CN115985479B - RFID medical consumable intelligent shelf warehouse management system, method and device - Google Patents
RFID medical consumable intelligent shelf warehouse management system, method and device Download PDFInfo
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- CN115985479B CN115985479B CN202310270010.6A CN202310270010A CN115985479B CN 115985479 B CN115985479 B CN 115985479B CN 202310270010 A CN202310270010 A CN 202310270010A CN 115985479 B CN115985479 B CN 115985479B
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Abstract
The invention discloses an RFID medical consumable intelligent shelf storage management system, method and device, relates to the technical field of medical consumables, and solves the technical problems that in the prior art, when medical consumable management is carried out, medical consumable application procedures are complex, multi-collar collusion exists, and full-flow accurate management cannot be realized; the invention electronizes the application of medical consumables, and the applicant automatically matches the approver after completing the consumable lead application; after each approver passes the approval, the special label of the applicant is modified according to the applied medical consumable information, and the medical consumable container identifies the special label to finish the leading of medical consumables; the procedure for receiving medical consumables is simplified; according to the method, the consumption of the medical consumable is analyzed by combining the environmental data at regular time, so that the consumable replenishment quantity is predicted and obtained, and the consumable replenishment bill is automatically generated according to the consumable replenishment quantity, so that automatic replenishment of the medical consumable is completed.
Description
Technical Field
The invention belongs to the technical field of medical consumables, relates to an intelligent warehouse management technology of medical consumables, and in particular relates to an RFID medical consumable intelligent shelf warehouse management system, method and device.
Background
The hospital is provided with a medical consumable management system for managing the reception of medical consumables by each department. Under the traditional mode, when each department in the hospital needs medical consumables, after filling in the application form and approval by the director, the medical consumables can be extracted from the consumable library. The traditional mode is complex in procedure, related data are not easy to store, storage management of medical consumables is not facilitated, and therefore improvement on the traditional mode is necessary.
The prior art is generally provided with a non-inductive authentication area on a medical consumable management cabinet, and is used for automatically carrying out identity recognition and unlocking authentication of operators in an RFID communication mode, and realizing locking or unlocking of an electromagnetic shielding glass door by controlling an electric control lock unit, so that identity recognition and consumable dynamic statistics are realized. In the prior art, identity can be automatically identified and medical consumable statistics can be carried out in the medical consumable receiving process, but the problem that the medical consumable application procedure is complex still can not be solved, the problem that consumable is received by the identity can be possibly existed, and the full-flow intelligent management of medical consumable storage can not be realized; therefore, there is a need for a medical consumable intelligent shelf warehouse management system that can achieve efficient acceptance and encryption statistics.
Disclosure of Invention
The present invention aims to solve at least one of the technical problems existing in the prior art; therefore, the invention provides an RFID medical consumable intelligent shelf warehouse management system, an RFID medical consumable intelligent shelf warehouse management method and an RFID medical consumable intelligent shelf warehouse management device, which are used for solving the technical problems that in the prior art, when medical consumable management is carried out, medical consumable application procedures are complex, multi-collar collusion exists, and full-flow accurate management cannot be realized.
In order to achieve the above object, a first aspect of the present invention provides an RFID medical consumable intelligent shelf storage management system, which includes a hub analysis module, and a data acquisition module and an RFID control module connected with the hub analysis module; the data acquisition module is connected with a plurality of intelligent terminals, and the intelligent terminals comprise mobile phones or computers; the intelligent terminal is connected with the central analysis module;
the data acquisition module acquires a consumable material receiving application through the connected intelligent terminal, analyzes the consumable material receiving application, extracts personnel approval sequences, and sends the personnel approval sequences and the consumable material receiving application to the central analysis module;
the central analysis module verifies the stock quantity of the corresponding medical consumable according to the consumable receiving application; when the stock quantity of the medical consumables is satisfied, sending an approval request based on a personnel approval sequence; modifying the special label of the applicant according to the approval result, receiving medical consumables according to the special label, and simultaneously encrypting and storing the receiving process; and
analyzing the consumption of the medical consumable materials by combining the environmental data, further predicting and acquiring the consumable material replenishment quantity, automatically generating a consumable material replenishment bill after approval, and completing automatic replenishment of the medical consumable materials;
the RFID control module identifies the special tag of the applicant, opens a container door lock corresponding to the medical consumable, and judges whether the receiving of the medical consumable is consistent with the record of the special tag; if yes, sending the tie record to a central analysis module; and if not, carrying out forewarning of abnormal collusion.
