CN116362519B - Emergency resource management system based on urban public health event - Google Patents
Emergency resource management system based on urban public health event Download PDFInfo
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- 230000005180 public health Effects 0.000 title claims abstract description 52
- 238000007726 management method Methods 0.000 claims abstract description 54
- 238000004458 analytical method Methods 0.000 claims abstract description 39
- 238000013468 resource allocation Methods 0.000 claims abstract description 38
- 238000007781 pre-processing Methods 0.000 claims abstract description 8
- 238000009792 diffusion process Methods 0.000 claims description 132
- 239000000463 material Substances 0.000 claims description 33
- 238000000034 method Methods 0.000 claims description 23
- 238000012216 screening Methods 0.000 claims description 22
- 230000008569 process Effects 0.000 claims description 15
- 230000003044 adaptive effect Effects 0.000 claims description 11
- 230000005540 biological transmission Effects 0.000 claims description 9
- 238000012544 monitoring process Methods 0.000 claims description 9
- 238000004364 calculation method Methods 0.000 claims description 6
- 238000012937 correction Methods 0.000 claims description 6
- 238000012545 processing Methods 0.000 claims description 6
- 230000006978 adaptation Effects 0.000 claims description 2
- 230000004044 response Effects 0.000 description 6
- 230000007547 defect Effects 0.000 description 4
- 230000009286 beneficial effect Effects 0.000 description 3
- 230000019771 cognition Effects 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- 230000001419 dependent effect Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 208000035473 Communicable disease Diseases 0.000 description 1
- 206010016952 Food poisoning Diseases 0.000 description 1
- 208000019331 Foodborne disease Diseases 0.000 description 1
- 231100000678 Mycotoxin Toxicity 0.000 description 1
- 208000030852 Parasitic disease Diseases 0.000 description 1
- 238000007792 addition Methods 0.000 description 1
- 208000022362 bacterial infectious disease Diseases 0.000 description 1
- 230000001149 cognitive effect Effects 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 239000002636 mycotoxin Substances 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 230000007480 spreading Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 230000003612 virological effect Effects 0.000 description 1
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
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- G06Q10/10—Office automation; Time management
- G06Q10/105—Human resources
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- Y02A30/00—Adapting or protecting infrastructure or their operation
- Y02A30/60—Planning or developing urban green infrastructure
Abstract
The invention relates to the technical field of emergency resource management, and particularly discloses an emergency resource management system based on urban public health events, which comprises an information acquisition module, an information preprocessing module, an emergency resource allocation analysis module, a comprehensive management scheduling center and an information allocation management library.
Description
Technical Field
The invention relates to the technical field of emergency resource management, in particular to an emergency resource management system based on urban public health events.
Background
In cities, once sudden and urgent public health events caused by various reasons occur, a series of negative effects are caused in a densely-personnel urban gathering place, so that when the urban public health events occur, the urgent public health events need to be treated through a series of emergency measures, wherein the essential requirement is that the emergency resources are managed and scheduled in a rapid, efficient, reasonable and orderly manner for the public health events, and the key for guaranteeing the emergency handling capability of the urban treatment on the emergency events is that.
However, the emergency resource management for urban public health events has larger limitations and defects at present, and can be embodied in the following layers: 1. the prior urban public health event emergency resource management is still dependent on subjective decision-making distribution of personnel to a large extent, and the subjective decision-making of personnel may be influenced by factors such as personal cognitive deviation, experience deficiency and the like, so that an unbalanced distribution and unreasonable phenomenon of emergency resources occur, but the main purpose of carrying out the emergency resource management on the urban public health event is to more reasonably and effectively distribute and utilize limited resources under emergency conditions, so that the property loss of personnel can be reduced to the greatest extent, and obviously, the subjective decision-making distribution depending on the personnel may need to spend a great deal of time and energy, so that the emergency response speed of the resources becomes lagged, and further negative influence is caused on the utilization efficiency of the emergency resources.
2. At present, the emergency resource management aiming at urban public health events neglects attention to human resources, when emergency public health events occur, human resources are indispensable important resources, in the distribution management of emergency object resources, human resources play an important role, and the lack of management and scheduling of human resources can not further manage and allocate the emergency object resources in order, so that the emergency resources are possibly excessive in certain areas, the phenomenon of insufficient emergency resources in other areas is possibly caused, and the coordination management and allocation level of the emergency object resources is further reduced, so that the timeliness of emergency response to the public health events is influenced.
