技术领域Technical Field
本发明属于电缆领域，涉及仓储智能管理技术，具体是基于人工智能的电缆配盘原料仓储智能管理系统。The present invention belongs to the field of cables and relates to intelligent warehouse management technology, and specifically to an intelligent warehouse management system for cable tray raw materials based on artificial intelligence.
背景技术Background technique
电缆是连接两个设备传输电信号的组件，由两条或更多的导线粘合、扭曲或编织在一起形成，电缆的用途广泛并且每个用途都需特制，它的功能大至传输电能、电信号和实现电磁能转换的线材产品，电力缆通常由传输电力或电信号的缆芯和起到保护、绝缘作用的护套组成，而电缆配盘是指将不同类型和规格的电缆按照一定的布局和连接方式进行组织和配线。而电缆配盘的繁多，因此常使用仓储智能管理系统来对电缆配盘的原料进行存储以及管理。Cable is a component that connects two devices to transmit electrical signals. It is formed by bonding, twisting or braiding two or more wires together. Cables have a wide range of uses and each use requires special manufacture. Its functions range from transmitting electrical energy, electrical signals and realizing electromagnetic energy conversion. Power cables are usually composed of a cable core that transmits power or electrical signals and a sheath that protects and insulates. Cable trays refer to the organization and wiring of cables of different types and specifications according to a certain layout and connection method. There are many types of cable trays, so intelligent warehouse management systems are often used to store and manage the raw materials of cable trays.
现有技术中，在当前阶段中电缆配盘生产原料的仓储管理通常以简易程序或者人为记录为主，以上方式无法智能化识别和精准识别原料仓库内电缆配盘所需生产原料是否充足，同时的，简易程序或者人为也无法合理选择电缆配盘生产原料的采购途径；In the prior art, at the current stage, the storage management of cable tray production raw materials is usually based on simple procedures or manual records. The above methods cannot intelligently identify and accurately identify whether the raw materials required for the cable tray production in the raw material warehouse are sufficient. At the same time, simple procedures or manual work cannot reasonably select the procurement channels for the cable tray production raw materials;
为此，我们提出基于人工智能的电缆配盘原料仓储智能管理系统。To this end, we propose an intelligent management system for cable tray raw material storage based on artificial intelligence.
发明内容Summary of the invention
本发明的目的在于：提出基于人工智能的电缆配盘原料仓储智能管理系统，以解决上述背景技术中提出的在当前阶段中电缆配盘生产原料的仓储管理通常以简易程序或者人为记录为主，简易程序或者人为记录无法智能化识别和精准识别原料仓库内电缆配盘所需生产原料是否充足，同时的，简易程序或者人为也无法合理选择电缆配盘生产原料的采购途径的问题。The purpose of the present invention is to propose an intelligent management system for cable tray raw material storage based on artificial intelligence, so as to solve the problem raised in the above background technology that in the current stage, the storage management of cable tray production raw materials is usually based on simple procedures or manual records, and the simple procedures or manual records cannot intelligently and accurately identify whether the raw materials required for the cable tray production in the raw material warehouse are sufficient. At the same time, the simple procedures or manual records cannot reasonably select the procurement channels for the raw materials for the cable tray production.
为了实现上述目的，本发明采用了如下技术方案：In order to achieve the above object, the present invention adopts the following technical solutions:
基于人工智能的电缆配盘原料仓储智能管理系统，包括服务器、数据库、输入终端、型号判别模块、数据采集模块、初步分析模块、原料分析模块以及综合采购模块，所述数据采集模块连接有原料仓库，所述原料仓库用于存储不同型号的电缆配盘的生产原料；The cable tray raw material storage intelligent management system based on artificial intelligence includes a server, a database, an input terminal, a model identification module, a data acquisition module, a preliminary analysis module, a raw material analysis module and a comprehensive procurement module. The data acquisition module is connected to a raw material warehouse, and the raw material warehouse is used to store the production raw materials of different types of cable trays;
所述输入终端用于输入目标电缆配盘的生产型号，并将目标电缆配盘的生产型号发送至型号判别模块；所述数据库用于存储不同预设型号的电缆配盘的生产原料表；所述型号判别模块用于判别输入终端输入的目标电缆配盘的生产型号，判别得到目标电缆配盘对应预设生产信息发送至初步分析模块和原料分析模块；The input terminal is used to input the production model of the target cable tray, and send the production model of the target cable tray to the model identification module; the database is used to store the production material table of cable trays of different preset models; the model identification module is used to identify the production model of the target cable tray input by the input terminal, and send the preset production information corresponding to the target cable tray to the preliminary analysis module and the raw material analysis module;
