CN112487049A - Intelligent tracking and monitoring system for medicines - Google Patents
Intelligent tracking and monitoring system for medicines Download PDFInfo
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- CN112487049A CN112487049A CN202011214489.4A CN202011214489A CN112487049A CN 112487049 A CN112487049 A CN 112487049A CN 202011214489 A CN202011214489 A CN 202011214489A CN 112487049 A CN112487049 A CN 112487049A
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Abstract
The invention discloses an intelligent tracking and monitoring system for medicines, which comprises: the system comprises a terminal information acquisition system, an information integration storage unit and an associated data analysis unit; the terminal information acquisition system is used for acquiring medicine material information, production information, finished products and sales information and registering all data generated in the medicine production and sales process. According to the invention, the raw material purchasing supervision, the production processing supervision and the subsequent finished product sales supervision of the medicine are acquired and synchronously integrated and stored when being distributed, the complete information creation record of the whole process of medicine generation, processing and sales is realized, and the correlation data in the production process of unqualified medicines can be automatically analyzed, mined and obtained according to the characteristic data of the medicines when the unqualified medicines appear through the correlation data analysis unit, so that the range of the unqualified medicines is determined, and the current relevant information of the medicines in the range is automatically extracted according to the determined range.
Description
Technical Field
The invention relates to the technical field of drug production management, in particular to an intelligent drug tracking and monitoring system.
Background
The drug production management is drug production and quality management, is a key process for influencing the quality of finished products in the whole process of drug preparation production and bulk drug production, aims to avoid pollution and cross contamination in the drug production process to the maximum extent and reduce various errors, is an important measure for improving the drug quality, and is an important measure for the development of health, life safety and economic society of people in drug safety affairs, the current drug production supervision mechanism mostly stops a short monitoring stage for a drug production monitoring system, the raw material purchasing supervision, production processing supervision and subsequent finished product sales supervision of drugs are mostly carried out in an independent stage mode, the whole data cannot be completely integrated, the unqualified drug range cannot be quickly and effectively determined when unqualified drugs appear, and the sales information of the drugs cannot be counted to recall the unqualified drugs, the management is not comprehensive and effective.
Disclosure of Invention
The invention aims to provide an intelligent tracking and monitoring system for medicines, which realizes acquisition and synchronous integrated storage when raw material purchase supervision, production and processing supervision and subsequent finished product sale supervision of medicines are distributed, realizes complete information creation and recording in the whole process of medicine generation, processing and sale, and realizes that associated data in the production process of unqualified medicines can be automatically analyzed and mined according to characteristic data of the medicines when the unqualified medicines appear through an associated data analysis unit, so that the range of the unqualified medicines is determined, and the current relevant information of the medicines in the range is automatically extracted according to the determined range.
In order to achieve the purpose, the invention adopts the following technical scheme: an intelligent tracking and monitoring system for a drug, comprising: the system comprises a terminal information acquisition system, an information integration storage unit and an associated data analysis unit;
the terminal information acquisition system is used for acquiring medicine material information, production information, finished products and sales information and registering all data generated in the medicine production and sales process;
the information integration storage unit is used for integrating and summarizing the medicine logistics information, the generation information, the finished products and the sales information which are acquired by the terminal information acquisition system;
the associated data analysis unit is used for analyzing the production data of unqualified medicines according to historical medicine production data by introducing corresponding medicine characteristic information and an Apriori algorithm in data mining when the medicines are unqualified, and acquiring associated data in the production process of the unqualified medicines, so that the range of the unqualified medicines is determined and the current relevant information of the unqualified products is acquired at the same time.
As a further description of the above technical solution:
the terminal information acquisition system comprises a material information acquisition terminal, a production information acquisition terminal and a finished product sale information acquisition terminal;
the material information acquisition terminal, the production information acquisition terminal and the finished product sales information acquisition terminal realize monitoring of all processes of medicine raw material purchasing, production processing and finished product sales, realize information acquisition and complete information creation and maintenance of medicine production.
As a further description of the above technical solution:
the material information acquisition terminal comprises a material information import module and a material inspection information import module;
the material information import module is used for inputting material information by a medicine material purchasing staff, wherein the material information comprises a material number, a name, a specification, a manufacturing enterprise and an approval document number;
the material inspection information import module is used for material inspection personnel to type in material inspection data, wherein the material inspection information comprises inspection time, inspection quantity, inspection mechanism and inspection data.
