CN116562768B - Medicine warehouse management method and system - Google Patents
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Abstract
The application relates to the technical field of medicine storage, and provides a medicine storage management method and system, wherein the method comprises the following steps: collecting multidimensional environmental parameters of the storage environment, and constructing an environment monitoring parameter library; performing influence and periodic analysis on the environment monitoring parameter library to obtain a warehouse environment characteristic list; setting a drug characteristic label according to the stored drug information; classifying the stored medicines based on the medicine characteristic labels, and establishing a medicine classification characteristic list; performing correlation analysis by using the medicine classification characteristic list and the storage environment characteristic list to determine a medicine-environment relation list; and setting an environmental threshold value for the stored medicines based on the medicine-environmental relation list, and carrying out storage management on the stored medicines based on the environmental threshold value. The method can solve the problem of drug quality reduction caused by unreasonable storage environment setting in the drug storage process, can improve the drug storage quality and ensure the drug property and storage safety of the drugs.
Description
Technical Field
The application relates to the technical field of medicine storage, in particular to a medicine storage management method and system.
Background
As a special commodity, the medicine is directly related to the life safety of people, so that related departments have quite strict control and legal constraint on the medicine. Whether it is GMP management standards that the pharmaceutical manufacturing enterprise must perform or GSP management standards that the pharmaceutical circulation enterprise must adhere to, strict or even stringent regulations place considerable demands on the warehousing management of pharmaceuticals by the enterprise.
The medicine warehouse is mainly divided into a cold storage, a constant temperature warehouse and a conventional warehouse, because the construction cost of the cold storage and the constant temperature warehouse is relatively high, medicine storage is mainly carried out in remote places by means of the conventional warehouse, the conventional warehouse is seriously influenced by local climate, especially in different seasons, the temperature, humidity, illumination and other environmental factors in the warehouse are greatly changed, and the storage environment required by each medicine is different, so that in certain seasons, the medicine stored in the conventional warehouse can damage the medicine quality due to the influence of the environmental factors.
In summary, the problem of drug quality degradation caused by unreasonable storage environment setting in the drug storage process exists in the prior art.
Disclosure of Invention
Accordingly, it is necessary to provide a method and a system for drug warehouse management in order to solve the above-mentioned technical problems.
A method of medication warehouse management, comprising: the storage environment is subjected to multidimensional environmental parameter acquisition through environmental monitoring equipment, and an environmental monitoring parameter library is constructed; performing influence and periodic analysis on the environment monitoring parameter library to obtain a storage environment characteristic list; collecting storage medicine information, analyzing medicine attribute, medicine importance level and medicine component stability according to the storage medicine information, and setting a medicine characteristic label; classifying the stored medicines based on the medicine characteristic labels, and establishing a medicine classification characteristic list; performing correlation analysis by using the medicine classification characteristic list and the storage environment characteristic list to determine a medicine-environment relation list; and setting an environmental threshold value for the stored medicines based on the medicine-environmental relation list, and carrying out storage management on the stored medicines based on the environmental threshold value.
In one embodiment, the multi-dimensional environmental parameter collection is performed on the warehouse environment through the environmental monitoring device, and the environmental monitoring parameter library is constructed, and the method further includes: acquiring temperature data of a storage environment through a temperature sensor to obtain storage temperature information; acquiring illumination data of the storage environment through an illumination intensity sensor to obtain storage illumination information; acquiring humidity data of the storage environment through a humidity sensor to obtain storage humidity information; collecting air components of the storage environment through a space component detection sensor to obtain storage air component information; carrying out data alignment on the warehouse temperature information, the warehouse illumination information, the warehouse humidity information and the warehouse air component information according to the acquisition time, and establishing a monitoring data set; and carrying out noise reduction processing on the data of the monitoring data set based on the continuity relation of the acquisition time, and constructing the environment monitoring parameter library by utilizing the storage temperature information, the storage illumination information, the storage humidity information and the storage air component information based on the acquisition time.
In one embodiment, the performing an influence and periodicity analysis on the environmental monitoring parameter library to obtain a warehouse environmental feature list further includes: extracting medicine storage property change data through big data; analyzing the environmental parameters of the drug storage property change data, and determining the influence relation between the environmental parameters and the drug storage and the storage environment demand threshold, wherein the storage environment demand threshold is the storage environment parameter range for ensuring the drug property; performing influence analysis on the environment monitoring parameter library by utilizing the influence relation between the environment parameters and the medicine warehouse and the warehouse environment demand threshold value, and determining influence parameter information and environment influence deviation values; periodically analyzing the environment monitoring parameter library according to the influence parameter information and the environment influence deviation value to determine storage environment periodic information; and according to the influence parameter information, the environmental influence deviation value and the storage environment periodicity information, carrying out data alignment based on the environment acquisition time, and constructing the storage environment characteristic list.
In one embodiment, the analyzing of the medicine attribute, the medicine importance level and the medicine component stability according to the stored medicine information sets a medicine characteristic label, and the method further includes: determining the types of traditional Chinese medicine raw materials, traditional Chinese patent medicines, western medicine capsules, western medicine tablets and traditional Chinese medicine decoction pieces for the stored medicine information to obtain medicine attributes; analyzing the importance degree of the corresponding symptoms of the stored medicine information and the influence degree of the medicine property on life to obtain the medicine importance level; analyzing the stability of the physical and chemical reactions of the components of the stored medicine information, determining the reaction characteristics of the medicine, analyzing the reaction barrier property of the medicine package, and determining the reaction barrier coefficient; obtaining the stability of the components of the medicine according to the reaction characteristics and the reaction blocking coefficient of the medicine; and setting corresponding labels to mark the stored medicines based on the medicine attributes, the medicine importance level and the medicine component stability.