Disclosure of Invention
In order to overcome the defects in the background art, the embodiment of the invention provides an emergency resource management system based on urban public health events, which can effectively solve the problems related to the background art.
The aim of the invention can be achieved by the following technical scheme: an emergency resource management system based on urban public health events, comprising: and the information acquisition module is used for: the public health event processing method is used for recording the public health event which occurs this time as a designated public event, further collecting basic information of the designated public event, and collecting characteristic information of each emergency resource station to which the target city belongs and emergency manpower data to which the target city belongs.
An information preprocessing module: and the method is used for extracting the basic information of the specified public event, further analyzing the diffusion trend influence index of the specified public event, and dividing the diffusion trend influence index into the predicted diffusion coverage area of the specified public event.
An emergency resource allocation analysis module: the system is used for carrying out emergency resource allocation analysis on the appointed public event according to the characteristic information and emergency manpower data of each emergency resource station to which the target city belongs, and comprises an object resource allocation analysis unit and a manpower resource allocation analysis unit.
And the comprehensive management scheduling center: the method is used for screening the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community, and further carrying out object resource allocation and manpower resource allocation on the estimated diffusion coverage area of the specified public event.
Information deployment management library: the method is used for storing the population quantity of communities in a target city, storing the number of alarm growth of the occurrence interval time of units corresponding to audience personnel belonging to public health events of various properties, storing the number of alarm associated population belonging to public health events of various properties, storing various basic emergency material resource belonging to public health events of various properties, storing the demand of various basic emergency material resource corresponding to unit period days in public health events of various properties of single personnel, and storing the occupation area corresponding to communities in the target city.
As a preferable technical scheme, the basic information of the specified public event comprises event properties, occurrence time points, initial occurrence position points and initial statistics of audience personnel number。
The characteristic information of each emergency resource station of the target city comprises geographic positions and reserve amounts of each basic emergency resource.
The emergency manpower data of the target city is the number of emergency personnel of each community.
As a preferred technical solution, the analysis designates a diffusion trend impact index of the public event, and the specific analysis process is as follows: according to the occurrence time point of the appointed public event and based on the current monitoring time point, further extracting the occurrence interval duration of the appointed public eventAnd acquires the accumulated number of audience in the current monitoring time point>。
Preliminary calculation is carried out to obtain the increment quantity of the unit occurrence interval duration corresponding to the audience personnel of the appointed public event, which is recorded as。
Acquiring a map of a target city, positioning the primary occurrence position point of the specified public event in the map of the target city according to the primary occurrence position point of the specified public event, extracting communities to which the primary occurrence position point of the specified public event belongs, marking the communities as specified reference communities, and screening the population numbers of the specified reference communities from an information allocation management libraryDividing the set areas to obtain each related adjacent community of the designated reference community, and counting the resident population number of each related adjacent community +.>I is the number of each associated neighbor community, < +.>。
Counting the number of audience members of a designated reference community at a current monitoring time pointFurther, the audience base diffusion influence factor of the appointed public event is calculated preliminarily>Wherein->And corresponding the basic diffusion influence correction value to the preset audience.
Allocating and managing the memory in the library according to the informationThe stored warning increment quantity of the unit occurrence interval duration corresponding to the audience belonging to the public health event with various properties is screened according to the event properties of the appointed public event to obtain the warning increment quantity of the unit occurrence interval duration corresponding to the audience belonging to the appointed public eventSimilarly, screening alert associated population count for specified public event +.>Calculating the diffusion trend impact index of the specified public event according to the above, and marking as +.>。
As a preferred embodiment, the spreading trend of the specified public event affects the indexThe specific expression of (2) is: />Wherein->、/>And->And the weight occupation ratio is assessed for the diffusion trend influence corresponding to the set audience increment number, the associated population number and the audience basic diffusion influence factor respectively, and e is a natural constant.
As a preferred technical solution, the object resource allocation analysis unit is configured to perform allocation analysis of object resources on a specified public event, and the specific process is as follows: based on event properties of the appointed public event, the event properties are matched with various basic emergency material resources of the public health event with various properties stored in the information allocation management library, various basic emergency material resources of the appointed public event are obtained, and meanwhile, the demand of various basic emergency material resources of a single person in the appointed public event corresponding to unit period days is screened.