Preferably, the central analysis module is respectively in communication and/or electric connection with the data acquisition module and the RFID control module; the data acquisition module is in communication and/or electrical connection with a plurality of intelligent terminals;
the RFID control module is electrically connected with the container door lock, the special tag is identified through the RFID identification unit, and the container door lock is controlled according to the identification result.
Preferably, the data acquisition module analyzes the consumable reception application, extracts personnel approval sequences, and includes:
the applicant submits a consumable receiving application through the intelligent terminal; the consumable receiving application comprises consumable names, consumable quantity, consumable usage and applicant information;
and template extraction of consumable lead application, matching of approvers according to the extracted information, arrangement according to the job level of the approvers, and integration of personnel approval sequences.
Preferably, the hub analysis module modifies the private label of the applicant according to the approval result, including:
after all the transmitted approval requests pass through approval, extracting consumable names and consumable quantity in a consumable leading application, generating consumable label information and transmitting the consumable label information to an intelligent terminal of an applicant;
the intelligent terminal verifies the identity of the applicant, then the applicant verifies the consumable label information, and after verification, the consumable label information is written into the special label of the applicant; wherein, the special label records the non-modifiable identity information.
Preferably, the hub analysis module stores the receiving flow in an encrypted manner, including:
extracting a consumable lead application, a personnel approval sequence, an approval result and a lead record, splicing the consumable lead application, the personnel approval sequence, the approval result and the lead record into a consumable lead sequence in a head-tail mode after digital processing, and calculating a hash value of the consumable lead sequence;
after the consumable lead sequence is associated with the hash value, the hash value and the consumable lead sequence are stored or only the hash value is stored in a uplink mode; the uplink storage refers to storage through a blockchain technology.
Preferably, the central analysis module analyzes the consumption of medical consumables in combination with the environmental data, predicts and obtains the consumable supply, and includes:
respectively establishing an environment change curve and a consumable consumption curve by taking time as an independent variable and taking environment data and the consumption of medical consumables as dependent variables; comparing the environmental change curve with the consumable change curve to determine the associated environmental factors of the medical consumables;
and analyzing the current environmental data by combining the associated environmental factors of the medical consumables, and predicting and acquiring the consumable supply.
Preferably, the analyzing the current environmental data by combining the associated environmental factors of the medical consumables predicts and obtains the consumable supply amount, including:
marking the associated environmental factor as i, the corresponding weight coefficient as QXi, the corresponding current environmental data as DHi, and the corresponding environmental reference value as HJi; wherein i is a positive integer;
calculating the consumable replenishment rate HBL by the formula HBL=alpha× [ QX1× (DH 1-HJ 1) +QX2× (DH 2-HJ 2) + … + QXi × (DHi-HJi) ], wherein the consumable replenishment quantity is HCL=HYL× (HBL+1); wherein alpha is a proportional coefficient obtained by empirical simulation, and HYL is a consumable preset quantity.
Preferably, the weight coefficient of the associated environmental factor is determined by comparing an environmental change curve and a consumable change curve, including:
determining a change phase corresponding to the consumable change curve and a matching phase of the matching change phase in an environment change curve corresponding to the associated environment factors;
calculating the first derivative mean values of the change stage and the corresponding matching stage, and marking the first derivative mean values as BDJ and PDJ respectively; the weight coefficient QXi of the associated environmental factor i is calculated by the formula QXi =bdj/PDJ.
The second aspect of the invention provides an RFID medical consumable intelligent shelf storage management method, which comprises the following steps:
acquiring a consumable material receiving application through an intelligent terminal, and analyzing a consumable material receiving application extracting personnel approval sequence; verifying the stock quantity of the corresponding medical consumable according to the consumable receiving application; when the stock quantity of the medical consumables is satisfied, sending an approval request based on a personnel approval sequence;
modifying the special label of the applicant according to the approval result, identifying and verifying the special label when the medical consumable is received, and encrypting and storing the receiving process; and analyzing the consumption of the medical consumable by combining the environmental data, further predicting and acquiring the consumable replenishment quantity, automatically generating a consumable replenishment bill after approval, and completing automatic replenishment of the medical consumable.
