ZL 1 with the first threshold Y 1 to obtain a first evaluation result, including:

当第一质量指数ZL1>第一阈值Y1时,则表示电解池内温度Jt、压力Jy和搅拌速率Js存在异常,生成第一不合格标签;When the first quality index ZL 1 > the first threshold Y 1 , it indicates that the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell are abnormal, and a first unqualified label is generated;

当第一质量指数ZL1≤第一阈值Y1时,则表示电解池内温度Jt、压力Jy和搅拌速率Js在合格范围内,生成第一合格标签;When the first quality index ZL 1 ≤ the first threshold Y 1 , it means that the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell are within the qualified range, and a first qualified label is generated;

第二评估单元用于将第二质量指数ZL2与第二阈值Y2进行对比,获得第二评估结果,包括:The second evaluation unit is used to compare the second quality index ZL 2 with the second threshold value Y 2 to obtain a second evaluation result, including:

当第二质量指数ZL2>第二阈值Y2时,则表示电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md存在异常,生成第二不合格标签;When the second quality index ZL 2 > the second threshold value Y 2 , it indicates that there are abnormalities in the electrolytic cell electrode spacing J, the electrolytic cell electrode surface defect area X, the battery surface area L and the gas foam distribution density Md, and a second unqualified label is generated;

当第二质量指数ZL2≤第二阈值Y2时,则表示电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md在正常范围内,生成第二合格标签。When the second quality index ZL 2 ≤ the second threshold value Y 2 , it means that the electrolytic cell electrode spacing J, the electrolytic cell electrode surface defect area X, the battery surface area L and the gas foam distribution density Md are within the normal range, and a second qualified label is generated.

本实施例中,控制模块的第一评估单元和第二评估单元能及时评估电解池的状态,根据评估结果生成相应的标签,有利于系统对异常情况的识别和处理,从而提高了系统的稳定性和效率。In this embodiment, the first evaluation unit and the second evaluation unit of the control module can timely evaluate the state of the electrolytic cell and generate corresponding labels according to the evaluation results, which is beneficial for the system to identify and handle abnormal situations, thereby improving the stability and efficiency of the system.

实施例8,本实施例是在实施例7的基础上进行的解释说明,如图1所示,具体的,控制模块还包括差值计算单元;Embodiment 8, this embodiment is an explanation based on embodiment 7, as shown in FIG1, specifically, the control module further includes a difference calculation unit;

差值计算单元用于提取第一不合格标签和第二不合格标签的第一质量指数ZL1和第二质量指数ZL2,通过以下公式计算获得第一差值D1和第二差值D2The difference calculation unit is used to extract the first quality index ZL 1 and the second quality index ZL 2 of the first unqualified label and the second unqualified label, and obtain the first difference D 1 and the second difference D 2 by the following formula;

.

控制模块还包括优先级单元;The control module also includes a priority unit;

构建各个区域的调控优先级YxJ,具体方式如下:将第一差值D1和第二差值D2做线性归一化处理后,将对应的数据值映射至区间[0,1]内,再依照如下公式计算:The control priority Yx J of each region is constructed as follows: after linear normalization of the first difference D 1 and the second difference D 2 , the corresponding data values are mapped to the interval [0, 1], and then calculated according to the following formula:

;

其中,k为测试时长内区域内电解池产生第一不合格标签的个数,i=1,2,...,k;为设置最大第一差值阈值;D1i为第i个区域电解池产生第一不合格标签的第一差值,D2i为区域电解池产生第二不合格标签的第二差值;m为区域不合格的电解池数量,i=1,2,...,m;为最大第一差值阈值;ε和δ权重系数:0≤ε≤1,0≤δ≤1,且ε+δ=1,权重系数通过层次分析法获取;Wherein, k is the number of first unqualified labels generated by the electrolytic cells in the region within the test duration, i=1, 2, ..., k; is to set the maximum first difference threshold; D 1i is the first difference of the first unqualified label generated by the i-th regional electrolytic cell, D 2i is the second difference of the second unqualified label generated by the regional electrolytic cell; m is the number of unqualified electrolytic cells in the region, i=1, 2, ..., m; is the maximum first difference threshold; ε and δ weight coefficients: 0≤ε≤1, 0≤δ≤1, and ε+δ=1, the weight coefficients are obtained by the hierarchical analysis method;