In one embodiment, performing correlation analysis by using the drug classification feature list and the warehouse environment feature list to determine a drug-environment relationship list, and further comprising: determining the storage environment characteristics of each storage medicine according to the medicine classification characteristic list; according to the warehouse environment characteristic list, warehouse environment parameter characteristics of each time node are obtained; matching the storage environment characteristics of each storage medicine with the storage environment parameter characteristics to determine adaptability environment information and corresponding time period of the storage medicine; and establishing the adaptability relation between the stored medicines and the stored environment parameters based on the adaptability environment information of the stored medicines and the corresponding time period, and constructing the medicine-environment relation list.
In one embodiment, setting an environmental threshold for the stored medicine based on the medicine-environmental relationship list, and performing storage management for the stored medicine based on the environmental threshold, further includes: determining adaptability environmental information and corresponding time period of the stored medicines according to the medicine-environment relation list; determining an environmental parameter threshold based on the fitness environmental information of the stored medicines; determining a drug storage time threshold according to the time period of the fitness environment information; and determining warehouse management information to perform environment monitoring and warehouse time monitoring management on the warehouse medicines according to the environment parameter threshold and the medicine warehouse time threshold.
In one embodiment, further comprising: obtaining epidemic symptoms of a current time period, and determining matching medicine information based on the epidemic symptoms of the current time period; based on the matching medicine information, matching with stored medicines, and determining the quantity and storage positions of the stored medicines; and carrying out storage history magnitude analysis according to the quantity of the stored medicines and the storage positions, and generating storage adjustment management instructions when the quantity of the stored medicines is lower than the storage history magnitude, wherein the storage adjustment management instructions are used for up-regulating the quantity of matched medicine storages and adjusting the stacking positions.
In one embodiment, further comprising: according to the stored medicine information, carrying out component analysis and medicine packaging analysis on each stored medicine, and determining reaction products of each medicine; carrying out reaction correlation analysis on reaction products of all medicines in the warehouse to determine abnormal reaction medicines, wherein the abnormal reaction medicines are medicines which can react among the reaction products to generate harmful substances or influence the medicine property; and setting a safety storage distance based on the abnormal reaction medicines, and carrying out storage management on the abnormal reaction medicines according to the safety storage distance.
A pharmaceutical warehouse management system, comprising:
The environment parameter acquisition module is used for acquiring multidimensional environment parameters of the storage environment through the environment monitoring equipment and constructing an environment monitoring parameter library;
the storage environment characteristic list obtaining module is used for carrying out influence and periodic analysis on the environment monitoring parameter library to obtain a storage environment characteristic list;
the drug characteristic label setting module is used for collecting stored drug information, analyzing drug attributes, drug importance levels and drug ingredient stability according to the stored drug information, and setting drug characteristic labels;
the medicine classification feature list establishing module is used for classifying the stored medicines based on the medicine feature labels and establishing a medicine classification feature list;
the medicine-environment relation list determining module is used for performing correlation analysis on the medicine classification characteristic list and the storage environment characteristic list to determine a medicine-environment relation list;
and the medicine warehouse management module is used for setting an environment threshold value for the warehouse medicines based on the medicine-environment relation list and carrying out warehouse management on the warehouse medicines based on the environment threshold value.
The medicine warehouse management method and system can solve the problem of medicine quality reduction caused by unreasonable warehouse environment setting in the medicine warehouse process. Firstly, multidimensional environmental parameter collection is carried out on a storage environment, influence analysis is carried out on environmental parameter collection results according to environmental demand information of storage medicines, influence parameter information and environmental influence deviation values are obtained, and then periodic analysis is carried out on the environmental parameter collection results according to the influence parameter information and the environmental influence deviation values, so that a storage environment characteristic list is obtained. And setting a drug characteristic label through multidimensional characteristic analysis of attribute, importance level and component stability of the stored drug, and obtaining a drug classification characteristic list according to the drug characteristic label. And performing correlation analysis by using the medicine classification feature list and the storage environment feature list to obtain a medicine-environment relation list, finally obtaining an environment threshold value of the stored medicine according to the medicine-environment relation list, and performing storage management on the stored medicine based on the environment threshold value. Can improve the quality of medicine storage and ensure the property and storage safety of medicines.
The foregoing description is only an overview of the present application, and is intended to be implemented in accordance with the teachings of the present application in order that the same may be more clearly understood and to make the same and other objects, features and advantages of the present application more readily apparent.
Drawings
FIG. 1 is a schematic flow chart of a drug warehouse management method;
FIG. 2 is a schematic flow chart of obtaining a warehouse environment feature list in a drug warehouse management method;
FIG. 3 is a schematic flow chart of a method for setting drug feature labels in a drug warehouse management method according to the present application;
fig. 4 is a schematic structural diagram of a drug warehouse management system according to the present application.
Reference numerals illustrate: the system comprises an environment parameter acquisition module 1, a storage environment characteristic list acquisition module 2, a medicine characteristic label setting module 3, a medicine classification characteristic list establishing module 4, a medicine-environment relation list determining module 5 and a medicine storage management module 6.
