CN115908075A - Emergency management system and method based on people stream density - Google Patents

Emergency management system and method based on people stream density Download PDF

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Publication number
CN115908075A
CN115908075A CN202211401463.XA CN202211401463A CN115908075A CN 115908075 A CN115908075 A CN 115908075A CN 202211401463 A CN202211401463 A CN 202211401463A CN 115908075 A CN115908075 A CN 115908075A
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emergency
subunit
event
recording
personnel
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CN202211401463.XA
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曹春燕
林轶琦
卢日槟
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Shenzhen Qianhai Shuchuang Artificial Intelligence Co ltd
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Shenzhen Qianhai Shuchuang Artificial Intelligence Co ltd
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Abstract

The invention relates to the field of emergency management, in particular to an emergency management system and method based on people stream density, which comprises a personnel density monitoring unit, a personnel density early warning unit, an emergency judgment unit, an emergency processing unit and an event information input unit; the personnel density monitoring unit is used for effectively monitoring the personnel density in real time in the forms of traffic section camera shooting, telecommunication network signals and the like, so that the authenticity and timeliness of information are ensured, and the requirement of a management system on the real-time monitoring of the personnel density is met; the invention can transmit the information of the emergency quickly in real time, improve the processing efficiency of the emergency caused by intensive personnel, process the emergency quickly, can effectively make a scheme for emergency processing in time, can coordinate all resources such as manpower and the like, reduce the occurrence frequency of the similar subsequent emergency, and provide effective processing experience for the similar subsequent emergency, thereby better managing and controlling.

Description

Emergency management system and method based on people stream density
Technical Field
The invention relates to the field of emergency management, in particular to an emergency management system and method based on people stream density.
Background
With the gradual maturity of the cultural and sports tourism industry, as the demands of people on entertainment and culture increase, more and more activities such as marathon games, concerts, delicatessens and the like are held outdoors. The comprehensive integrated safety supervision trend of cultural venues, sports venues, cultural relic non-fixed areas and scenic spots highlights the technical desire of related departments, and the dimensional regional analysis of daily user number distribution, passenger flow sources, traffic conditions, passenger flow conditions, user behavior analysis and the like can bring more interactive and innovative public safety services.
The existing emergency management system has the problems that information transmission is delayed, the speed of processing the emergency is relatively slow, most of emergency processing schemes are temporarily made, the coordination of resources of all parties such as manpower and the like is general, the time efficiency of processing the emergency is relatively long, and the emergency possibly occurring later and caused by intensive people flow is difficult to be better processed.
Therefore, an emergency management system and method based on people stream density are provided to solve the above problems.
Disclosure of Invention
In order to make up for the defects of the prior art, the problems that the existing emergency management system has information transmission delay, the emergency processing speed is relatively slow, most of emergency processing schemes are temporarily made, the coordination of resources of human power and other parties is general, the time efficiency for processing the emergency is relatively long, and the emergency possibly occurring later and caused by intensive people flow is difficult to be better processed are solved.
The technical scheme adopted by the invention for solving the technical problems is as follows: the invention relates to an emergency management system and method based on stream density, which comprises a personnel density monitoring unit, a personnel density early warning unit, an emergency judging unit, an emergency processing unit and an event information input unit, wherein the personnel density early warning unit is used for monitoring personnel density; the personnel density monitoring unit is used for effectively monitoring the personnel density in real time in the forms of traffic section camera shooting, telecommunication network signals and the like, so that the authenticity and timeliness of information are ensured, the real-time monitoring of the management system on the personnel density is met, and the real-time control of the management system on the change of the personnel density is ensured; the personnel density early warning unit is used for early warning reminding of personnel and alarming to a safety department in a gathering place where the density of people is continuously improved, so that the speed of the density rise of the personnel is reduced at the first time, and meanwhile, the rapid response processing of an emergency department is realized; the emergency judging unit is used for judging the cause and grade of the emergency and selecting a processing scheme; the emergency processing unit is used for emergency processing of emergency events caused by intensive personnel; and the event information recording unit is used for recording various information after the emergency event is processed.