The third aspect of the invention provides an RFID medical consumable intelligent shelf storage management device, which comprises a storage medium and a processor; the storage medium is used for storing operation instructions, and the processor executes the operation instructions and is used for controlling the RFID medical consumable intelligent shelf warehouse management system to work.
Compared with the prior art, the invention has the beneficial effects that:
1. the method comprises the steps of electronizing the application of medical consumables, automatically matching approval personnel after the applicant fills out the consumable lead application, and generating personnel approval sequences; after each approver passes the approval, the special label of the applicant is modified according to the applied medical consumable information, and the medical consumable container identifies the special label to finish the leading of medical consumables; the invention is simple and efficient, and simplifies the procedure for receiving medical consumables.
2. According to the method, the consumption of the medical consumable is analyzed by combining the environmental data at regular time, so that the consumable replenishment quantity is predicted and obtained, and a consumable replenishment bill is automatically generated according to the consumable replenishment quantity, so that automatic replenishment of the medical consumable is completed; the invention can predict the consumption condition of medical consumables according to the actual condition, and avoid the untimely supply of the medical consumables.
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In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of the system principle of the present invention;
FIG. 2 is a schematic diagram of the working steps of the present invention.
Detailed Description
The technical solutions of the present invention will be clearly and completely described in connection with the embodiments, and it is obvious that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
When the prior art carries out medical consumable management, in most cases, the application form of the printing consumable is also printed, after confirmation approval is carried out by relevant leaders at all levels, the printing consumable is then delivered to consumable management staff, and the medical consumable can be directly supplied to the applicant under the condition that the medical consumable is sufficient, and under the condition that the medical consumable is insufficient, the application staff can get the consumable after the replenishment is needed. The prior art is complex in consumable application flow, and the phenomenon that consumables cannot be taken in time or even multiple collars are led to cause confusion of medical consumable management and cost rise possibly exists.
Referring to fig. 1, an embodiment of a first aspect of the present invention provides an RFID medical consumable intelligent shelf storage management system, including a hub analysis module, and a data acquisition module and an RFID control module connected with the hub analysis module; the data acquisition module is connected with a plurality of intelligent terminals, and the intelligent terminals comprise mobile phones or computers; the intelligent terminal is connected with the central analysis module; the data acquisition module acquires a consumable material receiving application through the connected intelligent terminal, analyzes the consumable material receiving application, extracts personnel approval sequences, and sends the personnel approval sequences and the consumable material receiving application to the central analysis module; the central analysis module verifies the stock quantity of the corresponding medical consumable according to the consumable receiving application; when the stock quantity of the medical consumables is satisfied, sending an approval request based on a personnel approval sequence; modifying the special label of the applicant according to the approval result, receiving medical consumables according to the special label, and simultaneously encrypting and storing the receiving process; analyzing the consumption of the medical consumable materials by combining the environmental data, further predicting and acquiring the consumable material replenishment quantity, automatically generating a consumable material replenishment bill after approval, and completing automatic replenishment of the medical consumable materials; the RFID control module identifies the special tag of the applicant, opens a container door lock corresponding to the medical consumable, and judges whether the receiving of the medical consumable is consistent with the record of the special tag; if yes, sending the tie record to a central analysis module; and if not, carrying out forewarning of abnormal collusion.
The method comprises the steps of electronizing the application of medical consumables, automatically matching approval personnel after the applicant fills out the consumable lead application, and generating personnel approval sequences; after each approver passes the approval, the special label of the applicant is modified according to the applied medical consumable information, and the medical consumable container identifies the special label to finish the leading of medical consumables; the invention is simple and efficient, and simplifies the procedure for receiving medical consumables.
According to the method, the consumption of the medical consumable is analyzed by combining the environmental data at regular time, so that the consumable replenishment quantity is predicted and obtained, and a consumable replenishment bill is automatically generated according to the consumable replenishment quantity, so that automatic replenishment of the medical consumable is completed; the invention can predict the consumption condition of medical consumables according to the actual condition, and avoid the untimely supply of the medical consumables. The timing may be set according to a set period, such as every week, every month, or may be different quarters and seasons.
