CN115985479A - RFID medical consumable intelligent goods shelf warehousing management system, method and device - Google Patents
RFID medical consumable intelligent goods shelf warehousing management system, method and device Download PDFInfo
- Publication number
- CN115985479A CN115985479A CN202310270010.6A CN202310270010A CN115985479A CN 115985479 A CN115985479 A CN 115985479A CN 202310270010 A CN202310270010 A CN 202310270010A CN 115985479 A CN115985479 A CN 115985479A
- Authority
- CN
- China
- Prior art keywords
- consumable
- medical
- approval
- consumables
- rfid
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Landscapes
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention discloses a RFID medical consumable intelligent shelf warehouse management system, a method and a 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, the medical consumable application procedure is complex, the phenomenon of multi-collar falsely-leading exists, and the full-flow accurate management cannot be realized; the application of the medical consumables is electronized, and an applicant automatically matches an approval person after completing the consumable acceptance application; after each approval personnel approves the medical supplies, the special label of the applicant is modified according to the applied medical supply information, and the medical supply container can identify the special label to finish the reception of the medical supplies; the procedure of medical consumable material receiving is simplified; the consumption of the medical consumables is analyzed in a timing and environment data combination mode, the consumable replenishment quantity is obtained in a prediction mode, a consumable replenishment list is automatically generated according to the consumable replenishment quantity, and automatic replenishment of the medical consumables is completed.
Description
Technical Field
The invention belongs to the technical field of medical consumables, and relates to an intelligent warehousing management technology of medical consumables, in particular to a RFID medical consumable intelligent shelf warehousing management system, a method and a device.
Background
The hospital is provided with a medical consumable management system for managing the acceptance of medical consumables by each department. In the traditional mode, when medical consumables are needed in each department in a hospital, the medical consumables can be extracted from the consumable library after the application form is filled in and approved by a leader. The traditional method has complex procedures, and related data are not easy to store, which is not beneficial to the storage management of medical consumables, so that the traditional method is necessary to be improved.
In the prior art, a noninductive authentication area is generally arranged on a medical consumable management cabinet and used for automatically carrying out identity recognition and unlocking authentication of an operator in an RFID communication mode, and then an electronic control lock unit is controlled to lock or unlock an electromagnetic shielding glass door, so that identity recognition and consumable dynamic statistics are realized. In the prior art, in the process of receiving medical consumables, the identity can be automatically identified and the medical consumables can be counted, but the problem of complex application procedure of the medical consumables can not be solved, the problem of receiving consumables by falsely using the identity can also exist, and the full-flow intelligent management of medical consumables storage can not be realized; therefore, a medical consumable intelligent shelf warehousing management system capable of realizing efficient utilization and encrypted statistics is needed.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art; therefore, the invention provides a RFID medical consumable intelligent goods shelf warehousing management system, a method and a device, which are used for solving the technical problems that when medical consumable management is carried out in the prior art, the application procedure of medical consumables is complex, multiple fields are caused, and the full-process 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 warehousing management system, which includes a central analysis module, and a data acquisition module and an RFID control module connected thereto; the data acquisition module is connected with a plurality of intelligent terminals, and each intelligent terminal comprises a mobile phone or a computer; the intelligent terminal is connected with the central pivot analysis module;
the data acquisition module acquires consumable supply acceptance application through the connected intelligent terminal, analyzes the consumable supply acceptance application extraction personnel approval sequence, and sends the personnel approval sequence and the consumable supply acceptance application to the central hub analysis module;
the central pivot analysis module verifies the inventory of the corresponding medical consumables according to the consumable material receiving application; when the inventory of the medical consumables is met, an examination and approval request is sent based on a personnel examination and approval sequence; modifying the special label of the applicant according to the approval result, receiving the medical consumables according to the special label, and simultaneously encrypting and storing the receiving process; and
analyzing the consumption of the medical consumables by combining the environmental data, predicting and acquiring the consumable replenishment quantity, automatically generating a consumable replenishment list after approval, and completing the automatic replenishment of the medical consumables;
the RFID control module identifies the special label of the applicant, opens the door lock of the container corresponding to the medical consumables and judges whether the acceptance of the medical consumables is consistent with the record of the special label; if yes, the record for the collar is sent to a central pivot analysis module; otherwise, carrying out receiving abnormity early warning.
