Resource accurate scheduling and security monitoring system based on block chain and artificial intelligence

Abstract

The invention discloses a resource accurate scheduling and security monitoring system based on a block chain and artificial intelligence, and relates to the technical field of resource management, the system comprises a monitoring center, and the monitoring center is in communication connection with a block chain module, a resource information integration module, a dynamic emergency module, a resource scheduling module and a security monitoring module; emergency resource information and emergency rescue data of different regions are summarized by utilizing a block chain technology, so that cross-region information sharing is realized, and meanwhile, corresponding rescue tasks and rescue material lists are formulated for disaster regions in time by utilizing front-end real-time information obtained by the disaster regions, so that the rescue efficiency is improved. According to the method, the rescue material list is matched with the emergency resource information of the non-disaster area, so that the corresponding resource scheduling task is formulated, the efficiency and accuracy of emergency rescue information processing are improved, and efficient response and accurate execution of rescue actions are realized through intelligent resource scheduling and dynamic optimization.

Description

Technical Field

[0001] The present invention relates to the technical field of resource management, and in particular to a resource precision scheduling and security monitoring system based on blockchain and artificial intelligence. Background Art

[0002] At present, the emergency rescue system has exposed many problems when dealing with various emergencies. In terms of information circulation, there is an information island phenomenon, and it is difficult to share and coordinate information between different departments and regions, which makes the information systems between departments incompatible, and the information transmission is not timely and accurate, resulting in a lack of comprehensive and accurate information support for rescue decisions, affecting the efficient implementation of rescue work. In terms of resource allocation, there are problems of unreasonable resource allocation and low allocation efficiency; How to achieve timely sharing of information between different regions and formulate more reasonable and efficient resource allocation plans for disaster areas is a problem we need to solve. To this end, we now provide a precise resource scheduling and security monitoring system based on blockchain and artificial intelligence. Summary of the invention

[0003] The purpose of the present invention is to provide a resource precision scheduling and security monitoring system based on blockchain and artificial intelligence.

[0004] The purpose of the present invention can be achieved through the following technical solutions: a resource precision scheduling and security monitoring system based on blockchain and artificial intelligence, including a monitoring center, wherein the monitoring center is communicatively connected with a blockchain module, a resource information integration module, a dynamic emergency module, a resource scheduling module, and a security monitoring module; The blockchain module is used to construct a blockchain on-chain end corresponding to each region, and each region uploads its emergency resource information and emergency rescue data through the blockchain on-chain end; The resource information integration module is used to integrate the emergency resource information uploaded by each region, obtain resource integration information, and complete the update of the corresponding resource integration information; The dynamic emergency module is used to construct a corresponding dynamic digital twin model according to the emergency rescue data; The resource scheduling module is used to generate corresponding resource scheduling tasks according to resource integration information and the dynamic digital twin model; The security monitoring module is used to monitor the execution process of the resource scheduling task.

[0005] Furthermore, the blockchain module includes a blockchain center and a blockchain on-chain end, and the blockchain on-chain end is linked through a blockchain path; the blockchain center stores standard regional models of various regions; The blockchain routing is composed of several blockchain nodes; Each of the chain ends on the blockchain corresponds to a region, and is associated with at least one regional person in charge, and a regional identification code corresponding to the region is set, and the regional identification code of the region is mapped to each blockchain node on the blockchain path linked to the chain end on the blockchain corresponding to the region; Empower each blockchain node with node functions, and associate each blockchain node with a corresponding node manager; the node functions include information access node, allocation node, outbound node, and acceptance node; The regional person in charge uploads the emergency resource information and emergency rescue information of the region through the blockchain. The emergency resource information includes the types of materials, the corresponding reserve quantity of each material, the types of available equipment, the quantity of each equipment, and the number of rescue personnel; The emergency rescue information includes the type of disaster, the scope of the disaster and front-end real-time information.