The event information recording unit comprises an event cause recording subunit, an event occurrence time recording subunit, an event occurrence place recording subunit, an casualty recording subunit, an event processing duration recording subunit and an event processing effect recording subunit, wherein the event cause recording subunit is used for specifically describing and recording the cause of the emergency event; the event occurrence time recording subunit is used for recording the specific time of the emergency event; the event occurrence place recording subunit is used for recording the detailed description of the occurrence place of the emergency event; the casualty recording subunit is used for specifically describing and recording casualty conditions of the casualty in the emergency; the event processing duration recording subunit is used for recording the time spent in the processing of the emergency event; the event processing effect recording subunit is used for recording details of advantages and disadvantages of the emergency management system in the emergency;
preferably, the event cause recording subunit precedes the event occurrence time recording subunit, the event occurrence time recording subunit precedes the event occurrence location recording subunit, the event occurrence location recording subunit precedes the casualty recording subunit, the casualty recording subunit precedes the event processing duration recording subunit, the event processing duration recording subunit precedes the event processing effect recording subunit, and the event cause recording subunit, the event occurrence time recording subunit, the event occurrence location recording subunit, the casualty recording subunit, the event processing duration recording subunit and the event processing effect recording subunit are located in the same spatial environment.
Preferably, the personnel density monitoring unit comprises an information acquisition subunit and an information analysis subunit, and the information acquisition subunit effectively monitors the personnel density in real time in the forms of traffic section shooting, telecommunication network signals and the like; the information analysis subunit effectively analyzes the acquired information to judge whether the acquired information reaches an early warning level or not, and transmits the information to the personnel density early warning unit so as to prevent an emergency.
Preferably, the information acquisition subunit includes a system video acquisition module and a telecommunication network signal collection module, and the system video acquisition module precedes the telecommunication network signal collection module.
Preferably, the information analysis subunit includes a personnel dense factor analysis module, a personnel circulation degree analysis module, and an analysis coefficient evaluation module, wherein the personnel dense factor analysis module precedes the personnel circulation degree analysis module, and the personnel circulation degree analysis module precedes the analysis coefficient evaluation module.
Preferably, the personnel density early warning unit comprises a site personnel early warning subunit and an alarm subunit.
Preferably, the emergency determination unit includes a cause determination subunit and an event level property determination subunit.
Preferably, the emergency processing unit includes an emergency resource management subunit, an emergency scheme taking subunit, a personnel evacuation and rescue subunit, and an event upgrade plan subunit, and the emergency resource management subunit is used for allocating emergency resources during the field processing of the emergency; the emergency scheme taking subunit is used for determining and selecting a processing scheme after an emergency occurs; the personnel evacuation and rescue subunit is used for carrying out diversion evacuation and rescue treatment on personnel on the site of the emergency; the event upgrading plan subunit is used for processing a decision scheme when the level of the emergency event is upgraded.
Preferably, the emergency resource management subunit is used before the emergency scheme, and the emergency resource management subunit includes a personnel allocation module, an emergency medical module and an order management module, and the emergency scheme taking subunit includes an implementation progress feedback module and an implementation effect feedback module.
Preferably, the method comprises the following steps:
s1, firstly, the personnel density monitoring unit effectively monitors the personnel density in real time in the forms of traffic section shooting, telecommunication network signals and the like, ensures the authenticity and timeliness of information, meets the real-time monitoring of a management system on the personnel density, and ensures the real-time control of the management system on the personnel density change, and the information acquisition subunit and the information analysis subunit are used for collecting and analyzing the personnel density represented by a video end and a telecommunication network signal end at the same time and the same place;
s2, the personnel density early warning unit makes a first time response, performs on-site early warning and alarm processing according to the information such as the personnel density obtained in the S1, ensures that the personnel density rises at the first time, and simultaneously performs quick response processing of emergency departments;
s3, after the management emergency department receives the alarm, the emergency judgment unit determines and judges the cause and the severity level of the emergency at the first time, so that the corresponding processing scheme is used, and the improvement and the deterioration of the emergency are prevented by quickly passing through the cause source;
s4, the emergency processing unit processes the emergency judgment result through the grade judgment result of the emergency in the S3, the emergency is rapidly controlled and solved through the emergency resource management subunit, the emergency scheme taking subunit and the personnel evacuation and rescue subunit, and meanwhile, the event upgrading pre-case subunit prepares for processing the deterioration and improvement of the emergency at any time;
and S5, the event information recording unit delivers the whole emergency event to the event starting record subunit, the event occurrence time record subunit, the event occurrence place record subunit, the casualty record subunit, the event processing duration record subunit and the event processing effect record subunit to record and record in time, so that the reoccurrence of the emergency event caused by subsequent similar intensive flows is improved and avoided, the emergency event is more effectively processed, the casualty and other conditions of personnel are reduced, and the waste of various social resources is reduced.