所述数据采集模块用于实时获取原料仓库内目标电缆配盘对应生产原料的原料质量，并将对应生产原料的原料质量发送至初步分析模块；所述初步分析模块用于对原料仓库内目标电缆配盘对应生产原料进行初步分析，若分析生成仓储补充信号，则初步分析模块将仓储补充信号发送至服务器，所述服务器依据仓储补充信号生成采集指令加载至数据采集模块；The data acquisition module is used to obtain the raw material quality of the target cable tray corresponding to the production raw materials in the raw material warehouse in real time, and send the raw material quality of the corresponding production raw materials to the preliminary analysis module; the preliminary analysis module is used to perform preliminary analysis on the production raw materials corresponding to the target cable tray in the raw material warehouse, and if the analysis generates a storage replenishment signal, the preliminary analysis module sends the storage replenishment signal to the server, and the server generates a collection instruction based on the storage replenishment signal and loads it into the data acquisition module;
所述数据采集模块还用于获取目标电缆配盘在过去不同时长内的制造量，并将目标电缆配盘在过去不同时长内的制造量发送至原料分析模块；所述原料分析模块用于对原料仓库内目标电缆配盘的生产原料进行分析，若分析得到质量差值，则所述原料分析模块将待采购原料的质量差值发送至综合采购模块；The data acquisition module is also used to obtain the manufacturing volume of the target cable tray at different time periods in the past, and send the manufacturing volume of the target cable tray at different time periods in the past to the raw material analysis module; the raw material analysis module is used to analyze the production raw materials of the target cable tray in the raw material warehouse, and if the quality difference is obtained by the analysis, the raw material analysis module sends the quality difference of the raw materials to be purchased to the comprehensive procurement module;
所述数据库用于存储不同生产原料的供应商的供应数据，并将供应数据发送至综合采购模块；所述综合采购模块用于选取目标电缆配盘对应生产原料的供应商，选取得到待采购原料的目标供应商发送至服务器，服务器依据质量差值采购对应质量的生产原料。The database is used to store the supply data of suppliers of different production materials, and send the supply data to the comprehensive procurement module; the comprehensive procurement module is used to select the supplier of production materials corresponding to the target cable distribution tray, and the target supplier of the raw materials to be purchased is selected and sent to the server, and the server purchases the production materials of corresponding quality according to the quality difference.
进一步地，电缆原料表包括不同电缆配盘的预设生产信息，预设生产信息为制造预设型号的电缆配盘所需要的生产原料以及生产原料之间的质量比。Furthermore, the cable raw material table includes preset production information of different cable trays, and the preset production information is the production raw materials required to manufacture the preset model of cable trays and the mass ratio between the production raw materials.
进一步地，所述型号判别模块的判别过程具体如下：Furthermore, the identification process of the model identification module is as follows:
将目标电缆配盘的生产型号与数据库存储电缆配盘的预设型号进行配对；Matching the production model of the target cable distribution tray with the preset model of the cable distribution tray stored in the database;
若未配对成功，则不进行任何操作；If pairing is not successful, no operation will be performed;
若配对成功，则依据预设型号得到目标电缆配盘对应的预设生产信息。If the pairing is successful, the preset production information corresponding to the target cable distribution panel is obtained according to the preset model.
进一步地，所述初步分析模块的初步分析过程具体如下：Furthermore, the preliminary analysis process of the preliminary analysis module is as follows:
获取原料仓库内目标电缆配盘对应生产原料的原料质量；Obtain the raw material quality of the target cable tray corresponding to the production raw materials in the raw material warehouse;
将电缆配盘对应生产原料的原料质量与对应的原料库存告警量进行比对；Compare the raw material quality of the corresponding production raw materials of the cable tray with the corresponding raw material inventory alarm quantity;
若目标电缆配盘对应生产原料的原料质量均大于对应原料库存告警量，则不进行任何操作；If the raw material quality of the target cable distribution tray corresponding to the production raw material is greater than the corresponding raw material inventory alarm quantity, no operation will be performed;
若目标电缆配盘中任一生产原料的原料质量小于等于原料库存告警量，则生成仓储补充信号。If the raw material quality of any production raw material in the target cable distribution tray is less than or equal to the raw material inventory alarm quantity, a storage replenishment signal is generated.