Detailed Description
The present application will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present application more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
As shown in fig. 1, the present application provides a drug storage management method, including:
step S100: the storage environment is subjected to multidimensional environmental parameter acquisition through environmental monitoring equipment, and an environmental monitoring parameter library is constructed;
In one embodiment, the step S100 of the present application further includes:
step S110: acquiring temperature data of a storage environment through a temperature sensor to obtain storage temperature information;
step S120: acquiring illumination data of the storage environment through an illumination intensity sensor to obtain storage illumination information;
step S130: acquiring humidity data of the storage environment through a humidity sensor to obtain storage humidity information;
step S140: collecting air components of the storage environment through a space component detection sensor to obtain storage air component information;
step S150: carrying out data alignment on the warehouse temperature information, the warehouse illumination information, the warehouse humidity information and the warehouse air component information according to the acquisition time, and establishing a monitoring data set;
step S160: and carrying out noise reduction processing on the data of the monitoring data set based on the continuity relation of the acquisition time, and constructing the environment monitoring parameter library by utilizing the storage temperature information, the storage illumination information, the storage humidity information and the storage air component information based on the acquisition time.
Specifically, the temperature sensor is used for collecting temperature data of multiple time periods in the storage environment, the storage environment is environmental information of a medicine storage area, historical temperature data query of the storage environment can be also carried out through the data record table, storage temperature information is obtained, the storage temperature information comprises temperature information of multiple time nodes in one year, and the time nodes can be custom set by a person skilled in the art according to local climate change conditions, for example: 5 days, 10 days, etc. The illumination intensity sensor, the humidity sensor and the space component detection sensor are used for respectively acquiring illumination, humidity and air component data of the storage environment, and the storage illumination information, the storage humidity information and the storage air component information are obtained by combining historical illumination data, historical humidity data and historical air component data of the storage environment. The warehouse illumination information comprises illumination time and illumination intensity, and comprises illumination information of a plurality of time nodes in one year, wherein the time nodes are identical to the acquisition time nodes of the temperature information. The collection time nodes of the storage humidity information and the storage air component information are the same as the collection time node of the temperature information, the storage air component information refers to the types and the contents of various air components in the storage environment, and the types of the air components comprise various substances such as oxygen, dust particles, carbon monoxide, carbon dioxide, sulfur dioxide and the like.
Classifying the warehouse temperature information, the warehouse illumination information, the warehouse humidity information and the warehouse air component information according to the acquisition time node to construct a monitoring data set, wherein the data in the monitoring data set are divided according to the acquisition time node. And carrying out noise reduction processing on the data in the monitoring data set according to the continuity relation of the acquisition time, wherein the noise reduction processing means deleting or supplementing and correcting abnormal data, deleting the deleted data integrally according to the acquisition time node, arranging the data obtained through the noise reduction processing according to the acquisition time node, and constructing an environment monitoring parameter library. The environment monitoring parameter library is obtained by carrying out multidimensional environment parameter acquisition on the storage environment, and the original data support is provided for the next analysis of the storage environment.
Step S200: performing influence and periodic analysis on the environment monitoring parameter library to obtain a storage environment characteristic list;
as shown in fig. 2, in one embodiment, step S200 of the present application further includes:
step S210: extracting medicine storage property change data through big data;
step S220: analyzing the environmental parameters of the drug storage property change data, and determining the influence relation between the environmental parameters and the drug storage and the storage environment demand threshold, wherein the storage environment demand threshold is the storage environment parameter range for ensuring the drug property;
Step S230: performing influence analysis on the environment monitoring parameter library by utilizing the influence relation between the environment parameters and the medicine warehouse and the warehouse environment demand threshold value, and determining influence parameter information and environment influence deviation values;
step S240: periodically analyzing the environment monitoring parameter library according to the influence parameter information and the environment influence deviation value to determine storage environment periodic information;
step S250: and according to the influence parameter information, the environmental influence deviation value and the storage environment periodicity information, carrying out data alignment based on the environment acquisition time, and constructing the storage environment characteristic list.
Specifically, data search and inquiry are carried out through a big data technology, and various medicine storage medicine property change data are obtained, wherein the medicine storage medicine property change data refer to medicine property change conditions along with the increase of storage time when medicines are stored in a storage environment, and the medicine property change conditions comprise conditions of good medicine quality, medicine quality reduction, medicine failure and the like. Analyzing the storage environment of the medicines according to the medicine storage property change data to obtain the influence relation of environmental parameters on the medicine property of the stored medicines, namely, obtaining the condition of which environmental parameters can cause the quality reduction of the medicines and the condition of which environmental parameters can cause the invalidation of the medicines. And setting a storage environment demand threshold according to the environment parameters with good medicine quality, wherein the storage environment demand threshold refers to a storage environment parameter range for ensuring medicine property. And carrying out influence analysis on the environment monitoring parameter library according to the influence relation between the environment parameters and the medicines and the storage environment demand threshold value to obtain influence parameter information and environment influence deviation values, wherein the influence parameter information comprises temperature, humidity, illumination and air components, and the environment influence deviation values refer to the range that the influence parameters exceed the storage environment demand threshold value. And periodically analyzing the environmental monitoring parameter library according to the influence parameter information and the environmental influence deviation value, wherein the periodic analysis refers to that the warehouse environmental parameter is periodically influenced along with the change of seasons, for example: the conditions of temperature, humidity, illumination and the like in each place are different in four seasons, and the conditions of plum rain seasons and the like can occur in individual places every year, so that the periodic information of the storage environment is obtained. And finally, according to the influence parameter information, the environmental influence deviation value and the storage environment periodic information, adding the information into the environment monitoring parameter library according to the acquisition time node to obtain a storage environment characteristic list. By obtaining the warehouse environment characteristic list, support is provided for matching the warehouse medicine environment for the next step.