As a further description of the above technical solution:
the production information acquisition terminal comprises a processing personnel information import module, a production equipment information import module and a raw material finished product information import module;
the processing personnel information import module and the production equipment information import module are respectively used for editing and inputting processing personnel information and production equipment information;
the raw material finished product information import module is used for inputting material number information of materials used in production and finished product information after production.
As a further description of the above technical solution:
the finished product sales information acquisition terminal comprises a product inspection data import module and a sales information import module;
the product inspection data import module is used for inputting finished product inspection information after the inspection of the inspection mechanism on the finished product is finished, wherein the finished product inspection information comprises inspection time, inspection amount, inspection mechanism and inspection data;
the sales information import module is used for inputting sales information of a product when a salesperson sells the product, wherein the sales information comprises sales objects, sales medicine information, sales time and sales volume.
As a further description of the above technical solution:
the information integration unit comprises an information integration processing module, an electronic file generation module and an information query module;
the information integration processing module is used for correspondingly integrating information acquired by the material information acquisition terminal, the production information acquisition terminal and the finished product sales information acquisition terminal;
the electronic file generation module is used for generating electronic file information for drug production and sale according to the integrated complete information and storing the electronic file information to realize record management;
the information query module is used for retrieving, mining, querying and storing the electronic archive information.
As a further description of the above technical solution:
the associated data analysis unit comprises a characteristic data import module, a data mining associated analysis module and a data extraction module;
the characteristic data import module is used for editing and importing characteristic information according to the related data mining requirement;
the data mining association analysis module is used for calling the medicine production data stored in the information integration storage unit, analyzing the production data of unqualified medicines according to edited and input characteristic information and historical medicine production data through an Apriori algorithm in data mining, and acquiring association data in the production process of unqualified medicines so as to determine the range of unqualified medicines;
and the data extraction module automatically extracts the current relevant information of the medicines in the range according to the range determined by the data mining association analysis module.
The invention provides an intelligent tracking and monitoring system for medicines. The method has the following beneficial effects:
the intelligent tracking and monitoring system for the medicine realizes the raw material purchase supervision, the production and processing supervision and the follow-up finished product sale supervision of the medicine, collects and synchronously integrates and stores the raw material purchase supervision, the production and processing supervision and the follow-up finished product sale supervision when the raw material purchase supervision, the production and processing supervision and the follow-up finished product sale supervision are distributed, the complete information creation record of the whole process of generating, processing and selling the medicine is realized, the relevant data in the production process of the unqualified medicine can be automatically analyzed, mined and obtained according to the characteristic data of the medicine when the unqualified medicine appears through the relevant data analysis unit, the range of the unqualified medicine is determined, the current relevant information of the medicine in the range is automatically extracted according to the determined range, the range and the sale information of the medicine with quality problems are quickly determined when the medicine.
Drawings
Fig. 1 is an overall schematic diagram of an intelligent tracking and monitoring system for medicines according to the present invention;
FIG. 2 is a schematic diagram of a terminal information acquisition system according to the present invention;
FIG. 3 is a schematic diagram of a material information collection terminal according to the present invention;
FIG. 4 is a schematic diagram of a production information collection terminal according to the present invention;
FIG. 5 is a schematic diagram of a finished product sales information collection terminal according to the present invention;
FIG. 6 is a schematic diagram of an information integration storage unit according to the present invention;
FIG. 7 is a diagram of a related data analysis unit according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments.
Referring to fig. 1-7, an intelligent tracking and monitoring system for medicine comprises: the system comprises a terminal information acquisition system, an information integration storage unit and an associated data analysis unit;
the terminal information acquisition system is used for acquiring medicine material information, production information, finished products and sales information and registering all data generated in the medicine production and sale process;
the information integration storage unit is used for integrating and summarizing the medicine logistics information, the generation information, the finished products and the sales information which are acquired by the terminal information acquisition system;
the associated data analysis unit is used for analyzing the production data of unqualified medicines according to historical medicine production data by introducing corresponding medicine characteristic information and an Apriori algorithm in data mining when the medicines are unqualified, and acquiring associated data in the production process of the unqualified medicines, so that the range of the unqualified medicines is determined and the current relevant information of the unqualified products is acquired at the same time.