使用时,根据调控优先级YxJ和预先构建的维护方案库,根据生成策略单元生成相对应策略,并根据调控优先级YxJ由大至小进行顺序优先级控制维护,并在生产线三维模型中进行显著标记。When in use, according to the control priority Yx J and the pre-built maintenance plan library, the corresponding strategy is generated according to the generation strategy unit, and sequential priority control maintenance is performed from large to small according to the control priority Yx J , and is significantly marked in the three-dimensional model of the production line.

本实施例中,第一差值D1 表示电解池内温度、压力和搅拌速率参数与预期值之间的偏差。当第一差值大于零时,表明这些参数中至少有一个不在预期范围内,可能存在异常情况,需要进一步调查和处理。因此,第一差值的有益效果在于及时发现系统运行异常,帮助进行问题定位和解决。第二差值D2则反映了电解池电极间距、电极表面瑕疵面积、电池表面积和气体泡沫分布密度质量指标与预期值之间的偏差。当第二差值超过阈值时,意味着存在电解池质量方面的问题,可能需要调整操作参数或进行维护。因此,第二差值的有益效果在于帮助发现电解池内部问题,从而提高制氢效率和系统稳定性。In this embodiment, the first difference D 1 It represents the deviation between the temperature, pressure and stirring rate parameters in the electrolytic cell and the expected values. When the first difference is greater than zero, it indicates that at least one of these parameters is not within the expected range, and there may be abnormal conditions that require further investigation and processing. Therefore, the beneficial effect of the first difference is to promptly discover system operation abnormalities and help locate and solve problems. The second difference D 2 reflects the deviation between the quality indicators of the electrolytic cell electrode spacing, electrode surface defect area, battery surface area and gas foam distribution density and the expected values. When the second difference exceeds the threshold, it means that there are problems with the quality of the electrolytic cell, and the operating parameters may need to be adjusted or maintained. Therefore, the beneficial effect of the second difference is to help discover problems inside the electrolytic cell, thereby improving hydrogen production efficiency and system stability.

根据调控优先级,可以有序地对各个区域进行控制维护,优先处理调控优先级较高的区域,以确保系统的稳定性和效率。优先级高的区域会更快地被系统关注和处理,确保了对系统运行的重点关注和有效的资源分配。According to the control priority, each area can be controlled and maintained in an orderly manner, and areas with higher control priority can be processed first to ensure the stability and efficiency of the system. Areas with high priority will be paid attention to and processed by the system more quickly, ensuring the focus on system operation and effective resource allocation.

实施例9,本实施例是在实施例8的基础上进行的解释说明,如图1所示,具体的,控制模块还包括生成策略单元;Embodiment 9, this embodiment is explained on the basis of embodiment 8, as shown in FIG1, specifically, the control module further includes a strategy generation unit;

生成策略单元用于将每个区域的第一评估结果和第二评估结果相关联,匹配生成相对应策略,包括:The strategy generation unit is used to associate the first evaluation result and the second evaluation result of each region, and match and generate a corresponding strategy, including:

若第一评估结果为第一合格标签,第二评估结果为第二不合格标签,生成第一策略,包括:维持当前的操作参数不变,此时电解池内的温度、压力和搅拌速率已经在合格范围内,不需要进行调整;特别关注第二评估中标记为异常的指标,并调节电解池电极间距J、对电极表面进行清洁或修复,优化增加电解池的尺寸,并改变气体释放通道位置来调节气体泡沫的分布情况;If the first evaluation result is a first qualified label and the second evaluation result is a second unqualified label, a first strategy is generated, including: maintaining the current operating parameters unchanged, at which time the temperature, pressure and stirring rate in the electrolytic cell are already within the qualified range and do not need to be adjusted; paying special attention to the indicators marked as abnormal in the second evaluation, adjusting the electrolytic cell electrode spacing J, cleaning or repairing the electrode surface, optimizing and increasing the size of the electrolytic cell, and changing the position of the gas release channel to adjust the distribution of gas bubbles;