Step S300: collecting storage medicine information, analyzing medicine attribute, medicine importance level and medicine component stability according to the storage medicine information, and setting a medicine characteristic label;
as shown in fig. 3, in one embodiment, the step S300 of the present application further includes:
step S310: determining the types of traditional Chinese medicine raw materials, traditional Chinese patent medicines, western medicine capsules, western medicine tablets and traditional Chinese medicine decoction pieces for the stored medicine information to obtain medicine attributes;
step S320: analyzing the importance degree of the corresponding symptoms of the stored medicine information and the influence degree of the medicine property on life to obtain the medicine importance level;
step S330: analyzing the stability of the physical and chemical reactions of the components of the stored medicine information, determining the reaction characteristics of the medicine, analyzing the reaction barrier property of the medicine package, and determining the reaction barrier coefficient;
step S340: obtaining the stability of the components of the medicine according to the reaction characteristics and the reaction blocking coefficient of the medicine;
step S350: and setting corresponding labels to mark the stored medicines based on the medicine attributes, the medicine importance level and the medicine component stability.
Specifically, stored medicine information is obtained, wherein the stored medicine information comprises information such as medicine components, medicine attributes, medicine specifications, diseases treatment and the like. The stored medicines are classified according to the types of the traditional Chinese medicine raw materials, the traditional Chinese patent medicines, the western medicine capsules, the western medicine tablets and the traditional Chinese medicine decoction pieces to obtain the medicine attributes. The storage medicines are analyzed for the importance degree of corresponding symptoms and the influence degree of the medicine property on life, the importance degree of the corresponding symptoms can be divided into the first-stage symptoms, the second-stage symptoms, the third-stage symptoms and the like, and the person skilled in the art can set up in a self-defined way, for example, cancers and heart diseases are divided into the first-stage symptoms, and cold fever is divided into the third-stage symptoms and the like. The degree of influence of the drug effect on life can be divided into primary influence, secondary influence and the like, for example, the primary influence is specific drug, the secondary influence is common drug and the like. The medicine importance level is obtained, and the medicine importance level can be set by a person skilled in the art in a self-defined way, for example, the medicine with primary symptoms and primary influences can be divided into primary symptoms and primary symptoms, the medicine with secondary influences are divided into secondary symptoms and primary influences are divided into tertiary symptoms.
Analysis of the stability of physical and chemical reactions of stored drugs, wherein the physical reaction refers to the change of the physical properties of the drugs, for example: the conditions of medicine breakage, medicine coat shedding and the like, wherein the chemical reaction refers to chemical degradation reactions such as medicine hydrolysis, oxidation and the like, and medicine reaction characteristics are obtained, the medicine reaction characteristics refer to the easiness of physical and chemical reactions, and the more easy the medicine is subjected to the physical and chemical reactions, the more obvious the medicine reaction characteristics are. And then analyzing the drug reaction barrier property according to the drug packaging condition, and firstly obtaining a plurality of drug packaging types, drug packaging materials, drug types and drug failure conditions in the drug shelf life, wherein the drug failure conditions can be represented by drug failure rate, and the smaller the drug failure rate is, the better the drug preservation quality is. Based on BP neural network, constructing a medicine failure analysis model, wherein the medicine failure analysis model is a neural network model which can be subjected to continuous iterative optimization in machine learning, and is obtained through monitoring training through a training data set. The input data of the medicine failure analysis model are medicine packaging type, medicine packaging material and medicine type, wherein the medicine packaging type, the medicine packaging material and the medicine type have corresponding relations. And the output data of the medicine failure model is medicine failure condition, and a training data set is constructed through the plurality of medicine package types, the medicine package materials and the medicine types. Training the model through the training data set, and correcting the model output result through the medicine failure condition in the medicine shelf life to obtain the medicine failure analysis model. And finally, inputting the stored medicine packaging information into the medicine failure analysis model to obtain a medicine failure analysis result, namely a medicine failure rate. And obtaining a reaction blocking coefficient according to the medicine failure rate, wherein the smaller the medicine failure rate is, the larger the reaction blocking coefficient is. The greater the reactive barrier coefficient, the better the reactive barrier. And finally, obtaining the stability of the medicine components according to the medicine reaction characteristics and the reaction blocking coefficient, wherein the medicine components are higher as the medicine reaction characteristics are less obvious and the reaction blocking coefficient is higher. And finally, marking the stored medicines according to the medicine attributes, the medicine importance level and the medicine component stability to obtain the medicine characteristic label. The method has the advantages that the stored medicines are finely divided according to the characteristics of the medicines, the medicines are marked through the characteristic labels, the importance degree and the stability of the stored medicines can be visually displayed, support is provided for classifying and storing the medicines in the next step, and the efficiency and the accuracy of medicine storage can be improved.
Step S400: classifying the stored medicines based on the medicine characteristic labels, and establishing a medicine classification characteristic list;
specifically, the stored medicines are classified according to the medicine attribute, the medicine importance level and the medicine component stability in the medicine feature label, for example, medicines with the same medicine attribute, the same medicine importance level and the same medicine component stability in the same stability threshold can be classified into one class, and the stability threshold can be custom set by a person skilled in the art according to actual conditions to obtain a medicine classification feature list.