[0006] Furthermore, the resource information integration module integrates the emergency resource information uploaded by each region, and the process of obtaining the resource integration information includes: The emergency resource information uploaded by each blockchain end is uploaded to the blockchain center through the blockchain path. When the emergency resource information passes through each blockchain node, it is reviewed by the node manager corresponding to the blockchain node. After the review is passed, the emergency resource information is uploaded to the blockchain center; The emergency resource information uploaded to the blockchain center is aggregated, and corresponding resource sub-items are generated according to the aggregated emergency resource information, and the same resource sub-items are classified into one resource item, and the resource item is associated with the resource sub-items; Import the material reserves corresponding to the same resource sub-item into the corresponding resource item to obtain the corresponding total material volume; After completing the aggregation of emergency resource information uploaded by all blockchain ends, the corresponding resource integration information is obtained.

[0007] Furthermore, the process of the dynamic emergency module constructing a corresponding dynamic digital twin model according to the emergency rescue data includes: The disaster area is divided into several sub-areas in the standard regional model of the disaster area, and corresponding emergency rescue points are set in each sub-area; Based on the standard regional model corresponding to the disaster area, the disaster type and disaster range in the emergency rescue information obtained by the information access node are obtained and mapped into the standard regional model; Then, according to the front-end real-time information obtained by the information access node, an associated node is generated at a corresponding position in the standard area model according to the location information in the front-end real-time information, and a corresponding associated area is generated with the associated node as the center; The obtained front-end real-time information is imported into the associated node, and a corresponding time tag is generated, and the time tag is associated with the front-end real-time information to obtain a dynamic digital twin model corresponding to the disaster area.

[0008] Furthermore, the process of the resource scheduling module generating corresponding resource scheduling tasks according to the resource integration information and the dynamic digital twin model includes: The technicians at the monitoring center set the corresponding emergency coefficient for each associated area based on the real-time information from the front end; Conduct emergency priority assessment on each sub-area and obtain the corresponding rescue priority coefficient; The sub-areas are sorted from high to low according to the obtained rescue priority coefficients, and the locations of the emergency rescue points in each sub-area are marked as rescue passing points according to the sorting results; Create rescue missions associated with each rescue route point, and the monitoring center imports the corresponding rescue material list according to the generated rescue mission, wherein the rescue material list includes the types of required materials, the required quantity of each material, the types of required equipment, the required quantity of each equipment, and the required quantity of rescue personnel; Generate corresponding resource scheduling tasks according to the imported rescue material list; The rescue material list is assigned corresponding tasks according to the generated resource scheduling tasks.

[0009] Furthermore, the process of allocating the corresponding tasks to the rescue material list according to the generated resource scheduling tasks includes: According to the sorting results of the sub-areas of the disaster area, the corresponding sub-areas are selected in sequence; Obtaining route distances between other areas except the disaster area and the rescue waypoints of the selected sub-area; Sort the other areas according to the route distance, and match the emergency resource information corresponding to the other areas with the rescue material list according to the order, so as to obtain the corresponding material task allocation items and the corresponding material allocation quantities, equipment task allocation items and the corresponding personnel task allocation items; According to the material allocation quantity and equipment allocation quantity, obtain the demand difference corresponding to the required material type and required equipment type; Match the demand difference with the emergency resource information of the second ranked area, and so on; Send personnel task assignments to the corresponding data uplink end, and the corresponding area manager will import the number of personnel and personnel information, and feed it back to the monitoring center; The generated material task allocation items and equipment task allocation items are then sent to the corresponding data link.

[0010] Furthermore, the security monitoring module monitors the execution process of the resource scheduling task, including: The node manager of the allocation node confirms the types of materials and equipment to be allocated and the corresponding quantities of materials and equipment; The node manager of the outbound node will issue the materials and equipment according to the types and corresponding quantities of materials and equipment that need to be allocated, update the emergency resource information after the outbound shipment, and upload the updated emergency resource information to the acceptance node; The acceptance node verifies the types of materials and equipment shipped out of the warehouse and the corresponding quantities of materials and equipment. After verification, the updated emergency resource information is confirmed and updated to the resource integration information.

[0011] Compared with the prior art, the present invention has the following beneficial effects: Blockchain technology is used to aggregate emergency resource information and emergency rescue data from different regions, thereby realizing cross-regional information sharing. At the same time, the front-end real-time information obtained from the disaster area is used to promptly formulate corresponding rescue tasks and rescue material lists for the disaster area, and then the rescue material lists are matched with the emergency resource information in non-disaster areas to formulate corresponding resource scheduling tasks, thereby improving the efficiency and accuracy of emergency rescue information processing, and realizing efficient response and precise execution of rescue operations through intelligent resource scheduling and dynamic optimization. BRIEF DESCRIPTION OF THE DRAWINGS

[0012] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in the present invention. For ordinary technicians in this field, other drawings can also be obtained based on these drawings.