进一步地，所述原料分析模块的分析过程具体如下：Furthermore, the analysis process of the raw material analysis module is as follows:
分别获取目标电缆配盘在过去不同时长内的制造量；Obtain the manufacturing volume of the target cable distribution tray in different time periods in the past respectively;
计算原料分析时长内目标电缆配盘的预估制造量；Calculate the estimated manufacturing volume of the target cable tray within the raw material analysis time;
获取目标电缆配盘对应生产原料之间的质量比；Obtain the mass ratio between the production raw materials corresponding to the target cable tray;
通过预估制造量乘以目标电缆配盘对应生产原料之间的质量比，计算得到原料分析时长内目标电缆配盘所需的生产原料的预估原料质量。By multiplying the estimated manufacturing volume by the mass ratio between the corresponding production raw materials of the target cable tray, the estimated raw material mass required for the production raw materials of the target cable tray within the raw material analysis time is calculated.
进一步地，所述原料分析模块的分析过程还包括：Furthermore, the analysis process of the raw material analysis module also includes:
获取原料仓库中目标电缆配盘对应生产原料的原料质量；Obtain the raw material quality of the target cable tray corresponding to the production raw materials in the raw material warehouse;
若目标电缆配盘对应预估原料质量均小于等于原料质量，则目标电缆配盘对应种类的生产原料不执行采购操作；If the estimated raw material quality corresponding to the target cable tray is less than or equal to the raw material quality, the purchase operation of the production raw materials of the corresponding type of the target cable tray will not be performed;
若目标电缆配盘中任一预估原料质量大于原料质量，则通过预估原料质量减去原料质量得到在原料分析时长内目标电缆配盘对应生产原料的质量差值，同时将目标电缆配盘中对应生产原料标定为待采购原料。If the mass of any estimated raw material in the target cable tray is greater than the raw material mass, the mass difference of the corresponding production raw material in the target cable tray within the raw material analysis time is obtained by subtracting the raw material mass from the estimated raw material mass, and the corresponding production raw material in the target cable tray is marked as the raw material to be purchased.
进一步地，原料分析时长由过去不同时长相加求和取均值所得来。Furthermore, the raw material analysis duration is obtained by adding up different durations in the past and taking the average value.
进一步地，供应数据包括供应商所出售生产原料的原料单价和原料当前在售量、供应商与原料仓库之间的运输距离和供应商的违约次数。Furthermore, the supply data includes the unit price of the raw materials sold by the supplier and the current sales volume of the raw materials, the transportation distance between the supplier and the raw material warehouse, and the number of defaults of the supplier.
进一步地，所述综合采购模块的工作过程具体如下：Furthermore, the working process of the comprehensive procurement module is as follows:
依据待采购原料从数据库得到可选的供应商；Obtaining optional suppliers from the database based on the raw materials to be purchased;
而后获取待采购原料的质量差值，若供应商的原料当前在售量小于待采购原料的质量差值，则不进行任何操作；Then, the quality difference of the raw materials to be purchased is obtained. If the current sales volume of the raw materials of the supplier is less than the quality difference of the raw materials to be purchased, no operation is performed;
若供应商的原料当前在售量大于等于待采购原料的质量差值则进入下一步骤；If the current sales volume of the supplier's raw materials is greater than or equal to the quality difference of the raw materials to be purchased, proceed to the next step;
获取供应商对应生产原料的原料单价和违约次数，以及供应商与原料仓库之间的运输距离；Obtain the raw material unit price and number of defaults of the supplier's corresponding production raw materials, as well as the transportation distance between the supplier and the raw material warehouse;
计算供应商的采购优先值；Calculate the supplier's purchasing priority value;
选择采购优先值最大的供应商作为待采购原料的目标供应商。Select the supplier with the largest purchase priority value as the target supplier of the raw materials to be purchased.
第二方面，本发明的技术方案还提供一种基于人工智能的电缆生产原料仓储智能管理方法，方法如下步骤：In a second aspect, the technical solution of the present invention further provides an intelligent management method for cable production raw material storage based on artificial intelligence, the method comprising the following steps:
步骤S101，输入终端输入目标电缆配盘的生产型号并发送至型号判别模块，型号判别模块对目标电缆配盘的生产型号进行判别，判别得到目标电缆配盘对应预设生产信息并发送至初步分析模块和原料分析模块；Step S101, the input terminal inputs the production model of the target cable tray and sends it to the model identification module, the model identification module identifies the production model of the target cable tray, obtains the preset production information corresponding to the target cable tray and sends it to the preliminary analysis module and the raw material analysis module;
步骤S102，数据采集模块实时获取原料仓库内目标电缆配盘对应生产原料的原料质量并发送至初步分析模块，初步分析模块对原料仓库内目标电缆配盘对应生产原料进行初步分析；Step S102, the data acquisition module obtains the raw material quality of the target cable tray corresponding to the production raw material in the raw material warehouse in real time and sends it to the preliminary analysis module, and the preliminary analysis module performs preliminary analysis on the production raw material corresponding to the target cable tray in the raw material warehouse;
步骤S103，若分析生成仓储补充信号则发送至服务器，服务器依据仓储补充信号生成采集指令加载至数据采集模块，数据采集模块还获取目标电缆配盘在过去不同时长内的制造量并发送至原料分析模块；Step S103: if the analysis generates a storage replenishment signal, it is sent to the server. The server generates a collection instruction based on the storage replenishment signal and loads it into the data collection module. The data collection module also obtains the manufacturing volume of the target cable distribution tray in different time periods in the past and sends it to the raw material analysis module.