Step S500: performing correlation analysis by using the medicine classification characteristic list and the storage environment characteristic list to determine a medicine-environment relation list;
in one embodiment, step S500 of the present application further includes:
step S510: determining the storage environment characteristics of each storage medicine according to the medicine classification characteristic list;
step S520: according to the warehouse environment characteristic list, warehouse environment parameter characteristics of each time node are obtained;
step S530: matching the storage environment characteristics of each storage medicine with the storage environment parameter characteristics to determine adaptability environment information and corresponding time period of the storage medicine;
Step S540: and establishing the adaptability relation between the stored medicines and the stored environment parameters based on the adaptability environment information of the stored medicines and the corresponding time period, and constructing the medicine-environment relation list.
Specifically, according to the drug classification feature list, storage environment features of each storage drug are obtained, wherein the storage environment features refer to storage environment parameter ranges required by the drug. And obtaining the storage environment parameter characteristics of each time node according to the storage environment characteristic list, wherein the time nodes are consistent with the acquisition time nodes. And performing feature matching on the storage environment features of each storage medicine and the storage environment parameter features to obtain adaptability environment information of the storage medicine and a corresponding time period, wherein the adaptability environment information refers to an environment parameter range to which the storage medicine is adapted, and the environment period refers to the time period corresponding to the environment parameter range. And obtaining the adaptability relation between the stored medicine and the stored environment parameters according to the adaptability environment information of the stored medicine and the corresponding time period, wherein the adaptability relation comprises adaptation and inadaptation, and constructing a medicine-environment relation list. By obtaining the medicine-environment relation list, support is provided for warehouse management of warehouse medicines in the next step.
Step S600: and setting an environmental threshold value for the stored medicines based on the medicine-environmental relation list, and carrying out storage management on the stored medicines based on the environmental threshold value.
In one embodiment, step S600 of the present application further includes:
step S610: determining adaptability environmental information and corresponding time period of the stored medicines according to the medicine-environment relation list;
step S620: determining an environmental parameter threshold based on the fitness environmental information of the stored medicines;
step S630: determining a drug storage time threshold according to the time period of the fitness environment information;
step S640: and determining warehouse management information to perform environment monitoring and warehouse time monitoring management on the warehouse medicines according to the environment parameter threshold and the medicine warehouse time threshold.
Specifically, according to the medicine-environment relation list, the adaptability environment information and the corresponding time period of the stored medicines are obtained. And determining an environmental parameter threshold according to the fitness environmental information, wherein the environmental parameter threshold refers to a storage environmental parameter range required by the medicine. And obtaining a drug storage time threshold according to the time period of the fitness environment information. When the medicine storage time exceeds the medicine storage time threshold, the environment parameters of stored medicines are monitored through a plurality of sensors, and when the obtained real-time environment parameters exceed the environment parameter threshold, stored medicines are managed, for example, the stored environment parameters are changed through a machine or medicines are stored in a warehouse. By setting the medicine storage time threshold, the storage safety environment monitoring times can be reduced on the premise of ensuring the medicine storage quality, and the labor and time cost is reduced. The method solves the problem of drug quality reduction caused by unreasonable storage environment setting in the drug storage process, can improve the drug storage quality and ensure the drug property and storage safety of the drugs.
In one embodiment, step S600 of the present application further includes:
step S650: obtaining epidemic symptoms of a current time period, and determining matching medicine information based on the epidemic symptoms of the current time period;
step S660: based on the matching medicine information, matching with stored medicines, and determining the quantity and storage positions of the stored medicines;
step S670: and carrying out storage history magnitude analysis according to the quantity of the stored medicines and the storage positions, and generating storage adjustment management instructions when the quantity of the stored medicines is lower than the storage history magnitude, wherein the storage adjustment management instructions are used for up-regulating the quantity of matched medicine storages and adjusting the stacking positions.
In particular, epidemic conditions within the current time period are obtained by data queries, such as: allergic rhinitis in spring, influenza in winter, etc. And inquiring treatment medicines according to the epidemic diseases to obtain matched medicine information, wherein the matched medicine information comprises medicines for treating the epidemic diseases and indirect auxiliary medicines. And carrying out homogeneous medicine inquiry in the stored medicines according to the matched medicine information to obtain the stored medicine quantity and the stored position for treating the epidemic disease. And inquiring the historical order of magnitude of the stored medicines through a storage database to obtain the historical order of magnitude information of the stored medicines. The storage history order information refers to the maximum value of the medicine quantity stored in the warehouse. And judging the current quantity of the stored medicines, and generating a position adjustment instruction when the quantity of the stored medicines is greater than or equal to the storage history magnitude, wherein the position adjustment instruction is used for adjusting the medicine storage position to be near a warehouse entrance and a warehouse exit, so that the medicine can be conveniently delivered out of the warehouse and put in the warehouse, and the medicine access efficiency is improved. When the quantity of the stored medicines is smaller than the storage history magnitude, a storage adjustment management instruction is generated, and the storage adjustment management instruction is used for adjusting up the quantity of matched medicines and adjusting the storage position of the medicines, and the quantity of matched medicines can be adjusted up to meet the requirements of users under the maximum condition, so that the phenomena of medicine robbing, tide and the like are avoided.