[0013] Figure 1 It is a schematic diagram of the present invention. DETAILED DESCRIPTION

[0014] like Figure 1 As shown, a resource precision scheduling and security monitoring system based on blockchain and artificial intelligence includes a monitoring center, which is communicatively connected to a blockchain module, a resource information integration module, a dynamic emergency module, a resource scheduling module, and a security monitoring module; The blockchain module is used to construct a blockchain on-chain end corresponding to each region, and each region uploads its emergency resource information and emergency rescue data through the blockchain on-chain end; The resource information integration module is used to integrate the emergency resource information uploaded by each region, obtain resource integration information, and complete the update of the corresponding resource integration information; The dynamic emergency module is used to construct a corresponding dynamic digital twin model according to the emergency rescue data; The resource scheduling module is used to generate corresponding resource scheduling tasks according to resource integration information and the dynamic digital twin model; The security monitoring module is used to monitor the execution process of the resource scheduling task.

[0015] It should be further explained that, in the specific implementation process, the blockchain module constructs a blockchain on-chain end corresponding to each region, and the process in which each region uploads its emergency resource information and emergency rescue data through the blockchain on-chain end includes: The blockchain module includes a blockchain center and a blockchain on-chain end, and the blockchain on-chain end is linked through a blockchain path; the blockchain center stores standard regional models of various regions; The blockchain routing is composed of several blockchain nodes; Each of the chain ends on the blockchain corresponds to a region, and is associated with at least one regional person in charge, and a regional identification code corresponding to the region is set, and the regional identification code of the region is mapped to each blockchain node on the blockchain path linked to the chain end on the blockchain corresponding to the region; Empower each blockchain node with node functions, and associate each blockchain node with a corresponding node manager; the node functions include information access node, allocation node, outbound node, and acceptance node; The regional person in charge uploads the emergency resource information and emergency rescue information of the region through the blockchain. The emergency resource information includes the types of materials, the corresponding material reserves of each material, the types of available equipment, the quantity of each equipment, and the number of rescue personnel; The emergency rescue information includes the type of disaster, the scope of the disaster and front-end real-time information, and the front-end real-time information includes image information, vital signs information, location information and terrain information; It should be further explained that in the specific implementation process, when a natural disaster occurs in a region, the person in charge of the region initiates a disaster relief request through the blockchain on-chain end and sends the disaster relief request to the monitoring center. After the monitoring center reviews and approves it, the region is marked as a disaster area and the information access node in the blockchain corresponding to the disaster area is activated; After being activated, the information access node is used to receive front-end real-time information and upload the front-end real-time information to the blockchain center through the blockchain path. For example, drones in the disaster area can directly transmit the obtained front-end real-time information to the information access node.

[0016] It should be further explained that, in the specific implementation process, the resource information integration module integrates the emergency resource information uploaded by each region, and the process of obtaining the resource integration information includes: The emergency resource information uploaded by each blockchain end is uploaded to the blockchain center through the blockchain path. When the emergency resource information passes through each blockchain node, it is reviewed by the node manager corresponding to the blockchain node. After the review is passed, the emergency resource information is uploaded to the blockchain center; The emergency resource information uploaded to the blockchain center is aggregated, and corresponding resource sub-items are generated according to the aggregated emergency resource information, and the same resource sub-items are classified into one resource item, and the resource item is associated with the resource sub-items; the resource sub-items include material items, equipment items and personnel items; Import the material reserves corresponding to the same resource sub-item into the corresponding resource item to obtain the corresponding total material volume; After completing the aggregation of emergency resource information uploaded by all blockchain ends, the corresponding resource integration information is obtained.

