Material scheduling method and system based on health emergency resource guarantee information system

Abstract

The invention discloses a material scheduling method and system based on a health emergency resource guarantee information system, belongs to the technical field of material scheduling, and aims to solve the technical problem of how to realize intelligent material scheduling based on the health emergency resource guarantee information system. Comprising the following steps: collecting and analyzing reserve data of sanitary emergency materials in real time based on a sanitary emergency resource guarantee information system, and screening out a calling mechanism according with material scheduling; based on the material scheduling demand, the material scheduling factor and the weight value of each material calling-out mechanism, generating a material scheduling recommendation scheme through a dynamic programming algorithm, and sorting and screening the generated material scheduling recommendation scheme; recommending the material scheduling recommendation scheme to the user, and supporting the user to check and select the optimal material scheduling recommendation scheme; and executing the optimal material scheduling recommendation scheme selected by the user, and monitoring and tracking the execution process of the material scheduling recommendation scheme in real time.

Description

Technical Field

[0001] This invention relates to the field of material dispatching technology, specifically to a material dispatching method and system based on a health emergency resource security information system. Background Technology

[0002] Traditional material dispatching methods rely heavily on manual decision-making and experience. This approach often falls short when faced with large amounts of complex data, and suffers from low dispatching efficiency and uneven material distribution. Therefore, developing a method that can intelligently recommend material dispatching solutions based on real-time data is of great significance for improving emergency response speed and optimizing resource allocation.

[0003] As a crucial component of the healthcare information system, the health emergency resource support information system provides data support for emergency decision-making by integrating and consolidating various types of health emergency resource information. However, most existing information systems remain at the level of simple data querying and display, lacking intelligent decision support functions. Particularly in terms of resource allocation, existing systems often fail to provide the optimal allocation plan based on real-time data and a comprehensive consideration of multiple factors.

[0004] How to achieve intelligent material dispatch based on the health emergency resource security information system is a technical problem that needs to be solved. Summary of the Invention

[0005] The technical objective of this invention is to address the above-mentioned shortcomings by providing a material scheduling method and system based on a health emergency resource security information system, thereby solving the technical problem of how to achieve intelligent material scheduling based on a health emergency resource security information system.

[0006] In a first aspect, the present invention provides a material dispatching method based on a health emergency resource security information system, comprising the following steps:

[0007] Institutional screening: Based on the real-time collection and analysis of reserve data of health emergency supplies by the health emergency resource security information system, institutions that meet the requirements for material dispatch are screened out, and these institutions are recommended as candidates for material dispatch.

[0008] Material dispatch recommendation scheme generation: A weight value is set for each dispatching agency. Based on the material dispatching needs, material dispatching factors, and the weight value of each material dispatching agency, a material dispatch recommendation scheme is generated through dynamic programming algorithm, and the generated material dispatch recommendation schemes are sorted and filtered.

[0009] Recommended material dispatching solutions: Recommended material dispatching solutions are presented to users, and users can view and select the optimal material dispatching solution.

[0010] Material dispatch execution: Execute the optimal material dispatch recommendation scheme selected by the user, and monitor and track the execution process of the material dispatch recommendation scheme in real time.

[0011] Preferably, the reserve data includes the types of materials, the quantities of materials, and the storage locations of the materials.

[0012] As a preferred approach, based on material dispatching needs, material dispatching factors, and the weight value of each material dispatching agency, a recommended material dispatching scheme is generated using a dynamic programming algorithm, including the following steps:

[0013] Single material dispatch recommendation scheme generation: Based on material dispatch requirements, material dispatch factors, and the weight value of each dispatching agency, a dynamic programming algorithm is used to generate all material dispatch recommendation schemes that meet the material dispatch requirements. Each material dispatch recommendation scheme involves one or more dispatching agencies. Based on the weight and number of dispatching agencies, the generated material dispatch recommendation schemes are filtered to select a predetermined number of material dispatch recommendation schemes and then sorted.

[0014] Multi-material scheduling recommendation scheme generation: Based on the scheduling order and priority between different materials, the single-material scheduling recommendation scheme is dynamically planned to generate a multi-material scheduling recommendation scheme that includes all scheduled materials, and the scheduling order and priority between different materials are determined.

