CN114708005A - Wine product grading traceability management system based on data analysis - Google Patents
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Abstract
The invention discloses a wine product grading traceability management system based on data analysis, which relates to the technical field of grading traceability management and solves the technical problems that wine products cannot be subjected to grading data analysis and collection and the circulation of the wine products cannot be guaranteed in the prior art; whether the production process of the analysis object is qualified or not is judged, the production data of the analysis object can be acquired when the production process is qualified, and the production data is used as a traceability basis, so that the quality qualification of the analysis object is improved, and the traceability accuracy of the analysis object is enhanced; and judging whether the transportation of the analysis object is qualified or not, thereby ensuring the qualification of the analysis object in the transportation process and improving the product quality of the analysis object.
Description
Technical Field
The invention relates to the technical field of graded traceability management, in particular to a wine product graded traceability management system based on data analysis.
Background
The tracing technology has three general types: one is RFID wireless radio frequency technology, a label with a chip is additionally attached to a product package, relevant information can be automatically acquired and read when the product enters and exits a warehouse and is transported, and the flow direction of the product can be recorded on the chip; one is the two-dimensional code, a consumer can inquire related information of a product only by shooting the two-dimensional code through a mobile phone with a camera, inquired records are reserved in the system, and a short message can be directly sent to the consumer once the product needs to be recalled, so that accurate recall is realized; and the other is the bar code added with the product batch information (such as production date, production time, batch number and the like), and the production cost of the production enterprises is not increased basically by adopting the method.
However, in the prior art, the wine products cannot be subjected to hierarchical data analysis and collection, and the circulation of the wine products cannot be guaranteed to be qualified, and meanwhile, the accurate tracing cannot be performed in the circulation process, so that the circulation stability of the wine products is unqualified.
In view of the above technical drawbacks, a solution is proposed.
Disclosure of Invention
The invention aims to solve the problems, the wine product grading traceability management system based on data analysis is provided, wine products are subjected to grading analysis, data of each link of the wine products are obtained through the grading analysis of the wine products, a traceability chain is constructed according to the data, and the accuracy of grading traceability of the wine products is improved; whether the production process of the analysis object is qualified or not is judged, the production data of the analysis object can be acquired when the production process is qualified, and the production data is used as a traceability basis, so that the quality qualification of the analysis object is improved, and the traceability accuracy of the analysis object is enhanced; whether the transportation of the analysis object is qualified is judged, so that the qualification of the analysis object in the transportation process is guaranteed, the product quality of the analysis object is improved, meanwhile, after the transportation is guaranteed to be qualified, the transportation data of the analysis object are collected, the corresponding transportation data serve as a source tracing basis, and the comprehensiveness and the accuracy of the source tracing are improved.
The purpose of the invention can be realized by the following technical scheme:
wine product classification traceability management system based on data analysis, including the management and control server, mark wine product as analysis object, the management and control server includes:
the production analysis unit is used for carrying out production analysis on the analysis object, judging whether the production process of the analysis object is qualified or not, generating a production analysis abnormal signal and a production analysis normal signal through the production analysis, and sending the production analysis abnormal signal and the production analysis normal signal to the management and control server, and after receiving the production analysis normal signal, the management and control server carries out production data acquisition on the corresponding analysis object;
the transportation analysis unit is used for analyzing transportation of the corresponding analysis object after production is completed, judging whether the transportation of the analysis object is qualified or not, generating a transportation analysis abnormal signal and a transportation analysis normal signal through transportation analysis, and sending the transportation analysis abnormal signal and the transportation analysis normal signal to the control server, wherein the control server collects transportation data of the corresponding analysis object after receiving the transportation analysis normal signal;
the sales analysis unit is used for analyzing sales of the corresponding analysis object, judging whether the sales of the analysis object has risks or not, generating a sales analysis abnormal signal and a sales analysis normal signal through sales analysis, and sending the sales analysis abnormal signal and the sales analysis normal signal to the control server, and the control server collects sales data of the corresponding analysis object after receiving the sales analysis normal signal;
the traceability chain analysis unit is used for constructing a traceability data chain by taking the production data, the transportation data and the sales data as subdata, and performing accurate grading traceability according to the real-time links of an analysis object, wherein the links are divided into a production link, a transportation link and a sales link; and when the link is abnormal, performing corresponding data tracing on the current link and the historical link of the current link.