And screening and designating all communities in the predicted diffusion coverage area of the public event in the map of the target city, and calibrating the communities as all predicted diffusion coverage communities.
Calibrating various basic emergency material resources to which the specified public event belongs as various specified basic emergency material resources, simultaneously counting the population number of each estimated diffusion coverage community according to the number of the set management reference period days, and further obtaining the demand of each estimated diffusion coverage community corresponding to each specified basic emergency material resource in the specified public event through data processingJ is the number of each appointed basic emergency material resource, < ->D is the number of each estimated diffusion coverage community,/-for>。
According to the reserve of each basic emergency resource of each emergency resource station of the target city, the reserve of each appointed basic emergency resource of each emergency resource station of the target city is screened and countedG is the number of each emergency resource station, < ->。
Based on the geographic position of each emergency resource station of the target city, the geographic position of each estimated diffusion coverage community is obtained, and the reference transmission distance of each emergency resource station of the target city to each estimated diffusion coverage community is extracted。
Calculating the suitability index of each appointed basic emergency resource of each emergency resource station of the target city to each estimated diffusion coverage community。
As a preferable technical scheme, the specific expression of the suitability index of each appointed basic emergency resource of each emergency resource station of the target city to each estimated diffusion coverage community is as follows:wherein->For presetting the appropriate influencing factor of the corresponding unit transmission distance of the emergency resource station, +.>And->And respectively obtaining the basic emergency resource reserve quantity of the preset emergency resource station and the proper weight factor corresponding to the transmission interval.
As an preferable technical solution, the human resource allocation analysis unit is configured to perform allocation analysis of human resources on a specified public event, and the specific process is as follows: according to the number of emergency personnel of each community of the target city, screening the number of emergency personnel of each estimated diffusion coverage community。
The population number of each estimated diffusion coverage community is extracted, and then the population number is matched with the number of the expected demand emergency personnel corresponding to the predefined population number intervals of each estimated diffusion coverage community, so that the number of the expected demand emergency personnel corresponding to each estimated diffusion coverage community is obtained。
Ratio of passageCalculating the complete index of emergency personnel of each estimated diffusion coverage community, and marking as。
As a preferable technical scheme, the emergency personnel completion index of each estimated diffusion coverage communityThe specific expression of (2) is: />Wherein->And (5) compensating the correction factors for the complete corresponding emergency personnel number.
As a preferable technical scheme, the screening of the number of the resource distribution points of the reference adaptation object of each estimated diffusion coverage community comprises the following specific processes: the occupied area corresponding to each estimated diffusion coverage community is extracted from the information allocation management library, and then the occupied area is matched with the number of the reference adaptive object resource distribution points of various occupied area intervals corresponding to the predefined communities, so that the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community is obtained.
Compared with the prior art, the embodiment of the invention has at least the following advantages or beneficial effects: 1. compared with the prior emergency resource management allocation mode that the urban public sanitary event depends on personnel to perform subjective decision, the emergency resource management system has timeliness and regularity, can reduce negative effects caused by factors such as personal cognition deviation, insufficient experience and the like possibly existing due to subjective decision of the personnel, and further reduces occurrence rate of unbalanced and unreasonable emergency resource allocation.
2. According to the invention, by arranging the emergency resource allocation analysis module and through data analysis, a more reasonable and reliable data support basis can be provided for the subsequent allocation of emergency resources to the appointed public event, and limited emergency resources can be allocated and utilized more reasonably and effectively under the emergency condition of the urban public health event, so that the method is beneficial to reducing the property loss of personnel to the greatest extent, the defect that a great amount of personnel time and energy are required due to the dependence on the subjective decision allocation of the personnel is overcome effectively, the emergency response speed of the resources is improved, and the utilization efficiency of the emergency resources is further ensured.
3. According to the invention, the emergency personnel complete indexes of each estimated diffusion coverage community are calculated by comparison, so that more powerful data support can be provided for the allocation of human resources to the estimated diffusion coverage area of the specified public event in the later period, the attention to the allocation of the human resources is effectively improved through the allocation analysis of the human resources, the human resources can be reasonably managed and scheduled when the emergency public health event happens, further orderly management and allocation of emergency object resources are facilitated, the phenomenon that the emergency resources are excessive in certain areas and insufficient in other areas is effectively reduced, the coordination management and allocation level of the emergency object resources can be ensured, and the timeliness of emergency response to the public health event is improved.