Preferably, the central analysis module is respectively in communication and/or electrical connection with the data acquisition module and the RFID control module; the data acquisition module is in communication and/or electrical connection with the intelligent terminals;
the RFID control module is electrically connected with the container door lock, and the special label is identified through the RFID identification unit, so that the container door lock is controlled according to the identification result.
Preferably, the data acquisition module analyzes the application for taking consumables and extracts an approval sequence of personnel, and the method comprises the following steps:
the applicant submits a consumable material receiving application through the intelligent terminal; the consumable receiving application comprises a consumable name, consumable quantity, consumable usage and applicant information;
and extracting consumable receiving application in a template mode, matching examination and approval personnel according to the extracted information, arranging according to the job levels of the examination and approval personnel, and integrating and generating personnel examination and approval sequences.
Preferably, the pivot analysis module modifies the applicant's specific label according to the approval result, including:
after all the transmitted approval requests are approved, extracting consumable names and consumable quantity in the consumable acceptance application, generating consumable label information and transmitting the consumable label information to the intelligent terminal of the applicant;
the intelligent terminal verifies the identity of the applicant, then the applicant verifies the consumable label information, and the consumable label information is written into a special label of the applicant after the verification is passed; wherein the special label records identity information which cannot be modified.
Preferably, the hub analysis module encrypts and stores the pickup flow, and includes:
extracting consumable material receiving application, personnel approval sequence, approval result and receiving record, splicing head and tail after digital processing to form a consumable material receiving sequence, and calculating the hash value of the consumable material receiving sequence;
after the consumable acceptance sequence is associated with the hash value, the hash value and the consumable acceptance sequence are linked or only the hash value is linked; the uplink storage refers to storage by a block chain technique.
Preferably, the central analysis module analyzes consumption of medical consumables according to the environmental data, and predicts and obtains replenishment quantity of consumables, including:
respectively establishing an environment change curve and a consumable consumption curve by taking time as an independent variable and taking the environment data and the consumption of medical consumables as dependent variables; comparing the environment change curve with the consumable change curve to determine the associated environment factors of the medical consumables;
and analyzing the current environmental data by combining the relevant environmental factors of the medical consumables, and predicting and obtaining the replenishment quantity of the consumables.
Preferably, the analyzing the current environmental data by combining the relevant environmental factors of the medical consumables and predicting the replenishment quantity of the consumables comprises:
marking the relevant environment factors as i, marking the corresponding weight coefficients as Qxi, marking the corresponding current environment data as DHi, and marking the corresponding environment reference value as HJi; wherein i is a positive integer;
calculating the consumable replenishment rate HBL through a formula HBL = alpha x [ QX1 x (DH 1-HJ 1) + QX2 x (DH 2-HJ 2) + 8230; + QXi x (DHi-HJi) ], wherein the consumable replenishment quantity is HCL = HYL x (HBL + 1); wherein, alpha is a proportional coefficient obtained according to 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, and includes:
determining a change stage corresponding to the consumable change curve and a matching stage for matching the change stage in the environment change curve corresponding to the associated environmental factors;
calculating the first derivative mean values of the change stage and the corresponding matching stage, and respectively marking the first derivative mean values as BDJ and PDJ; the weight coefficient QXi of the associated environmental factor i is calculated by the formula QXi = BDJ/PDJ.
The invention provides a RFID medical consumables intelligent shelf warehousing management method, which comprises the following steps:
acquiring consumable supply acceptance application through an intelligent terminal, and analyzing an examination and approval sequence of consumable supply acceptance application extractors; verifying the inventory of the corresponding medical consumables according to the consumable acceptance application; when the inventory of the medical consumables is met, an approval request is sent 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 consumables are received, and simultaneously carrying out encrypted storage on the receiving process; and analyzing the consumption of the medical consumables by combining the environmental data, predicting and acquiring the consumable replenishment quantity, and automatically generating a consumable replenishment list after approval to complete the automatic replenishment of the medical consumables.
The invention provides an RFID medical consumables intelligent shelf warehousing 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 to control the RFID medical consumable intelligent shelf warehousing management system to work.