若第一评估结果为第一不合格标签,第二评估结果为第二合格标签,生成第二策略,针对第一不合格标签中电解池内温度Jt、压力Jy和搅拌速率Js进行调节和优化,直至调节到指标合格范围内;If the first evaluation result is a first unqualified label and the second evaluation result is a second qualified label, a second strategy is generated to adjust and optimize the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell of the first unqualified label until they are adjusted to within the qualified index range;

若第一评估结果为第一不合格标签,第二评估结果为第二不合格标签,生成第三策略,对电解池内温度Jt、压力Jy和搅拌速率Js、并调节电解池电极间距J、对电极表面进行清洁或修复,优化增加电解池的尺寸,并改变气体释放通道位置来调节气体泡沫的分布情况。If the first evaluation result is the first unqualified label and the second evaluation result is the second unqualified label, a third strategy is generated to adjust the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell, adjust the electrode spacing J of the electrolytic cell, clean or repair the electrode surface, optimize and increase the size of the electrolytic cell, and change the position of the gas release channel to adjust the distribution of gas bubbles.

本实施例中,这些策略的实施有利于及时调整电解池系统的运行状态,提高制氢效率,确保系统稳定性和可靠性,从而促进生产线的持续运行和产能的提升。In this embodiment, the implementation of these strategies is conducive to timely adjusting the operating status of the electrolytic cell system, improving hydrogen production efficiency, ensuring system stability and reliability, and thus promoting the continuous operation of the production line and the improvement of production capacity.

Claims (10)