[0015] Scheme optimization and ranking: Optimize the multi-material scheduling recommendation schemes, filter the multi-material scheduling recommendation schemes, select a predetermined number of material scheduling recommendation schemes, and rank the selected material scheduling recommendation schemes to obtain the final material scheduling recommendation scheme.

[0016] Preferably, the factors for material dispatching include the urgency of material dispatching needs, geographical proximity, adequacy of emergency reserve quantities, transportation costs, and timeliness of material transportation.

[0017] As a preferred option, the recommended material dispatch plan includes the type and quantity of materials, transportation route, and transportation time.

[0018] Secondly, the present invention provides a material dispatching system based on a health emergency resource security information system, which is used to realize material dispatching through a material dispatching method based on a health emergency resource security information system as described in any one of the first aspects. The system includes an organization screening module, a material dispatching recommendation scheme generation module, a material dispatching recommendation scheme display module, and a material dispatching execution module.

[0019] The agency screening module is used to perform the following: based on the real-time collection and analysis of reserve data of health emergency supplies by the health emergency resource security information system, screening out agencies that meet the requirements for material dispatch, and using these agencies as recommended candidates for material dispatch.

[0020] The material dispatch recommendation scheme generation module is used to perform the following: set a weight value for each dispatching agency, generate a material dispatch recommendation scheme through dynamic programming algorithm based on material dispatching needs, material dispatching factors and the weight value of each material dispatching agency, and sort and filter the generated material dispatch recommendation schemes.

[0021] The material dispatch recommendation scheme display module is used to perform the following: recommend material dispatch recommendation schemes to users, and allow users to view and select the optimal material dispatch recommendation scheme;

[0022] The material scheduling execution module is used to perform the following: execute the optimal material scheduling recommendation scheme selected by the user, and monitor and track the execution process of the material scheduling recommendation scheme in real time.

[0023] Preferably, the reserve data includes the types of materials, the quantities of materials, and the storage locations of the materials.

[0024] Preferably, the material scheduling recommendation scheme generation module is used to generate a material scheduling recommendation scheme as follows:

[0025] Single material dispatch recommendation scheme generation: Based on material dispatch requirements, material dispatch factors, and the weight value of each dispatching agency, a dynamic programming algorithm is used to generate all material dispatch recommendation schemes that meet the material dispatch requirements. Each material dispatch recommendation scheme involves one or more dispatching agencies. Based on the weight and number of dispatching agencies, the generated material dispatch recommendation schemes are filtered to select a predetermined number of material dispatch recommendation schemes and then sorted.

[0026] Multi-material scheduling recommendation scheme generation: Based on the scheduling order and priority between different materials, the single-material scheduling recommendation scheme is dynamically planned to generate a multi-material scheduling recommendation scheme that includes all scheduled materials, and the scheduling order and priority between different materials are determined.

[0027] Scheme optimization and ranking: Optimize the multi-material scheduling recommendation schemes, filter the multi-material scheduling recommendation schemes, select a predetermined number of material scheduling recommendation schemes, and rank the selected material scheduling recommendation schemes to obtain the final material scheduling recommendation scheme.

[0028] Preferably, the factors for material dispatching include the urgency of material dispatching needs, geographical proximity, adequacy of emergency reserve quantities, transportation costs, and timeliness of material transportation.

[0029] As a preferred option, the recommended material dispatch plan includes the type and quantity of materials, transportation route, and transportation time.

[0030] The material dispatching method system based on the health emergency resource security information system of the present invention has the following advantages:

[0031] 1. Improve the efficiency of material dispatch: Through intelligent algorithms, the comprehensive analysis of multi-dimensional information such as material reserve data, dispatch needs, geographical distance and emergency material reserve quantity can quickly generate the optimal material dispatch recommendation plan, avoiding the decision delay and error that may occur in the traditional manual decision-making process, thereby significantly improving the efficiency of material dispatch.