Compared with the prior art, the invention has the beneficial effects that:
1. according to the invention, the application of medical consumables is electronized, and an applicant automatically matches an approval staff after completing the consumable acceptance application, so as to generate a staff approval sequence; after each examining and approving person passes the examination and approval, the special label of the applicant is modified according to the applied medical consumable material information, and the medical consumable material container can finish the reception of the medical consumable material by identifying the special label; the invention is simple and efficient, and simplifies the procedure of medical consumable material application.
2. The consumption of the medical consumables is analyzed in a timing and environment data combination mode, the consumable replenishment quantity is obtained in a prediction mode, a consumable replenishment bill is automatically generated according to the consumable replenishment quantity, and automatic replenishment of the medical consumables is completed; the invention can predict the consumption condition of the medical consumables according to the actual condition and avoid the untimely supply of the medical consumables.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a schematic diagram of the system 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 described clearly and completely with reference to the following embodiments, and it should be understood that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the prior art, when medical supplies are managed, the supplies application form is printed under most conditions, and is handed over to the supplies management personnel after being confirmed and approved by the relevant leaders at all levels, so that the medical supplies can be directly given to the applicant under the condition of being sufficient, and the supplies can be received by the applicant after being supplemented under the condition of being insufficient. In the prior art, the consumable application flow is complex, the phenomenon that consumables cannot be obtained in time and even multi-collar falsely-received consumables can exist, so that the management of medical consumables is disordered and the cost is increased.
Referring to fig. 1, in a first aspect of the present invention, an RFID medical consumable intelligent shelf warehousing management system is provided, including a central analysis module, and a data acquisition module and an RFID control module connected thereto; the data acquisition module is connected with a plurality of intelligent terminals, and each intelligent terminal comprises a mobile phone or a computer; the intelligent terminal is connected with the central pivot analysis module; the data acquisition module acquires consumable supply acceptance application through the connected intelligent terminal, analyzes the consumable supply acceptance application extraction personnel approval sequence, and sends the personnel approval sequence and the consumable supply acceptance application to the central hub analysis module; the central pivot analysis module verifies the inventory of the corresponding medical consumables according to the consumable material receiving application; when the inventory of the medical consumables is met, an approval request is sent based on the personnel approval sequence; modifying the special label of the applicant according to the approval result, receiving the medical consumables according to the special label, and simultaneously encrypting and storing the receiving process; analyzing the consumption of the medical consumables by combining with the environmental data so as to predict and obtain the consumable replenishment quantity, and automatically generating a consumable replenishment bill after approval to complete the automatic replenishment of the medical consumables; the RFID control module identifies the special label of the applicant, opens the door lock of the container corresponding to the medical consumables and judges whether the acceptance of the medical consumables is consistent with the record of the special label; if yes, the record for the collar is sent to a central pivot analysis module; otherwise, carrying out receiving abnormity early warning.
According to the invention, the application of medical consumables is electronized, and an applicant automatically matches an approval staff after completing the consumable acceptance application, so as to generate a staff approval sequence; after each examining and approving person passes the examination and approval, the special label of the applicant is modified according to the applied medical consumable information, and the medical consumable container identification special label can finish the receiving of the medical consumable; the invention is simple and efficient, and simplifies the procedure of medical consumable material application.
The consumption of the medical consumables is analyzed in a timing mode by combining environmental data, so that the consumable replenishment quantity is obtained in a prediction mode, a consumable replenishment bill is automatically generated according to the consumable replenishment quantity, and the automatic replenishment of the medical consumables is completed; the invention can predict the consumption condition of the medical consumables according to the actual condition, and avoid untimely supply of the medical consumables. The timing here may be based on a set period, such as every week, every month, or may be different seasons 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 the intelligent terminals; the RFID control module is electrically connected with the container door lock, and controls the container door lock according to the identification result by identifying the special label through the RFID identification unit.
The pivot 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 an applicant and an approval person. The data acquisition module is a data transfer station, forwards the consumable acceptance application of the applicant to the central control analysis module, and forwards the approval result to the central control analysis module. The RFID control module is used for actually controlling the container for storing the medical consumables, identifying the special label of the applicant, and then identifying which medical consumables are taken away by the applicant.
The applicant is the staff of hospital, and every staff all corresponds a special label of configuration, has recorded unchangeable identity information in this special label to and modifiable consumptive material application information (write in after approving), and the consumptive material application information of this special label can be revised on the special RFID equipment that sets up.