In one embodiment, step S600 of the present application further includes:
step S680: according to the stored medicine information, carrying out component analysis and medicine packaging analysis on each stored medicine, and determining reaction products of each medicine;
step S690: carrying out reaction correlation analysis on reaction products of all medicines in the warehouse to determine abnormal reaction medicines, wherein the abnormal reaction medicines are medicines which can react among the reaction products to generate harmful substances or influence the medicine property;
step S6100: and setting a safety storage distance based on the abnormal reaction medicines, and carrying out storage management on the abnormal reaction medicines according to the safety storage distance.
Specifically, the medicine composition analysis and the medicine packaging analysis are performed on the stored medicines, the packaging analysis refers to analysis on the packaging materials and the packaging tightness of the medicines, and the reaction products of the medicines are determined according to the medicine composition analysis results, wherein the reaction products are stored together with the stored medicines, and chemical reactions between the reaction products and the stored medicines can generate harmful substances or influence the medicine properties, for example, acid-base neutralization reactions can occur when the acidic medicines and the alkaline medicines are stored together. Inquiring the components of the medicines in the warehouse according to the reaction products, and determining the warehouse medicines with the same components or similar chemical properties as the reaction products as abnormal reaction medicines, wherein the abnormal reaction medicines are medicines with harmful substances generated by reaction between the reaction products or influence on the medicine property. And setting a safety storage distance according to the medicine packaging material and the packaging tightness, wherein the safety storage distance can be set by a person skilled in the art in a self-defined manner according to actual conditions, carrying out storage management on the abnormal reaction medicine according to the safety storage distance, and placing the abnormal reaction medicine in an area outside the safety storage distance. Through setting up safe storage distance, can avoid the medicine to take place the problem of chemical reaction between the medicine because of the storage mode is improper in storage process, further improve the storage quality of medicine.
In one embodiment, as shown in fig. 4, there is provided a pharmaceutical warehouse management system comprising: the system comprises an environment parameter acquisition module 1, a storage environment characteristic list acquisition module 2, a medicine characteristic label setting module 3, a medicine classification characteristic list establishing module 4, a medicine-environment relation list determining module 5 and a medicine storage management module 6, wherein:
the environment parameter acquisition module 1 is used for acquiring multidimensional environment parameters of the storage environment through environment monitoring equipment, and constructing an environment monitoring parameter library;
the warehouse environment characteristic list obtaining module 2 is used for carrying out influence and periodic analysis on the environment monitoring parameter library to obtain a warehouse environment characteristic list;
the drug characteristic label setting module 3 is used for collecting storage drug information, analyzing drug attributes, drug importance levels and drug ingredient stability according to the storage drug information, and setting drug characteristic labels;
the medicine classification feature list establishing module 4 is used for classifying the stored medicines based on the medicine feature labels and establishing a medicine classification feature list;
A drug-environment relationship list determining module 5, where the drug-environment relationship list determining module 5 is configured to perform correlation analysis with the storage environment feature list by using the drug classification feature list, and determine a drug-environment relationship list;
the medicine warehouse management module 6 is used for setting an environmental threshold value for the warehouse medicine based on the medicine-environment relation list and carrying out warehouse management on the warehouse medicine based on the environmental threshold value.
In one embodiment, the system further comprises:
the temperature data acquisition module is used for acquiring temperature data of the warehouse environment through a temperature sensor to obtain warehouse temperature information;
the illumination data acquisition module is used for acquiring illumination data of the warehouse environment through the illumination intensity sensor to obtain warehouse illumination information;
the humidity data acquisition module is used for acquiring humidity data of the storage environment through the humidity sensor to obtain storage humidity information;
the air component acquisition module is used for acquiring air components of the storage environment through the space component detection sensor to obtain storage air component information;
The monitoring data set establishing module is used for carrying out data alignment on the storage temperature information, the storage illumination information, the storage humidity information and the storage air component information according to the acquisition time to establish a monitoring data set;
the environment monitoring database construction module is used for carrying out noise reduction processing on the data based on the continuity relation of the acquisition time on the monitoring data set, and constructing the environment monitoring parameter database by utilizing the storage temperature information, the storage illumination information, the storage humidity information and the storage air component information based on the acquisition time.
In one embodiment, the system further comprises:
the medicine warehouse change data extraction module is used for extracting medicine warehouse property change data through big data;
the environment parameter analysis module is used for carrying out environment parameter analysis on the medicine storage property change data, and determining an environment parameter and medicine storage influence relation and a storage environment demand threshold, wherein the storage environment demand threshold is a storage environment parameter range for guaranteeing medicine property;
The influence analysis module is used for carrying out influence analysis on the environment monitoring parameter library by utilizing the influence relation between the environment parameters and the medicine storage and the storage environment demand threshold value, and determining influence parameter information and environment influence deviation values;
the periodic analysis module is used for carrying out periodic analysis on the environment monitoring parameter library according to the influence parameter information and the environment influence deviation value to determine storage environment periodic information;
the storage environment characteristic list construction module is used for constructing the storage environment characteristic list according to the influence parameter information, the environment influence deviation value and the storage environment periodicity information and carrying out data alignment based on the environment acquisition time.
In one embodiment, the system further comprises:
the medicine attribute obtaining module is used for determining the types of traditional Chinese medicine raw materials, traditional Chinese patent medicines, western medicine capsules, western medicine tablets and traditional Chinese medicine decoction pieces for the stored medicine information to obtain medicine attributes;
the medicine importance level obtaining module is used for analyzing the importance level of the corresponding symptoms of the medicines and the influence degree of the medicines on life of the stored medicine information to obtain the medicine importance level;
The reaction blocking coefficient determining module is used for analyzing the physical and chemical reaction stability of components of the stored medicine information, determining the reaction characteristics of the medicine, analyzing the reaction blocking property of the medicine package and determining the reaction blocking coefficient;
the medicine component stability obtaining module is used for obtaining medicine component stability according to the medicine reaction characteristics and the reaction blocking coefficient;
and the storage medicine marking module is used for setting corresponding labels to mark storage medicines based on the medicine attribute, the medicine importance level and the medicine ingredient stability respectively.