[0032] 2. Optimize resource allocation: Based on the recommended material dispatch scheme, it can ensure that emergency materials can reach the places where they are needed quickly and accurately at critical moments, avoiding the over-concentration or dispersion of materials and realizing the optimal allocation of resources.

[0033] 3. Improve emergency response speed: Through automated and intelligent material dispatch and recommendation, human intervention can be reduced, emergency response speed can be accelerated, and it can be ensured that the necessary emergency materials can be provided in a timely and effective manner when a public health emergency occurs, thereby reducing the impact of the event on society and the people;

[0034] 4. Reduce material waste: It can accurately predict and recommend material allocation needs, avoiding material waste caused by over-allocation or under-allocation, reducing emergency costs and improving resource utilization efficiency.

[0035] 5. Scalability and adaptability: It is not only applicable to the management and scheduling of health emergency resources, but can also be extended to material scheduling problems in other fields, with broad application prospects and adaptability. At the same time, the method can be customized and optimized according to the actual conditions and needs of different regions, which improves the flexibility and practicality of the system. Attached Figure Description

[0036] To more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0037] The invention will be further described below with reference to the accompanying drawings.

[0038] Figure 1 Example 1 shows the material dispatching method and system flowchart based on the health emergency resource security information system. Detailed Implementation

[0039] The present invention will be further described below with reference to the accompanying drawings and specific embodiments, so that those skilled in the art can better understand and implement the present invention. However, the embodiments are not intended to limit the present invention. In the absence of conflict, the embodiments of the present invention and the technical features in the embodiments can be combined with each other.

[0040] This invention provides a material scheduling method and system based on a health emergency resource security information system, which is used to solve the technical problem of how to achieve intelligent material scheduling based on a health emergency resource security information system.

[0041] Example 1:

[0042] This invention discloses a material dispatching method based on a health emergency resource security information system, comprising four steps: institution screening, generation of recommended material dispatching schemes, display of recommended material dispatching schemes, and execution of material dispatching.

[0043] Step S100: Institutional Screening: Based on the real-time collection and analysis of reserve data of health emergency supplies by the health emergency resource security information system, institutions that meet the requirements for material dispatch are screened out, and these institutions are recommended as candidates for material dispatch.

[0044] In this embodiment, step S100, the reserve data, includes information such as the type of materials, the quantity of materials, and the storage location of materials.

[0045] Step S200: Generation of recommended material scheduling schemes: A weight value is set for each dispatching agency. Based on the material scheduling needs, material scheduling factors, and the weight value of each dispatching agency, a recommended material scheduling scheme is generated through a dynamic programming algorithm. The generated recommended material scheduling schemes are then sorted and filtered.

[0046] As a specific implementation of generating the recommended material scheduling plan, this step performs the following operations:

[0047] (1) Generation of single material dispatch recommendation scheme: Based on material dispatch requirements, material dispatch factors and the weight value of each dispatching agency, all material dispatch recommendation schemes that meet the material dispatch requirements are generated through dynamic programming algorithm. Each material dispatch recommendation scheme involves one or more dispatching agencies. Based on the weight and number of dispatching agencies, the generated material dispatch recommendation schemes are filtered to select a predetermined number of material dispatch recommendation schemes and sort the selected material dispatch recommendation schemes.

[0048] (2) Generation of multi-material scheduling recommendation scheme: Based on the scheduling order and priority between different materials, the single material scheduling recommendation scheme is dynamically planned to generate a multi-material scheduling recommendation scheme that includes all scheduling materials, and the scheduling order and priority between different materials are determined.

[0049] (3) Scheme optimization and ranking: Optimize the multi-material scheduling recommended schemes and filter the multi-material scheduling recommended schemes. Select a predetermined number of material scheduling recommended schemes and rank the selected material scheduling recommended schemes to obtain the final material scheduling recommended scheme.

[0050] Factors influencing material dispatch include the urgency of the material dispatch needs, geographical proximity, adequacy of emergency reserve reserves, transportation costs, and the timeliness of material delivery. Recommended material dispatch plans include the type and quantity of materials, transportation routes, and transportation time.