The data acquisition module analyzes the consumable material receiving application and extracts the personnel approval sequence, and the method comprises the following steps: the applicant submits a consumable material receiving application through the intelligent terminal; extracting consumable acceptance application in a template mode, matching examination and approval personnel according to the extracted information, arranging according to the job levels of the examination and approval personnel, and integrating and generating personnel examination and approval sequences.
The consumable material receiving application comprises consumable material names, consumable material quantity, consumable material purposes and applicant information, and is filled according to actual receiving requirements, namely the applicant fills on the intelligent terminal according to a set consumable material receiving template. After the template extraction, corresponding examination and approval personnel are matched according to the names of the consumables and the quantity of the consumables, and personnel examination and approval sequences can be generated according to the ranking (or leadership). It should be noted that the approval relationship between the approval staff and the medical supplies is set in advance, and the approval staff can be determined according to the names of the supplies.
It should be noted that after the central analysis module obtains the personnel approval sequence, the generated approval information is sent to the approval personnel at the same time or in different time, after the approval of all the personnel is passed, the central analysis module indicates that the consumable material acceptance application approval of the applicant is passed, and after the approval is passed, the central analysis module can send reminding information to the intelligent terminal of the applicant.
The central pivot 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 are approved, extracting consumable names and consumable quantity in the consumable acceptance application, generating consumable label information and transmitting the consumable label information to the intelligent terminal of the applicant; the intelligent terminal verifies the identity of the applicant, then the applicant verifies the consumable label information, and the consumable label information is written into a special label of the applicant after the verification is passed; wherein the special label records identity information which cannot be modified.
In order to receive and use and carry out accurate control to the consumptive material, receive the application and approved after the consumptive material, maincenter analysis module draws consumptive material name and consumptive material quantity in the consumptive material receives the application, if 10 rolls up medical gauze, then corresponding consumptive material label information be (medical gauze, 10 rolls up), medical gauze and quantity also can replace with the label of inside setting. In order to prevent impersonation, the consumable label information is sent to the applicant after being generated, the applicant is required to verify the consumable label information, after the verification is passed, 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 certificate or a special RFID card.
The applicant carries special label to the RFID discernment district of packing cupboard, and the information of the special label of RFID control module discernment that corresponds satisfies the requirement then opens the packing cupboard lock, monitors the medical consumables that the applicant received simultaneously, if inconsistent with the special label record, then in time carries out the early warning.
In an optional embodiment, the hub analysis module performs encrypted storage on the pickup flow, and includes: extracting consumable material receiving application, personnel approval sequence, approval result and receiving record, splicing head and tail after digital processing to form a consumable material receiving sequence, and calculating the hash value of the consumable material receiving sequence; after associating the consumable acceptance sequence with the hash value, the hash value and the consumable acceptance sequence are linked or only the hash value is linked up.
The application of the medical consumables and important data of the receiving process are collated, partial data are digitized or labeled as required, and then the hash values of the consumable receiving sequence are stored in the blockchain, and of course, the corresponding consumable receiving sequence can also be stored in the blockchain. Meanwhile, the consumable material receiving sequence backup is required to be stored in the central analysis module so as to be read and called.
The invention discloses a central analysis module which analyzes the consumption of medical consumables according to environmental data and predicts and obtains the replenishment quantity of consumables, and the central analysis module comprises the following steps: respectively establishing an environment change curve and a consumable consumption curve by taking time as an independent variable and taking the environment data and the consumption of medical consumables as dependent variables; comparing the environment change curve with the consumable change curve to determine the associated environment factors of the medical consumables; and analyzing the current environmental data by combining the relevant environmental factors of the medical consumables, and predicting to obtain the consumable replenishment quantity.
The method predicts the future consumption of the medical consumables, and mainly considers the influence of environmental change on the medical consumables. The environmental data mainly comprises temperature, humidity, severe weather, population change and the like, and sudden change of any environmental data can influence the consumption of medical consumables. Analysis shows that the change of the environmental data causes the change of the medical consumables, so that the change trends of the environmental data and the medical consumables are consistent, the environmental data with higher consistency is marked as the relevant environmental factors of the corresponding medical consumables, and if heatstroke is caused by high temperature, the consumption of the medical consumables related to the heatstroke is increased.