步骤S104，原料分析模块对原料仓库内目标电缆配盘的生产原料进行分析，若分析得到待采购原料的质量差值则原料分析模块将其发送至综合采购模块；Step S104, the raw material analysis module analyzes the production raw materials of the target cable tray in the raw material warehouse, and if the quality difference of the raw materials to be purchased is obtained through the analysis, the raw material analysis module sends it to the comprehensive procurement module;
步骤S105，综合采购模块选取目标电缆配盘对应生产原料的供应商，选取得到待采购原料的目标供应商发送至服务器，服务器依据质量差值采购对应质量的生产原料。Step S105, the comprehensive procurement module selects the supplier of the production materials corresponding to the target cable tray, selects the target supplier of the raw materials to be purchased and sends them to the server, and the server purchases the production materials of corresponding quality according to the quality difference.
综上所述，由于采用了上述技术方案，本发明的有益效果是：In summary, due to the adoption of the above technical solution, the beneficial effects of the present invention are:
本发明通过型号判别模块对目标电缆配盘的生产型号进行判别，判别得到目标电缆配盘对应预设生产信息并发送至初步分析模块和原料分析模块，而后利用初步分析模块对原料仓库内目标电缆配盘对应生产原料进行初步分析，若分析生成仓储补充信号则获取目标电缆配盘在过去不同时长内的制造量并发送至原料分析模块，并利用原料分析模块对原料仓库内目标电缆配盘的生产原料进行分析，若分析得到待采购原料的质量差值则发送至综合采购模块，最终通过综合采购模块选取目标电缆配盘对应生产原料的供应商，本发明不仅能够精准判定原料仓库内电缆配盘所需生产原料是否充足，同时还能够合理化的去选择电缆配盘生产原料的采购途径。The present invention discriminates the production model of the target cable tray through the model discrimination module, obtains the preset production information corresponding to the target cable tray and sends it to the preliminary analysis module and the raw material analysis module, and then uses the preliminary analysis module to perform preliminary analysis on the production raw materials corresponding to the target cable tray in the raw material warehouse. If the analysis generates a storage replenishment signal, the manufacturing volume of the target cable tray in different time periods in the past is obtained and sent to the raw material analysis module, and the raw material analysis module is used to analyze the production raw materials of the target cable tray in the raw material warehouse. If the quality difference of the raw materials to be purchased is obtained through the analysis, it is sent to the comprehensive procurement module. Finally, the supplier of the production raw materials corresponding to the target cable tray is selected through the comprehensive procurement module. The present invention can not only accurately determine whether the production raw materials required for the cable tray in the raw material warehouse are sufficient, but also can rationally select the procurement channels for the production raw materials of the cable tray.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
为了便于本领域技术人员理解，下面结合附图对本发明作进一步的说明。In order to facilitate understanding by those skilled in the art, the present invention is further described below with reference to the accompanying drawings.
图1为本发明的整体系统框图；FIG1 is a block diagram of the overall system of the present invention;
图2为本发明的方法工作流程图。FIG. 2 is a flowchart of the method of the present invention.
具体实施方式Detailed ways
下面将结合实施例对本发明的技术方案进行清楚、完整地描述，显然，所描述的实施例仅仅是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其它实施例，都属于本发明保护的范围。The technical scheme of the present invention will be clearly and completely described below in conjunction with the embodiments. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.