[0051] In this embodiment, the first step is to generate a single-material scheduling recommendation scheme. This process generates a weight value for each eligible dispatching agency, which serves as an indicator for the recommendation scheme. Using a dynamic programming algorithm and combining the weight values, all schemes that satisfy the material scheduling requirements are backtracked. These schemes may involve one or more dispatching agencies. Then, the top 5 schemes that satisfy the material scheduling requirements are selected, with the selection criteria being "agency weight / number of agencies" to ensure the efficiency and rationality of the schemes. Next, multi-material scheduling recommendation schemes are combined. The single-material recommendation schemes are applied using dynamic programming to form a recommendation scheme that includes all scheduled materials. This step needs to consider the scheduling order and priority between different materials and optimize the combined multi-material scheduling recommendation scheme to ensure the scheduling coordination between materials and the maximization of resource utilization. The top 5 recommendation schemes that include all scheduled materials are then selected, sorted by priority, and the results are prepared for display.

[0052] Step S300: Display of recommended material dispatching schemes: Recommended material dispatching schemes to users, allowing them to view and select the optimal scheme.

[0053] In this embodiment, the recommended material scheduling scheme is presented to the user through a visual interface, API interface or other means, so that the user can view and select the optimal material scheduling scheme.

[0054] Step S400 Material Scheduling Execution: Execute the optimal material scheduling recommendation scheme selected by the user, and monitor and track the execution process of the material scheduling recommendation scheme in real time.

[0055] In this embodiment, this step involves real-time monitoring and tracking of the material dispatching process to ensure that materials can reach the target location in a timely and accurate manner according to the recommended dispatching plan.

[0056] This embodiment analyzes factors such as the reserve status, dispatch needs, geographical distance, and reserve quantity of public health emergency supplies. Through intelligent algorithms, it efficiently and accurately recommends the optimal supply dispatch plan, thereby optimizing resource allocation, improving emergency response speed, reducing waste, and ensuring the timely and effective provision of necessary emergency supplies during public health emergencies. It can integrate data from multiple public health emergency resource support information systems, enabling cross-regional and cross-departmental coordination and resource sharing in supply dispatch. This improves emergency response speed, optimizes resource allocation, reduces waste, and provides strong support for responding to public health emergencies.

[0057] Example 2:

[0058] This invention discloses a material dispatching system based on a health emergency resource security information system, comprising an organization screening module, a material dispatching recommendation scheme generation module, a material dispatching recommendation scheme display module, and a material dispatching execution module.

[0059] The agency screening module is used to perform the following: Based on the real-time collection and analysis of reserve data of health emergency supplies by the health emergency resource security information system, screening out agencies that meet the requirements for material dispatch, and recommending these agencies as candidates for material dispatch.

[0060] Reserve data includes information such as the types of materials, quantities of materials, and storage locations of materials.

[0061] The material dispatch recommendation scheme generation module performs the following: it sets a weight value for each dispatching agency, generates a material dispatch recommendation scheme through a dynamic programming algorithm based on material dispatching needs, material dispatching factors, and the weight value of each material dispatching agency, and sorts and filters the generated material dispatch recommendation schemes.

[0062] As a specific implementation of generating the recommended material scheduling scheme, this module is used to perform the following operations:

[0063] (1) Generation of single material dispatch recommendation scheme: Based on material dispatch requirements, material dispatch factors and the weight value of each dispatching agency, all material dispatch recommendation schemes that meet the material dispatch requirements are generated through dynamic programming algorithm. Each material dispatch recommendation scheme involves one or more dispatching agencies. Based on the weight and number of dispatching agencies, the generated material dispatch recommendation schemes are filtered to select a predetermined number of material dispatch recommendation schemes and sort the selected material dispatch recommendation schemes.

[0064] (2) Generation of multi-material scheduling recommendation scheme: Based on the scheduling order and priority between different materials, the single material scheduling recommendation scheme is dynamically planned to generate a multi-material scheduling recommendation scheme that includes all scheduling materials, and the scheduling order and priority between different materials are determined.

[0065] (3) Scheme optimization and ranking: Optimize the multi-material scheduling recommended schemes and filter the multi-material scheduling recommended schemes. Select a predetermined number of material scheduling recommended schemes and rank the selected material scheduling recommended schemes to obtain the final material scheduling recommended scheme.