Drawings
The invention will be further described with reference to the accompanying drawings, in which embodiments do not constitute any limitation of the invention, and other drawings can be obtained by one of ordinary skill in the art without inventive effort from the following drawings.
FIG. 1 is a schematic diagram of a system architecture connection according to the present invention.
Fig. 2 is a schematic structural diagram of an emergency resource allocation analysis module according to the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1, the present invention provides an emergency resource management system based on urban public health events, comprising: the system comprises an information acquisition module, an information preprocessing module, an emergency resource allocation analysis module, a comprehensive management scheduling center and an information allocation management library.
The information acquisition module is respectively connected with the information preprocessing module and the emergency resource allocation analysis module, the information preprocessing module and the emergency resource allocation analysis module are connected, the emergency resource allocation analysis module is connected with the comprehensive management scheduling center, and the information allocation management library is respectively connected with the information preprocessing module, the emergency resource allocation analysis module and the comprehensive management scheduling center.
The information acquisition module is used for recording the public health event which occurs this time as a designated public event, further acquiring basic information of the designated public event, and acquiring characteristic information of each emergency resource station of the target city and emergency manpower data of the target city.
Specifically, the basic information of the specified public event comprises event properties, occurrence time points, initial occurrence position points and initial statistics of audience personnel number。
It should be added that the event properties of the specified public event include, but are not limited to, viral infectious diseases, bacterial infectious diseases, parasitic infectious diseases, some food public health events, such as food poisoning and mycotoxin pollution, etc., and the audience specifically refers to the person who is substantially injured in the specified public event.
The characteristic information of each emergency resource station of the target city comprises geographic positions and reserve amounts of each basic emergency resource.
The emergency manpower data of the target city is the number of emergency personnel of each community.
The information preprocessing module is used for extracting basic information of the appointed public event, further analyzing diffusion trend influence indexes of the appointed public event, and dividing the information into the appointed public event predicted diffusion coverage area according to the diffusion trend influence indexes.
It should be noted that, the specific process of obtaining the specified public event predicted diffusion coverage area through the division is as follows: according to the diffusion trend impact index of the appointed public event, comparing the predicted diffusion coverage areas corresponding to the predefined diffusion trend impact index intervals, screening the predicted diffusion coverage areas of the appointed public event, taking the initial occurrence position point of the appointed public event as a starting point, uniformly diffusing and extending the periphery, dividing the initial occurrence position point into areas with the actual area equal to the area corresponding to the predicted diffusion coverage areas, and calibrating the areas as the predicted diffusion coverage areas of the appointed public event.
Specifically, the analysis designates a diffusion trend impact index of the common event, and the specific analysis process is as follows: according to the occurrence time point of the appointed public event and based on the current monitoring time point, further extracting the occurrence interval duration of the appointed public eventAnd acquires the accumulated number of audience in the current monitoring time point>。
Preliminary calculation is carried out to obtain the increment quantity of the unit occurrence interval duration corresponding to the audience personnel of the appointed public event, which is recorded as。
It should be explained that the audience of the specified public event corresponds to the increment of the unit durationThe specific calculation formula of (2) is as follows: />。
Acquiring a map of a target city, positioning the primary occurrence position point of the specified public event in the map of the target city according to the primary occurrence position point of the specified public event, extracting communities to which the primary occurrence position point of the specified public event belongs, marking the communities as specified reference communities, and screening the population numbers of the specified reference communities from an information allocation management libraryDividing the set areas to obtain each related adjacent community of the designated reference community, and counting the resident population number of each related adjacent community +.>I is the number of each associated neighbor community, < +.>。
Counting the number of audience members of a designated reference community at a current monitoring time pointFurther, the audience base diffusion influence factor of the appointed public event is calculated preliminarily>Wherein->And corresponding the basic diffusion influence correction value to the preset audience.