[0017] It should be further explained that, in the specific implementation process, the process of the dynamic emergency module constructing the corresponding dynamic digital twin model according to the emergency rescue data includes: When the monitoring center receives a disaster rescue request, it retrieves the standard regional model of the corresponding disaster area in the blockchain center according to the received disaster rescue request, divides the disaster area into several sub-areas in the standard regional model, and sets corresponding emergency rescue points in each sub-area; Based on the standard regional model corresponding to the disaster area, the disaster type and disaster range in the emergency rescue information obtained by the information access node are obtained and mapped into the standard regional model; Then, according to the front-end real-time information obtained by the information access node, an associated node is generated at a corresponding position in the standard area model according to the location information in the front-end real-time information, and a corresponding associated area is generated with the associated node as the center; The obtained front-end real-time information is imported into the associated node, and a corresponding time tag is generated, and the time tag is associated with the front-end real-time information, so as to obtain a dynamic digital twin model corresponding to the disaster area; it should be further explained that in the specific implementation process, when the location information in the obtained new front-end real-time information is within the associated area, a corresponding time tag is generated, and the new front-end real-time information is associated with the time tag.

[0018] It should be further explained that, in the specific implementation process, the process in which the resource scheduling module generates corresponding resource scheduling tasks according to the resource integration information and the dynamic digital twin model includes: Each sub-area in the obtained dynamic digital twin model is labeled as i, where i=1, 2, ..., n; Obtain the associated areas in the disaster area labeled i, and label each associated area as j, where j = 0, 1, 2, ..., m; The technicians at the monitoring center set the corresponding emergency coefficient for each associated area according to the real-time information from the front end, and the emergency coefficient of the associated area labeled j is recorded as YX j ; Evaluate the emergency priority of each sub-area and obtain the corresponding rescue priority coefficient, recorded as Yy i ,in: ; in, is the disaster coefficient, which depends on the type of disaster. is the maximum emergency coefficient corresponding to the associated area in the sub-area, is the correction factor, and >0; The sub-areas are sorted from high to low according to the obtained rescue priority coefficients, and the locations of the emergency rescue points in each sub-area are marked as rescue passing points according to the sorting results; Create rescue missions associated with each rescue route point, and the monitoring center imports the corresponding rescue material list according to the generated rescue mission, wherein the rescue material list includes the types of required materials, the required quantity of each material, the types of required equipment, the required quantity of each equipment, and the required quantity of rescue personnel; Generate corresponding resource scheduling tasks according to the imported rescue material list; The rescue material list is assigned corresponding tasks according to the generated resource scheduling tasks, and the task assignment results are sent to the blockchain end in other areas except the disaster area.

[0019] It should be further explained that, in the specific implementation process, the process of allocating the corresponding tasks of the rescue material list according to the generated resource scheduling tasks includes: According to the sorting results of the sub-areas of the disaster area, the corresponding sub-areas are selected in sequence; Obtaining route distances between other areas except the disaster area and the rescue waypoints of the selected sub-area; Sort the other areas according to the route distance, and match the types of materials, the corresponding material reserves of each material, the types of available equipment, the quantity of each equipment, the number of rescuers and the list of rescue materials in the emergency resource information corresponding to the other areas according to the order; If the types of materials and available equipment in the emergency resource information do not match the types of required materials and required equipment in the rescue material list, only the personnel task allocation item will be generated; If the types of materials and available equipment in the emergency resource information match the types of materials and equipment required in the rescue material list, then obtain the material reserve quantity of the corresponding material type and the available equipment quantity of the corresponding equipment type in the emergency resource information; If the corresponding material reserve quantity in the emergency resource information is greater than or equal to the corresponding material demand quantity, a material task allocation item corresponding to the material type and a material allocation quantity corresponding to the material task allocation item are generated, and the material allocation quantity is the material demand quantity; If the corresponding material reserve in the emergency resource information is less than the material demand, a material task allocation item corresponding to the material type and a material allocation quantity corresponding to the material task allocation item are generated, and the material allocation quantity is the material reserve; Similarly, if the corresponding available equipment quantity in the emergency resource information is greater than or equal to the corresponding equipment demand, then an equipment task allocation item corresponding to the equipment type and an equipment allocation quantity corresponding to the equipment task allocation item are generated, and the equipment allocation quantity is the equipment demand; If the number of available devices in the emergency resource information is less than the required number of devices, an equipment task allocation item corresponding to the type of equipment and an equipment allocation quantity corresponding to the equipment task allocation item are generated, and the equipment allocation quantity is the number of available devices; According to the material allocation amount and the equipment allocation amount, the demand difference of the corresponding required material type and the required equipment type is obtained; the demand difference is the difference between the material allocation amount and the equipment allocation amount and the corresponding material demand amount and equipment demand amount; Match the demand difference with the emergency resource information of the second ranked area, and so on; Send personnel task assignments to the corresponding data uplink end, and the corresponding area manager will import the number of personnel and personnel information, and feed it back to the monitoring center; The generated material task assignment items and equipment task assignment items are then sent to the corresponding data chain ends, and security monitoring nodes corresponding to the task assignment items are generated in each blockchain node of the corresponding blockchain path to monitor the execution status of the task assignment items.

[0020] It should be further explained that, in the specific implementation process, the security monitoring module monitors the execution process of the resource scheduling task including: The node manager of the allocation node confirms the types of materials and equipment to be allocated and the corresponding quantities of materials and equipment; The node manager of the outbound node will issue the materials and equipment according to the types and corresponding quantities of materials and equipment that need to be allocated, update the emergency resource information after the outbound shipment, and upload the updated emergency resource information to the acceptance node; The acceptance node verifies the types of materials and equipment shipped out of the warehouse and the corresponding quantities of materials and equipment. After verification, the updated emergency resource information is confirmed and updated to the resource integration information.

[0021] The above description is only a preferred embodiment of the present invention and does not limit the present invention in any form. Although the present invention has been disclosed as a preferred embodiment as above, it is not used to limit the present invention. Any technical personnel in this field can make some changes or modify the technical contents disclosed above into equivalent embodiments with equivalent changes without departing from the scope of the technical solution of the present invention. However, any modification or equivalent replacement of the above embodiments made according to the technical essence of the present invention without departing from the content of the technical solution of the present invention still falls within the scope of the technical solution of the present invention.

Claims

1. A resource precision scheduling and security monitoring system based on blockchain and artificial intelligence, including a monitoring center, characterized in that: The monitoring center is communicatively connected to a blockchain module, a resource information integration module, a dynamic emergency module, a resource scheduling module, and a security monitoring module; The blockchain module is used to construct a blockchain on-chain end corresponding to each region, and each region uploads its emergency resource information and emergency rescue data through the blockchain on-chain end; The resource information integration module is used to integrate the emergency resource information uploaded by each region, obtain resource integration information, and complete the update of the corresponding resource integration information; The dynamic emergency module is used to construct a corresponding dynamic digital twin model according to the emergency rescue data; The resource scheduling module is used to generate corresponding resource scheduling tasks according to resource integration information and the dynamic digital twin model; The security monitoring module is used to monitor the execution process of the resource scheduling task.

2. According to the blockchain and artificial intelligence-based resource precise scheduling and security monitoring system of claim 1, it is characterized in that: The blockchain module includes a blockchain center and a blockchain on-chain end, and the blockchain on-chain end is linked through a blockchain path; the blockchain center stores standard regional models of various regions; The blockchain routing is composed of several blockchain nodes; Each of the chain ends on the blockchain corresponds to a region, and is associated with at least one regional person in charge, and a regional identification code corresponding to the region is set, and the regional identification code of the region is mapped to each blockchain node on the blockchain path linked to the chain end on the blockchain corresponding to the region; Empower each blockchain node with node functions, and associate each blockchain node with a corresponding node manager; the node functions include information access node, allocation node, outbound node, and acceptance node; The regional person in charge uploads the emergency resource information and emergency rescue information of the region through the blockchain. The emergency resource information includes the types of materials, the corresponding material reserves of each material, the types of available equipment, the quantity of each equipment, and the number of rescue personnel; The emergency rescue information includes the type of disaster, the scope of the disaster and front-end real-time information.

