Medical material intelligent house management method, device and system

Abstract

The application relates to the technical field of intelligent medical material warehouse management, in particular to a medical material intelligent warehouse management method, device and system, which comprises the following steps: first, obtaining first taking data and second inventory data of each medical material in a previous time window, combining first taking data analysis, and calculating the comprehensive medical material priority of each medical material; second, calculating a first medical material replenishment coefficient through the comprehensive medical material priority and the second inventory data, and obtaining a replenishment amount of a next time window based on the replenishment coefficient, so as to realize effective management of the replenishment amount of the medical material; and third, constructing a first medical material correlation coefficient according to the correlation between the medical materials, obtaining a second correlation medical material replenishment amount, and facilitating effective management of the replenishment amount of the correlation material. The application realizes dynamic replenishment management by considering the priority and correlation of the medical material, improves the management efficiency of the medical material, and further improves the management efficiency of the medical material intelligent warehouse.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of intelligent warehouse management of medical supplies, in particular to an intelligent warehouse management method, device and system of medical supplies. BACKGROUND

[0002] With the continuous improvement of the development requirements of medical supplies, the intelligent warehouse of medical supplies has emerged. The intelligent warehouse of medical supplies is associated with the hospital HIS system through the Internet of Things technology, and realizes the related functions such as medical supply counting, inventory, quantity warning, automatic replenishment, fingerprint identification, etc. The intelligent warehouse of medical supplies realizes the optimization of the traditional hospital logistics management mode, so that the warehouse construction management is changed from traditional manual management to intelligent management, reduces the workload of warehouse distribution personnel, and improves the efficiency of medical supply use.

[0003] Although the intelligent warehouse of hospital supplies improves the efficiency of medical supply use to some extent, the correlation between the scheduling priority and the replenishment amount of each medical supply, and the correlation between medical supplies are not fully considered in the inventory management, which easily leads to limited medical supply inventory management efficiency, and further easily leads to insufficient management efficiency of the intelligent warehouse of medical supplies.

[0004] Therefore, the intelligent warehouse management method, device and system of medical supplies are proposed. SUMMARY

[0005] The purpose of the present application is to provide an intelligent warehouse management method, device and system of medical supplies, which relates to the technical field of intelligent warehouse management of medical supplies, in particular to an intelligent warehouse management method, device and system of medical supplies, comprising: obtaining the first collection data and the second inventory data of each medical supply in the last time window, analyzing the first collection data, and calculating the comprehensive medical supply priority of each medical supply; and calculating the first medical supply replenishment coefficient through the comprehensive medical supply priority and the second inventory data, and obtaining the replenishment amount of the next time window based on the replenishment coefficient, to realize effective management of the medical supply replenishment amount; according to the correlation between medical supplies, the first medical supply correlation coefficient is constructed, and the second associated medical supply replenishment amount is obtained, which is beneficial to realize effective management of the associated supply replenishment amount. The present application realizes dynamic replenishment management by considering the priority and correlation of medical supplies, improves the management efficiency of medical supplies, and further improves the management efficiency of the intelligent warehouse of medical supplies.

[0006] To achieve the above purpose, the present application provides the following technical scheme:

[0007] The intelligent warehouse management method of medical supplies comprises:

[0008] S10. Obtain first taking data and second inventory data of each medical material in the last time window; the first taking data includes taking frequency, taking quantity, accompanying material taking frequency and accompanying material taking quantity; the second inventory includes initial inventory and current inventory;

[0009] S20. Obtain first medical material taking priority, second medical material taking priority and third medical material priority according to the first taking data, and obtain comprehensive medical material priority according to the first medical material taking priority, the second medical material taking priority and the third medical material taking priority; the comprehensive medical material priority is:

[0010] PMFH i =ξ1*FMCC i +ξ2*SMCC i +ξ3*TMCC i ;