As a preferred embodiment of the present invention, the production data includes a production date, a production process type, a production process time, and a production environment parameter of the analysis target; the transportation data comprises a transportation time period, a transportation mode and transportation personnel of the analysis object; the sales data includes the number of sales of the analysis object, the time of sales, and the name of the sales buyer.
As a preferred embodiment of the present invention, the operation of the production analysis unit is as follows:
acquiring a maximum temperature fluctuation value in the production process of an analysis object and an average environmental humidity in the production process, and comparing the maximum temperature fluctuation value with a temperature fluctuation value threshold value and an average environmental humidity threshold value range respectively:
if the maximum temperature floating value in the production process of the analysis object exceeds the temperature floating value threshold value or the average environmental humidity in the production process is not in the average environmental humidity threshold value range, judging that the production process analysis of the corresponding analysis object is unqualified, generating a production analysis abnormal signal and sending the production analysis abnormal signal to a control server;
and if the maximum temperature floating value in the production process of the analysis object does not exceed the temperature floating value threshold value and the average environmental humidity in the production process is within the average environmental humidity threshold value range, judging that the production process of the corresponding analysis object is qualified, generating a normal production analysis signal and sending the normal production analysis signal to the control server.
As a preferred embodiment of the present invention, the operation of the transport analysis unit is as follows:
acquiring a difference value between actual transportation time consumption and predicted transportation time consumption of the analysis object and a transportation damage rate of the analysis object, and comparing the difference value with a time consumption difference threshold value and a transportation damage rate threshold value respectively:
if the difference value between the actual transportation time consumption and the estimated transportation time consumption of the analysis object exceeds the time consumption difference value threshold value, or the transportation damage rate of the analysis object exceeds the transportation damage rate threshold value, determining that the transportation analysis of the corresponding analysis object is unqualified, generating a transportation analysis abnormal signal and sending the transportation analysis abnormal signal to the control server;
if the difference value between the actual transportation time consumption and the expected transportation time consumption of the analysis object does not exceed the time consumption difference value threshold value, and the transportation damage rate of the analysis object does not exceed the transportation damage rate threshold value, the transportation analysis of the corresponding analysis object is judged to be qualified, a transportation analysis normal signal is generated, and the transportation analysis normal signal is sent to the control server.
As a preferred embodiment of the present invention, the sales analysis unit operates as follows:
the method comprises the following steps of collecting the shortest interval duration of continuous sale of an analysis object after transportation and the maximum sale quantity growth value of the corresponding analysis object, respectively marking the shortest interval duration and the maximum sale quantity growth value as the shortest interval duration and the maximum sale quantity growth value, and respectively comparing the shortest interval duration and the maximum sale quantity growth value with a shortest interval duration threshold value and a maximum sale quantity growth value threshold value:
if the shortest interval duration does not exceed the shortest interval duration threshold or the maximum sales volume increase value exceeds the maximum sales volume increase value threshold, judging that the sales analysis of the analysis object is unqualified, generating a sales analysis abnormal signal and sending the sales analysis abnormal signal to a management and control server; and if the shortest interval duration exceeds the shortest interval duration threshold and the maximum sales volume increase value does not exceed the maximum sales volume increase value threshold, judging that the sales analysis of the analysis object is qualified, generating a sales analysis normal signal and sending the sales analysis normal signal to the management and control server.