3. The resource precise scheduling and security monitoring system based on blockchain and artificial intelligence according to claim 2 is characterized in that: The resource information integration module integrates the emergency resource information uploaded by each region, and the process of obtaining the resource integration information includes: The emergency resource information uploaded by each blockchain end is uploaded to the blockchain center through the blockchain path. When the emergency resource information passes through each blockchain node, it is reviewed by the node manager corresponding to the blockchain node. After the review is passed, the emergency resource information is uploaded to the blockchain center; The emergency resource information uploaded to the blockchain center is aggregated, and corresponding resource sub-items are generated according to the aggregated emergency resource information, and the same resource sub-items are classified into one resource item, and the resource item is associated with the resource sub-items; Import the material reserves corresponding to the same resource sub-item into the corresponding resource item to obtain the corresponding total material volume; After completing the aggregation of emergency resource information uploaded by all blockchain ends, the corresponding resource integration information is obtained.

4. The resource precise scheduling and security monitoring system based on blockchain and artificial intelligence according to claim 3 is characterized in that: The process of the dynamic emergency module constructing a corresponding dynamic digital twin model according to the emergency rescue data includes: The disaster area is divided into several sub-areas in the standard regional model of the disaster area, and corresponding emergency rescue points are set in each sub-area; Based on the standard regional model corresponding to the disaster area, the disaster type and disaster range in the emergency rescue information obtained by the information access node are obtained and mapped into the standard regional model; Then, according to the front-end real-time information obtained by the information access node, an associated node is generated at a corresponding position in the standard area model according to the location information in the front-end real-time information, and a corresponding associated area is generated with the associated node as the center; The obtained front-end real-time information is imported into the associated node, and a corresponding time tag is generated, and the time tag is associated with the front-end real-time information to obtain a dynamic digital twin model corresponding to the disaster area.

5. The resource precise scheduling and security monitoring system based on blockchain and artificial intelligence according to claim 4 is characterized in that: The process of the resource scheduling module generating corresponding resource scheduling tasks according to resource integration information and the dynamic digital twin model includes: The technicians at the monitoring center set the corresponding emergency coefficient for each associated area based on the real-time information from the front end; Conduct emergency priority assessment on each sub-area and obtain the corresponding rescue priority coefficient; The sub-areas are sorted from high to low according to the obtained rescue priority coefficients, and the locations of the emergency rescue points in each sub-area are marked as rescue passing points according to the sorting results; Create rescue missions associated with each rescue route point, and the monitoring center imports the corresponding rescue material list according to the generated rescue mission, wherein the rescue material list includes the types of required materials, the required quantity of each material, the types of required equipment, the required quantity of each equipment, and the required quantity of rescue personnel; Generate corresponding resource scheduling tasks according to the imported rescue material list; The rescue material list is assigned corresponding tasks according to the generated resource scheduling tasks.

6. The resource precise scheduling and security monitoring system based on blockchain and artificial intelligence according to claim 5 is characterized in that: The process of allocating the corresponding tasks to the list of relief supplies according to the generated resource scheduling tasks includes: According to the sorting results of the sub-areas of the disaster area, the corresponding sub-areas are selected in sequence; Obtaining route distances between other areas except the disaster area and the rescue waypoints of the selected sub-area; Sort the other areas according to the route distance, and match the emergency resource information corresponding to the other areas with the rescue material list according to the order, so as to obtain the corresponding material task allocation items and the corresponding material allocation quantities, equipment task allocation items and the corresponding personnel task allocation items; According to the material allocation quantity and equipment allocation quantity, obtain the demand difference of the corresponding required material types and required equipment types; Match the demand difference with the emergency resource information of the second ranked area, and so on; Send personnel task assignments to the corresponding data uplink end, and the corresponding area manager will import the number of personnel and personnel information, and feed it back to the monitoring center; The generated material task allocation items and equipment task allocation items are then sent to the corresponding data link.

7. The resource precise scheduling and security monitoring system based on blockchain and artificial intelligence according to claim 6 is characterized in that: The process of monitoring the execution process of the resource scheduling task by the security monitoring module includes: The node manager of the allocation node confirms the types of materials and equipment to be allocated and the corresponding quantities of materials and equipment; The node manager of the outbound node will issue the materials and equipment according to the types and corresponding quantities of materials and equipment that need to be allocated, update the emergency resource information after the outbound shipment, and upload the updated emergency resource information to the acceptance node; The acceptance node verifies the types of materials and equipment shipped out of the warehouse and the corresponding quantities of materials and equipment. After verification, the updated emergency resource information is confirmed and updated to the resource integration information.

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