1.电解水制氢储氢供氢系统运行控制系统,其特征在于,包括:1. The operation control system of the hydrogen production, storage and supply system of water electrolysis is characterized by comprising: 电解池监控模块,用于将若干个电解池分割为若干个区域,依据各个区域内的电解池功率数据构建制氢效率指数xLz,并以此从各个区域中筛选出不合格效率区域,若不合格效率区域的比率超过预期,对不合格效率区域发出区域电解池图像采集指令和区域传感器采集指令;The electrolytic cell monitoring module is used to divide several electrolytic cells into several areas, construct a hydrogen production efficiency index xLz based on the electrolytic cell power data in each area, and use this to screen out unqualified efficiency areas from each area. If the ratio of unqualified efficiency areas exceeds expectations, a regional electrolytic cell image acquisition instruction and a regional sensor acquisition instruction are issued to the unqualified efficiency areas; 第一采集模块,用于接收区域电解池图像采集指令,对各个不合格效率区域内的电解池进行图像采集,并对采集到的区域电解池图像做预处理后,汇总构建区域图像集合;The first acquisition module is used to receive the regional electrolytic cell image acquisition instruction, acquire images of the electrolytic cells in each unqualified efficiency area, and after pre-processing the acquired regional electrolytic cell images, summarize and construct a regional image set; 第二采集模块,用于接收区域传感器采集指令,通过第二传感器采集,获取各个区域内的电解池内温度Jt、压力Jy和搅拌速率Js,构建第一质量指数ZL1The second acquisition module is used to receive the regional sensor acquisition instruction, acquire the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell in each area through the second sensor acquisition, and construct the first quality index ZL 1 ; 图像识别分析模块,通过识别获取的区域图像集合中的电解池电极间距J,电解池电极表面瑕疵面积X、电池表面积L和电解池内气体泡沫分布情况,构建第二质量指数ZL2The image recognition and analysis module constructs a second quality index ZL 2 by identifying the distance J between the electrodes of the electrolytic cell, the surface defect area X of the electrodes of the electrolytic cell, the battery surface area L, and the distribution of gas bubbles in the electrolytic cell in the acquired regional image set; 控制模块,根据第一质量指数ZL1和第二质量指数ZL2分别进行评估,并获取相应的差值特征,根据差值特征,为各个区域匹配出对应的区域控制方案;并构建调控优先级YxJ,以此对各个区域进行调控。The control module evaluates the first quality index ZL 1 and the second quality index ZL 2 respectively, obtains corresponding difference features, matches corresponding regional control schemes for each region according to the difference features, and constructs a control priority Yx J to control each region. 2.根据权利要求1所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述电解池监控模块包括建立三维模型单元、部署单元和功率采集单元;2. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 1, characterized in that: the electrolytic cell monitoring module includes a three-dimensional model building unit, a deployment unit and a power collection unit; 建立三维模型单元,用于采集电解水制氢、储氢供氢生产线的设计图纸和技术参数;根据设计图纸和技术参数,通过AutoCAD、SolidWorks、Blender或SketchUp三维建模软件,建立生产线三维模型,生产线三维模型中包括电解池、储氢设备、供氢设备、管道、阀门、连接件和支架;建立生产线三维模型后,导出为三维STL、OBJ和STEP格式;Establish a 3D model unit to collect design drawings and technical parameters of the production line for hydrogen production by water electrolysis, hydrogen storage and hydrogen supply; establish a 3D model of the production line based on the design drawings and technical parameters through AutoCAD, SolidWorks, Blender or SketchUp 3D modeling software. The 3D model of the production line includes electrolytic cells, hydrogen storage equipment, hydrogen supply equipment, pipelines, valves, connectors and brackets; after the 3D model of the production line is established, export it to 3D STL, OBJ and STEP formats; 部署单元用于在生产线三维模型中,将若干个电解池分割为p个区域,按照QY1,QY2,QY3,...,QYp对p个区域进行标记;The deployment unit is used to divide a plurality of electrolytic cells into p regions in the three-dimensional model of the production line, and mark the p regions according to QY 1 , QY 2 , QY 3 , ..., QY p ; 在每个区域内安装第一传感器;Installing a first sensor in each zone; 功率采集单元用于通过第一传感器采集获取电解池功率数据;The power collection unit is used to collect and obtain the electrolytic cell power data through the first sensor; 第一传感器包括气体传感器、电流传感器、流量传感器和时间传感器;The first sensor includes a gas sensor, a current sensor, a flow sensor and a time sensor; 通过气体传感器测量获取实际测量得到的电解产氢量Qcl;The actual measured amount of hydrogen produced by electrolysis Qcl is obtained by measuring with a gas sensor; 通过电流传感器测量获取电解池过程中的电解池电流Q;The electrolytic cell current Q in the electrolytic cell process is measured by a current sensor; 通过流量传感器在电解液流动管道中,测量获取静态液流Jtyl;The static liquid flow Jtyl is measured and obtained by using a flow sensor in the electrolyte flow pipeline; 通过时间传感器测量获取静态时间Jtsj。