[0066] Factors influencing material dispatch include the urgency of the material dispatch needs, geographical proximity, adequacy of emergency reserve reserves, transportation costs, and the timeliness of material delivery. Recommended material dispatch plans include the type and quantity of materials, transportation routes, and transportation time.

[0067] In this embodiment, the first step is to generate a single-material scheduling recommendation scheme. This process generates a weight value for each eligible dispatching agency, which serves as an indicator for the recommendation scheme. Using a dynamic programming algorithm and combining the weight values, all schemes that satisfy the material scheduling requirements are backtracked. These schemes may involve one or more dispatching agencies. Then, the top 5 schemes that satisfy the material scheduling requirements are selected, with the selection criteria being "agency weight / number of agencies" to ensure the efficiency and rationality of the schemes. Next, multi-material scheduling recommendation schemes are combined. The single-material recommendation schemes are applied using dynamic programming to form a recommendation scheme that includes all scheduled materials. This step needs to consider the scheduling order and priority between different materials and optimize the combined multi-material scheduling recommendation scheme to ensure the scheduling coordination between materials and the maximization of resource utilization. The top 5 recommendation schemes that include all scheduled materials are then selected, sorted by priority, and the results are prepared for display.

[0068] The material dispatch recommendation solution display module is used to perform the following: recommend material dispatch solutions to users, and allow users to view and select the optimal material dispatch recommendation solution.

[0069] In this embodiment, the recommended material scheduling scheme is presented to the user through a visual interface, API interface or other means, so that the user can view and select the optimal material scheduling scheme.

[0070] The material scheduling execution module is used to perform the following: execute the optimal material scheduling recommendation scheme selected by the user, and monitor and track the execution process of the material scheduling recommendation scheme in real time.

[0071] In this embodiment, this module is used to monitor and track the material dispatching process in real time to ensure that materials can arrive at the target location in a timely and accurate manner according to the recommended dispatching plan.

[0072] The system in this embodiment can execute the method disclosed in Embodiment 1 to realize intelligent material scheduling and recommendation.

[0073] The present invention has been shown and described in detail above with reference to the accompanying drawings and preferred embodiments. However, the present invention is not limited to these disclosed embodiments. Based on the above embodiments, those skilled in the art will know that more embodiments of the present invention can be obtained by combining the means in the different embodiments described above, and these embodiments are also within the protection scope of the present invention.

Claims

1. A method for material dispatching based on a health emergency resource security information system, characterized in that, Includes the following steps: Institutional screening: Based on the real-time collection and analysis of reserve data of health emergency supplies by the health emergency resource security information system, institutions that meet the requirements for material dispatch are screened out, and these institutions are recommended as candidates for material dispatch. Material dispatch recommendation scheme generation: A weight value is set for each dispatching agency. Based on the material dispatching needs, material dispatching factors, and the weight value of each material dispatching agency, a material dispatch recommendation scheme is generated through dynamic programming algorithm, and the generated material dispatch recommendation schemes are sorted and filtered. Recommended material dispatching solutions: Recommended material dispatching solutions are presented to users, and users can view and select the optimal material dispatching solution. Material dispatch execution: Execute the optimal material dispatch recommendation scheme selected by the user, and monitor and track the execution process of the material dispatch recommendation scheme in real time.

2. The material dispatching method based on a health emergency resource security information system according to claim 1, characterized in that, The reserve data includes the types of materials, the quantities of materials, and the storage locations of the materials.