The central analysis module is respectively communicated and/or electrically connected with the data acquisition module and the RFID control module; the data acquisition module is in communication and/or electrical connection with a plurality of intelligent terminals; the RFID control module is electrically connected with the container door lock, and the special tag is identified through the RFID identification unit, so that the container door lock is controlled according to the identification result.
The central analysis module is mainly responsible for data processing, performs data interaction with the data acquisition module and the RFID control module, and is also connected with intelligent terminals of the applicant and the approver. The data acquisition module is a data transfer station, and is used for forwarding the consumable material receiving application of the applicant to the central analysis module and forwarding the approval result to the central analysis module. The RFID control module is used for controlling containers for storing medical consumables, identifying special labels of the applicant, and identifying which medical consumables the applicant takes away after passing through.
The application is a hospital staff, each staff is correspondingly provided with a special label, the special label is recorded with non-modifiable identity information and modifiable consumable application information (written after approval), and the consumable application information of the special label can be modified on the set special RFID equipment.
The data acquisition module analyzes the consumable receiving application, extracts personnel approval sequences, and comprises the following steps: the applicant submits a consumable receiving application through the intelligent terminal; and template extraction of consumable lead application, matching of approvers according to the extracted information, arrangement according to the job level of the approvers, and integration of personnel approval sequences.
The consumable receiving application comprises consumable names, consumable quantity, consumable usage and applicant information, and is filled according to actual receiving requirements, namely, the applicant fills in on the intelligent terminal according to the set consumable receiving template. After the template extraction, corresponding approvers are matched according to consumable names and consumable quantity, and personnel approval sequences can be generated according to job level (or leading relation) arrangement. It should be noted that, the approval relationship between the approver and the medical consumable is set in advance, and the approver can be determined generally according to the consumable name.
It should be noted that after the central analysis module obtains the personnel approval sequence, approval information is generated and sent to the approvers simultaneously or in a time-sharing manner, after all personnel approval passes, the approval of the consumable leading application of the applicant is indicated, and after the approval passes, reminding information can be sent to the intelligent terminal of the applicant.
The central analysis module modifies the special label of the applicant according to the approval result, and comprises the following steps: after all the transmitted approval requests pass through approval, extracting consumable names and consumable quantity in a consumable leading application, generating consumable label information and transmitting the consumable label information to an intelligent terminal of an applicant; the intelligent terminal verifies the identity of the applicant, then the applicant verifies the consumable label information, and after verification, the consumable label information is written into the special label of the applicant; wherein, the special label records the non-modifiable identity information.
In order to accurately monitor consumable material receiving, after the consumable material receiving application is approved, the central analysis module extracts the consumable material name and the consumable material quantity in the consumable material receiving application, for example, 10 rolls of medical gauze, and the corresponding consumable material label information is (medical gauze, 10 rolls of medical gauze) and the medical gauze and the quantity can be replaced by labels arranged inside. In order to prevent imposition, the consumable label information is sent to the applicant after being generated, the applicant is required to verify the consumable label information, and after verification, the consumable label information is written into a special label of the applicant through special RFID equipment, and the special label can be stored in a work card or a special RFID card.
The applicant carries the special label to the RFID identification area of the counter, the corresponding RFID control module identifies the information of the special label, the counter door lock is opened when the requirement is met, meanwhile, medical consumables which the applicant receives are monitored, and if the medical consumables are inconsistent with the records of the special label, early warning is timely carried out.
In an alternative embodiment, the hub analysis module stores the collage process in encrypted form, including: extracting a consumable lead application, a personnel approval sequence, an approval result and a lead record, splicing the consumable lead application, the personnel approval sequence, the approval result and the lead record into a consumable lead sequence in a head-tail mode after digital processing, and calculating a hash value of the consumable lead sequence; after the consumable lead sequence is associated with the hash value, the hash value and the consumable lead sequence are stored or only the hash value is stored in the uplink.