According to the warning increment quantity of the unit occurrence interval duration corresponding to the public health event belonging to the audience of various properties stored in the information allocation management library, according to the event property of the appointed public event, screening to obtain the warning increment quantity of the unit occurrence interval duration corresponding to the audience of the appointed public eventSimilarly, police dispatch for designated public events are screenedShowing the associated population count +.>Calculating the diffusion trend impact index of the specified public event according to the above, and marking as +.>。
Further, the diffusion trend of the specified common event affects the indexThe specific expression of (2) is:wherein->、/>And->And the weight occupation ratio is assessed for the diffusion trend influence corresponding to the set audience increment number, the associated population number and the audience basic diffusion influence factor respectively, and e is a natural constant.
The emergency resource allocation analysis module is used for carrying out allocation analysis on emergency resources of the appointed public event according to the characteristic information and the emergency manpower data of each emergency resource station to which the target city belongs.
In the specific embodiment of the invention, by arranging the emergency resource allocation analysis module and through data analysis, a more reasonable and reliable data support basis can be provided for the subsequent allocation of emergency resources to the appointed public event, and limited emergency resources can be allocated and utilized more reasonably and effectively under the emergency condition of the urban public health event, so that the invention is beneficial to reducing the property loss of personnel to the greatest extent, effectively overcoming the defect that a great amount of personnel time and energy are required due to the dependence on the subjective decision allocation of the personnel, improving the emergency response speed of the resources and further providing a guarantee for the utilization efficiency of the emergency resources.
Referring to fig. 2, the emergency resource allocation analysis module includes an object resource allocation analysis unit and a human resource allocation analysis unit.
Specifically, the object resource allocation analysis unit is used for allocating and analyzing object resources for the specified public event, and the specific process is as follows: based on event properties of the appointed public event, the event properties are matched with various basic emergency material resources of the public health event with various properties stored in the information allocation management library, various basic emergency material resources of the appointed public event are obtained, and meanwhile, the demand of various basic emergency material resources of a single person in the appointed public event corresponding to unit period days is screened.
And screening and designating all communities in the predicted diffusion coverage area of the public event in the map of the target city, and calibrating the communities as all predicted diffusion coverage communities.
Calibrating various basic emergency material resources to which the specified public event belongs as various specified basic emergency material resources, simultaneously counting the population number of each estimated diffusion coverage community according to the number of the set management reference period days, and further obtaining the demand of each estimated diffusion coverage community corresponding to each specified basic emergency material resource in the specified public event through data processingJ is the number of each appointed basic emergency material resource, < ->D is the number of each estimated diffusion coverage community,/-for>。
It should be noted that, the above-mentioned method obtains the demand of each predicted diffusion coverage community corresponding to each specified basic emergency material resource in the specified public event through data processingThe specific data processing process is as follows: according to the calibrated specified basic emergency material resources, further extracting the demand of each specified basic emergency material resource corresponding to the number of unit period days in the specified public event by a single person, and marking the demand as +.>And reference cycle days according to the set management +.>And the number of living population of each estimated diffusion coverage community +.>Further according to the calculation expression +.>Processing to obtain the required quantity of each estimated diffusion coverage community corresponding to each specified basic emergency material resource in the specified public event>。
According to the reserve of each basic emergency resource of each emergency resource station of the target city, the reserve of each appointed basic emergency resource of each emergency resource station of the target city is screened and countedG is the number of each emergency resource station, < ->。
Based on the geographic position of each emergency resource station of the target city, the geographic position of each estimated diffusion coverage community is obtained, and the reference transmission distance of each emergency resource station of the target city to each estimated diffusion coverage community is extracted。
Calculating appointed basic emergency resource of each emergency resource station of target cityProper index of source call to each estimated diffusion coverage community。
Further, the specific expression of the suitability index of each appointed basic emergency resource of each emergency resource station of the target city to each estimated diffusion coverage community is as follows:whereinFor presetting the appropriate influencing factor of the corresponding unit transmission distance of the emergency resource station, +.>And->And respectively obtaining the basic emergency resource reserve quantity of the preset emergency resource station and the proper weight factor corresponding to the transmission interval.