The static time Jtsj is obtained by measuring the time sensor. 3.根据权利要求1所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述电解池监控模块包括效率计算单元和筛选单元;3. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 1, characterized in that: the electrolytic cell monitoring module includes an efficiency calculation unit and a screening unit; 效率计算单元用于收集电解池过程中的电解池电流Q、静态液流Jtyl和静态时间Jtsj,无量纲处理后通过以下公式计算获得制氢效率指数xLz:The efficiency calculation unit is used to collect the electrolytic cell current Q, static liquid flow Jtyl and static time Jtsj in the electrolytic cell process, and after dimensionless processing, the hydrogen production efficiency index xLz is calculated by the following formula: ; ; 式中,Qcl表示实际测量得到的电解产氢量,Qth表示理论制氢产量,是根据法拉第定律和反应方程计算得到的在给定电流下,理论上产生的氢气量;In the formula, Qcl represents the actual measured hydrogen production by electrolysis, and Qth represents the theoretical hydrogen production, which is the theoretical amount of hydrogen produced at a given current calculated based on Faraday's law and the reaction equation; Jtsj表示静态时间,静态时间是电解过程持续的时间,静态液流Jtyl表示电解液在电解池中的流动速率,M表示气体的摩尔质量,摩尔质量的逆被称为摩尔体积,用于气体体积的计算,在此处是制氢的摩尔质量,通过电解的电荷量根据电流和电解时间计算得到;电荷数是电子的数量,设置为1,表示每个电子对应一个电荷,氢气的摩尔数是根据电解产物的化学方程式中的摩尔比获得;Jtsj represents the static time, which is the duration of the electrolysis process. The static liquid flow Jtyl represents the flow rate of the electrolyte in the electrolytic cell. M represents the molar mass of the gas. The inverse of the molar mass is called the molar volume, which is used to calculate the gas volume. Here, it is the molar mass of hydrogen produced. The charge amount through electrolysis is calculated based on the current and electrolysis time. The charge number is the number of electrons. It is set to 1, indicating that each electron corresponds to one charge. The molar number of hydrogen is obtained based on the molar ratio in the chemical equation of the electrolysis product. 筛选单元用于将制氢效率指数xLz与效率阈值Y进行比对,对于制氢效率指数xLz<效率阈值Y的电解池区域,表示制氢效率不合格;对于制氢效率指数xLz≥效率阈值Y的电解池区域,表示制氢效率合格;The screening unit is used to compare the hydrogen production efficiency index xLz with the efficiency threshold Y. For the electrolytic cell region where the hydrogen production efficiency index xLz < the efficiency threshold Y, it indicates that the hydrogen production efficiency is unqualified; for the electrolytic cell region where the hydrogen production efficiency index xLz ≥ the efficiency threshold Y, it indicates that the hydrogen production efficiency is qualified. 将制氢效率指数xLz低于效率阈值Y的区域进行统计,若在总电解池区域里超过30%比率时,表示超过比率,需要对不合格制氢效率的电解池进行进一步分析原因和维护,并发出区域电解池图像采集指令和区域传感器采集指令。The areas where the hydrogen production efficiency index xLz is lower than the efficiency threshold Y are counted. If the ratio exceeds 30% in the total electrolytic cell area, it means that the ratio is exceeded. It is necessary to further analyze the reasons and maintain the electrolytic cells with unqualified hydrogen production efficiency, and issue regional electrolytic cell image acquisition instructions and regional sensor acquisition instructions. 4.根据权利要求1所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述第一采集模块具体采集的步骤为:4. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 1, characterized in that: the specific collection steps of the first collection module are: S1、一旦接收到区域电解池图像采集指令,首先确认每个不合格效率区域的区域编号或坐标;S1. Once a regional electrolytic cell image acquisition instruction is received, first confirm the regional number or coordinates of each unqualified efficiency region; S2、然后使用图像采集设备,对每个不合格效率区域的电解池进行高分辨率拍摄,获取区域电解池图像;S2, then using an image acquisition device to take high-resolution photos of the electrolytic cells in each unqualified efficiency area to obtain regional electrolytic cell images; S3、对采集到的区域电解池图像进行包括去噪、增强对比度和调整亮度的预处理后,汇总构建区域图像集合。