In one embodiment, analyzing the current environmental data in combination with the associated environmental factors of the medical supplies to predict the replenishment quantity of the supplies comprises: marking the associated environmental factors as i, marking the corresponding weight coefficients as Qxi, marking the corresponding current environmental data as DHi, and marking the corresponding environmental reference value as HJi; the consumable replenishment rate HBL is calculated by the formula HBL = alpha x [ QX1 x (DH 1-HJ 1) + QX2 x (DH 2-HJ 2) + ... + Qxi x (DHi-HJi) ], and the consumable replenishment amount is HCL = HYL x (HBL + 1). HYL is a preset amount of consumables and can also be understood as the storage amount in the current warehouse.
For example, in the above embodiments, the medical supplies are masks, and the associated environmental factors are temperature, humidity, and population density; each relevant environmental factor corresponds to a reference value, and it can be understood that the number of the masks reserved in the hospital can meet the requirement under 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 replenishment rate of the consumable is 10 alpha, and then the replenishment quantity of the consumable is determined. Besides the calculation by the fitting formula, the calculation can be performed by an artificial intelligence model, for example, [ (QX 1, DH1, HJ 1), (QX 2, DH2, HJ 2), ... (QXi, DHi, HJi) ] is used as the input of the artificial intelligence model, and the corresponding output is the consumable replenishment rate.
In an alternative embodiment, the weight coefficient associated with the environmental factor is determined by comparing the environmental change curve and the consumable change curve, and comprises: determining a change stage corresponding to the consumable change curve and a matching stage for matching the change stage in the environment change curve corresponding to the associated environmental factors; calculating the first derivative mean values of the change stage and the corresponding matching stage, and respectively marking the first derivative mean values as BDJ and PDJ; the weight coefficient QXi of the associated environmental factor i is calculated by the formula QXi = BDJ/PDJ.
The weighting coefficients of all relevant environmental factors are very important for predicting the replenishment quantity of the consumable, the embodiment selects a stage in which the environmental change curve and the consumable change curve have consistent change, namely the relevant environmental factors in the stage rise (or fall) for a period of time, the medical consumable also changes in the same direction (or reversely) in the period of time, and the ratio of the first derivative values of the two curves in the period is taken as the weighting coefficient of the relevant environmental factors, so that the acquisition is simple and has practical significance.
Referring to fig. 2, a second embodiment of the present invention provides a method for RFID medical consumables intelligent shelf warehousing management, including: acquiring a consumable supply acceptance application through an intelligent terminal, and analyzing an examination and approval sequence of a consumable supply acceptance application extractor; verifying the inventory of the corresponding medical consumables according to the consumable receiving application; when the inventory of the medical consumables is met, an approval request is sent 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 consumables are received, and simultaneously carrying out encrypted storage on the receiving process; and analyzing the consumption of the medical consumables by combining the environmental data, predicting and acquiring the consumable replenishment quantity, and automatically generating a consumable replenishment list after approval to complete the automatic replenishment of the medical consumables.
According to a third aspect of the embodiment of the invention, the RFID medical consumable intelligent shelf warehousing management device comprises 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 warehousing management system to work.
The storage medium and the processor may be integrated into a server that performs the full flow management of the medical supplies after making the necessary connections.
Part of data in the formula is obtained by removing dimension and taking the value to calculate, and the formula is obtained by simulating a large amount of collected data through software and is closest to a real situation; the preset parameters and the preset threshold values in the formula are set by those skilled in the art according to actual conditions or obtained through simulation of a large amount of data.
The working principle of the invention is as follows:
acquiring a consumable supply acceptance application through an intelligent terminal, and analyzing an examination and approval sequence of a consumable supply acceptance application extractor; verifying the inventory of the corresponding medical consumables according to the consumable acceptance application; and when the inventory of the medical consumables is met, sending an examination and approval request based on the personnel examination and approval sequence.
Modifying the special label of the applicant according to the approval result, identifying and verifying the special label when the medical consumables are received, and simultaneously carrying out encrypted storage on the receiving process; and analyzing the consumption of the medical consumables by combining the environmental data, predicting and acquiring the consumable replenishment quantity, and automatically generating a consumable replenishment list after approval to complete the automatic replenishment of the medical consumables.
Although the present invention has been described in detail with reference to the preferred embodiments, it will be understood by those skilled in the art that various changes may be made and equivalents may be substituted for elements thereof without departing from the scope of the present invention.