Compared with the prior art, the invention has the beneficial effects that:
according to the method, wine products are subjected to grading analysis, data of each link of the wine products are obtained through the grading analysis of the wine products, and a traceability chain is constructed according to the data, so that the grading traceability accuracy of the wine products is improved; judging whether the production process of the analysis object is qualified or not, acquiring production data of the analysis object when the production process is qualified, and enhancing the traceability accuracy of the analysis object while improving the quality qualification of the analysis object by using the production data as a traceability basis; whether the transportation of the analysis object is qualified or not is judged, so that the qualification of the analysis object in the transportation process is ensured, the product quality of the analysis object is improved, meanwhile, after the transportation is ensured to be qualified, the transportation data of the analysis object is collected, the corresponding transportation data is used as a source tracing basis, and the comprehensiveness and the accuracy of the source tracing are improved; and judging whether the sale of the analysis object has risks or not, ensuring the sale qualification of the analysis object, and acquiring the sale data of the analysis object after ensuring the sale.
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In order to facilitate understanding for those skilled in the art, the present invention will be further described with reference to the accompanying drawings.
FIG. 1 is a schematic block diagram of a wine product grading traceability management system based on data analysis according to the present invention.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the following embodiments, and it should be understood that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, the wine product grading traceability management system based on data analysis comprises a control server, wherein the control server is in communication connection with a production analysis unit, a transportation analysis unit, a sales analysis unit and a traceability chain analysis unit, and the control server is in bidirectional communication connection with the production analysis unit, the transportation analysis unit, the sales analysis unit and the traceability chain analysis unit;
the management and control server is used for carrying out grading analysis on the wine products, acquiring data of each link of the wine products through the grading analysis of the wine products, and constructing a traceability chain according to the data, so that the grading traceability accuracy of the wine products is improved;
the method comprises the steps that a management and control server marks wine products as analysis objects, sets a mark i as a natural number larger than 1, generates production analysis signals and sends the production analysis signals to a production analysis unit, the production analysis unit carries out production analysis on the analysis objects after receiving the production analysis signals, and judges whether the production process of the analysis objects is qualified or not, the production analysis objects are subjected to production data acquisition when the production process is qualified, and the production data is used as a source tracing basis, so that the quality qualification of the analysis objects is improved, and the source tracing accuracy of the analysis objects is enhanced;
acquiring a maximum temperature floating value in the production process of the analysis object and an average environmental humidity in the production process, and comparing the maximum temperature floating value in the production process of the analysis object and the average environmental humidity in the production process with a temperature floating value threshold value and an average environmental humidity threshold value range respectively: in the application, the qualified temperature floating range and humidity range exist in the production process of various wines, and the qualified temperature floating range and humidity range can be used as the corresponding temperature floating value threshold and humidity threshold; the corresponding threshold range is also in actual production, and the threshold is manually set by technicians in the field according to actual production requirements;
if the maximum temperature floating value in the production process of the analysis object exceeds the temperature floating value threshold value or the average environmental humidity in the production process is not in the average environmental humidity threshold value range, judging that the production process analysis of the corresponding analysis object is unqualified, generating a production analysis abnormal signal and sending the production analysis abnormal signal to a control server, and after receiving the production analysis abnormal signal, the control server controls the production environment of the corresponding analysis object;
if the maximum temperature floating value in the production process of the analysis object does not exceed the temperature floating value threshold value and the average environmental humidity in the production process is within the average environmental humidity threshold value range, judging that the production process of the corresponding analysis object is qualified, generating a production analysis normal signal and sending the production analysis normal signal to the control server; after receiving the normal production analysis signal, the management and control server acquires production data of a corresponding analysis object, wherein the production data comprises the production date, the production process type, the production process time and the production environment parameters of the analysis object;