[0011] Wherein, PMFH i is the comprehensive medical material priority; ξ1 is the first medical material taking priority influence coefficient; FMCC i is the first medical material taking priority; ξ2 is the second medical material taking priority influence coefficient; SMCC i is the second medical material taking priority; ξ3 is the third medical material taking priority influence coefficient; TMCC i is the third medical material taking priority;

[0012] S30. Obtain first medical material replenishment coefficient according to the second inventory data and the comprehensive medical material priority, and obtain first medical material replenishment quantity in the next time window according to the first medical material replenishment coefficient and the time of the next time window;

[0013] S40. Obtain first medical material correlation coefficient according to the first taking data, and obtain second correlation medical material replenishment quantity according to the first medical material replenishment quantity, the second inventory data and the first medical material correlation coefficient.

[0014] Preferably, the specific formula of the first medical material taking priority, the second medical material taking priority and the third medical material taking priority is:

[0015]

[0016] Wherein, FMCC i is the first medical material taking priority; NMC i is the taking frequency of medical material i; M is the number of medical material types; SMCC iThe second medical material priority is received; QMC i The quantity of the medical material i is received; TMCC i The third medical material priority is received.

[0017] Preferably, the first medical material replenishment coefficient is:

[0018]

[0019] Wherein, FMRC i The first medical material replenishment coefficient; IIL i The initial inventory of medical material i; CIL i The current inventory of medical material i; PT1 is the last time window time; PMFH i The comprehensive medical material priority.

[0020] Preferably, the first medical material replenishment quantity is:

[0021] FMSRC i = FMRC i * PT2;

[0022] Wherein, FMSRC i The first medical material replenishment quantity; FMRC i The first medical material replenishment coefficient; PT2 is the next time window time.

[0023] Preferably, the first medical material correlation coefficient is:

[0024]

[0025] Wherein, CCFMC (i,j) The first medical material correlation coefficient; used to represent the receiving correlation relationship between medical material j and medical material i; γ1 represents the influence coefficient of the number of times of receiving together; AWFMC (i,j) The number of times of receiving together of medical material j and medical material i; NMC i The number of times of receiving of medical material i; γ2 represents the influence coefficient of the quantity of receiving together; AWQMC (i,j) The quantity of receiving of medical material j when receiving together of medical material j and medical material i; QMC i The quantity of receiving of medical material i.

[0026] Preferably, the second associated medical material replenishment quantity is:

[0027]

[0028] Wherein, SRSRQ jrepresents the second associated medical material replenishment quantity; CCFMC (i,j) represents the first medical material correlation coefficient; FMSRC i represents the first medical material replenishment quantity; IIL j represents the initial inventory quantity of the medical material j; CIL j represents the current inventory quantity of the medical material j; IIL i represents the initial inventory quantity of the medical material i; CIL i represents the current inventory quantity of the medical material i.

[0029] The medical material intelligent house management device comprises at least one processor and a memory, the memory is used for storing computer program instructions, and the processor is used for reading and executing the computer program instructions to control the management device to realize the medical material intelligent house management method.

[0030] The medical material intelligent house management system comprises:

[0031] The data acquisition module is used for acquiring first taking data and second inventory data of each medical material in a previous time window; the first taking data comprises taking frequency, taking quantity, accompanying material taking frequency and accompanying material taking quantity; and the second inventory comprises initial inventory quantity and current inventory quantity.

[0032] The material priority management module is used for obtaining first medical material taking priority, second medical material taking priority and third medical material taking priority according to the first taking data, and obtaining comprehensive medical material priority according to the first medical material taking priority, the second medical material taking priority and the third medical material taking priority; the comprehensive medical material priority is:

[0033] PMFH i = ξ1*FMCC i + ξ2*SMCC i + ξ3*TMCC i ;

[0034] wherein, PMFH i represents the comprehensive medical material priority; ξ1 represents the first medical material taking priority influence coefficient; FMCC i represents the first medical material taking priority; ξ2 represents the second medical material taking priority influence coefficient; SMCC i represents the second medical material taking priority; ξ3 represents the third medical material taking priority influence coefficient; TMCC i represents the third medical material taking priority;

[0035] The material replenishment management module is used for obtaining a first medical material replenishment coefficient according to the second inventory data and the comprehensive medical material priority, and obtaining a first medical material replenishment quantity of a next time window according to the first medical material replenishment coefficient and a time of the next time window.

[0036] The associated material replenishment management module is used for obtaining a first medical material association coefficient according to the first taking data, and obtaining a second associated medical material replenishment quantity according to the first medical material replenishment quantity, the second inventory data and the first medical material association coefficient.

[0037] Preferably, the first medical material replenishment quantity is:

[0038] FMSRC i = FMRC i * PT2.

[0039] Wherein, FMSRC i is the first medical material replenishment quantity; FMRC i is the first medical material replenishment coefficient; and PT2 is the time of the next time window.

[0040] Preferably, the second associated medical material replenishment quantity is:

[0041]

[0042] Wherein, SRSRQ j represents the second associated medical material replenishment quantity; CCFMC (i,j) is the first medical material association coefficient; FMSRC i is the first medical material replenishment quantity; IIL j is an initial inventory quantity of medical material j; CIL j is a current inventory quantity of medical material j; IIL i is an initial inventory quantity of medical material i; and CIL i is a current inventory quantity of medical material i.

[0043] Compared with the prior art, the present application has the following beneficial effects:

[0044] 1. The present application obtains the first taking data of each medical material in the last time window, analyzes the taking times and taking quantities of each medical material according to the first taking data, obtains the first medical material taking priority, the second medical material taking priority and the third medical material taking priority of each medical material, and further obtains the comprehensive medical material priority, thereby providing a data basis for the analysis of the replenishment quantity according to the comprehensive medical material priority, improving the replenishment management efficiency, thereby improving the inventory management efficiency of the medical material, and further improving the intelligent house management efficiency of the medical material. 2. The present application obtains the first taking data of each medical material in the last time window, analyzes the taking times and taking quantities of each medical material according to the first taking data, obtains the first medical material taking priority, the second medical material taking priority and the third medical material taking priority of each medical material, and further obtains the comprehensive medical material priority, thereby providing a data basis for the analysis of the replenishment quantity according to the comprehensive medical material priority, improving the replenishment management efficiency, thereby improving the inventory management efficiency of the medical material, and further improving the intelligent house management efficiency of the medical material.

[0045] 2、The application obtains a first medical material replenishment coefficient based on the second inventory data of each medical material and the comprehensive medical material priority, and obtains a replenishment amount of a next time window based on the replenishment coefficient, so as to realize effective management of the replenishment amount of the medical material, improve the replenishment management efficiency, thereby improving the inventory management efficiency of the medical material, and further improving the management efficiency of the medical material smart house.

[0046] 3、The application considers the correlation between the medical materials, constructs a first medical material correlation coefficient, further obtains a second correlation medical material replenishment amount, and further realizes effective management of the replenishment amount of the correlation material, improves the replenishment management efficiency, thereby improving the inventory management efficiency of the medical material, and further improving the management efficiency of the medical material smart house. BRIEF DESCRIPTION OF DRAWINGS

[0047] Figure 1 The medical material smart house management method flowchart provided for the embodiment of the application;

[0048] Figure 2 The first medical material replenishment amount acquisition process schematic diagram provided for the embodiment of the application;

[0049] Figure 3 The second correlation medical material replenishment amount acquisition process schematic diagram provided for the embodiment of the application;

[0050] Figure 4 The structure schematic diagram of the medical material smart house management system provided for the embodiment of the application. DETAILED DESCRIPTION

[0051] The technical solutions in the embodiments of the application will be clearly and completely described below with reference to the drawings in the embodiments of the application. Obviously, the described embodiments are only part of the embodiments of the application, rather than all the embodiments of the application. Based on the embodiments in the application, all other embodiments obtained by those skilled in the art without creative work fall within the protection scope of the application.

[0052] Embodiment one

[0053] In order to improve the management efficiency of the A medical material smart house, the medical material smart house management method is applied.

[0054] Reference Figure 1 The medical material smart house management method flowchart provided for the embodiment of the application includes:

[0055] S10. Obtain the first taking data and the second inventory data of each medical material in the last time window; the first taking data includes the taking frequency, the taking quantity, the accompanying material taking frequency and the accompanying material taking quantity; the second inventory includes the initial inventory and the current inventory;

[0056] Part of the first taking data is shown in Table 1:

[0057] Table 1 Part of the first taking data table

[0058]

[0059] As can be seen from the table, taking medical material A as an example, the taking frequency of medical material A in the last time window is 30, the taking quantity is 50, and the accompanying taking includes medical material E, medical material F and medical material G; the accompanying taking frequency of medical material E is 20; the accompanying taking frequency of medical material A; the taking quantity of medical material E is 24, which represents the total quantity of medical material A taken together; the accompanying taking frequency of medical material F is 15; the taking quantity of medical material F is 30; the accompanying taking frequency of medical material G is 10; the taking quantity of medical material G is 13.

[0060] S20. According to the first taking data, obtain the first medical material taking priority, the second medical material taking priority and the third medical material taking priority, and obtain the comprehensive medical material priority according to the first medical material taking priority, the second medical material taking priority and the third medical material taking priority; the comprehensive medical material priority is:

[0061] PMFH i =ξ1*FMCC i +ξ2*SMCC i +ξ3*TMCC i ;

[0062] Wherein, PMFH i is the comprehensive medical material priority; ξ1 is the first medical material taking priority influence coefficient; FMCC i is the first medical material taking priority; ξ2 is the second medical material taking priority influence coefficient; SMCC i is the second medical material taking priority; ξ3 is the third medical material taking priority influence coefficient; TMCC i is the third medical material taking priority;

[0063] Further, the specific formula of the first medical material taking priority, the second medical material taking priority and the third medical material taking priority is:

[0064]

[0065] wherein, FMCC i is the first medical material taking priority; NMC i is the taking frequency of medical material i; M is the number of medical material types; SMCC i is the second medical material taking priority; QMC i is the taking quantity of medical material i; TMCC i is the third medical material taking priority.

[0066] The first medical material taking priority represents the proportion of the taking frequency of medical material i to the total taking frequency of the medical materials in the last time window; the second medical material taking priority represents the proportion of the taking quantity of medical material i to the total quantity of the medical materials in the last time window; and the third medical material taking priority is the ratio of the taking quantity of medical material i to the total taking frequency of the medical materials in the last time window, representing the taking quantity of medical material i in a single medical material taking in the last time window.

[0067] The embodiment obtains the first taking data of each medical material in the last time window, analyzes the taking frequency and the taking quantity of each medical material in combination with the first taking data, obtains the first medical material taking priority, the second medical material taking priority and the third medical material taking priority of each medical material, and further obtains the comprehensive medical material priority; the comprehensive medical material priority provides a data basis for the analysis of the replenishment quantity, improves the replenishment management efficiency, thereby improving the inventory management efficiency of the medical materials, and further improving the intelligent house management efficiency of the medical materials.

[0068] S30. According to the second inventory data and the comprehensive medical material priority, a first medical material replenishment coefficient is obtained, and according to the first medical material replenishment coefficient and the time of the next time window, a first medical material replenishment quantity of the next time window is obtained.

[0069] Further, the first medical material replenishment coefficient is:

[0070]

[0071] wherein, FMRC i is the first medical material replenishment coefficient; IIL i is the initial inventory quantity of medical material i; CIL i is the current inventory quantity of medical material i; PT1 is the time of the last time window; PMFH i is the comprehensive medical material priority.

[0072] Further, the first medical material replenishment quantity is:

[0073] FMSRC i = FMRC i * PT2

[0074] Wherein, FMSRC i is the first medical material replenishment quantity; FMRC i is the first medical material replenishment coefficient; PT2 is the next time window time.

[0075] In summary, with reference to Figure 2 the first medical material replenishment quantity acquisition process schematic diagram provided by the embodiment of the application;

[0076] The embodiment is based on the second inventory data of each medical material and the comprehensive medical material priority to obtain the first medical material replenishment coefficient, and based on the replenishment coefficient to obtain the replenishment quantity of the next time window, so as to realize the effective management of the medical material replenishment quantity, improve the replenishment management efficiency, thereby improving the inventory management efficiency of the medical material, and further improving the intelligent house management efficiency of the medical material.

[0077] S40. According to the first collection data, the first medical material correlation coefficient is obtained, and the second correlation medical material replenishment quantity is obtained according to the first medical material replenishment quantity, the second inventory data and the first medical material correlation coefficient.

[0078] Further, the first medical material correlation coefficient is:

[0079]

[0080] Wherein, CCFMC (i,j) is the first medical material correlation coefficient; used to represent the collection correlation relationship of medical material j and medical material i; γ1 represents the collection frequency influence coefficient; AWFMC (i,j) represents the collection frequency of medical material j and medical material i; NMC i is the collection frequency of medical material i; γ2 represents the collection quantity influence coefficient; AWQMC (i,j) represents the collection quantity of medical material j when medical material j and medical material i are collected; QMC i is the collection quantity of medical material i.

[0081] Further, the second correlation medical material replenishment quantity is:

[0082]

[0083] Wherein, SRSRQ j represents the second correlation medical material replenishment quantity; CCFMC (i,j) is the first medical material correlation coefficient; FMSRCi is the first medical material replenishment quantity; IIL j is the initial inventory quantity of the medical material j; CIL j is the current inventory quantity of the medical material j; IIL i is the initial inventory quantity of the medical material i; CIL i is the current inventory quantity of the medical material i.

[0084] In summary, with reference to Figure 3 The second associated medical material replenishment quantity acquisition process schematic diagram provided by the embodiment of the application;

[0085] The embodiment considers the association between medical materials, constructs a first medical material association coefficient, further obtains a second associated medical material replenishment quantity, further realizes effective management of associated material replenishment quantity, improves the replenishment management efficiency, thereby improves the inventory management efficiency of medical materials, and further improves the intelligent house management efficiency of medical materials.

[0086] The embodiment also includes a medical material intelligent house management device, the management device includes at least one processor and a memory, the memory is used to store computer program instructions, and the processor is used to read and execute the computer program instructions to control the management device to realize the medical material intelligent house management method.

[0087] In order to verify the effectiveness of the medical material intelligent house management method proposed in the embodiment, methods 1, 2 and 3 are used for comparison, method 1 is the medical material intelligent house management method proposed in the embodiment; method 2 is based on the medical material intelligent house management method proposed in the embodiment without considering the priority of each medical material; method 3 is based on the medical material intelligent house management method proposed in the embodiment without considering the association of each medical material; the comparison content is the number of medical material intelligent house material shortages, and the specific results are shown in Table 2.

[0088] Table 2 Different methods are applied to the medical material intelligent house medical material shortage quantity data table

[0089] Method Shortage quantity of medical supplies Method 1 2 Method 2 40 Method 3 50

[0090] As shown in Table 2, the medical material intelligent house management method proposed in the embodiment has the least number of medical material shortages, which shows that the medical material intelligent house management method proposed in the embodiment has a certain effectiveness.

[0091] The embodiment obtains the first taking data and the second inventory data of each medical material in the last time window, combines the first taking data analysis, calculates the comprehensive medical material priority of each medical material, calculates the first medical material replenishment coefficient through the comprehensive medical material priority and the second inventory data, and obtains the replenishment quantity of the next time window based on the replenishment coefficient, so as to realize the effective management of the medical material replenishment quantity. According to the correlation between the medical materials, the first medical material correlation coefficient is constructed, and the second correlation medical material replenishment quantity is obtained, which is beneficial to realize the effective management of the correlation material replenishment quantity. The application realizes dynamic replenishment management by considering the priority and correlation of the medical materials, improves the inventory management efficiency of the medical materials, and further improves the management efficiency of the medical material intelligent house.

[0092] Embodiment two

[0093] In order to improve the management efficiency of the B medical material intelligent house, the medical material intelligent house management system is applied.

[0094] Reference Figure 4 The structure schematic diagram of the medical material intelligent house management system provided by the embodiment of the application comprises:

[0095] The data acquisition module is used for acquiring the first taking data and the second inventory data of each medical material in the last time window. The first taking data comprises the taking frequency, the taking quantity, the associated material taking frequency and the associated material taking quantity. The second inventory comprises the initial inventory quantity and the current inventory quantity.

[0096] Part of the first taking data is shown in Table 3:

[0097] Table 3 part of the first taking data table

[0098]

[0099] As shown in the table, taking the medical material L as an example, the taking frequency of the medical material L in the last time window is 20, the taking quantity is 40, and the associated taking comprises the medical material P and the medical material U. The associated taking frequency of the medical material P is 10, which represents the taking frequency of the medical material P together with the medical material L. The taking quantity of the medical material P is 20, which represents the total quantity of the medical material P taken together with the medical material L. The associated taking frequency of the medical material U is 5, and the taking quantity of the medical material U is 10.

[0100] The material priority management module is used for obtaining the first medical material taking priority, the second medical material taking priority and the third medical material priority according to the first taking data, and obtaining the comprehensive medical material priority according to the first medical material taking priority, the second medical material taking priority and the third medical material taking priority. The comprehensive medical material priority is:

[0101] PMFH i = ξ1*FMCC i + ξ2*SMCC i + ξ3*TMCC i ;

[0102] Wherein, PMFH i is the comprehensive medical material priority; ξ1 is the first medical material receiving priority influence coefficient; FMCC i is the first medical material receiving priority; ξ2 is the second medical material receiving priority influence coefficient; SMCC i is the second medical material receiving priority; ξ3 is the third medical material receiving priority influence coefficient; TMCC i is the third medical material receiving priority;

[0103] Further, the specific formula of the first medical material receiving priority, the second medical material receiving priority and the third medical material receiving priority is:

[0104]

[0105]

[0106] Wherein, FMCC i is the first medical material receiving priority; NMC i is the receiving frequency of medical material i; M is the number of medical material types; SMCC i is the second medical material receiving priority; QMC i is the receiving quantity of medical material i; TMCC i is the third medical material receiving priority.

[0107] The first medical material receiving priority represents the proportion of the receiving frequency of medical material i in the total receiving frequency of the medical material in the last time window; the second medical material receiving priority represents the proportion of the receiving quantity of medical material i in the total quantity of the medical material received in the last time window; and the third medical material receiving priority is the ratio of the receiving quantity of medical material i to the total receiving frequency of the medical material in the last time window, which represents the receiving quantity of medical material i in a single medical material receiving in the last time window.

[0108] The material replenishment management module is configured to obtain a first medical material replenishment coefficient according to the second inventory data and the comprehensive medical material priority, and obtain a first medical material replenishment quantity of the next time window according to the first medical material replenishment coefficient and the time of the next time window.

[0109] Further, the first medical material replenishment coefficient is:

[0110]

[0111] Wherein, FMRC i is the first medical material replenishment coefficient; IIL i is the initial inventory of medical material i; CIL i is the current inventory of medical material i; PT1 is the last time window time; PMFH i is the comprehensive medical material priority.

[0112] Further, the first medical material replenishment quantity is:

[0113] FMSRC i = FMRC i * PT2;

[0114] Wherein, FMSRC i is the first medical material replenishment quantity; FMRC i is the first medical material replenishment coefficient; PT2 is the next time window time.

[0115] In summary, referring to Figure 2 the first medical material replenishment quantity acquisition process schematic diagram provided by the embodiment of the application;

[0116] The associated material replenishment management module is used for obtaining the first medical material association coefficient according to the first taking data, and obtaining the second associated medical material replenishment quantity according to the first medical material replenishment quantity, the second inventory data and the first medical material association coefficient.

[0117] Further, the first medical material association coefficient is:

[0118]

[0119] Wherein, CCFMC (i,j) is the first medical material association coefficient; is used for indicating the taking association relationship of medical material j and medical material i; γ1 indicates the taking frequency influence coefficient; AWFMC (i,j) indicates the taking frequency of medical material j and medical material i; NMC i is the taking frequency of medical material i; γ2 indicates the taking quantity influence coefficient; AWQMC (i,j) indicates the taking quantity of medical material j when medical material j and medical material i are taken together; QMC i is the taking quantity of medical material i.

[0120] Further, the second associated medical material replenishment quantity is:

[0121]

[0122] SRSRQ j denotes the second associated medical material replenishment quantity; CCFMC (i,j) is the first medical material association coefficient; FMSRC i is the first medical material replenishment quantity; IIL j is the initial inventory quantity of medical material j; CIL j is the current inventory quantity of medical material j; IIL i is the initial inventory quantity of medical material i; CIL i is the current inventory quantity of medical material i.

[0123] In summary, with reference to Figure 3 the second associated medical material replenishment quantity acquisition process schematic diagram provided by the embodiment of the application

[0124] In order to verify the effectiveness of the medical material intelligent house management method proposed in the embodiment, comparisons are made through system 1, system 2 and system 3 respectively, system 1 is the medical material intelligent house management system proposed in the embodiment, system 2 is the medical material intelligent house management system proposed in the embodiment without considering the priority of each medical material, and system 3 is the medical material intelligent house management system proposed in the embodiment without considering the association of each medical material; the comparison content is the medical material shortage quantity of the medical material intelligent house, and the specific results are shown in Table 4.

[0125] Table 4 medical material shortage quantity data table of different systems applied to the medical material intelligent house

[0126] System Shortage quantity of medical supplies System 1 1 System 2 50 System 3 60

[0127] As shown in Table 2, the medical material intelligent house management system proposed in the embodiment has the least medical material shortage quantity, which shows that the medical material intelligent house management system proposed in the embodiment has a certain effectiveness;

[0128] In the embodiment, the first collection data and the second inventory data of each medical material in the last time window are acquired, the comprehensive medical material priority of each medical material is calculated through the first collection data analysis, the first medical material replenishment coefficient is calculated through the comprehensive medical material priority and the second inventory data, and the replenishment quantity of the next time window is acquired based on the replenishment coefficient, so as to realize effective management of the medical material replenishment quantity; according to the association between medical materials, the first medical material association coefficient is constructed, and the second associated medical material replenishment quantity is obtained, which is conducive to realizing effective management of the associated material replenishment quantity. The application realizes dynamic replenishment management by considering the priority and association of medical materials, improves the management efficiency of medical materials, and further improves the management efficiency of the medical material intelligent house.

[0129] While embodiments of the present application have been shown and described, it is to be understood that various modifications, substitutions, replacements and variations can be made to these embodiments without departing from the principles and spirit of the present application, the scope of which is defined by the appended claims and their equivalents.