Claims (10)
- The RFID medical consumable intelligent shelf warehousing management system 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 each intelligent terminal comprises a mobile phone or a computer; the intelligent terminal is connected with the central pivot analysis module; the method is characterized in that:the data acquisition module acquires consumable supply acceptance application through the connected intelligent terminal, analyzes the consumable supply acceptance application extraction personnel approval sequence, and sends the personnel approval sequence and the consumable supply acceptance application to the central hub analysis module;the central pivot analysis module verifies the inventory of the corresponding medical consumables according to the consumable material receiving application; when the inventory of the medical consumables is met, an approval request is sent based on the personnel approval sequence; modifying the special label of the applicant according to the approval result, receiving the medical consumables according to the special label, and simultaneously encrypting and storing the receiving process; andanalyzing the consumption of the medical consumables by combining with the environmental data so as to predict and obtain the consumable replenishment quantity, and automatically generating a consumable replenishment list after approval to complete the automatic replenishment of the medical consumables;the RFID control module identifies the special label of the applicant, opens the door lock of the container corresponding to the medical consumables and judges whether the acceptance of the medical consumables is consistent with the record of the special label; if yes, the record for the collar is sent to a central pivot analysis module; otherwise, carrying out receiving abnormity early warning.
- 2. The RFID medical consumable intelligent shelf warehousing management system of claim 1, wherein the central analysis module is in communication and/or electrical connection with the data acquisition module and the RFID control module, respectively; the data acquisition module is in communication and/or electrical connection with the intelligent terminals;the RFID control module is electrically connected with the container door lock, and the special label is identified through the RFID identification unit, so that the container door lock is controlled according to the identification result.
- 3. The RFID medical consumable intelligent shelf warehousing management system of claim 1, wherein the data acquisition module parses a consumable acceptance application, extracts a personnel approval sequence, comprising:the applicant submits a consumable material receiving application through the intelligent terminal; the consumable receiving application comprises a consumable name, consumable quantity, consumable usage and applicant information;extracting consumable acceptance application in a template mode, matching examination and approval personnel according to the extracted information, arranging according to the job levels of the examination and approval personnel, and integrating and generating personnel examination and approval sequences.
- 4. The RFID medical supplies intelligent shelf warehousing management system of claim 1, wherein the hub analysis module modifies applicant's proprietary tags according to approval results, including:after all the transmitted approval requests are approved, extracting consumable names and consumable quantity in the consumable acceptance application, generating consumable label information and transmitting the consumable label information to the intelligent terminal of the applicant;the intelligent terminal verifies the identity of the applicant, then the applicant verifies the consumable label information, and the consumable label information is written into a special label of the applicant after the verification is passed; wherein the special label records identity information which cannot be modified.
- 5. The RFID medical supplies intelligent shelf storage management system according to claim 4, wherein the hub analysis module encrypts and stores the adoption process, and the system comprises:extracting consumable material receiving application, personnel approval sequence, approval result and receiving record, splicing head and tail after digital processing to form a consumable material receiving sequence, and calculating the hash value of the consumable material receiving sequence;after the consumable item receiving sequence is associated with the hash value, the hash value and the consumable item receiving sequence or only the hash value is subjected to uplink storage; the uplink storage refers to storage by a block chain technique.
- 6. The RFID medical consumable intelligent shelf warehousing management system of claim 1, wherein the central analysis module analyzes consumption of medical consumables according to environmental data to predict and obtain consumable replenishment quantity, and comprises:respectively establishing an environment change curve and a consumable consumption curve by taking time as an independent variable and taking the environment data and the consumption of medical consumables as dependent variables; comparing the environment change curve with the consumable change curve to determine the associated environment factors of the medical consumables;and analyzing the current environmental data by combining the relevant environmental factors of the medical consumables, and predicting to obtain the consumable replenishment quantity.
- 7. The RFID medical supplies intelligent shelf warehousing management system according to claim 6, wherein the analysis of the current environmental data in combination with the associated environmental factors of the medical supplies to predict the acquired supplies replenishment quantity comprises:marking the associated environmental factors as i, marking the corresponding weight coefficients as Qxi, marking the corresponding current environmental data as DHi, and marking the corresponding environmental reference value as HJi; wherein i is a positive integer;calculating the replenishment rate HBL of the consumables by the formula HBL = alpha x [ QX1 x (DH 1-HJ 1) + QX2 x (DH 2-HJ 2) + \8230, + Qxi x (DHi-HJi) ], wherein the replenishment quantity of the consumables is HCL = HYL x (HBL + 1); wherein, alpha is a proportional coefficient obtained according to empirical simulation, and HYL is a consumable preset quantity.