Specifically, the human resource allocation analysis unit is used for allocating and analyzing human resources for the specified public event, and the specific process is as follows: according to the number of emergency personnel of each community of the target city, screening the number of emergency personnel of each estimated diffusion coverage community。
The population number of each estimated diffusion coverage community is extracted, and then the population number is matched with the number of the expected demand emergency personnel corresponding to the predefined population number intervals of each estimated diffusion coverage community, so that the number of the expected demand emergency personnel corresponding to each estimated diffusion coverage community is obtained。
Calculating the emergency personnel complete index of each estimated diffusion coverage community through comparison, and marking as。
Further, the emergency personnel complete index of each estimated diffusion coverage communityThe specific expression of (2) is:wherein->And (5) compensating the correction factors for the complete corresponding emergency personnel number.
In the specific embodiment of the invention, the emergency personnel complete indexes of each estimated diffusion coverage community are calculated by comparison, so that more powerful data support can be provided for the allocation of human resources to the estimated diffusion coverage area of the specified public event in the later period, the attention to the allocation of the human resources is effectively improved through the allocation analysis of the human resources, the reasonable management and scheduling of the human resources can be carried out when the emergency public health event occurs, further the orderly management and allocation of the emergency object resources are facilitated, the phenomenon that the emergency resources are excessive in some areas and insufficient in other areas is effectively reduced, the coordination management and allocation level of the emergency object resources can be ensured, and the timeliness of emergency response to the public health event is improved.
The comprehensive management scheduling center is used for screening the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community, and further carrying out object resource allocation and manpower resource allocation on the estimated diffusion coverage area of the specified public event.
Specifically, the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community is screened, and the specific process is as follows: the occupied area corresponding to each estimated diffusion coverage community is extracted from the information allocation management library, and then the occupied area is matched with the number of the reference adaptive object resource distribution points of various occupied area intervals corresponding to the predefined communities, so that the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community is obtained.
It should be further explained that the specific implementation steps of allocating object resources and allocating human resources for the predicted diffusion coverage area of the specified public event are as follows: (1) object resource allocation: s1: according to the screened estimated diffusion coverage communities, a certain estimated diffusion coverage community is screened from the estimated diffusion coverage communities to serve as an example, the estimated diffusion coverage communities are marked as estimated example diffusion coverage communities, a certain appointed basic emergency resource is screened to serve as reference basic emergency resource, the suitability index of the appointed basic emergency resource of each emergency resource station belonging to the target city for the estimated example diffusion coverage communities is further extracted based on the suitability index of the appointed basic emergency resource of each emergency resource station belonging to the target city for the estimated example diffusion coverage communities, the suitability indexes of the reference basic emergency resource of each emergency resource station belonging to the target city for the estimated example diffusion coverage communities are sequentially arranged according to the order from high to low, and then the emergency resource stations belonging to the target city with the first ranking of the suitability indexes of the reference basic emergency resource resources for the estimated example diffusion coverage communities are extracted and marked as the suitable emergency resource taking stations of the reference basic emergency resource of the estimated example diffusion coverage communities.
S2: according to the demand of each estimated diffusion coverage community in the specified public event corresponding to each specified basic emergency resource, screening the demand of the estimated example diffusion coverage community in the specified public event corresponding to the reference basic emergency resource, and further calling from the adaptive calling emergency resource station of the reference basic emergency resource of the estimated example diffusion coverage community.
S3: and (3) respectively allocating each appointed basic emergency material resource to each estimated diffusion coverage community according to the analysis modes of the S1 and the S2.
(2) And (3) allocating human resources: comparing the emergency personnel complete indexes of each estimated diffusion coverage community with a set emergency personnel complete index threshold, if the emergency personnel complete index of a certain estimated diffusion coverage community is higher than or equal to the emergency personnel complete index threshold, allocating the estimated diffusion coverage community by the corresponding estimated required emergency personnel quantity, otherwise, recording the estimated diffusion coverage community as personnel requirements to allocate the estimated diffusion coverage community again, allocating the personnel requirements to allocate the number of the deviation personnel between the emergency personnel quantity of the estimated diffusion coverage community and the estimated required emergency personnel quantity again, recording the number of the demand allocation personnel again, and screening each estimated diffusion coverage community with the emergency personnel complete index higher than the emergency personnel complete index threshold according to the nearby principle to allocate the required re-allocation personnel quantity.
The information allocation management library is used for storing the population numbers of communities in the target city, storing the warning increment number of the occurrence interval time of the audience personnel corresponding to the public health event of various properties, storing the warning association population numbers of the public health event of various properties, storing various basic emergency material resource of the public health event of various properties, storing the demand of various basic emergency material resource of the individual personnel corresponding to the number of days of a unit period in the public health event of various properties, and storing the occupation area corresponding to the communities in the target city.