The terminal information acquisition system comprises a material information acquisition terminal, a production information acquisition terminal and a finished product sale information acquisition terminal;
the material information acquisition terminal, the production information acquisition terminal and the finished product sales information acquisition terminal realize monitoring of all processes of medicine raw material purchasing, production processing and finished product sales, realize information acquisition and complete information creation and maintenance of medicine production.
The material information acquisition terminal comprises a material information import module and a material inspection information import module;
the material information import module is used for inputting material information by pharmaceutical material purchasing personnel, wherein the material information comprises a material number, a name, a specification, a manufacturing enterprise and an approval document number;
the material inspection information import module is used for material inspection personnel to input material inspection data, wherein the material inspection information comprises inspection time, inspection quantity, inspection mechanism and inspection data.
The production information acquisition terminal comprises a processing personnel information import module, a production equipment information import module and a raw material finished product information import module;
the processing personnel information import module and the production equipment information import module are respectively used for editing and inputting processing personnel information and production equipment information;
the raw material finished product information import module is used for inputting material number information of materials used in production and finished product information after production.
The finished product sales information acquisition terminal comprises a product inspection data import module and a sales information import module;
the product inspection data import module is used for inputting finished product inspection information after the inspection of the inspection mechanism on the finished product is finished, wherein the finished product inspection information comprises inspection time, inspection amount, inspection mechanism and inspection data;
the sales information import module is used for inputting sales information of a product when a salesperson sells the product, wherein the sales information comprises sales objects, sales medicine information, sales time and sales volume.
Specifically, through material information acquisition terminal among the terminal information acquisition system, production information acquisition terminal and finished product sales information acquisition terminal realize the raw materials purchase supervision to the medicine, production and processing supervision and follow-up finished product sales supervision gather when distributing, realize carrying out complete information to the whole process of medicine generation processing sale and establish the record, avoid appearing traditional independent stage type and briefly supervise, data discrepancy is big, the incomplete problem of supervision, realize carrying out data analysis when quality problems appear in the follow-up and confirm that the medicine scope provides complete data analysis and support.
The information integration unit comprises an information integration processing module, an electronic file generation module and an information query module;
the information integration processing module is used for correspondingly integrating information acquired by the material information acquisition terminal, the production information acquisition terminal and the finished product sales information acquisition terminal;
the electronic file generation module is used for generating electronic file information for drug production and sale according to the integrated complete information and storing the electronic file information to realize record management;
the information query module is used for retrieving, mining, querying and storing the electronic archive information.
Specifically, the information integration unit realizes the integration processing of the acquired data, facilitates the data analysis of the associated data analysis unit, improves the data processing efficiency, accelerates the system response speed, realizes the automatic generation of electronic files for storage, facilitates the complete record management, and is more convenient for supervision and subsequent data calling.
The associated data analysis unit comprises a characteristic data import module, a data mining associated analysis module and a data extraction module;
the characteristic data import module is used for editing and importing characteristic information according to the related data mining requirements;
the data mining association analysis module is used for calling the medicine production data stored in the information integration storage unit, analyzing the production data of unqualified medicines according to the edited and input characteristic information and historical medicine production data through an Apriori algorithm in data mining, and acquiring association data in the production process of unqualified medicines so as to determine the range of unqualified medicines;
and the data extraction module automatically extracts the current relevant information of the medicines in the range according to the range determined by the data mining association analysis module.
Specifically, the associated data in the production process of unqualified medicines can be automatically analyzed, mined and acquired according to the characteristic data of the medicines when the unqualified medicines appear through the associated data analysis unit, so that the range of the unqualified medicines is determined, the current relevant information of the medicines in the range is automatically extracted according to the determined range, the range and the sales information of the medicines with quality problems are quickly determined when the medicines have the quality problems, the related medicines are recalled and processed, the influence and the harm are reduced, and the medicine production management is more comprehensive and efficient.
In the description herein, references to the description of "one embodiment," "an example," "a specific example," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (7)
1. An intelligent tracking and monitoring system for medicines is characterized by comprising: the system comprises a terminal information acquisition system, an information integration storage unit and an associated data analysis unit;
the terminal information acquisition system is used for acquiring medicine material information, production information, finished products and sales information and registering all data generated in the medicine production and sales process;
the information integration storage unit is used for integrating and summarizing the medicine logistics information, the generation information, the finished products and the sales information which are acquired by the terminal information acquisition system;
the associated data analysis unit is used for analyzing the production data of unqualified medicines according to historical medicine production data by introducing corresponding medicine characteristic information and an Apriori algorithm in data mining when the medicines are unqualified, and acquiring associated data in the production process of the unqualified medicines, so that the range of the unqualified medicines is determined and the current relevant information of the unqualified products is acquired at the same time.
2. The intelligent tracking and monitoring system for the medicines according to claim 1, wherein the terminal information acquisition system comprises a material information acquisition terminal, a production information acquisition terminal and a finished product sales information acquisition terminal;
the material information acquisition terminal, the production information acquisition terminal and the finished product sales information acquisition terminal realize monitoring of all processes of medicine raw material purchasing, production processing and finished product sales, realize information acquisition and complete information creation and maintenance of medicine production.
3. The intelligent tracking and monitoring system for the medicines according to claim 2, wherein the material information acquisition terminal comprises a material information import module and a material inspection information import module;
the material information import module is used for inputting material information by a medicine material purchasing staff, wherein the material information comprises a material number, a name, a specification, a manufacturing enterprise and an approval document number;
the material inspection information import module is used for material inspection personnel to type in material inspection data, wherein the material inspection information comprises inspection time, inspection quantity, inspection mechanism and inspection data.
4. The intelligent tracking and monitoring system for the medicines according to claim 2, wherein the production information acquisition terminal comprises a processing personnel information import module, a production equipment information import module and a raw material finished product information import module;
the processing personnel information import module and the production equipment information import module are respectively used for editing and inputting processing personnel information and production equipment information;
the raw material finished product information import module is used for inputting material number information of materials used in production and finished product information after production.
5. The intelligent tracking and monitoring system for the medicines according to claim 2, wherein the finished product sales information acquisition terminal comprises a product inspection data import module and a sales information import module;
the product inspection data import module is used for inputting finished product inspection information after the inspection of the inspection mechanism on the finished product is finished, wherein the finished product inspection information comprises inspection time, inspection amount, inspection mechanism and inspection data;
the sales information import module is used for inputting sales information of a product when a salesperson sells the product, wherein the sales information comprises sales objects, sales medicine information, sales time and sales volume.
6. The intelligent tracking and monitoring system for medicines according to claim 1, wherein the information integration unit comprises an information integration processing module, an electronic file generation module and an information query module;
the information integration processing module is used for correspondingly integrating information acquired by the material information acquisition terminal, the production information acquisition terminal and the finished product sales information acquisition terminal;
the electronic file generation module is used for generating electronic file information for drug production and sale according to the integrated complete information and storing the electronic file information to realize record management;
the information query module is used for retrieving, mining, querying and storing the electronic archive information.
7. The intelligent tracking and monitoring system for medicines according to claim 1, wherein the associated data analysis unit comprises a characteristic data import module, a data mining associated analysis module and a data extraction module;
the characteristic data import module is used for editing and importing characteristic information according to the related data mining requirement;
the data mining association analysis module is used for calling the medicine production data stored in the information integration storage unit, analyzing the production data of unqualified medicines according to edited and input characteristic information and historical medicine production data through an Apriori algorithm in data mining, and acquiring association data in the production process of unqualified medicines so as to determine the range of unqualified medicines;
and the data extraction module automatically extracts the current relevant information of the medicines in the range according to the range determined by the data mining association analysis module.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN113674050A (en) * | 2021-07-05 | 2021-11-19 | 亳州市药通信息咨询有限公司 | Chinese-medicinal material electronic commerce transaction system based on big data and thing networking |
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| CN102136124A (en) * | 2011-04-26 | 2011-07-27 | 于佳辉 | Medical logistic information processing system and method |
| CN107358449A (en) * | 2017-07-10 | 2017-11-17 | 安徽达仁信息科技有限公司 | A kind of drug safety traceability system and source tracing method |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN113674050A (en) * | 2021-07-05 | 2021-11-19 | 亳州市药通信息咨询有限公司 | Chinese-medicinal material electronic commerce transaction system based on big data and thing networking |
| CN113674050B (en) * | 2021-07-05 | 2023-08-22 | 亳州市药通信息咨询有限公司 | Traditional Chinese medicine electronic commerce transaction system based on big data and Internet of things |
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Application publication date: 20210312 |