The application and the important data of the receiving process of the medical consumable are arranged, part of the data are digitized or labeled as necessary, then the hash value of the consumable receiving sequence is stored in the blockchain, and the corresponding consumable receiving sequence can be stored in the blockchain. And meanwhile, consumable lead sequence backup is required to be stored in the central analysis module so as to read the call.
The central analysis module analyzes the consumption of medical consumables by combining the environmental data, predicts and acquires the consumable supply, and comprises the following steps: respectively establishing an environment change curve and a consumable consumption curve by taking time as an independent variable and taking environment data and the consumption of medical consumables as dependent variables; comparing the environmental change curve with the consumable change curve to determine the associated environmental factors of the medical consumables; and analyzing the current environmental data by combining the associated environmental factors of the medical consumables, and predicting and acquiring the consumable supply.
The method predicts the future consumption of the medical consumable, and mainly considers the influence of environmental changes on the medical consumable. The environmental data mainly comprise temperature, humidity, bad weather, population changes and the like, and the consumption of medical consumables can be influenced by abrupt changes of any environmental data. Analysis shows that the change of the environmental data causes the change of the medical consumable, so that the change trend of the environmental data and the change trend of the environmental data have consistency, the environmental data with higher consistency are marked as the associated environmental factors corresponding to the medical consumable, if heatstroke is caused by high temperature, the consumption of the medical consumable related to heatstroke is increased.
In one embodiment, analyzing current environmental data in combination with associated environmental factors of medical consumables, predicting acquisition of consumable supply amounts includes: marking the associated environmental factor as i, the corresponding weight coefficient as QXi, the corresponding current environmental data as DHi, and the corresponding environmental reference value as HJi; the consumable replenishment rate HBL is calculated by the formula hbl=α× [ QX1× (DH 1-HJ 1) +qx2× (DH 2-HJ 2) + … + QXi × (DHi-HJi) ], and the consumable replenishment amount is hcl=hyl× (hbl+1). The HYL is a preset amount of consumable materials and can be understood as the storage amount in the current warehouse.
In the above embodiments, the medical consumable is a mask, and the corresponding relevant environmental factors are temperature, humidity and population density; each associated environmental factor corresponds to a reference value, and it can be understood that the number of masks reserved in the hospital can meet the requirement under the condition of the reference value. If the temperature, the humidity and the population density are respectively increased by 2 units, 4 units and 4 units relative to the corresponding reference values, the consumable replenishment rate is 10 alpha, and then the consumable replenishment quantity is determined. In addition to the calculation through fitting formulas, the method can also be calculated through an artificial intelligent model, for example [ (QX 1, DH1, HJ 1), (QX 2, DH2, HJ 2), …, (Qxi, DHi, hji) ] is taken as the input of the artificial intelligent model, and the corresponding output is the consumable replenishment rate.
In an alternative embodiment, the weight coefficients associated with the environmental factors are determined by comparing the environmental profile with the consumable profile, comprising: determining a change phase corresponding to the consumable change curve and a matching phase of the matching change phase in an environment change curve corresponding to the associated environment factors; calculating the first derivative mean values of the change stage and the corresponding matching stage, and marking the first derivative mean values as BDJ and PDJ respectively; the weight coefficient QXi of the associated environmental factor i is calculated by the formula QXi =bdj/PDJ.
The weight coefficient of each associated environmental factor is very important for predicting the consumable supply quantity, and the embodiment selects a stage in which the consistency change exists in the environmental change curve and the consumable change curve, namely, the associated environmental factor rises (or falls) for a period of time in the stage, the medical consumable also changes in the same direction (or changes reversely) in the period of time, and the ratio of the first derivative values of the two curves in the period of time is taken as the weight coefficient of the associated environmental factor, so that the acquisition is simple and the practical significance is realized.
Referring to fig. 2, an embodiment of a second aspect of the present invention provides an RFID medical consumable intelligent shelf storage management method, including: acquiring a consumable material receiving application through an intelligent terminal, and analyzing a consumable material receiving application extracting personnel approval sequence; verifying the stock quantity of the corresponding medical consumable according to the consumable receiving application; when the stock quantity of the medical consumables is satisfied, sending an approval request based on a personnel approval sequence; modifying the special label of the applicant according to the approval result, identifying and verifying the special label when the medical consumable is received, and encrypting and storing the receiving process; and analyzing the consumption of the medical consumable by combining the environmental data, further predicting and acquiring the consumable replenishment quantity, automatically generating a consumable replenishment bill after approval, and completing automatic replenishment of the medical consumable.