S3. After preprocessing the collected regional electrolytic cell images including denoising, contrast enhancement and brightness adjustment, a regional image set is constructed by aggregation. 5.根据权利要求1所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述第二采集模块包括传感器采集单元和第一计算单元;5. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 1, characterized in that: the second acquisition module includes a sensor acquisition unit and a first calculation unit; 传感器采集单元用于对不合格效率区域的电解池的参数进行采集,在区域电解池图像采集指令采集完毕后,通过第二传感器采集,获取各个区域内的电解池内温度Jt、压力Jy和搅拌速率Js;The sensor acquisition unit is used to collect the parameters of the electrolytic cell in the unqualified efficiency area. After the regional electrolytic cell image acquisition instruction is completed, the second sensor is used to acquire the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell in each area; 其中第二传感器包括温度传感器、压力传感器和磁性流体传感器;The second sensor includes a temperature sensor, a pressure sensor and a magnetic fluid sensor; 电解池内温度Jt通过温度传感器直接测量获得;The temperature Jt in the electrolytic cell is directly measured by a temperature sensor; 压力Jy通过压力传感器测量获取,表示电解池内部的气体对容器壁施加的压力;The pressure Jy is measured by a pressure sensor and represents the pressure exerted by the gas inside the electrolytic cell on the container wall; 搅拌速率Js通过磁性流体传感器采集电解池内磁性搅拌棒的运动情况获取;The stirring rate Js is obtained by collecting the movement of the magnetic stirring bar in the electrolytic cell through a magnetic fluid sensor; 第一计算单元用于汇聚同一区域同一电解池的电解池内的温度Jt、压力Jy和搅拌速率Js并做线性归一化处理,并将相应的数据值映射在区间[0,1]内,再依据如下公式生成第一质量指数ZL1The first calculation unit is used to collect the temperature Jt, pressure Jy and stirring rate Js in the same electrolytic cell in the same area and perform linear normalization processing, and map the corresponding data values in the interval [0, 1], and then generate the first quality index ZL 1 according to the following formula: ; 其中,为测量电解池温度在各个监测周期内的均值,为测量压力在监测周期内的均值;为测量搅拌速率在监测周期内的均值;α、β和γ为权重系数:0≤β≤1,0≤α≤1,0≤γ≤1,且α+β+γ=1,其中,i=1,2,...,n,n为监测周期内的个数,是大于1的正整数。in, To measure the average value of the electrolytic cell temperature in each monitoring period, It is the average value of the measured pressure during the monitoring period; is the mean value of the stirring rate measured during the monitoring period; α, β and γ are weight coefficients: 0≤β≤1, 0≤α≤1, 0≤γ≤1, and α+β+γ=1, where i=1, 2, ..., n, n is the number in the monitoring period and is a positive integer greater than 1. 6.根据权利要求1所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述图像识别分析模块包括特征提取单元和第二计算单元;6. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 1, characterized in that: the image recognition and analysis module includes a feature extraction unit and a second calculation unit; 特征提取单元用于从区域图像集合的每个电解池图像提取相关特征;The feature extraction unit is used to extract relevant features from each electrolytic cell image of the regional image set; 相关特征包括:Relevant features include: 电解池电极间距J:通过图像处理技术测量电极之间的距离;Electrolytic cell electrode spacing J: The distance between electrodes is measured by image processing technology; 电解池电极表面瑕疵面积X:识别电极表面裂纹、氧化和污垢特征,利用处理算法监测电极表面的缺陷面积;Electrolytic cell electrode surface defect area X: Identify cracks, oxidation and fouling features on the electrode surface, and use processing algorithms to monitor the defect area on the electrode surface; 电池表面积L:通过图像分割技术监测电池边界并计算面积;Battery surface area L: Monitor the battery boundary and calculate the area through image segmentation technology; 电解池内气体泡沫分布情况:通过分析图像技术监测图像中电解池的气体泡沫尺寸c和数量SL,通过以下公式计算获取气体泡沫分布密度Md:Gas foam distribution in the electrolytic cell: The gas foam size c and quantity SL of the electrolytic cell in the image are monitored by image analysis technology, and the gas foam distribution density Md is calculated by the following formula: ; 第二计算单元用于提取电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md,无量纲处理后,通过以下公式生成第二质量指数ZL2The second calculation unit is used to extract the distance between the electrodes of the electrolytic cell J, the surface defect area of the electrodes of the electrolytic cell X, the battery surface area L and the gas foam distribution density Md. After dimensionless processing, the second quality index ZL 2 is generated by the following formula: ; 式中,表示气体泡沫分布密度的非线性效应,而除以为了将其归一化到[0,1]的范围内,公式的含义为,考虑了对循环池质量影响的各个参数,电解池电极间距J和电解池电极表面瑕疵面积X会影响持续反应的效率,而气体泡沫分布密度MD则影响气体释放的速率和持续过程的稳定。