the management and control server generates a transportation analysis signal and sends the transportation analysis signal to the transportation analysis unit, the transportation analysis unit analyzes transportation of a corresponding analysis object after production is completed after receiving the transportation analysis signal, and whether the transportation of the analysis object is qualified or not is judged, so that the qualification of the analysis object in the transportation process is ensured, the product quality of the analysis object is improved, meanwhile, after the transportation is ensured to be qualified, the transportation data of the analysis object is collected, the corresponding transportation data is used as a traceability basis, and the comprehensiveness and the accuracy of traceability are improved;
acquiring a difference value between actual transportation time consumption and predicted transportation time consumption of the analysis object and a transportation damage rate of the analysis object, and comparing the difference value between the actual transportation time consumption and the predicted transportation time consumption of the analysis object and the transportation damage rate of the analysis object with a time consumption difference threshold value and a transportation damage rate threshold value respectively: in the application, qualified time consumption and corresponding breakage rate exist in the wine transportation process, and the qualified time consumption and the corresponding breakage rate are both artificially set and then used for judging whether the wine transportation is qualified threshold values;
if the difference value between the actual transportation time consumption and the estimated transportation time consumption of the analysis object exceeds the time consumption difference value threshold value, or the transportation damage rate of the analysis object exceeds the transportation damage rate threshold value, judging that the transportation analysis of the corresponding analysis object is unqualified, generating a transportation analysis abnormal signal and sending the transportation analysis abnormal signal to a control server, and after receiving the transportation analysis abnormal signal, the control server changes the transportation mode of the corresponding analysis object;
if the difference value between the actual transportation time consumption and the expected transportation time consumption of the analysis object does not exceed the time consumption difference value threshold value, and the transportation damage rate of the analysis object does not exceed the transportation damage rate threshold value, judging that the transportation analysis of the corresponding analysis object is qualified, generating a transportation analysis normal signal and sending the transportation analysis normal signal to the control server; after receiving the normal transportation analysis signal, the management and control server acquires transportation data corresponding to the analysis object, wherein the transportation data comprises a transportation time period, a transportation mode and transportation personnel of the analysis object;
the management and control server generates a sales analysis signal and sends the sales analysis signal to a sales analysis unit, the sales analysis unit analyzes sales of corresponding analysis objects after receiving the sales analysis signal, judges whether risks exist in sales of the analysis objects or not, guarantees the sales qualification of the analysis objects, collects sales data of the analysis objects after the sales is guaranteed, and guarantees the accuracy of tracing the analysis objects;
acquiring the shortest interval duration of continuous sale of the analysis object after transportation and the maximum sales volume increase value of the corresponding analysis object, and comparing the shortest interval duration of continuous sale of the analysis object after transportation and the maximum sales volume increase value of the corresponding analysis object with a shortest interval duration threshold value and a maximum sales volume increase value threshold value respectively: in the application, the shortest interval time of wine sales and the increase of sales volume are parameters for judging whether wine sales are qualified, and the corresponding shortest interval time threshold and the maximum sales volume increase threshold are also manually set by the personnel in the field through actual sales process analysis;
if the shortest interval time of continuous sale of the analysis object after transportation does not exceed the shortest interval time threshold or the maximum sales volume growth value of the corresponding analysis object exceeds the maximum sales volume growth value threshold, judging that the sales analysis of the analysis object is unqualified, generating a sales analysis abnormal signal and sending the sales analysis abnormal signal to a control server, and after receiving the sales analysis abnormal signal, the control server controls the sales market of the corresponding analysis object;
if the shortest interval time of continuous sale of the analysis object after transportation exceeds the shortest interval time threshold and the maximum sale quantity growth value of the corresponding analysis object does not exceed the maximum sale quantity growth value threshold, judging that the sale analysis of the analysis object is qualified, generating a normal sale analysis signal and sending the normal sale analysis signal to the control server; after receiving the normal sales analysis signal, the management and control server collects sales data corresponding to the analysis object, wherein the sales data comprises the sales times, the sales time and the name of a sales buyer and seller of the analysis object;
the management and control server sends the production data, the transportation data and the sales data to a traceability chain analysis unit, the traceability chain analysis unit takes the production data, the transportation data and the sales data as subdata to construct a traceability data chain after receiving the production data, the transportation data and the sales data, and carries out accurate grading traceability according to the real-time link of an analysis object, wherein the link is divided into a production link, a transportation link and a sales link; and when the link is abnormal, performing corresponding data tracing on the current link and the historical link of the current link.