An embodiment of a third aspect of the present invention provides an RFID medical consumable intelligent shelf storage management device, including a storage medium and a processor; the storage medium is used for storing operation instructions, and the processor executes the operation instructions to control the RFID medical consumable intelligent shelf storage management system to work.
The storage medium and the processor may be integrated in a server which, after necessary connections, may complete the full process management of the medical supplies.
The partial data in the formula are all obtained by removing dimension and taking the numerical value for calculation, and the formula is a formula closest to the real situation obtained by simulating a large amount of collected data through software; the preset parameters and the preset threshold values in the formula are set by those skilled in the art according to actual conditions or are obtained through mass data simulation.
The working principle of the invention is as follows:
acquiring a consumable material receiving application through an intelligent terminal, and analyzing a consumable material receiving application extracting personnel approval sequence; verifying the stock quantity of the corresponding medical consumable according to the consumable receiving application; and when the stock quantity of the medical consumable is satisfied, sending an approval request based on the personnel approval sequence.
Modifying the special label of the applicant according to the approval result, identifying and verifying the special label when the medical consumable is received, and encrypting and storing the receiving process; and analyzing the consumption of the medical consumable by combining the environmental data, further predicting and acquiring the consumable replenishment quantity, automatically generating a consumable replenishment bill after approval, and completing automatic replenishment of the medical consumable.
The above embodiments are only for illustrating the technical method of the present invention and not for limiting the same, and it should be understood by those skilled in the art that the technical method of the present invention may be modified or substituted without departing from the spirit and scope of the technical method of the present invention.
Claims (7)
- The intelligent storage management system of the RFID medical consumable goods comprises a central analysis module, and a data acquisition module and an RFID control module which are connected with the central analysis module; the data acquisition module is connected with a plurality of intelligent terminals, and the intelligent terminals comprise mobile phones or computers; the intelligent terminal is connected with the central analysis module; the method is characterized in that:the data acquisition module acquires a consumable material receiving application through the connected intelligent terminal, analyzes the consumable material receiving application, extracts personnel approval sequences, and sends the personnel approval sequences and the consumable material receiving application to the central analysis module;the central analysis module verifies the stock quantity of the corresponding medical consumable according to the consumable receiving application; when the stock quantity of the medical consumables is satisfied, sending an approval request based on a personnel approval sequence; modifying the special label of the applicant according to the approval result, receiving medical consumables according to the special label, and simultaneously encrypting and storing the receiving process; andanalyzing the consumption of the medical consumable materials by combining the environmental data, further predicting and acquiring the consumable material replenishment quantity, automatically generating a consumable material replenishment bill after approval, and completing automatic replenishment of the medical consumable materials;the RFID control module identifies the special tag of the applicant, opens a container door lock corresponding to the medical consumable, and judges whether the receiving of the medical consumable is consistent with the record of the special tag; if yes, sending the tie record to a central analysis module; if not, carrying out forewarning of abnormal collusion;the central analysis module analyzes the consumption of medical consumables in combination with environmental data, predicts and obtains the consumable supply, and comprises:respectively establishing an environment change curve and a consumable consumption curve by taking time as an independent variable and taking environment data and the consumption of medical consumables as dependent variables; comparing the environmental change curve with the consumable change curve to determine the associated environmental factors of the medical consumables;analyzing current environmental data by combining the associated environmental factors of medical consumables, and predicting and acquiring the consumable supply;the associated environmental factors of the combined medical consumables analyze the current environmental data, forecast and acquire the consumable supply, and the method comprises the following steps:marking the associated environmental factor as i, the corresponding weight coefficient as QXi, the corresponding current environmental data as DHi, and the corresponding environmental reference value as HJi; wherein i is a positive integer;calculating the consumable replenishment rate HBL by the formula HBL=alpha× [ QX1× (DH 1-HJ 1) +QX2× (DH 2-HJ 2) + … + QXi × (DHi-HJi) ], wherein the consumable replenishment quantity is HCL=HYL× (HBL+1); wherein alpha is a proportional coefficient obtained according to empirical simulation, and HYL is a consumable preset quantity;the weight coefficient of the associated environmental factor is determined by comparing the environmental change curve with the consumable change curve, and the method comprises the following steps:determining a change phase corresponding to the consumable change curve and a matching phase of the matching change phase in an environment change curve corresponding to the associated environment factors;calculating the first derivative mean values of the change stage and the corresponding matching stage, and marking the first derivative mean values as BDJ and PDJ respectively; the weight coefficient QXi of the associated environmental factor i is calculated by the formula QXi =bdj/PDJ.