The invention has the advantages that:
1. the personnel density monitoring unit monitors the personnel density effectively in real time in the forms of traffic section shooting, telecommunication network signals and the like, ensures the authenticity and timeliness of information, meets the real-time monitoring of a management system on the personnel density, and ensures the real-time control of the management system on the personnel density change, and the information acquisition subunit and the information analysis subunit are used for collecting and analyzing the personnel density represented by a video end and a telecommunication network signal end at the same time and at the same place;
2. the personnel density early warning unit makes a first time response, on-site early warning and alarm processing according to the acquired information such as personnel density, so that the speed of personnel density rising is reduced at the first time, and meanwhile, the quick response processing of an emergency department is realized;
3. after the management emergency department receives the alarm, the emergency determination unit determines and determines the cause and the severity level of the emergency at the first time, so that the corresponding processing scheme is used, and the improvement and the deterioration of the emergency are prevented by quickly passing through the cause source;
4. the emergency grade judgment result is processed by the emergency processing unit, the emergency is rapidly controlled and solved through the emergency resource management subunit, the emergency scheme taking subunit and the personnel evacuation and rescue subunit, and meanwhile, the event upgrading pre-case subunit prepares for the processing of the deterioration improvement of the emergency at any time;
5. the event information recording unit delivers the whole emergency event to the event starting record subunit, the event occurrence time record subunit, the event occurrence place record subunit, the casualty record subunit, the event processing duration record subunit and the event processing effect record subunit, and records the whole emergency event in time, so that the reoccurrence of the emergency event caused by subsequent similar intensive human flow is improved and avoided, the emergency event is more effectively processed, the casualties of people and other conditions are reduced, and the waste of various social resources is reduced.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without inventive exercise.
FIG. 1 is a schematic view of a flow structure of an emergency management system based on people stream density according to the present invention;
FIG. 2 is a schematic view of a flow structure of a people density monitoring unit according to the present invention;
FIG. 3 is a schematic diagram of a flow structure of an emergency processing unit according to the present invention.
In the figure: 1. a personnel density monitoring unit; 101. an information acquisition subunit; 102. an information analysis subunit; 2. a personnel density early warning unit; 201. a field personnel early warning subunit; 202. an alarm subunit; 3. an emergency determination unit; 301. a cause determination subunit; 302. an event level property determination subunit; 4. an emergency processing unit; 401. an emergency resource management subunit; 402. an emergency scheme taking subunit; 403. a people evacuation rescue subunit; 404. an event upgrading plan subunit; 5. an event information entry unit; 501. an event cause recording subunit; 502. an event occurrence time recording subunit; 503. an event occurrence location recording subunit; 504. a casualty recording subunit; 505. an event processing duration recording subunit; 506. and the event processing effect recording subunit.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example one
Referring to fig. 1 to 3, an emergency management system and method based on people stream density includes a people density monitoring unit 1, a people density early warning unit 2, an emergency determination unit 3, an emergency processing unit 4, and an event information recording unit 5; the personnel density monitoring unit 1 is used for effectively monitoring the personnel density in real time in the forms of traffic section shooting, telecommunication network signals and the like, ensuring the authenticity and timeliness of information, meeting the real-time monitoring of a management system on the personnel density and ensuring the real-time control of the management system on the change of the personnel density; the personnel density early warning unit 2 is used for early warning and reminding personnel and giving an alarm to a safety department in a gathering place where the density of people is continuously improved, so that the speed of the density rise of the personnel is reduced at the first time, and meanwhile, the rapid corresponding processing of an emergency department is realized; an emergency determination unit 3 for determining the cause and grade of an emergency and selecting a processing scheme; the emergency processing unit 4 is used for carrying out emergency processing on emergency events caused by personnel densification; and the event information recording unit 5 is used for recording various information after the emergency event is processed.