In one embodiment, the system further comprises:
the storage environment characteristic determining module is used for determining storage environment characteristics of each storage medicine according to the medicine classification characteristic list;
the storage environment parameter characteristic obtaining module is used for obtaining storage environment parameter characteristics of each time node according to the storage environment characteristic list;
the fitness environment information determining module is used for utilizing the storage environment characteristics of each storage medicine to be matched with the storage environment parameter characteristics so as to determine fitness environment information and corresponding time period of the storage medicine;
The medicine-environment relation list construction module is used for building the adaptability relation between the stored medicines and the stored environment parameters based on the adaptability environment information of the stored medicines and the corresponding time period, and constructing the medicine-environment relation list.
In one embodiment, the system further comprises:
the fitness environment information determining module is used for determining fitness environment information of stored medicines and corresponding time periods according to the medicine-environment relation list;
the environment parameter threshold determining module is used for determining an environment parameter threshold based on the fitness environment information of the stored medicines;
the drug storage time threshold determining module is used for determining a drug storage time threshold according to the time period of the fitness environment information;
and the medicine warehouse management module is used for determining warehouse management information to carry out environment monitoring and warehouse time monitoring management on warehouse medicines according to the environment parameter threshold and the medicine warehouse time threshold.
In one embodiment, the system further comprises:
the matched medicine information determining module is used for obtaining epidemic symptoms of the current time period and determining matched medicine information based on the epidemic symptoms of the current time period;
the storage medicine information acquisition module is used for matching the storage medicines based on the matched medicine information and determining the quantity and storage positions of the storage medicines;
the storage adjustment management instruction generation module is used for carrying out storage history magnitude analysis according to the storage medicine quantity and the storage position, and generating a storage adjustment management instruction when the storage medicine quantity is lower than the storage history magnitude, wherein the storage adjustment management instruction is used for up-regulating the matched medicine storage quantity and regulating the stacking position.
In one embodiment, the system further comprises:
the medicine reaction product determining module is used for carrying out component analysis and medicine packaging analysis on each stored medicine according to the stored medicine information to determine the reaction product of each medicine;
the abnormal reaction medicine determining module is used for carrying out reaction correlation analysis on reaction products of medicines in the warehouse to determine abnormal reaction medicines, wherein the abnormal reaction medicines are medicines which can react among the reaction products to generate harmful substances or influence the medicine property;
The abnormal reaction medicine warehouse management module is used for setting a safe warehouse distance based on the abnormal reaction medicines and carrying out warehouse management on the abnormal reaction medicines according to the safe warehouse distance.
In summary, the application provides a drug warehouse management method and system, which have the following technical effects:
1. the problem of medicine quality decline because storage environment sets up unreasonably in the medicine storage process is solved, medicine storage quality can be improved, the drug property and the storage safety of medicine are guaranteed.
2. The method has the advantages that the stored medicines are finely divided according to the characteristics of the medicines, the medicines are marked through the characteristic labels, the importance degree and the stability of the stored medicines can be visually displayed, support is provided for classifying and storing the medicines in the next step, and the efficiency and the accuracy of medicine storage can be improved. By setting the medicine storage time threshold, the storage safety environment monitoring times can be reduced on the premise of ensuring the medicine storage quality, and the labor and time cost is reduced.
3. Through setting up safe storage distance, can avoid the medicine to take place the problem of chemical reaction between the medicine because of the storage mode is improper in storage process, further improve the storage quality of medicine.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The above examples illustrate only a few embodiments of the application, which are described in detail and are not to be construed as limiting the scope of the application. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the application, which are all within the scope of the application. Accordingly, the scope of protection of the present application is to be determined by the appended claims.