- 2. The RFID medical consumable intelligent shelf inventory management system of claim 1, wherein the hub analysis module is in communication and/or electrical connection with a data acquisition module and an RFID control module, respectively; the data acquisition module is in communication and/or electrical connection with a plurality of intelligent terminals;the RFID control module is electrically connected with the container door lock, the special tag is identified through the RFID identification unit, and the container door lock is controlled according to the identification result.
- 3. The RFID medical consumable intelligent shelf warehouse management system of claim 1, wherein the data collection module parses a consumable lead application, extracts personnel approval sequences, comprising:the applicant submits a consumable receiving application through the intelligent terminal; the consumable receiving application comprises consumable names, consumable quantity, consumable usage and applicant information;and template extraction of consumable lead application, matching of approvers according to the extracted information, arrangement according to the job level of the approvers, and integration of personnel approval sequences.
- 4. The RFID medical consumable intelligent shelf inventory management system of claim 1, wherein the hub analysis module modifies applicant's proprietary tag based on approval results, comprising:after all the transmitted approval requests pass through approval, extracting consumable names and consumable quantity in a consumable leading application, generating consumable label information and transmitting the consumable label information to an intelligent terminal of an applicant;the intelligent terminal verifies the identity of the applicant, then the applicant verifies the consumable label information, and after verification, the consumable label information is written into the special label of the applicant; wherein, the special label records the non-modifiable identity information.
- 5. The RFID medical consumable intelligent shelf inventory management system of claim 4, wherein the hub analysis module encrypts and stores a lead process, comprising:extracting a consumable lead application, a personnel approval sequence, an approval result and a lead record, splicing the consumable lead application, the personnel approval sequence, the approval result and the lead record into a consumable lead sequence in a head-tail mode after digital processing, and calculating a hash value of the consumable lead sequence;after the consumable lead sequence is associated with the hash value, the hash value and the consumable lead sequence are stored or only the hash value is stored in a uplink mode; the uplink storage refers to storage through a blockchain technology.
- An RFID medical consumable intelligent shelf warehouse management method, which operates based on the RFID medical consumable intelligent shelf warehouse management system according to any one of claims 1 to 5, comprising:acquiring a consumable material receiving application through an intelligent terminal, and analyzing a consumable material receiving application extracting personnel approval sequence; verifying the stock quantity of the corresponding medical consumable according to the consumable receiving application; when the stock quantity of the medical consumables is satisfied, sending an approval request based on a personnel approval sequence;modifying the special label of the applicant according to the approval result, identifying and verifying the special label when the medical consumable is received, and encrypting and storing the receiving process; and analyzing the consumption of the medical consumable by combining the environmental data, further predicting and acquiring the consumable replenishment quantity, automatically generating a consumable replenishment bill after approval, and completing automatic replenishment of the medical consumable.
- The RFID medical consumable intelligent shelf storage management device is characterized by comprising a storage medium and a processor; the storage medium is used for storing operation instructions, and the processor executes the operation instructions to control the RFID medical consumable intelligent shelf storage management system according to any one of claims 1 to 5 to work.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202310270010.6A CN115985479B (en) | 2023-03-20 | 2023-03-20 | RFID medical consumable intelligent shelf warehouse management system, method and device |
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| CN202310270010.6A CN115985479B (en) | 2023-03-20 | 2023-03-20 | RFID medical consumable intelligent shelf warehouse management system, method and device |
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| CN115985479B true CN115985479B (en) | 2023-06-13 |
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