The event information recording unit 5 comprises an event cause recording subunit 501, an event occurrence time recording subunit 502, an event occurrence place recording subunit 503, an casualty recording subunit 504, an event processing duration recording subunit 505 and an event processing effect recording subunit 506, wherein the event cause recording subunit 501 is used for specifically describing and recording the causes of the emergency events; an event occurrence time recording subunit 502, configured to record the specific time of the emergency event; an event occurrence place recording subunit 503, configured to record a detailed description of an occurrence place of the emergency event; the casualty recording subunit 504 is configured to perform specific description recording on casualty conditions of the casualty in the emergency; an event processing duration recording subunit 505, configured to record the time spent in processing the emergency event; an event processing effect recording subunit 506, configured to record details of advantages and disadvantages exhibited by the emergency management system in the emergency event;
further, the event cause recording subunit 501 precedes the event occurrence time recording subunit 502, the event occurrence time recording subunit 502 precedes the event occurrence place recording subunit 503, the event occurrence place recording subunit 503 precedes the casualty recording subunit 504, the casualty recording subunit 504 precedes the event processing time recording subunit 505, the event processing time recording subunit 505 precedes the event processing effect recording subunit 506, and the event cause recording subunit 501, the event occurrence time recording subunit 502, the event occurrence place recording subunit 503, the casualty recording subunit 504, the event processing time recording subunit 505 and the event processing effect recording subunit 506 are located in the same spatial environment.
Further, the personnel density monitoring unit 1 comprises an information acquisition subunit 101, an information analysis subunit 102, and the information acquisition subunit 101 effectively monitors the personnel density in real time in the forms of traffic section shooting, telecommunication network signals and the like; the information analysis subunit 102 determines whether the acquired information reaches an early warning level by effectively analyzing the acquired information, and transmits the information to the personnel density early warning unit 2, so as to prevent an emergency.
Further, the information collecting subunit 101 includes a system video collecting module and a telecommunication network signal collecting module, and the system video collecting module precedes the telecommunication network signal collecting module.
Further, the information analysis subunit 102 includes a people-intensive factor analysis module, a people circulation degree analysis module, and an analysis coefficient evaluation module, where the people-intensive factor analysis module precedes the people circulation degree analysis module, and the people circulation degree analysis module precedes the analysis coefficient evaluation module.
Further, the personnel density early warning unit 2 includes a field personnel early warning subunit 201 and an alarm subunit 202.
Further, the emergency determination unit 3 includes a cause determination subunit 301 and an event level property determination subunit 302.
Further, the emergency processing unit 4 includes an emergency resource management subunit 401, an emergency plan retrieving subunit 402, a people evacuation and rescue subunit 403, an event upgrade plan subunit 404, and the emergency resource management subunit 401 is configured to allocate emergency resources during field processing of an emergency; an emergency scheme taking subunit 402, configured to determine and select a processing scheme after an emergency occurs; a personnel evacuation and rescue subunit 403, configured to perform diversion evacuation and rescue processing on personnel on the site of the emergency; and an event escalation plan subunit 404, configured to implement a decision scheme for processing when an emergency event occurs a grade escalation.
Further, the emergency resource management subunit 401 is prior to the emergency scheme taking subunit 402, and the emergency resource management subunit 401 includes a personnel allocation module, an emergency medical module, and an order management module, and the emergency scheme taking subunit 402 includes an implementation progress feedback module and an implementation effect feedback module.
The working principle is as follows: firstly, a personnel density monitoring unit 1 effectively monitors the personnel density in real time in the forms of traffic section shooting, telecommunication network signals and the like, ensures the authenticity and timeliness of information, meets the real-time monitoring of a management system on the personnel density, ensures the real-time control of the management system on the personnel density change, and comprises an information acquisition subunit 101 and an information analysis subunit 102 which are used for collecting and analyzing the personnel density represented by a video terminal and a telecommunication network signal terminal at the same time and at the same place; then, the personnel density early warning unit 2 makes a first time response, on-site early warning and alarm processing according to the acquired information such as the personnel density, so that the speed of personnel density rising is reduced at the first time, and meanwhile, the quick response processing of an emergency department is realized; then, after receiving the alarm, the management emergency department determines and judges the cause and the severity level of the emergency by the emergency judging unit 3 at the first time, so that the corresponding processing scheme is used to quickly pass through the cause source to prevent the promotion and the deterioration of the emergency; then, the emergency level determination result is sent to the emergency processing unit 4 for processing, the emergency is rapidly controlled and solved through the emergency resource management subunit 401, the emergency plan taking subunit 402 and the people evacuation and rescue subunit 403, and the event upgrade plan subunit 404 prepares for processing the deterioration and improvement of the emergency at any time;
then, the event information recording unit 5 delivers the whole emergency event to the event origin recording subunit 501, the event occurrence time recording subunit 502, the event occurrence place recording subunit 503, the casualty recording subunit 504, the event processing duration recording subunit 505 and the event processing effect recording subunit 506, and records the records in time, so as to improve and avoid subsequent similar intensive people flow to cause the reoccurrence of the emergency event, and the occurrence of the emergency event is more effectively processed, thereby reducing the casualties and other situations of people, and reducing the waste of various social resources.