- 8. The RFID medical consumable intelligent shelf warehouse management system of claim 7, wherein the weight coefficient of the associated environmental factors is determined by comparing an environmental change curve and a consumable change curve, and comprises:determining a change stage corresponding to the consumable change curve and a matching stage for matching the change stage in the environment change curve corresponding to the associated environmental factors;calculating the first derivative mean values of the change stage and the corresponding matching stage, and respectively marking the first derivative mean values as BDJ and PDJ; the weight coefficient QXi of the associated environmental factor i is calculated by the formula QXi = BDJ/PDJ.
- An RFID medical supplies intelligent shelf warehousing management method, operating based on the RFID medical supplies intelligent shelf warehousing management system of any one of claims 1 to 8, comprising:acquiring a consumable supply acceptance application through an intelligent terminal, and analyzing an examination and approval sequence of a consumable supply acceptance application extractor; verifying the inventory of the corresponding medical consumables according to the consumable acceptance application; when the inventory of the medical consumables is met, an approval request is sent 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 consumables are received, and simultaneously carrying out encrypted storage on the receiving process; and analyzing the consumption of the medical consumables by combining the environmental data, predicting and acquiring the consumable replenishment quantity, and automatically generating a consumable replenishment list after approval to complete the automatic replenishment of the medical consumables.
- The RFID medical consumable intelligent shelf warehousing 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 work of the RFID medical consumable intelligent shelf warehouse management system according to any one of claims 1 to 8.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310270010.6A CN115985479B (en) | 2023-03-20 | 2023-03-20 | RFID medical consumable intelligent shelf warehouse management system, method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310270010.6A CN115985479B (en) | 2023-03-20 | 2023-03-20 | RFID medical consumable intelligent shelf warehouse management system, method and device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN115985479A true CN115985479A (en) | 2023-04-18 |
| CN115985479B CN115985479B (en) | 2023-06-13 |
Family
ID=85966887
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310270010.6A Active CN115985479B (en) | 2023-03-20 | 2023-03-20 | RFID medical consumable intelligent shelf warehouse management system, method and device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115985479B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116957475A (en) * | 2023-08-09 | 2023-10-27 | 南京沃德睿医疗科技有限公司 | Cloud computing-based oral cavity clinic warehouse management method, system and device |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6341271B1 (en) * | 1998-11-13 | 2002-01-22 | General Electric Company | Inventory management system and method |
| US20020080381A1 (en) * | 2000-12-13 | 2002-06-27 | Haines Robert E. | Consumable management device, an image forming system, and a method of replenishing an imaging consumable |
| CA2682561A1 (en) * | 2009-10-14 | 2011-04-14 | Logi D Inc. | System and method for tracking medical products in a two bin per medical product replenishment system |
| CN103886527A (en) * | 2014-03-25 | 2014-06-25 | 北京蝶禾谊安信息技术有限公司 | Intelligent consumable management system and consumable management method |
| US20150254404A1 (en) * | 2014-03-05 | 2015-09-10 | R3Dstar Biomedical Corp. | Automatic stock and requisition administration system and method for medical and nursing application |
| CN111710397A (en) * | 2020-06-09 | 2020-09-25 | 王连伟 | Medical equipment full life cycle management and consumable management system and method |
| CN112397181A (en) * | 2020-11-16 | 2021-02-23 | 深圳医智联科技有限公司 | Medical consumable management method and system |
| CN112530556A (en) * | 2019-09-18 | 2021-03-19 | 医修技术服务(北京)有限公司 | Medical consumable sales management method and device, computer equipment and storage medium |
| CN112951390A (en) * | 2021-01-29 | 2021-06-11 | 广州易朋软件有限公司 | Medical consumable monitoring method and device, terminal equipment and storage medium |
| CN113421636A (en) * | 2021-07-02 | 2021-09-21 | 重庆博尔德医疗科技股份有限公司 | Intelligent management system and method for weighing type medical consumable management cabinet |