In the formula, represents the nonlinear effect of gas foam distribution density, and divided by In order to normalize it to the range of [0, 1], the meaning of the formula is that various parameters affecting the quality of the circulation pool are taken into account. The electrolytic cell electrode spacing J and the electrolytic cell electrode surface defect area X will affect the efficiency of the continuous reaction, while the gas bubble distribution density MD affects the gas release rate and the stability of the continuous process. 7.根据权利要求1所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述控制模块包括第一评估单元和第二评估单元;7. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 1, characterized in that: the control module includes a first evaluation unit and a second evaluation unit; 第一评估单元用于将第一质量指数ZL1与第一阈值Y1进行对比,获得第一评估结果,包括:The first evaluation unit is used to compare the first quality index ZL 1 with the first threshold Y 1 to obtain a first evaluation result, including: 当第一质量指数ZL1>第一阈值Y1时,则表示电解池内温度Jt、压力Jy和搅拌速率Js存在异常,生成第一不合格标签;When the first quality index ZL 1 > the first threshold Y 1 , it indicates that the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell are abnormal, and a first unqualified label is generated; 当第一质量指数ZL1≤第一阈值Y1时,则表示电解池内温度Jt、压力Jy和搅拌速率Js在合格范围内,生成第一合格标签;When the first quality index ZL 1 ≤ the first threshold Y 1 , it means that the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell are within the qualified range, and a first qualified label is generated; 第二评估单元用于将第二质量指数ZL2与第二阈值Y2进行对比,获得第二评估结果,包括:The second evaluation unit is used to compare the second quality index ZL 2 with the second threshold value Y 2 to obtain a second evaluation result, including: 当第二质量指数ZL2>第二阈值Y2时,则表示电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md存在异常,生成第二不合格标签;When the second quality index ZL 2 > the second threshold value Y 2 , it indicates that there are abnormalities in the electrolytic cell electrode spacing J, the electrolytic cell electrode surface defect area X, the battery surface area L and the gas foam distribution density Md, and a second unqualified label is generated; 当第二质量指数ZL2≤第二阈值Y2时,则表示电解池电极间距J、电解池电极表面瑕疵面积X、电池表面积L和气体泡沫分布密度Md在正常范围内,生成第二合格标签。When the second quality index ZL 2 ≤ the second threshold value Y 2 , it means that the electrolytic cell electrode spacing J, the electrolytic cell electrode surface defect area X, the battery surface area L and the gas foam distribution density Md are within the normal range, and a second qualified label is generated. 8.根据权利要求7所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述控制模块还包括差值计算单元;8. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 7, characterized in that: the control module also includes a difference calculation unit; 差值计算单元用于提取第一不合格标签和第二不合格标签的第一质量指数ZL1和第二质量指数ZL2,通过以下公式计算获得第一差值D1和第二差值D2The difference calculation unit is used to extract the first quality index ZL 1 and the second quality index ZL 2 of the first unqualified label and the second unqualified label, and obtain the first difference D 1 and the second difference D 2 by the following formula; . 9.根据权利要求7所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述控制模块还包括生成策略单元;9. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 7, characterized in that: the control module also includes a generation strategy unit; 生成策略单元用于将每个区域的第一评估结果和第二评估结果相关联,匹配生成相对应策略,包括:The strategy generation unit is used to associate the first evaluation result and the second evaluation result of each region, and match and generate a corresponding strategy, including: 若第一评估结果为第一合格标签,第二评估结果为第二不合格标签,生成第一策略,包括:维持当前的操作参数不变,此时电解池内的温度、压力和搅拌速率已经在合格范围内,不需要进行调整;特别关注第二评估中标记为异常的指标,并调节电解池电极间距J、对电极表面进行清洁或修复,优化增加电解池的尺寸,并改变气体释放通道位置来调节气体泡沫的分布情况;If the first evaluation result is a first qualified label and the second evaluation result is a second unqualified label, a first strategy is generated, including: maintaining the current operating parameters unchanged, at which time the temperature, pressure and stirring rate in the electrolytic cell are already within the qualified range and do not need to be adjusted; paying special attention to the indicators marked as abnormal in the second evaluation, adjusting the electrolytic cell electrode spacing J, cleaning or repairing the electrode surface, optimizing and increasing the size of the electrolytic cell, and changing the position of the gas release channel to adjust the distribution of gas bubbles; 若第一评估结果为第一不合格标签,第二评估结果为第二合格标签,生成第二策略,针对第一不合格标签中电解池内温度Jt、压力Jy和搅拌速率Js进行调节和优化,直至调节到指标合格范围内;If the first evaluation result is a first unqualified label and the second evaluation result is a second qualified label, a second strategy is generated to adjust and optimize the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell of the first unqualified label until they are adjusted to within the qualified index range; 若第一评估结果为第一不合格标签,第二评估结果为第二不合格标签,生成第三策略,对电解池内温度Jt、压力Jy和搅拌速率Js、并调节电解池电极间距J、对电极表面进行清洁或修复,优化增加电解池的尺寸,并改变气体释放通道位置来调节气体泡沫的分布情况。If the first evaluation result is the first unqualified label and the second evaluation result is the second unqualified label, a third strategy is generated to adjust the temperature Jt, pressure Jy and stirring rate Js in the electrolytic cell, adjust the electrode spacing J of the electrolytic cell, clean or repair the electrode surface, optimize and increase the size of the electrolytic cell, and change the position of the gas release channel to adjust the distribution of gas bubbles. 10.根据权利要求8所述的电解水制氢储氢供氢系统运行控制系统,其特征在于:所述控制模块还包括优先级单元;10. The operation control system of the water electrolysis hydrogen production, storage and supply system according to claim 8, characterized in that: the control module also includes a priority unit; 构建各个区域的调控优先级YxJ,具体方式如下:将第一差值D1和第二差值D2做线性归一化处理后,将对应的数据值映射至区间[0,1]内,再依照如下公式计算:The control priority Yx J of each region is constructed as follows: after linear normalization of the first difference D 1 and the second difference D 2 , the corresponding data values are mapped to the interval [0, 1], and then calculated according to the following formula: ; 其中,k为测试时长内区域内电解池产生第一不合格标签的个数,i=1,2,...,k;为设置最大第一差值阈值;D1i为第i个区域电解池产生第一不合格标签的第一差值,D2i为区域电解池产生第二不合格标签的第二差值;m为区域不合格的电解池数量,i=1,2,...,m;为最大第一差值阈值;ε和δ权重系数:0≤ε≤1,0≤δ≤1,且ε+δ=1,权重系数通过层次分析法获取;Wherein, k is the number of first unqualified labels generated by the electrolytic cells in the region within the test duration, i=1, 2, ..., k; is to set the maximum first difference threshold; D 1i is the first difference of the first unqualified label generated by the i-th regional electrolytic cell, D 2i is the second difference of the second unqualified label generated by the regional electrolytic cell; m is the number of unqualified electrolytic cells in the region, i=1, 2, ..., m; is the maximum first difference threshold; ε and δ weight coefficients: 0≤ε≤1, 0≤δ≤1, and ε+δ=1, the weight coefficients are obtained by the hierarchical analysis method; 使用时,根据调控优先级YxJ和预先构建的维护方案库,根据生成策略单元生成相对应策略,并根据调控优先级YxJ由大至小进行顺序优先级控制维护,并在生产线三维模型中进行显著标记。When in use, according to the control priority Yx J and the pre-built maintenance plan library, the corresponding strategy is generated according to the generation strategy unit, and sequential priority control maintenance is performed from large to small according to the control priority Yx J , and is significantly marked in the three-dimensional model of the production line.
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN119465296A (en) * 2024-12-13 2025-02-18 南京大全中科氢能源科技有限公司 AEM water electrolysis hydrogen production process monitoring method and system

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