实施例Example
请参阅图1所示，本发明提供一种技术方案：基于人工智能的电缆配盘原料仓储智能管理系统，包括服务器、数据库、输入终端、型号判别模块、数据采集模块、初步分析模块、原料分析模块以及综合采购模块，系统还连接有原料仓库，所述原料仓库用于存储不同型号的电缆配盘的生产原料；Please refer to FIG1 , the present invention provides a technical solution: an intelligent management system for cable tray raw material storage based on artificial intelligence, including a server, a database, an input terminal, a model identification module, a data acquisition module, a preliminary analysis module, a raw material analysis module and a comprehensive procurement module, and the system is also connected to a raw material warehouse, and the raw material warehouse is used to store the production raw materials of different types of cable trays;
在本实施例中，所述输入终端用于输入目标电缆配盘的生产型号，并将目标电缆配盘的生产型号发送至型号判别模块，具体的，输入终端具体可以为移动设备或PC设备；In this embodiment, the input terminal is used to input the production model of the target cable distribution tray, and send the production model of the target cable distribution tray to the model identification module. Specifically, the input terminal can be a mobile device or a PC device;
所述数据库与型号判别模块相连接，所述数据库用于存储不同预设型号的电缆配盘的生产原料表，电缆原料表具体包括不同电缆配盘的预设生产信息，预设生产信息具体为制造一个对应预设型号的电缆配盘所需要生产原料以及生产原料之间的质量比；The database is connected to the model identification module, and the database is used to store a production material table of cable trays of different preset models, wherein the cable material table specifically includes preset production information of different cable trays, and the preset production information specifically includes the production materials required to manufacture a cable tray of a corresponding preset model and the mass ratio between the production materials;
需要具体说明的是，生产原料表如下表所示：It should be specifically noted that the production raw materials table is as follows:
例如，生产第一型号的电缆配盘需要A型号原料、B型号原料和C型号原料，其中所需A型号原料、B型号原料和C型号原料的质量比为1：2：3，生产第二型号的电缆配盘需要A型号原料、B型号原料和D型号原料，其中所需A型号原料、B型号原料和D型号原料的质量比为1：2：2，生产第三型号的电缆配盘需要A型号原料、B型号原料、C型号原料以及D型号原料，其中所需A型号原料、B型号原料、C型号原料以及D型号原料的质量比为1：2：1：4；For example, the production of the first type of cable tray requires type A raw materials, type B raw materials and type C raw materials, wherein the mass ratio of type A raw materials, type B raw materials and type C raw materials is 1:2:3; the production of the second type of cable tray requires type A raw materials, type B raw materials and type D raw materials, wherein the mass ratio of type A raw materials, type B raw materials and type D raw materials is 1:2:2; the production of the third type of cable tray requires type A raw materials, type B raw materials, type C raw materials and type D raw materials, wherein the mass ratio of type A raw materials, type B raw materials, type C raw materials and type D raw materials is 1:2:1:4;
在本实施例中，所述型号判别模块用于判别输入终端输入的目标电缆配盘的生产型号，判别过程具体如下：In this embodiment, the model identification module is used to identify the production model of the target cable distribution tray input by the input terminal, and the identification process is as follows:
将目标电缆配盘的生产型号与数据库存储电缆配盘的预设型号进行配对；其中，配对为现有技术，在此不做过多陈述；The production model of the target cable distribution tray is matched with the preset model of the cable distribution tray stored in the database; wherein the matching is a prior art and will not be described in detail here;
若未配对成功，则不进行任何操作；If pairing is not successful, no operation will be performed;
若配对成功，则依据预设型号得到目标电缆配盘对应的预设生产信息；If the pairing is successful, the preset production information corresponding to the target cable distribution panel is obtained according to the preset model;
所述型号判别模块将目标电缆配盘对应预设生产信息发送至初步分析模块和原料分析模块；The model identification module sends the preset production information corresponding to the target cable distribution tray to the preliminary analysis module and the raw material analysis module;
所述数据采集模块用于实时获取原料仓库内目标电缆配盘对应生产原料的原料质量，并将对应生产原料的原料质量发送至初步分析模块；所述初步分析模块用于对原料仓库内目标电缆配盘对应生产原料进行初步分析，初步分析过程具体如下：The data acquisition module is used to obtain the raw material quality of the target cable tray corresponding to the production raw materials in the raw material warehouse in real time, and send the raw material quality of the corresponding production raw materials to the preliminary analysis module; the preliminary analysis module is used to perform preliminary analysis on the production raw materials corresponding to the target cable tray in the raw material warehouse, and the preliminary analysis process is as follows:
获取原料仓库内目标电缆配盘对应生产原料的原料质量；Obtain the raw material quality of the target cable tray corresponding to the production raw materials in the raw material warehouse;
将电缆配盘对应生产原料的原料质量与对应的原料库存告警量进行比对；Compare the raw material quality of the corresponding production raw materials of the cable tray with the corresponding raw material inventory alarm quantity;