When the system is used, a production analysis unit carries out production analysis on an analysis object, whether the production process of the analysis object is qualified or not is judged, a production analysis abnormal signal and a production analysis normal signal are generated through production analysis and are sent to a management and control server, and the management and control server carries out production data acquisition on the corresponding analysis object after receiving the production analysis normal signal; analyzing the transportation of the corresponding analysis object after production through a transportation analysis unit, judging whether the transportation of the analysis object is qualified, generating a transportation analysis abnormal signal and a transportation analysis normal signal through transportation analysis, and sending the transportation analysis abnormal signal and the transportation analysis normal signal to a control server, wherein the control server collects the transportation data of the corresponding analysis object after receiving the transportation analysis normal signal; analyzing the sales of the corresponding analysis object through a sales analysis unit, judging whether the sales of the analysis object has risks or not, generating a sales analysis abnormal signal and a sales analysis normal signal through sales analysis, and sending the sales analysis abnormal signal and the sales analysis normal signal to a control server, wherein the control server collects the sales data of the corresponding analysis object after receiving the sales analysis normal signal; the production data, the transportation data and the sales data are used as subdata to construct a traceability data chain through a traceability chain analysis unit, accurate grading traceability is carried out according to the real-time link of an analysis object, and the link is divided into a production link, a transportation link and a sales link; and when the link is abnormal, performing corresponding data tracing on the current link and the historical link of the current link.
The preferred embodiments of the invention disclosed above are intended to be illustrative only. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise forms disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best utilize the invention. The invention is limited only by the claims and their full scope and equivalents.
Claims (5)
1. Wine product classification traceability management system based on data analysis, including management and control server, mark wine product as analysis object, its characterized in that, management and control server includes:
the production analysis unit is used for carrying out production analysis on the analysis object, judging whether the production process of the analysis object is qualified or not, generating a production analysis abnormal signal and a production analysis normal signal through the production analysis, and sending the production analysis abnormal signal and the production analysis normal signal to the management and control server, and after receiving the production analysis normal signal, the management and control server carries out production data acquisition on the corresponding analysis object;
the transportation analysis unit is used for analyzing transportation of the corresponding analysis object after production is completed, judging whether the transportation of the analysis object is qualified or not, generating a transportation analysis abnormal signal and a transportation analysis normal signal through transportation analysis, and sending the transportation analysis abnormal signal and the transportation analysis normal signal to the control server, wherein the control server collects transportation data of the corresponding analysis object after receiving the transportation analysis normal signal;
the sales analysis unit is used for analyzing sales of the corresponding analysis object, judging whether the sales of the analysis object has risks or not, generating a sales analysis abnormal signal and a sales analysis normal signal through sales analysis, and sending the sales analysis abnormal signal and the sales analysis normal signal to the control server, and the control server collects sales data of the corresponding analysis object after receiving the sales analysis normal signal;
the traceability chain analysis unit is used for constructing a traceability data chain by taking the production data, the transportation data and the sales data as subdata, and performing accurate grading traceability according to the real-time links of an analysis object, wherein the links are divided into a production link, a transportation link and a sales link; and when the link is abnormal, performing corresponding data tracing on the current link and the historical link of the current link.
2. The wine product grading traceability management system based on data analysis of claim 1, wherein the production data comprises production date, production process type, production process time and production environment parameters of the analysis object; the transportation data comprises a transportation time period, a transportation mode and transportation personnel of the analysis object; the sales data includes the number of sales of the analysis object, the time of sales, and the name of the sales buyer.