In a specific embodiment of the invention, by providing an emergency resource management system based on urban public health events, the system can carry out the dependent object resource allocation and the manpower resource allocation aiming at the urban public health events, and compared with the prior emergency resource management allocation mode that the urban public health events depend on personnel to carry out subjective decision, the system has the advantages of timeliness and regularity, and can reduce the negative influence caused by factors such as personal cognition deviation, insufficient experience and the like possibly existing due to the subjective decision of the personnel, thereby reducing the occurrence rate of unbalanced and unreasonable emergency resource allocation.
The foregoing is merely illustrative of the structures of this invention and various modifications, additions and substitutions for those skilled in the art of describing particular embodiments without departing from the structures of the invention or exceeding the scope of the invention as defined by the claims.
Claims (2)
1. An emergency resource management system based on urban public health events, comprising:
and the information acquisition module is used for: the public health event generation system is used for recording the public health event which occurs this time as a designated public event, further collecting basic information of the designated public event, and collecting characteristic information of each emergency resource station to which the target city belongs and emergency manpower data to which the target city belongs;
an information preprocessing module: the method comprises the steps of extracting basic information of a specified public event, analyzing a diffusion trend influence index of the specified public event, and dividing the basic information into a predicted diffusion coverage area of the specified public event according to the diffusion trend influence index;
the specific process of dividing the specified public event predicted diffusion coverage area comprises the following steps: according to the diffusion trend impact index of the appointed public event, comparing the predicted diffusion coverage areas corresponding to the predefined diffusion trend impact index intervals, screening the predicted diffusion coverage areas of the appointed public event, taking the initial occurrence position point of the appointed public event as a starting point, uniformly diffusing and extending the periphery, dividing the initial occurrence position point into areas with the actual area equal to the area corresponding to the predicted diffusion coverage areas, and calibrating the areas as the predicted diffusion coverage areas of the appointed public event;
an emergency resource allocation analysis module: the system is used for carrying out emergency resource allocation analysis on specified public events according to the characteristic information and emergency manpower data of each emergency resource station to which the target city belongs, and comprises an object resource allocation analysis unit and a manpower resource allocation analysis unit;
and the comprehensive management scheduling center: the method comprises the steps of screening the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community, and further respectively carrying out object resource allocation and human resource allocation on the estimated diffusion coverage area of the designated public event;
information deployment management library: the method comprises the steps of storing the population numbers of communities of a target city, storing the number of alarm growth of unit occurrence interval duration corresponding to audience personnel of public health events of various properties, storing the number of alarm associated population of public health events of various properties, storing various basic emergency material resources of public health events of various properties, storing the demand of various basic emergency material resources of a single personnel corresponding to unit period days in the public health events of various properties, and storing the occupation area corresponding to communities of the target city;
the basic information of the specified public event comprises event properties, occurrence time points, initial occurrence position points and initial statistics of audience personnel quantity；
The characteristic information of each emergency resource station to which the target city belongs comprises geographic positions and reserve amounts of each basic emergency resource;
the emergency manpower data of the target city is the number of emergency personnel of each community;
the analysis designates a diffusion trend impact index of a public event, and the specific analysis process is as follows:
according to the occurrence time point of the appointed public event and based on the current monitoring time point, further extracting the occurrence interval duration of the appointed public eventAnd acquires the accumulated number of audience in the current monitoring time point>；
Preliminary calculation is carried out to obtain the increment quantity of the unit occurrence interval duration corresponding to the audience personnel of the appointed public event, which is recorded as；
The audience members of the specified public event correspond to the increment amount of the unit time lengthThe specific calculation formula of (2) is as follows:；
acquiring a map of a target city, positioning the primary occurrence position point of the specified public event in the map of the target city according to the primary occurrence position point of the specified public event, extracting communities to which the primary occurrence position point of the specified public event belongs, marking the communities as specified reference communities, and screening the population numbers of the specified reference communities from an information allocation management libraryDividing the set areas to obtain each related adjacent community of the designated reference community, and counting the resident population number of each related adjacent community +.>I is the number of each associated neighbor community, < +.>；