若目标电缆配盘对应生产原料的原料质量均大于对应原料库存告警量，则不进行任何操作，认定原料仓库内的库存充足；If the raw material quality of the target cable distribution tray corresponding to the production raw material is greater than the corresponding raw material inventory alarm quantity, no operation is performed and it is determined that the inventory in the raw material warehouse is sufficient;
若目标电缆配盘中任一生产原料的原料质量小于等于原料库存告警量，则生成仓储补充信号，认定对应生产原料库存不足，需要进行补货；If the quality of any raw material in the target cable distribution tray is less than or equal to the raw material inventory alarm quantity, a storage replenishment signal is generated, indicating that the corresponding production raw material inventory is insufficient and needs to be replenished;
若生成仓储补充信号，则所述初步分析模块将仓储补充信号发送至服务器，所述服务器依据仓储补充信号生成采集指令加载至数据采集模块；If a storage replenishment signal is generated, the preliminary analysis module sends the storage replenishment signal to the server, and the server generates a collection instruction based on the storage replenishment signal and loads it into the data collection module;
当数据采集模块接收到采集指令后，所述数据采集模块还用于获取目标电缆配盘在过去t1时长、t2时长和t3时长内的制造量，例如，t1的时长为10天，t2的时长为15天，t3的时长为20天；When the data acquisition module receives the acquisition instruction, the data acquisition module is also used to obtain the manufacturing volume of the target cable distribution panel in the past t1, t2 and t3. For example, the duration of t1 is 10 days, the duration of t2 is 15 days, and the duration of t3 is 20 days;
所述数据采集模块将目标电缆配盘在t1时长、t2时长和t3时长内的制造量发送至原料分析模块；所述原料分析模块用于对原料仓库内目标电缆配盘的生产原料进行分析，分析的过程具体如下：The data acquisition module sends the manufacturing volume of the target cable tray within the time length t1, t2 and t3 to the raw material analysis module; the raw material analysis module is used to analyze the production raw materials of the target cable tray in the raw material warehouse, and the analysis process is as follows:
分别获取目标电缆配盘在过去t1时长、t2时长和t3时长内的制造量，并将制造量依次记为ZZL1、ZZL2和ZZL3；Obtain the manufacturing volume of the target cable distribution panel in the past time t1, time t2 and time t3 respectively, and record the manufacturing volume as ZZL1, ZZL2 and ZZL3 respectively;
通过公式计算得到原料分析时长内目标电缆配盘的预估制造量ZZL0，公式具体如下：The estimated manufacturing volume ZZL0 of the target cable tray within the raw material analysis period is calculated by the formula, and the specific formula is as follows:
，式中，原料分析时长由时长t1、t2和t3相加求和取均值所得来，同时原料分析时长也可以预先设定为一周、一个月等； , where the raw material analysis time is obtained by adding the time t1, t2 and t3 and taking the average value. At the same time, the raw material analysis time can also be preset to one week, one month, etc.;
获取目标电缆配盘对应生产原料之间的质量比，并将质量比记为α1：α2：……：αn，其中n为目标电缆配盘对应生产原料的编号；Obtain the mass ratio between the production raw materials corresponding to the target cable tray, and record the mass ratio as α1:α2:...:αn, where n is the number of the production raw material corresponding to the target cable tray;
通过预估制造量乘以目标电缆配盘对应生产原料之间的质量比，计算得到原料分析时长内目标电缆配盘所需的生产原料的预估原料质量，例如α1×ZZL0代表第一种生产原料的预估原料质量，α2×ZZL0代表第二种生产原料的预估原料质量……；By multiplying the estimated manufacturing volume by the mass ratio between the corresponding production raw materials of the target cable tray, the estimated raw material mass of the production raw materials required for the target cable tray within the raw material analysis time is calculated, for example, α1×ZZL0 represents the estimated raw material mass of the first production raw material, α2×ZZL0 represents the estimated raw material mass of the second production raw material, etc.;
获取原料仓库中目标电缆配盘对应生产原料的原料质量；Obtain the raw material quality of the target cable tray corresponding to the production raw materials in the raw material warehouse;
若目标电缆配盘对应预估原料质量均小于等于原料质量，则目标电缆配盘对应种类的生产原料不执行采购操作；If the estimated raw material quality corresponding to the target cable tray is less than or equal to the raw material quality, the purchase operation of the production raw materials of the corresponding type of the target cable tray will not be performed;
若目标电缆配盘中任一预估原料质量大于原料质量，则通过预估原料质量减去原料质量得到在原料分析时长内目标电缆配盘对应生产原料的质量差值，同时将目标电缆配盘中对应生产原料标定为待采购原料；If the mass of any estimated raw material in the target cable tray is greater than the raw material mass, the mass difference of the corresponding production raw material in the target cable tray within the raw material analysis time is obtained by subtracting the raw material mass from the estimated raw material mass, and the corresponding production raw material in the target cable tray is marked as the raw material to be purchased;
上述分析过程中，若分析得到质量差值，则所述原料分析模块将待采购原料的质量差值发送至综合采购模块；In the above analysis process, if the quality difference is obtained through analysis, the raw material analysis module sends the quality difference of the raw materials to be purchased to the comprehensive procurement module;
数据库与综合采购模块相连接，所述数据库用于存储不同生产原料的供应商的供应数据，并将供应数据发送至综合采购模块，供应数据包括供应商所出售生产原料的原料单价和原料当前在售量、供应商与原料仓库之间的运输距离和供应商的违约次数；在本发明中原料单价为每吨生产原料的价格，供应商的与原料仓库之间的运输距离指驾车行驶距离而非直线距离，供应商的违约次数指供应商在进行生产原料的配送时，逾期一天以上的次数；所述综合采购模块用于选取目标电缆配盘对应生产原料的供应商，选取过程具体如下：The database is connected to the comprehensive procurement module, and the database is used to store the supply data of suppliers of different production materials, and send the supply data to the comprehensive procurement module, the supply data includes the unit price of the production materials sold by the supplier and the current sales volume of the raw materials, the transportation distance between the supplier and the raw material warehouse, and the number of supplier defaults; in the present invention, the unit price of the raw materials is the price per ton of production materials, the transportation distance between the supplier and the raw material warehouse refers to the driving distance rather than the straight-line distance, and the number of supplier defaults refers to the number of times the supplier is overdue for more than one day when distributing production materials; the comprehensive procurement module is used to select the supplier of production materials corresponding to the target cable distribution tray, and the selection process is as follows:
依据待采购原料从数据库得到可选的供应商，需要说明的是，可选的供应商指的是该供应商出售的生产原料可以用于生产目标电缆配盘；Obtaining optional suppliers from the database based on the raw materials to be purchased. It should be noted that the optional supplier refers to the production raw materials sold by the supplier that can be used to produce the target cable distribution tray;
而后获取待采购原料的质量差值，若供应商的原料当前在售量大于等于待采购原料的质量差值则进入下一步骤，若供应商的原料当前在售量小于待采购原料的质量差值，则不进行任何操作；Then, the quality difference of the raw materials to be purchased is obtained. If the current sales volume of the raw materials of the supplier is greater than or equal to the quality difference of the raw materials to be purchased, the next step is entered. If the current sales volume of the raw materials of the supplier is less than the quality difference of the raw materials to be purchased, no operation is performed;
获取供应商对应生产原料的原料单价YDJ和违约次数WY，以及供应商与原料仓库之间的运输距离YSJ；Obtain the raw material unit price YDJ and the number of breaches WY of the supplier's corresponding production raw materials, as well as the transportation distance YSJ between the supplier and the raw material warehouse;
通过公式计算供应商的采购优先值CGY，公式具体如下：The supplier's purchasing priority value CGY is calculated by the formula, which is as follows:
，式中e为自然常数，B1、B2和B3均为大于0的比例系数，e 为自然常数； , where e is a natural constant, B1, B2 and B3 are all proportional coefficients greater than 0, and e is a natural constant;
选择采购优先值最大的供应商作为待采购原料的目标供应商；Select the supplier with the largest purchase priority value as the target supplier of the raw materials to be purchased;
所述综合采购模块将待采购原料的目标供应商发送至服务器，所述服务器依据质量差值采购对应质量的生产原料，实际的，向目标供应商发送生产原料的订单，目标供应商依据订单派送对应的生产原料至原料仓库即可；The comprehensive procurement module sends the target supplier of the raw materials to be purchased to the server, and the server purchases the production raw materials of corresponding quality according to the quality difference. In practice, an order for the production raw materials is sent to the target supplier, and the target supplier dispatches the corresponding production raw materials to the raw material warehouse according to the order;
由于本实施例采用了上述技术方案，使得可以通过型号判别模块对目标电缆配盘的生产型号进行判别，判别得到目标电缆配盘对应预设生产信息并发送至初步分析模块和原料分析模块，而后利用初步分析模块对原料仓库内目标电缆配盘对应生产原料进行初步分析，若分析生成仓储补充信号则获取目标电缆配盘在过去不同时长内的制造量并发送至原料分析模块，并利用原料分析模块对原料仓库内目标电缆配盘的生产原料进行分析，若分析得到待采购原料的质量差值则发送至综合采购模块，最终通过综合采购模块选取目标电缆配盘对应生产原料的供应商；Since the present embodiment adopts the above technical solution, the production model of the target cable tray can be identified by the model identification module, and the preset production information corresponding to the target cable tray is obtained and sent to the preliminary analysis module and the raw material analysis module. Then, the preliminary analysis module is used to perform a preliminary analysis on the production raw materials corresponding to the target cable tray in the raw material warehouse. If the analysis generates a storage replenishment signal, the manufacturing volume of the target cable tray in different time periods in the past is obtained and sent to the raw material analysis module. The raw material analysis module is used to analyze the production raw materials of the target cable tray in the raw material warehouse. If the quality difference of the raw materials to be purchased is obtained by the analysis, it is sent to the comprehensive procurement module. Finally, the supplier of the production raw materials corresponding to the target cable tray is selected through the comprehensive procurement module.
在本申请中，若出现相应的计算公式，则上述计算公式均是去量纲取其数值计算，公式中存在的权重系数、比例系数等系数，其设置的大小是为了将各个参数进行量化得到的一个结果值，关于权重系数和比例系数的大小，只要不影响参数与结果值的比例关系即可。In this application, if corresponding calculation formulas appear, the above calculation formulas are all dimensionless and take their numerical calculations. The weight coefficients, proportional coefficients and other coefficients in the formulas are set to a result value obtained by quantifying each parameter. The size of the weight coefficient and the proportional coefficient can be determined as long as it does not affect the proportional relationship between the parameter and the result value.
实施例Example
请参阅图2所示，基于同一发明的又一构思，本发明还提出一种基于人工智能的电缆生产原料仓储智能管理方法，方法如下步骤：Referring to FIG. 2 , based on another concept of the same invention, the present invention further proposes an intelligent management method for cable production raw material storage based on artificial intelligence, the method comprising the following steps:
步骤S101，输入终端输入目标电缆配盘的生产型号并发送至型号判别模块，型号判别模块对目标电缆配盘的生产型号进行判别，判别得到目标电缆配盘对应预设生产信息并发送至初步分析模块和原料分析模块；Step S101, the input terminal inputs the production model of the target cable tray and sends it to the model identification module, the model identification module identifies the production model of the target cable tray, obtains the preset production information corresponding to the target cable tray and sends it to the preliminary analysis module and the raw material analysis module;
步骤S102，数据采集模块实时获取原料仓库内目标电缆配盘对应生产原料的原料质量并发送至初步分析模块，初步分析模块对原料仓库内目标电缆配盘对应生产原料进行初步分析；Step S102, the data acquisition module obtains the raw material quality of the target cable tray corresponding to the production raw material in the raw material warehouse in real time and sends it to the preliminary analysis module, and the preliminary analysis module performs preliminary analysis on the production raw material corresponding to the target cable tray in the raw material warehouse;
步骤S103，若分析生成仓储补充信号则发送至服务器，服务器依据仓储补充信号生成采集指令加载至数据采集模块，数据采集模块还获取目标电缆配盘在过去不同时长内的制造量并发送至原料分析模块；Step S103: if the analysis generates a storage replenishment signal, it is sent to the server. The server generates a collection instruction based on the storage replenishment signal and loads it into the data collection module. The data collection module also obtains the manufacturing volume of the target cable distribution tray in different time periods in the past and sends it to the raw material analysis module.
步骤S104，原料分析模块对原料仓库内目标电缆配盘的生产原料进行分析，若分析得到待采购原料的质量差值则原料分析模块将其发送至综合采购模块；Step S104, the raw material analysis module analyzes the production raw materials of the target cable tray in the raw material warehouse, and if the quality difference of the raw materials to be purchased is obtained through the analysis, the raw material analysis module sends it to the comprehensive procurement module;
步骤S105，综合采购模块选取目标电缆配盘对应生产原料的供应商，选取得到待采购原料的目标供应商发送至服务器，服务器依据质量差值采购对应质量的生产原料。Step S105, the comprehensive procurement module selects the supplier of the production materials corresponding to the target cable tray, selects the target supplier of the raw materials to be purchased and sends them to the server, and the server purchases the production materials of corresponding quality according to the quality difference.
以上公开的本发明优选实施例只是用于帮助阐述本发明。优选实施例并没有详尽叙述所有的细节，也不限制该发明仅为的具体实施方式。显然，根据本说明书的内容，可作很多的修改和变化。本说明书选取并具体描述这些实施例，是为了更好地解释本发明的原理和实际应用，从而使所属技术领域技术人员能很好地理解和利用本发明。本发明仅受权利要求书及其全部范围和等效物的限制。The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202410476298.7ACN118333519B (en) | 2024-04-19 | 2024-04-19 | Cable distribution plate raw material storage intelligent management system based on artificial intelligence |
| Application Number | Priority Date | Filing Date | Title |
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| CN202410476298.7ACN118333519B (en) | 2024-04-19 | 2024-04-19 | Cable distribution plate raw material storage intelligent management system based on artificial intelligence |
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| CN202410476298.7AActiveCN118333519B (en) | 2024-04-19 | 2024-04-19 | Cable distribution plate raw material storage intelligent management system based on artificial intelligence |
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