3. The wine product grading and traceability management system based on data analysis of claim 1, wherein the operation process of the production analysis unit is as follows:
acquiring a maximum temperature fluctuation value in the production process of an analysis object and an average environmental humidity in the production process, and comparing the maximum temperature fluctuation value with a temperature fluctuation value threshold value and an average environmental humidity threshold value range respectively:
if the maximum temperature floating value in the production process of the analysis object exceeds the temperature floating value threshold value or the average environmental humidity in the production process is not in the average environmental humidity threshold value range, judging that the production process analysis of the corresponding analysis object is unqualified, generating a production analysis abnormal signal and sending the production analysis abnormal signal to a control server;
if the maximum temperature floating value in the production process of the analysis object does not exceed the temperature floating value threshold value and the average environmental humidity in the production process is within the average environmental humidity threshold value range, judging that the production process of the corresponding analysis object is qualified, generating a normal production analysis signal and sending the normal production analysis signal to the control server.
4. The wine product grading and traceability management system based on data analysis of claim 1, wherein the transportation analysis unit is operated as follows:
acquiring a difference value between actual transportation time consumption and predicted transportation time consumption of the analysis object and a transportation damage rate of the analysis object, and comparing the difference value with a time consumption difference threshold value and a transportation damage rate threshold value respectively:
if the difference value between the actual transportation time consumption and the predicted transportation time consumption of the analysis object exceeds the time consumption difference value threshold value, or the transportation damage rate of the analysis object exceeds the transportation damage rate threshold value, judging that the transportation analysis of the corresponding analysis object is unqualified, generating a transportation analysis abnormal signal and sending the transportation analysis abnormal signal to a control server;
if the difference value between the actual transportation time consumption and the expected transportation time consumption of the analysis object does not exceed the time consumption difference value threshold value, and the transportation damage rate of the analysis object does not exceed the transportation damage rate threshold value, the transportation analysis of the corresponding analysis object is judged to be qualified, a transportation analysis normal signal is generated, and the transportation analysis normal signal is sent to the control server.
5. The wine product grading traceability management system based on data analysis of claim 1, wherein the sales analysis unit is operated as follows:
the method comprises the following steps of collecting the shortest interval duration of continuous sale of an analysis object after transportation and the maximum sale quantity growth value of the corresponding analysis object, respectively marking the shortest interval duration and the maximum sale quantity growth value as the shortest interval duration and the maximum sale quantity growth value, and respectively comparing the shortest interval duration and the maximum sale quantity growth value with a shortest interval duration threshold value and a maximum sale quantity growth value threshold value:
if the shortest interval duration does not exceed the shortest interval duration threshold or the maximum sales volume increase value exceeds the maximum sales volume increase value threshold, judging that the sales analysis of the analysis object is unqualified, generating a sales analysis abnormal signal and sending the sales analysis abnormal signal to a management and control server; if the shortest interval time exceeds the shortest interval time threshold and the maximum sales volume increase value does not exceed the maximum sales volume increase value threshold, judging that the sales analysis of the analysis object is qualified, generating a normal sales analysis signal and sending the normal sales analysis signal to the control server.
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| CN117094476A (en) * | 2023-10-18 | 2023-11-21 | 深圳市环阳通信息技术有限公司 | Operation monitoring management method for automatic wine selling terminal |
| CN117314149A (en) * | 2023-05-17 | 2023-12-29 | 南京汉卫公共卫生研究院有限公司 | Food safety supervision and management system |
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| CN116823065A (en) * | 2023-08-28 | 2023-09-29 | 山东省中源联科生物工程集团有限公司 | Intelligent sodium hyaluronate production quality management system based on data analysis |
| CN116823065B (en) * | 2023-08-28 | 2023-12-15 | 山东省中源联科生物工程集团有限公司 | Intelligent sodium hyaluronate production quality management system based on data analysis |
| CN117094476A (en) * | 2023-10-18 | 2023-11-21 | 深圳市环阳通信息技术有限公司 | Operation monitoring management method for automatic wine selling terminal |
| CN117094476B (en) * | 2023-10-18 | 2023-12-26 | 深圳市环阳通信息技术有限公司 | Operation monitoring management method for automatic wine selling terminal |
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