Claims

1. A method for managing a medical material intelligent house, characterized in that, Comprising: S10. Obtain first taking data and second inventory data of each medical material in the last time window; The first taking data includes taking frequency, taking quantity, accompanying material taking frequency and accompanying material taking quantity; and the second inventory includes initial inventory quantity and current inventory quantity; S20. Obtain first medical material taking priority, second medical material taking priority and third medical material priority according to the first taking data, and obtain comprehensive medical material priority according to the first medical material taking priority, the second medical material taking priority and the third medical material taking priority; the comprehensive medical material priority is: ； wherein, is a medical material priority; is a first medical material pick-up priority influence coefficient; is a first medical material pick-up priority; is a second medical material pick-up priority influence coefficient; is a second medical material pick-up priority; is a third medical material pick-up priority influence coefficient; is a third medical material pick-up priority; The specific formula of the first medical material taking priority, the second medical material taking priority and the third medical material taking priority is: ； ； ； wherein, is a first medical material pick-up priority; is a medical material pick-up frequency; is a medical material type number; is a second medical material pick-up priority; is a medical material pick-up quantity; is a third medical material pick-up priority; S30. Obtain first medical material replenishment coefficient according to the second inventory data and the comprehensive medical material priority, and obtain first medical material replenishment quantity in the next time window according to the first medical material replenishment coefficient and the time of the next time window; The first medical material replenishment coefficient is: ； Wherein, is a first medical supply replenishment coefficient; is a medical supply is an initial inventory amount; is a medical supply is a current inventory amount; is a previous time window time; is a comprehensive medical supply priority; S40. Obtain first medical material correlation coefficient according to the first taking data, and obtain second correlation medical material replenishment quantity according to the first medical material replenishment quantity, the second inventory data and the first medical material correlation coefficient; The first medical material correlation coefficient is: ； Wherein, is the first medical material association number; used to represent the medical material and the medical material pick-up association relationship; represent the influence coefficient together with the number of pickups; represent the medical material and the medical material together with the number of pickups; is the number of pickups of the medical material ; represent the influence coefficient together with the number of pickups; represent the medical material and the medical material together with the number of pickups ; is the number of pickups of the medical material ; The second correlation medical material replenishment quantity is: ； wherein, represents a second associated medical supply replenishment quantity; is a first medical supply association coefficient; is a first medical supply replenishment quantity; is a medical supply is an initial inventory quantity; is a medical supply is a current inventory quantity; is a medical supply is an initial inventory quantity; is a medical supply is a current inventory quantity.

2. The intelligent medical material house management method according to claim 1, characterized in that: The first medical material replenishment quantity is: ； wherein, is a first medical supply replenishment quantity; is a first medical supply replenishment coefficient; is a next time window time.

3. A medical material intelligent house management device, characterized in that: The management device comprises at least one processor and a memory, the memory is used for storing computer program instructions, and the processor is used for reading and executing the computer program instructions to control the management device to realize the intelligent medical material house management method according to any one of claims 1 to 2.

4. The medical supply smart house management system for performing the medical supply smart house management method according to any one of claims 1 to 2, characterized by, The intelligent medical material house management system comprises: A data acquisition module is configured to acquire first taking data and second inventory data of each medical material in a last time window; the first taking data includes taking frequency, taking quantity, accompanying material taking frequency and accompanying material taking quantity; and the second inventory includes initial inventory quantity and current inventory quantity; A material priority management module is configured to obtain first medical material taking priority, second medical material taking priority and third medical material priority according to the first taking data, and obtain comprehensive medical material priority according to the first medical material taking priority, the second medical material taking priority and the third medical material taking priority; the comprehensive medical material priority is: ； wherein, is a medical material priority; is a first medical material pick-up priority influence coefficient; is a first medical material pick-up priority; is a second medical material pick-up priority influence coefficient; is a second medical material pick-up priority; is a third medical material pick-up priority influence coefficient; is a third medical material pick-up priority; A material replenishment management module is configured to obtain first medical material replenishment coefficient according to the second inventory data and the comprehensive medical material priority, and obtain first medical material replenishment quantity in a next time window according to the first medical material replenishment coefficient and the time of the next time window. The associated material replenishment management module is configured to obtain a first medical material association coefficient according to the first taking data, and obtain a second associated medical material replenishment quantity according to the first medical material replenishment quantity, the second inventory data, and the first medical material association coefficient. 5.The medical material intelligent house management system according to claim 4, characterized in that: The first medical material replenishment quantity is: ； wherein, is a first medical supply replenishment amount; is a first medical supply replenishment coefficient; is a next time window time. 6.The medical material intelligent house management system according to claim 4, characterized in that: The second associated medical material replenishment quantity is: ； wherein, represents a second associated medical supply replenishment quantity; is a first medical supply association coefficient; is a first medical supply replenishment quantity; is a medical supply is an initial inventory quantity; is a medical supply is a current inventory quantity; is a medical supply is an initial inventory quantity; is a medical supply is a current inventory quantity.

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