3. The material dispatching method based on a health emergency resource security information system according to claim 1, characterized in that, Based on material dispatching needs, material dispatching factors, and the weight value of each material dispatching agency, a recommended material dispatching scheme is generated using a dynamic programming algorithm, including the following steps: Single material dispatch recommendation scheme generation: Based on material dispatch requirements, material dispatch factors, and the weight value of each dispatching agency, a dynamic programming algorithm is used to generate all material dispatch recommendation schemes that meet the material dispatch requirements. Each material dispatch recommendation scheme involves one or more dispatching agencies. Based on the weight and number of dispatching agencies, the generated material dispatch recommendation schemes are filtered to select a predetermined number of material dispatch recommendation schemes and then sorted. Multi-material scheduling recommendation scheme generation: Based on the scheduling order and priority between different materials, the single-material scheduling recommendation scheme is dynamically planned to generate a multi-material scheduling recommendation scheme that includes all scheduled materials, and the scheduling order and priority between different materials are determined. Scheme optimization and ranking: Optimize the multi-material scheduling recommendation schemes, filter the multi-material scheduling recommendation schemes, select a predetermined number of material scheduling recommendation schemes, and rank the selected material scheduling recommendation schemes to obtain the final material scheduling recommendation scheme.

4. The material dispatching method based on a health emergency resource security information system according to claim 1, characterized in that, The factors for material dispatching include the urgency of material dispatching needs, geographical proximity, adequacy of emergency reserve quantities, transportation costs, and the timeliness of material transportation.

5. The material dispatching method based on a health emergency resource security information system according to claim 1, characterized in that, The recommended material dispatch plan includes the type and quantity of materials, transportation route, and transportation time.

6. A material dispatching system based on a health emergency resource security information system, characterized in that, This method is used to implement material scheduling through a material scheduling method based on a health emergency resource security information system as described in any one of claims 1-5, wherein the system includes an organization screening module, a material scheduling recommendation scheme generation module, a material scheduling recommendation scheme display module, and a material scheduling execution module. The agency screening module is used to perform the following: based on the real-time collection and analysis of reserve data of health emergency supplies by the health emergency resource security information system, screening out agencies that meet the requirements for material dispatch, and using these agencies as recommended candidates for material dispatch. The material dispatch recommendation scheme generation module is used to perform the following: set a weight value for each dispatching agency, generate a material dispatch recommendation scheme through dynamic programming algorithm based on material dispatching needs, material dispatching factors and the weight value of each material dispatching agency, and sort and filter the generated material dispatch recommendation schemes. The material dispatch recommendation scheme display module is used to perform the following: recommend material dispatch recommendation schemes to users, and allow users to view and select the optimal material dispatch recommendation scheme; The material scheduling execution module is used to perform the following: execute the optimal material scheduling recommendation scheme selected by the user, and monitor and track the execution process of the material scheduling recommendation scheme in real time.

7. The material dispatching system based on the health emergency resource security information system according to claim 6, characterized in that, The reserve data includes the types of materials, the quantities of materials, and the storage locations of the materials.

8. The material dispatching system based on the health emergency resource security information system according to claim 6, characterized in that, The material scheduling recommendation scheme generation module is used to generate a material scheduling recommendation scheme as follows: Single material dispatch recommendation scheme generation: Based on material dispatch requirements, material dispatch factors, and the weight value of each dispatching agency, a dynamic programming algorithm is used to generate all material dispatch recommendation schemes that meet the material dispatch requirements. Each material dispatch recommendation scheme involves one or more dispatching agencies. Based on the weight and number of dispatching agencies, the generated material dispatch recommendation schemes are filtered to select a predetermined number of material dispatch recommendation schemes and then sorted. Multi-material scheduling recommendation scheme generation: Based on the scheduling order and priority between different materials, the single-material scheduling recommendation scheme is dynamically planned to generate a multi-material scheduling recommendation scheme that includes all scheduled materials, and the scheduling order and priority between different materials are determined. Scheme optimization and ranking: Optimize the multi-material scheduling recommendation schemes, filter the multi-material scheduling recommendation schemes, select a predetermined number of material scheduling recommendation schemes, and rank the selected material scheduling recommendation schemes to obtain the final material scheduling recommendation scheme.

9. The material dispatching system based on the health emergency resource security information system according to claim 6, characterized in that, The factors for material dispatching include the urgency of material dispatching needs, geographical proximity, adequacy of emergency reserve quantities, transportation costs, and the timeliness of material transportation.

10. The material dispatching system based on the health emergency resource security information system according to claim 6, characterized in that, The recommended material dispatch plan includes the type and quantity of materials, transportation route, and transportation time.

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