| CN113470802A (en) * | 2021-06-30 | 2021-10-01 | 重庆博尔德医疗科技股份有限公司 | Intelligent management system and method for medical consumables |
-
2023
- 2023-03-20 CN CN202310270010.6A patent/CN115985479B/en active Active
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6341271B1 (en) * | 1998-11-13 | 2002-01-22 | General Electric Company | Inventory management system and method |
| US20020080381A1 (en) * | 2000-12-13 | 2002-06-27 | Haines Robert E. | Consumable management device, an image forming system, and a method of replenishing an imaging consumable |
| CA2682561A1 (en) * | 2009-10-14 | 2011-04-14 | Logi D Inc. | System and method for tracking medical products in a two bin per medical product replenishment system |
| US20150254404A1 (en) * | 2014-03-05 | 2015-09-10 | R3Dstar Biomedical Corp. | Automatic stock and requisition administration system and method for medical and nursing application |
| CN103886527A (en) * | 2014-03-25 | 2014-06-25 | 北京蝶禾谊安信息技术有限公司 | Intelligent consumable management system and consumable management method |
| CN112530556A (en) * | 2019-09-18 | 2021-03-19 | 医修技术服务(北京)有限公司 | Medical consumable sales management method and device, computer equipment and storage medium |
| CN111710397A (en) * | 2020-06-09 | 2020-09-25 | 王连伟 | Medical equipment full life cycle management and consumable management system and method |
| CN112397181A (en) * | 2020-11-16 | 2021-02-23 | 深圳医智联科技有限公司 | Medical consumable management method and system |
| CN112951390A (en) * | 2021-01-29 | 2021-06-11 | 广州易朋软件有限公司 | Medical consumable monitoring method and device, terminal equipment and storage medium |
| CN113470802A (en) * | 2021-06-30 | 2021-10-01 | 重庆博尔德医疗科技股份有限公司 | Intelligent management system and method for medical consumables |
| CN113421636A (en) * | 2021-07-02 | 2021-09-21 | 重庆博尔德医疗科技股份有限公司 | Intelligent management system and method for weighing type medical consumable management cabinet |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116957475A (en) * | 2023-08-09 | 2023-10-27 | 南京沃德睿医疗科技有限公司 | Cloud computing-based oral cavity clinic warehouse management method, system and device |
Also Published As
| Publication number | Publication date |
|---|---|
| CN115985479B (en) | 2023-06-13 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109344908A (en) | Method and apparatus for generating model | |
| CN103886527B (en) | Intelligent consumable smart media management system and consumptive material management method | |
| CN109376725A (en) | A kind of identification check method and apparatus based on iris recognition | |
| CN108494778A (en) | Identity identifying method and device | |
| CN106023361A (en) | Intelligent warehouse management system and method | |
| CN108269038A (en) | storage management method and system | |
| CN207966080U (en) | A kind of Angle of Book Floating intelligent cabinet | |
| CN115985479A (en) | RFID medical consumable intelligent goods shelf warehousing management system, method and device | |
| CN101540068A (en) | Device for attendance checking through facial recognition and method thereof | |
| CN106780909A (en) | The control method and device of gate equipment | |
| CN109784442A (en) | A kind of file borrowing gives back clearing system and method | |
| CN109345076A (en) | A kind of whole process engineering consulting project risk management method | |
| CN107944770A (en) | Take care of method for evaluating quality, device, system and the server of care | |
| CN101339629A (en) | Software development procedure administrative system | |
| CN108241529A (en) | Wages computational methods, application server and computer readable storage medium | |
| CN113421636A (en) | Intelligent management system and method for weighing type medical consumable management cabinet | |
| CN111612981A (en) | Offline meal storage and taking method and device | |
| CN113722370A (en) | Data management method, device, equipment and medium based on index analysis | |
| CN109686015B (en) | Book borrowing management method and system in unmanned smart library | |
| CN114117387A (en) | Substation tool monitoring method and device, computer equipment and storage medium | |
| CN116957466A (en) | Intelligent input and output system and method for safety tools | |
| CN109377143A (en) | Operation trace acquisition system, acquisition method, management system and management method | |
| CN107818505A (en) | Finance data Intelligent Decision-making Method and system | |
| CN205722060U (en) | A kind of Intelligent storehouse management system | |
| CN107545503A (en) | Multi-platform investment data inspection method and device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |