Medical material intelligent house management method, equipment and system

Abstract

The invention relates to the technical field of medical material intelligent house management, in particular to a medical material intelligent house management method, device and system, and the method comprises the steps: obtaining first receiving data and second stock data of each medical material in a previous time window, and combining the first receiving data for analysis; calculating a comprehensive medical material priority of each medical material; calculating a first medical material replenishment coefficient by integrating the medical material priority and the second inventory data, and obtaining the replenishment amount of the next time window based on the replenishment coefficient, thereby realizing effective management of the medical material replenishment amount; according to the relevance between the medical materials, the first medical material relevance coefficient is constructed, the second relevant medical material replenishment amount is obtained, and effective management of the relevant material replenishment amount can be achieved. According to the invention, dynamic replenishment management is realized by considering the priorities and association relationships of the medical materials, the management efficiency of the medical materials is improved, and the management efficiency of the medical material intelligent house is further improved.

Description

Technical Field

[0001] This invention relates to the field of intelligent medical supply management technology, specifically to intelligent medical supply management methods, equipment, and systems. Background Technology

[0002] With the ever-increasing demands for medical supplies, smart medical supply depots have emerged. These depots are connected to the hospital's HIS (Hospital Information System) through IoT technology, enabling functions such as inventory management, sales and inventory control, quantity alerts, automatic replenishment, and fingerprint identification. Smart medical supply depots optimize traditional hospital logistics management, transforming warehouse construction and management from manual to intelligent, reducing the workload of warehouse delivery personnel, and improving the efficiency of medical supply retrieval.

[0003] While smart supply depots in hospitals have improved the efficiency of medical supply retrieval to some extent, they have not fully considered the relationship between the scheduling priority and replenishment quantity of each medical supply, as well as the relationship between medical supplies, in terms of inventory management. This can easily lead to limited efficiency in medical supply inventory management, and consequently, insufficient efficiency in the management of smart supply depots.

[0004] To address this, a management method, equipment, and system for intelligent medical supply storage are proposed. Summary of the Invention

[0005] The purpose of this invention is to provide a method, equipment, and system for managing intelligent medical supply storage facilities. This invention relates to the field of intelligent medical supply storage facility management technology, specifically a method, equipment, and system for managing intelligent medical supply storage facilities. The system includes: acquiring first requisition data and second inventory data for each medical supply within the previous time window; analyzing the first requisition data to calculate the overall priority of each medical supply; calculating a first replenishment coefficient for medical supplies based on the overall priority and second inventory data; obtaining the replenishment quantity for the next time window based on this replenishment coefficient, thereby achieving effective management of medical supply replenishment quantities; and constructing a first correlation coefficient for medical supplies based on the correlation between them to obtain a second related medical supply replenishment quantity, which is beneficial for achieving effective management of related supply replenishment quantities. This invention achieves dynamic replenishment management by considering the priority and correlation relationships of medical supplies, improving the management efficiency of medical supplies, and thus improving the management efficiency of intelligent medical supply storage facilities.

[0006] To achieve the above objectives, the present invention provides the following technical solution:

[0007] The management method for smart storage facilities for medical supplies includes:

[0008] S10. Obtain the first requisition data and the second inventory data for each medical supply in the previous time window; the first requisition data includes the number of requisitions, the quantity of requisitions, the number of requisitions along with the supplies, and the quantity of requisitions along with the supplies; the second inventory includes the initial inventory and the current inventory.

[0009] S20. Based on the first requisition data, obtain a first medical supply requisition priority, a second medical supply requisition priority, and a third medical supply priority; and based on the first medical supply requisition priority, the second medical supply requisition priority, and the third medical supply requisition priority, obtain a comprehensive medical supply priority; the comprehensive medical supply priority is:

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

[0011] Among them, PMFH i The priority of comprehensive medical supplies; ξ1 is the influence coefficient of the first priority of medical supplies; FMCC i ξ2 represents the priority for receiving the first type of medical supplies; ξ2 represents the influence coefficient of the second type of medical supplies; SMCC i ξ3 represents the priority for receiving second-tier medical supplies; ξ3 represents the influence coefficient for the priority of receiving third-tier medical supplies; TMCC i Prioritize the receipt of third-party medical supplies;

[0012] S30. Based on the second inventory data and the overall medical supplies priority, obtain the first medical supplies replenishment coefficient, and based on the first medical supplies replenishment coefficient and the next time window time, obtain the first medical supplies replenishment quantity for the next time window;

[0013] S40. Based on the first requisition data, obtain the first medical supplies correlation coefficient, and based on the first medical supplies replenishment quantity, the second inventory data, and the first medical supplies correlation coefficient, obtain the second related medical supplies replenishment quantity.

[0014] Preferably, the specific formulas for the first medical supply requisition priority, the second medical supply requisition priority, and the third medical supply requisition priority are as follows:

[0015]

[0016] Among them, FMCC i Prioritize the receipt of first-class medical supplies; NMC i M represents the number of times medical supplies i are received; M represents the number of types of medical supplies; SMCC iPrioritize the requisition of the second batch of medical supplies; QMC i For the quantity of medical supplies received; TMCC i Prioritize the receipt of third-party medical supplies.

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

[0018]

[0019] Among them, FMRC i The first medical supply replenishment coefficient; IIL i Initial inventory of medical supplies; CIL i The current inventory level of medical supplies; PT1 represents the previous time window; PMFH i Prioritize comprehensive medical supplies.

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

[0021] FMSRC i =FMRC i *PT2;

[0022] Among them, FMSRC i This is the first replenishment volume of medical supplies; FMRC i PT2 represents the replenishment coefficient for the first medical supplies; PT2 represents the next time window.

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

[0024]

[0025] Among them, CCFMC (i,j) γ is the correlation coefficient for the first medical supply; it represents the requisition relationship between medical supply j and medical supply i; γ1 represents the influence coefficient including the number of requisitions; AWFMC (i,j) This indicates the number of times medical supplies j and i were collected together; NMC i γi represents the number of times medical supplies i are received; γ2 represents the influence coefficient including the quantity received; AWQMC (i,j) This represents the quantity of medical supplies j and i received together with the quantity of medical supplies j at the time of receipt; QMC i The quantity of medical supplies received.

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

[0027]

[0028] Among them, SRSRQ jIndicates the replenishment volume of the second related medical supplies; CCFMC (i,j) The first medical supplies correlation coefficient; FMSRC i This is the first replenishment volume of medical supplies; IIL j Initial inventory of medical supplies; CIL j Current inventory of medical supplies; IIL i Initial inventory of medical supplies; CIL i This refers to the current inventory of medical supplies.

[0029] A smart medical supplies management device, comprising at least one processor and a memory, wherein the memory stores computer program instructions and the processor reads and executes the computer program instructions to control the management device to implement the smart medical supplies management method.

[0030] The intelligent medical supplies management system includes:

[0031] The data acquisition module is used to acquire the first requisition data and the second inventory data of each medical supply in the previous time window; the first requisition data includes the number of requisitions, the quantity of requisitions, the number of requisitions of supplies together, and the quantity of supplies together; the second inventory includes the initial inventory and the current inventory.

[0032] The material priority management module is used to obtain a first medical material requisition priority, a second medical material requisition priority, and a third medical material priority based on the first requisition data, and to obtain a comprehensive medical material priority based on the first medical material requisition priority, the second medical material requisition priority, and the third medical material requisition priority; the comprehensive medical material priority is:

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

[0034] Among them, PMFH i The priority of comprehensive medical supplies; ξ1 is the influence coefficient of the first priority of medical supplies; FMCC i ξ2 represents the priority for receiving the first type of medical supplies; ξ2 represents the influence coefficient of the second type of medical supplies; SMCC i ξ3 represents the priority for receiving second-tier medical supplies; ξ3 represents the influence coefficient for the priority of receiving third-tier medical supplies; TMCC i Prioritize the receipt of third-party medical supplies;

[0035] The material replenishment management module is used to obtain a first medical material replenishment coefficient based on the second inventory data and the overall medical material priority, and to obtain the first medical material replenishment quantity for the next time window based on the first medical material replenishment coefficient and the next time window time.

[0036] The associated medical supplies replenishment management module is used to obtain a first medical supplies correlation coefficient based on the first requisition data, and to obtain a second associated medical supplies replenishment quantity based on the first medical supplies replenishment quantity, the second inventory data, and the first medical supplies correlation coefficient.

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

[0038] FMSRC i =FMRC i *PT2;

[0039] Among them, FMSRC i This is the first replenishment volume of medical supplies; FMRC i PT2 represents the replenishment coefficient for the first medical supplies; PT2 represents the next time window.

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

[0041]

[0042] Among them, SRSRQ j Indicates the replenishment volume of the second related medical supplies; CCFMC (i,j) The first medical supplies correlation coefficient; FMSRC i This is the first replenishment volume of medical supplies; IIL j Initial inventory of medical supplies; CIL j Current inventory of medical supplies; IIL i Initial inventory of medical supplies; CIL i This refers to the current inventory of medical supplies.

[0043] Compared with the prior art, the beneficial effects of the present invention are as follows:

[0044] 1. This invention obtains the first collection data of each medical supply within the previous time window, analyzes the collection frequency and quantity of each medical supply based on the first collection data, and calculates the first, second, and third collection priorities of each medical supply, thereby obtaining a comprehensive medical supply priority. This comprehensive medical supply priority provides a data foundation for the analysis of replenishment volume, improves replenishment management efficiency, thereby enhancing the inventory management efficiency of medical supplies, and further enhancing the management efficiency of the smart medical supply data center.

[0045] 2. Based on the second inventory data of each medical supply and the overall priority of medical supplies, this invention obtains the first medical supply replenishment coefficient, and obtains the replenishment quantity for the next time window based on the replenishment coefficient, thereby realizing effective management of medical supply replenishment quantity, improving replenishment management efficiency, thereby improving the inventory management efficiency of medical supplies, and further improving the management efficiency of the medical supply smart house.

[0046] 3. This invention takes into account the correlation between medical supplies, constructs a first medical supply correlation coefficient, and further obtains a second related medical supply replenishment quantity, thereby achieving effective management of related supply replenishment quantity, improving replenishment management efficiency, thereby improving the inventory management efficiency of medical supplies, and further improving the management efficiency of the smart medical supply room. Attached Figure Description

[0047] Figure 1 This is a schematic diagram of the intelligent medical supplies management method provided in an embodiment of the present invention;

[0048] Figure 2 This is a schematic diagram illustrating the process of obtaining the first medical supply replenishment quantity according to an embodiment of the present invention;

[0049] Figure 3 This is a schematic diagram illustrating the process of obtaining the second associated medical supplies replenishment quantity according to an embodiment of the present invention;

[0050] Figure 4 This is a schematic diagram of the structure of the intelligent medical supplies management system provided in an embodiment of the present invention. Detailed Implementation

[0051] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0052] Example 1

[0053] To improve the management efficiency of the A Medical Supplies Smart House, a management method for the Medical Supplies Smart House was applied.

[0054] Reference Figure 1 The above is a schematic diagram of the medical supplies smart room management method provided in an embodiment of the present invention, including:

[0055] S10. Obtain the first requisition data and the second inventory data for each medical supply in the previous time window; the first requisition data includes the number of requisitions, the quantity of requisitions, the number of requisitions along with the supplies, and the quantity of requisitions along with the supplies; the second inventory includes the initial inventory and the current inventory.

[0056] Some of the first-time recipient data is shown in Table 1:

[0057] Table 1: Partial Data Receipt Table

[0058]

[0059] As shown in the table, taking medical supply A as an example, medical supply A was claimed 30 times and 50 times in the previous time window, along with medical supplies E, F, and G. Medical supply E was claimed 20 times, indicating the number of times it was claimed together with medical supply A. The number of times medical supply E was claimed was 24, indicating the total number of times it was claimed together with medical supply A. Medical supply F was claimed 15 times and 30 times. Medical supply G was claimed 10 times and 13 times.

[0060] S20. Based on the first requisition data, obtain a first medical supply requisition priority, a second medical supply requisition priority, and a third medical supply priority; and based on the first medical supply requisition priority, the second medical supply requisition priority, and the third medical supply requisition priority, obtain a comprehensive medical supply priority; the comprehensive medical supply priority is:

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

[0062] Among them, PMFH i The priority of comprehensive medical supplies; ξ1 is the influence coefficient of the first priority of medical supplies; FMCC i ξ2 represents the priority for receiving the first type of medical supplies; ξ2 represents the influence coefficient of the second type of medical supplies; SMCC i ξ3 represents the priority for receiving second-tier medical supplies; ξ3 represents the influence coefficient for the priority of receiving third-tier medical supplies; TMCC i Prioritize the receipt of third-party medical supplies;

[0063] Furthermore, the specific formulas for the first medical supply requisition priority, the second medical supply requisition priority, and the third medical supply requisition priority are as follows:

[0064]

[0065] Among them, FMCC i Prioritize the receipt of first-class medical supplies; NMC i M represents the number of times medical supplies i are received; M represents the number of types of medical supplies; SMCC i Prioritize the requisition of the second batch of medical supplies; QMC i For the quantity of medical supplies received; TMCC i Prioritize the receipt of third-party medical supplies.

[0066] The first medical supply receiving priority represents the proportion of the number of times medical supply i was received in the previous time window to the total number of times medical supplies were received; the second medical supply receiving priority represents the proportion of the quantity of medical supply i received in the previous time window to the total quantity of medical supplies received; the third medical supply receiving priority is the ratio of the quantity of medical supply i received in the previous time window to the total number of times medical supplies were received, representing the quantity of medical supply i received in a single medical supply receiving in the previous time window.

[0067] This embodiment obtains the first collection data of each medical supply within the previous time window, and analyzes the collection frequency and quantity of each medical supply based on the first collection data to obtain the first, second, and third collection priorities of each medical supply, thereby obtaining the comprehensive medical supply priority. The comprehensive medical supply priority provides a data foundation for the analysis of replenishment volume, improves replenishment management efficiency, thereby improving the inventory management efficiency of medical supplies, and further improving the management efficiency of the smart medical supply data center.

[0068] S30. Based on the second inventory data and the overall medical supplies priority, obtain the first medical supplies replenishment coefficient, and based on the first medical supplies replenishment coefficient and the next time window time, obtain the first medical supplies replenishment quantity for the next time window;

[0069] Furthermore, the replenishment coefficient for the first medical supplies is:

[0070]

[0071] Among them, FMRC i The first medical supply replenishment coefficient; IIL i Initial inventory of medical supplies; CIL i The current inventory level of medical supplies; PT1 represents the previous time window; PMFH i Prioritize comprehensive medical supplies.

[0072] Furthermore, the replenishment quantity of the first medical supplies is:

[0073] FMSRC i =FMRC i *PT2;

[0074] Among them, FMSRC i This is the first replenishment volume of medical supplies; FMRC i PT2 represents the replenishment coefficient for the first medical supplies; PT2 represents the next time window.

[0075] In summary, referring to Figure 2 This is a schematic diagram illustrating the process of obtaining the first medical supply replenishment quantity according to an embodiment of the present invention;

[0076] This embodiment obtains a first medical supply replenishment coefficient based on the second inventory data of each medical supply and the overall priority of medical supplies. Based on this replenishment coefficient, the replenishment quantity for the next time window is obtained, thereby achieving effective management of medical supply replenishment quantity, improving replenishment management efficiency, thereby improving the inventory management efficiency of medical supplies, and further improving the management efficiency of the smart medical supply room.

[0077] S40. Based on the first requisition data, obtain the first medical supplies correlation coefficient, and based on the first medical supplies replenishment quantity, the second inventory data, and the first medical supplies correlation coefficient, obtain the second related medical supplies replenishment quantity.

[0078] Furthermore, the correlation coefficient of the first medical supplies is:

[0079]

[0080] Among them, CCFMC (i,j) γ is the correlation coefficient for the first medical supply; it represents the requisition relationship between medical supply j and medical supply i; γ1 represents the influence coefficient including the number of requisitions; AWFMC (i,j) This indicates the number of times medical supplies j and i were collected together; NMC i γi represents the number of times medical supplies i are received; γ2 represents the influence coefficient including the quantity received; AWQMC (i,j) This represents the quantity of medical supplies j and i received together with the quantity of medical supplies j at the time of receipt; QMC i The quantity of medical supplies received.

[0081] Furthermore, the replenishment volume of the second related medical supplies is:

[0082]

[0083] Among them, SRSRQ j Indicates the replenishment volume of the second related medical supplies; CCFMC (i,j) The first medical supplies correlation coefficient; FMSRCi This is the first replenishment volume of medical supplies; IIL j Initial inventory of medical supplies; CIL j Current inventory of medical supplies; IIL i Initial inventory of medical supplies; CIL i This refers to the current inventory of medical supplies.

[0084] In summary, referring to Figure 3 This is a schematic diagram illustrating the process of obtaining the second associated medical supplies replenishment quantity according to an embodiment of the present invention;

[0085] This embodiment takes into account the correlation between medical supplies, constructs a first medical supply correlation coefficient, and further obtains the second related medical supply replenishment quantity, thereby realizing the effective management of related supply replenishment quantity, improving replenishment management efficiency, thereby improving the inventory management efficiency of medical supplies, and further improving the management efficiency of the smart medical supply room.

[0086] This embodiment also includes a smart medical supplies management device, which 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 implement the smart medical supplies management method.

[0087] To verify the effectiveness of the smart medical supply management method proposed in this embodiment, comparisons were made using methods 1, 2, and 3. Method 1 is the smart medical supply management method proposed in this embodiment; Method 2 is based on the smart medical supply management method proposed in this embodiment without considering the priority of each medical supply; Method 3 is based on the smart medical supply management method proposed in this embodiment without considering the correlation between each medical supply. The comparison focused on the quantity of supplies out of stock in the smart medical supply store, and the specific results are shown in Table 2.

[0088] Table 2. Data on the quantity of medical supplies in short supply when different methods were applied to the smart medical supply store.

[0089] method Medical supplies shortage quantity Method 1 2 Method 2 40 Method 3 50

[0090] As shown in Table 2, the medical supplies smart room management method proposed in this embodiment has the fewest medical supplies shortages, demonstrating that the medical supplies smart room management method proposed in this embodiment has a certain degree of effectiveness.

[0091] This embodiment obtains the first requisition data and second inventory data of each medical supply within the previous time window. By analyzing the first requisition data, it calculates the overall priority of each medical supply. Then, by combining the overall priority and second inventory data, it calculates a first replenishment coefficient for the medical supply and obtains the replenishment quantity for the next time window based on this coefficient, thus achieving effective management of medical supply replenishment. Furthermore, based on the correlation between medical supplies, it constructs a first correlation coefficient to obtain a second correlation replenishment quantity for related medical supplies, which facilitates effective management of related supply replenishment. This invention achieves dynamic replenishment management by considering the priority and correlation relationships of medical supplies, improving the efficiency of medical supply inventory management and consequently enhancing the management efficiency of the intelligent medical supply data center.

[0092] Example 2

[0093] To improve the management efficiency of the B Medical Supplies Smart House, a Medical Supplies Smart House Management System was applied.

[0094] Reference Figure 4 The diagram below illustrates the structure of the intelligent medical supply management system provided in this embodiment of the invention, including:

[0095] The data acquisition module is used to acquire the first requisition data and the second inventory data of each medical supply in the previous time window; the first requisition data includes the number of requisitions, the quantity of requisitions, the number of requisitions of supplies together, and the quantity of supplies together; the second inventory includes the initial inventory and the current inventory.

[0096] The initial collection data is shown in Table 3:

[0097] Table 3, First Collection Data Table

[0098]

[0099] As shown in the table, taking medical supply L as an example, medical supply L was claimed 20 times in the previous time window, with a claimed quantity of 40, including medical supplies P and U; medical supply P was claimed 10 times, indicating the number of times it was claimed together with medical supply L; the claimed quantity of medical supply P was 20, indicating the total quantity claimed together with medical supply L; medical supply U was claimed 5 times, with a claimed quantity of 10.

[0100] The material priority management module is used to obtain a first medical material requisition priority, a second medical material requisition priority, and a third medical material priority based on the first requisition data, and to obtain a comprehensive medical material priority based on the first medical material requisition priority, the second medical material requisition priority, and the third medical material requisition priority; the comprehensive medical material priority is:

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

[0102] Among them, PMFH i The priority of comprehensive medical supplies; ξ1 is the influence coefficient of the first priority of medical supplies; FMCC i ξ2 represents the priority for receiving the first type of medical supplies; ξ2 represents the influence coefficient of the second type of medical supplies; SMCC i ξ3 represents the priority for receiving second-tier medical supplies; ξ3 represents the influence coefficient for the priority of receiving third-tier medical supplies; TMCC i Prioritize the receipt of third-party medical supplies;

[0103] Furthermore, the specific formulas for the first medical supply requisition priority, the second medical supply requisition priority, and the third medical supply requisition priority are as follows:

[0104]

[0105]

[0106] Among them, FMCC i Prioritize the receipt of first-class medical supplies; NMC i M represents the number of times medical supplies i are received; M represents the number of types of medical supplies; SMCC i Prioritize the requisition of the second batch of medical supplies; QMC i For the quantity of medical supplies received; TMCC i Prioritize the receipt of third-party medical supplies.

[0107] The first medical supply receiving priority represents the proportion of the number of times medical supply i was received in the previous time window to the total number of times medical supplies were received; the second medical supply receiving priority represents the proportion of the quantity of medical supply i received in the previous time window to the total quantity of medical supplies received; the third medical supply receiving priority is the ratio of the quantity of medical supply i received in the previous time window to the total number of times medical supplies were received, representing the quantity of medical supply i received in a single medical supply receiving in the previous time window.

[0108] The material replenishment management module is used to obtain a first medical material replenishment coefficient based on the second inventory data and the overall medical material priority, and to obtain the first medical material replenishment quantity for the next time window based on the first medical material replenishment coefficient and the next time window time.

[0109] Furthermore, the replenishment coefficient for the first medical supplies is:

[0110]

[0111] Among them, FMRC i The first medical supply replenishment coefficient; IIL i Initial inventory of medical supplies; CIL i The current inventory level of medical supplies; PT1 represents the previous time window; PMFH i Prioritize comprehensive medical supplies.

[0112] Furthermore, the replenishment quantity of the first medical supplies is:

[0113] FMSRC i =FMRC i *PT2;

[0114] Among them, FMSRC i This is the first replenishment volume of medical supplies; FMRC i PT2 represents the replenishment coefficient for the first medical supplies; PT2 represents the next time window.

[0115] In summary, referring to Figure 2 This is a schematic diagram illustrating the process of obtaining the first medical supply replenishment quantity according to an embodiment of the present invention;

[0116] The associated medical supplies replenishment management module is used to obtain a first medical supplies correlation coefficient based on the first requisition data, and to obtain a second associated medical supplies replenishment quantity based on the first medical supplies replenishment quantity, the second inventory data, and the first medical supplies correlation coefficient.

[0117] Furthermore, the correlation coefficient of the first medical supplies is:

[0118]

[0119] Among them, CCFMC (i,j) γ is the correlation coefficient for the first medical supply; it represents the requisition relationship between medical supply j and medical supply i; γ1 represents the influence coefficient including the number of requisitions; AWFMC (i,j) This indicates the number of times medical supplies j and i were collected together; NMC i γi represents the number of times medical supplies i are received; γ2 represents the influence coefficient including the quantity received; AWQMC (i,j) This represents the quantity of medical supplies j and i received together with the quantity of medical supplies j at the time of receipt; QMC i The quantity of medical supplies received.

[0120] Furthermore, the replenishment volume of the second related medical supplies is:

[0121]

[0122] Among them, SRSRQ j Indicates the replenishment volume of the second related medical supplies; CCFMC (i,j) The first medical supplies correlation coefficient; FMSRC i This is the first replenishment volume of medical supplies; IIL j Initial inventory of medical supplies; CIL j Current inventory of medical supplies; IIL i Initial inventory of medical supplies; CIL i This refers to the current inventory of medical supplies.

[0123] In summary, referring to Figure 3 A schematic diagram illustrating the process of obtaining the replenishment quantity of the second related medical supplies provided in this embodiment of the invention.

[0124] To verify the effectiveness of the intelligent medical supply management method proposed in this embodiment, comparisons were made using System 1, System 2, and System 3. System 1 is the intelligent medical supply management system proposed in this embodiment; System 2 is based on the intelligent medical supply management system proposed in this embodiment without considering the priority of each medical supply; System 3 is based on the intelligent medical supply management system proposed in this embodiment without considering the correlation between each medical supply. The comparison focused on the quantity of supplies out of stock in the intelligent medical supply system, and the specific results are shown in Table 4.

[0125] Table 4. Data on the quantity of medical supplies in short supply when applied to smart medical supply stores using different systems.

[0126] system Medical supplies shortage quantity System 1 1 System 2 50 System 3 60

[0127] As shown in Table 2, the medical supplies smart storage management system proposed in this embodiment has the fewest shortages of medical supplies, demonstrating that the medical supplies smart storage management system proposed in this embodiment has a certain degree of effectiveness.

[0128] This embodiment obtains the first requisition data and second inventory data of each medical supply within the previous time window. Combining the first requisition data with analysis, it calculates the overall medical supply priority for each supply. Then, by combining the overall medical supply priority and second inventory data, it calculates a first medical supply replenishment coefficient and obtains the replenishment quantity for the next time window based on this coefficient, achieving effective management of medical supply replenishment. Furthermore, based on the correlation between medical supplies, it constructs a first medical supply correlation coefficient to obtain a second correlation medical supply replenishment quantity, which facilitates effective management of correlation supply replenishment. This invention achieves dynamic replenishment management by considering the priority and correlation relationships of medical supplies, improving the management efficiency of medical supplies and thus enhancing the management efficiency of the intelligent medical supply warehouse.

[0129] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.

Claims

1. A medical supplies intelligent house management method, characterized in that: include: S10. Obtain the first collection data and the second inventory data of each medical supply in the previous time window; The first collection data includes the number of collections, the number of collections, the number of collections together with materials, and the number of collections together with materials; the second inventory includes the initial inventory and the current inventory; S20. According to the first collection data, a first medical supplies collection priority, a second medical supplies collection priority and a third medical supplies collection priority are obtained, and a comprehensive medical supplies priority is obtained according to the first medical supplies collection priority, the second medical supplies collection priority and the third medical supplies collection priority; the comprehensive medical supplies priority is: PMFH i =ξ1*FMCC i +ξ2*SMCC i +ξ3*TMCC i ; Among them, PMFH i is the priority of comprehensive medical supplies; ξ1 is the impact coefficient of the priority of first medical supplies; FMCC i is the priority of first medical supplies; ξ2 is the impact coefficient of second medical supplies priority; SMCC i is the second priority of medical supplies; ξ3 is the impact coefficient of the third priority of medical supplies; TMCC i Priority for receiving third-party medical supplies; S30. Obtaining a first medical supplies replenishment coefficient according to the second inventory data and the comprehensive medical supplies priority, and obtaining a first medical supplies replenishment quantity for the next time window according to the first medical supplies replenishment coefficient and the next time window time; S40. Obtain a first medical supplies correlation coefficient based on the first receipt data, and obtain a second correlated medical supplies replenishment quantity based on the first medical supplies replenishment quantity, the second inventory data and the first medical supplies correlation coefficient.

2. The medical supplies smart house management method according to claim 1, characterized in that: The specific formulas for the first medical supplies collection priority, the second medical supplies collection priority, and the third medical supplies collection priority are as follows: Among them, FMCC i Priority for first-line medical supplies; NMC i is the number of times medical supplies i are collected; M is the number of types of medical supplies; SMCC i Priority for receiving second medical supplies; QMC i Receive quantity for medical supplies i; TMCC i The third priority is to receive medical supplies.

3. The medical supplies smart house management method according to claim 1, characterized in that: The first medical supplies replenishment coefficient is: Among them, FMRC i IIL is the first medical supplies replenishment coefficient; i is the initial inventory of medical supplies i; CIL i is the current inventory of medical supplies i; PT1 is the previous time window time; PMFH i It is the priority of comprehensive medical supplies.

4. The medical supplies smart house management method according to claim 1, characterized in that: The first medical supplies replenishment quantity is: FMSRC i =FMRC i *PT2; Among them, FMSRC i Restocking of first-line medical supplies; FMRC i is the first medical supplies replenishment coefficient; PT2 is the next time window.

5. The medical supplies smart house management method according to claim 1, characterized in that: The first medical supplies correlation coefficient is: Among them, CCFMC (i,j) is the first medical supplies association coefficient; used to indicate the collection association relationship between medical supplies j and medical supplies i; γ1 indicates the influence coefficient of the number of collections; AWFMC (i,j) NMC represents the number of times medical supplies j and medical supplies i are collected together; i is the number of times medical supplies i are collected; γ2 represents the influence coefficient of the number of collections; AWQMC (i,j) It represents the quantity of medical supplies j and medical supplies i together with the quantity of medical supplies j collected at the time of collection; QMC i Receive quantity for medical supplies i.

6. The medical supplies smart house management method according to claim 1, characterized in that: The second associated medical supplies replenishment quantity is; Among them, SRSRQ j Indicates the replenishment quantity of the second associated medical supplies; CCFMC (i,j) FMSRC is the first medical supplies correlation coefficient; i Restocking of the first medical supplies; IIL j is the initial inventory of medical supplies; CIL j is the current inventory of medical supplies; IIL i is the initial inventory of medical supplies i; CIL i The current inventory of medical supplies i.

7. Medical supplies intelligent house management equipment, characterized by: 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 implement the medical supplies smart house management method as described in any one of claims 1 to 6.

8. Medical supplies intelligent house management system, characterized by: The medical supplies smart house management system includes: A data acquisition module, used to acquire first collection data and second inventory data of each medical material in the previous time window; the first collection data includes the number of collections, the number of collections, and the number of collections together with the materials; the second inventory includes the initial inventory and the current inventory; The material priority management module is used to obtain the first medical material collection priority, the second medical material collection priority and the third medical material collection priority according to the first collection data, and obtain the comprehensive medical material priority according to the first medical material collection priority, the second medical material collection priority and the third medical material collection priority; the comprehensive medical material priority is: PMFH i =ξ1*FMCC i +ξ2*SMCC i +ξ3*TMCC i ; Among them, PMFH i is the priority of comprehensive medical supplies; ξ1 is the impact coefficient of the priority of first medical supplies; FMCC i is the priority of first medical supplies; ξ2 is the impact coefficient of second medical supplies priority; SMCC i is the second priority of medical supplies; ξ3 is the impact coefficient of the third priority of medical supplies; TMCC i Priority for receiving third-party medical supplies; a material replenishment management module, 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 in a next time window according to the first medical material replenishment coefficient and a next time window time; The associated material replenishment management module is used to obtain a first medical material association coefficient according to the first receipt data, and to 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.

9. The medical supplies smart house management system according to claim 8, characterized in that: The first medical supplies replenishment quantity is: FMSRC i =FMRC i *PT2; Among them, FMSRC i Restocking of first-line medical supplies; FMRC i is the first medical supplies replenishment coefficient; PT2 is the next time window.

10. The medical supplies smart house management system according to claim 8, characterized in that: The second associated medical supplies replenishment quantity is; Among them, SRSRQ j Indicates the replenishment quantity of the second associated medical supplies; CCFMC (i,j) FMSRC is the first medical supplies correlation coefficient; i Restocking of the first medical supplies; IIL j is the initial inventory of medical supplies; CIL j is the current inventory of medical supplies; IIL i is the initial inventory of medical supplies i; CIL i The current inventory of medical supplies i.

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