Claims (6)
1. A method of medication warehouse management, the method comprising:
the storage environment is subjected to multidimensional environmental parameter acquisition through environmental monitoring equipment, and an environmental monitoring parameter library is constructed;
performing influence and periodic analysis on the environment monitoring parameter library to obtain a storage environment characteristic list;
collecting storage medicine information, analyzing medicine attribute, medicine importance level and medicine component stability according to the storage medicine information, and setting a medicine characteristic label;
Classifying the stored medicines based on the medicine characteristic labels, and establishing a medicine classification characteristic list;
performing correlation analysis by using the medicine classification characteristic list and the storage environment characteristic list to determine a medicine-environment relation list;
setting an environmental threshold value for the stored medicines based on the medicine-environmental relation list, and carrying out storage management on the stored medicines based on the environmental threshold value;
performing influence and periodic analysis on the environment monitoring parameter library to obtain a storage environment characteristic list, wherein the method comprises the following steps:
extracting medicine storage property change data through big data;
analyzing the environmental parameters of the drug storage property change data, and determining the influence relation between the environmental parameters and the drug storage and the storage environment demand threshold, wherein the storage environment demand threshold is the storage environment parameter range for ensuring the drug property;
performing influence analysis on the environment monitoring parameter library by utilizing the influence relation between the environment parameters and the medicine warehouse and the warehouse environment demand threshold value, and determining influence parameter information and environment influence deviation values;
periodically analyzing the environment monitoring parameter library according to the influence parameter information and the environment influence deviation value to determine storage environment periodic information;
According to the influence parameter information, the environmental influence deviation value and the storage environment periodicity information, carrying out data alignment based on the environment acquisition time, and constructing the storage environment characteristic list;
performing correlation analysis by using the medicine classification feature list and the storage environment feature list to determine a medicine-environment relationship list, including:
determining the storage environment characteristics of each storage medicine according to the medicine classification characteristic list;
according to the warehouse environment characteristic list, warehouse environment parameter characteristics of each time node are obtained;
matching the storage environment characteristics of each storage medicine with the storage environment parameter characteristics to determine adaptability environment information and corresponding time period of the storage medicine;
establishing an adaptability relationship between the stored medicines and storage environment parameters based on the adaptability environment information of the stored medicines and the corresponding time period, and constructing the medicine-environment relationship list;
setting an environmental threshold for the stored medicine based on the medicine-environmental relation list, and performing storage management for the stored medicine based on the environmental threshold, including:
determining adaptability environmental information and corresponding time period of the stored medicines according to the medicine-environment relation list;
Determining an environmental parameter threshold based on the fitness environmental information of the stored medicines;
determining a drug storage time threshold according to the time period of the fitness environment information;
and determining warehouse management information to perform environment monitoring and warehouse time monitoring management on the warehouse medicines according to the environment parameter threshold and the medicine warehouse time threshold.
2. The method of claim 1, wherein the multi-dimensional environmental parameter collection of the warehouse environment by the environmental monitoring device, and constructing the environmental monitoring parameter library, comprises:
acquiring temperature data of a storage environment through a temperature sensor to obtain storage temperature information;
acquiring illumination data of the storage environment through an illumination intensity sensor to obtain storage illumination information;
acquiring humidity data of the storage environment through a humidity sensor to obtain storage humidity information;
collecting air components of the storage environment through a space component detection sensor to obtain storage air component information;
carrying out data alignment on the warehouse temperature information, the warehouse illumination information, the warehouse humidity information and the warehouse air component information according to the acquisition time, and establishing a monitoring data set;
And carrying out noise reduction processing on the data of the monitoring data set based on the continuity relation of the acquisition time, and constructing the environment monitoring parameter library by utilizing the storage temperature information, the storage illumination information, the storage humidity information and the storage air component information based on the acquisition time.
3. The method of claim 1, wherein performing analysis of drug attributes, drug importance levels, drug ingredient stability based on the stored drug information, and setting drug feature labels, comprises:
determining the types of traditional Chinese medicine raw materials, traditional Chinese patent medicines, western medicine capsules, western medicine tablets and traditional Chinese medicine decoction pieces for the stored medicine information to obtain medicine attributes;
analyzing the importance degree of the corresponding symptoms of the stored medicine information and the influence degree of the medicine property on life to obtain the medicine importance level;
analyzing the stability of the physical and chemical reactions of the components of the stored medicine information, determining the reaction characteristics of the medicine, analyzing the reaction barrier property of the medicine package, and determining the reaction barrier coefficient;
obtaining the stability of the components of the medicine according to the reaction characteristics and the reaction blocking coefficient of the medicine;
and setting corresponding labels to mark the stored medicines based on the medicine attributes, the medicine importance level and the medicine component stability.
4. The method of claim 1, wherein the method further comprises:
obtaining epidemic symptoms of a current time period, and determining matching medicine information based on the epidemic symptoms of the current time period;
based on the matching medicine information, matching with stored medicines, and determining the quantity and storage positions of the stored medicines;
and carrying out storage history magnitude analysis according to the quantity of the stored medicines and the storage positions, and generating storage adjustment management instructions when the quantity of the stored medicines is lower than the storage history magnitude, wherein the storage adjustment management instructions are used for up-regulating the quantity of matched medicine storages and adjusting the stacking positions.
5. The method of claim 1, wherein the method further comprises:
according to the stored medicine information, carrying out component analysis and medicine packaging analysis on each stored medicine, and determining reaction products of each medicine;
carrying out reaction correlation analysis on reaction products of all medicines in the warehouse to determine abnormal reaction medicines, wherein the abnormal reaction medicines are medicines which can react among the reaction products to generate harmful substances or influence the medicine property;
and setting a safety storage distance based on the abnormal reaction medicines, and carrying out storage management on the abnormal reaction medicines according to the safety storage distance.
6. A pharmaceutical warehousing management system, wherein the system performs the method of any one of claims 1 to 5, the system comprising:
the environment parameter acquisition module is used for acquiring multidimensional environment parameters of the storage environment through the environment monitoring equipment and constructing an environment monitoring parameter library;
the storage environment characteristic list obtaining module is used for carrying out influence and periodic analysis on the environment monitoring parameter library to obtain a storage environment characteristic list;
the drug characteristic label setting module is used for collecting stored drug information, analyzing drug attributes, drug importance levels and drug ingredient stability according to the stored drug information, and setting drug characteristic labels;
the medicine classification feature list establishing module is used for classifying the stored medicines based on the medicine feature labels and establishing a medicine classification feature list;
the medicine-environment relation list determining module is used for performing correlation analysis on the medicine classification characteristic list and the storage environment characteristic list to determine a medicine-environment relation list;
And the medicine warehouse management module is used for setting an environment threshold value for the warehouse medicines based on the medicine-environment relation list and carrying out warehouse management on the warehouse medicines based on the environment threshold value.
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