Counting the number of audience members of a designated reference community at a current monitoring time pointFurther, the audience base diffusion influence factor of the appointed public event is calculated preliminarily>Wherein->Corresponding basic diffusion influence correction values for preset audience;
according to the warning increment quantity of the unit occurrence interval duration corresponding to the public health event belonging to the audience of various properties stored in the information allocation management library, according to the event property of the appointed public event, screening to obtain the warning increment quantity of the unit occurrence interval duration corresponding to the audience of the appointed public eventSimilarly, screening alert associated population count for specified public event +.>Calculating the diffusion trend impact index of the specified public event according to the above, and marking as +.>；
The diffusion trend of the specified public event influences the indexThe specific expression of (2) is:wherein->、/>And->The weight occupation ratio is assessed for the diffusion trend influence corresponding to the set audience increment number, the associated population number and the audience basic diffusion influence factor, and e is a natural constant;
the object resource allocation analysis unit is used for allocating and analyzing object resources for the appointed public event, and the specific process is as follows:
based on event properties of the appointed public event, matching with various basic emergency material resources of the public health event with various properties stored in the information allocation management library to obtain various basic emergency material resources of the appointed public event, and screening the demand of various basic emergency material resources of a single person in the appointed public event, wherein the various basic emergency material resources correspond to unit period days;
screening and designating all communities in the predicted diffusion coverage area of the public event in the map of the target city, and calibrating the communities as all predicted diffusion coverage communities;
calibrating various basic emergency material resources to which the specified public event belongs as various specified basic emergency material resources, simultaneously counting the population number of each estimated diffusion coverage community according to the number of the set management reference period days, and further obtaining the demand of each estimated diffusion coverage community corresponding to each specified basic emergency material resource in the specified public event through data processingJ is the number of each appointed basic emergency material resource, < ->D is the number of each estimated diffusion coverage community,；
according to the reserve of each basic emergency resource of each emergency resource station of the target city, the reserve of each appointed basic emergency resource of each emergency resource station of the target city is screened and countedG is the number of each emergency resource station, < ->；
Based on the geographic position of each emergency resource station of the target city, the geographic position of each estimated diffusion coverage community is obtained, and the reference transmission distance of each emergency resource station of the target city to each estimated diffusion coverage community is extracted；
Calculating the suitability index of each appointed basic emergency resource of each emergency resource station of the target city to each estimated diffusion coverage community；
The specific expression of the suitable index of each appointed basic emergency resource of each emergency resource station of the target city to each estimated diffusion coverage community is as follows:wherein->For presetting the appropriate influencing factor of the corresponding unit transmission distance of the emergency resource station, +.>And->Respectively obtaining basic emergency resource reserve quantity of a preset emergency resource station and proper weight factors corresponding to transmission intervals;
the human resource allocation analysis unit is used for allocating and analyzing human resources for the appointed public event, and the specific process is as follows:
according to the number of emergency personnel of each community of the target city, screening the number of emergency personnel of each estimated diffusion coverage community；
The population number of each estimated diffusion coverage community is extracted, and then the population number is matched with the number of the expected demand emergency personnel corresponding to the predefined population number intervals of each estimated diffusion coverage community, so that the number of the expected demand emergency personnel corresponding to each estimated diffusion coverage community is obtained；
Calculating the emergency personnel complete index of each estimated diffusion coverage community through comparison, and marking as；
The emergency personnel complete index of each estimated diffusion coverage communityThe specific expression of (2) is:wherein->And (5) compensating the correction factors for the complete corresponding emergency personnel number.
2. An emergency resource management system based on urban public health events according to claim 1, characterized in that: the number of the resource distribution points of the reference adaptation object of each estimated diffusion coverage community is screened, and the specific process is as follows: the occupied area corresponding to each estimated diffusion coverage community is extracted from the information allocation management library, and then the occupied area is matched with the number of the reference adaptive object resource distribution points of various occupied area intervals corresponding to the predefined communities, so that the number of the reference adaptive object resource distribution points of each estimated diffusion coverage community is obtained.
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Denomination of invention: An Emergency Resource Management System Based on Urban Public Health Incidents Granted publication date: 20230815 Pledgee: Agricultural Bank of China Limited Baoding Technology Branch Pledgor: HEBEI GOLDEN LOCK SAFETY ENGINEERING Co.,Ltd. Registration number: Y2024980007684 |