The foregoing shows and describes the general principles, essential features, and advantages of the invention. It will be understood by those skilled in the art that the present invention is not limited to the embodiments described above, which are described in the specification and illustrated only to illustrate the principle of the present invention, but that various changes and modifications may be made therein without departing from the spirit and scope of the present invention, which fall within the scope of the invention as claimed.

Claims (10)

1. An emergency management system based on people stream density is characterized in that: the system comprises a personnel density monitoring unit (1), a personnel density early warning unit (2), an emergency judging unit (3), an emergency processing unit (4) and an event information recording unit (5); the personnel density monitoring unit (1) can effectively monitor the personnel density in real time through modes of traffic section shooting, telecommunication network signals and the like, so that the authenticity and timeliness of information are ensured, the real-time monitoring of a management system on the personnel density is met, and the real-time control of the management system on the change of the personnel density is ensured; the personnel density early warning unit (2) is used for early warning and reminding personnel and giving an alarm to a safety department in a gathering place where the density of people is continuously improved, so that the rising speed of the density of the personnel is reduced at the first time, and meanwhile, the rapid response processing of an emergency department is realized; the emergency determination unit (3) is used for determining the cause and grade of the emergency and selecting a processing scheme; the emergency processing unit (4) is used for carrying out emergency processing on emergency events caused by personnel densification; and the event information recording unit (5) is used for recording various information after the emergency event is processed.
The event information recording unit (5) comprises an event cause recording subunit (501), an event occurrence time recording subunit (502), an event occurrence place recording subunit (503), an casualty recording subunit (504), an event processing duration recording subunit (505) and an event processing effect recording subunit (506), wherein the event cause recording subunit (501) is used for specifically describing and recording the cause of the emergency event; the event occurrence time recording subunit (502) is used for recording the specific time of the emergency event; the event occurrence place recording subunit (503) is used for recording the detailed description of the occurrence place of the emergency event; the casualty recording subunit (504) is used for specifically describing and recording casualty conditions of the casualty in the emergency; the event processing duration recording subunit (505) is used for recording the time spent in the processing of the emergency event; and the event processing effect recording subunit (506) is used for recording details of advantages and disadvantages effects presented by the emergency management system in the emergency.
2. The system for emergency management based on people stream density according to claim 1, wherein: the event cause recording subunit (501) is prior to the event occurrence time recording subunit (502), the event occurrence time recording subunit (502) is prior to the event occurrence place recording subunit (503), the event occurrence place recording subunit (503) is prior to the casualty recording subunit (504), the casualty recording subunit (504) is prior to the event processing time recording subunit (505), the event processing time recording subunit (505) is prior to the event processing effect recording subunit (506), and the event cause recording subunit (501), the event occurrence time recording subunit (502), the event occurrence place recording subunit (503), the casualty recording subunit (504), the event processing time recording subunit (505) and the event processing effect recording subunit (506) are located in the same space environment.
3. A development system for a communication device according to claim 1, characterized in that: the personnel density monitoring unit (1) comprises an information acquisition subunit (101) and an information analysis subunit (102), wherein the information acquisition subunit (101) is used for effectively monitoring the personnel density in real time in the forms of traffic road section shooting, telecommunication network signals and the like; the information analysis subunit (102) effectively analyzes the acquired information to judge whether the acquired information reaches an early warning level, and transmits the information to the personnel density early warning unit (2) so as to prevent an emergency.
4. A system for developing a communication device according to claim 3, wherein: the information acquisition subunit (101) comprises a system video acquisition module and a telecommunication network signal collection module, wherein the system video acquisition module is prior to the telecommunication network signal collection module.
5. A system for developing a communication device according to claim 3, wherein: the information analysis subunit (102) comprises a personnel density factor analysis module, a personnel circulation degree analysis module and an analysis coefficient evaluation module, wherein the personnel density factor analysis module is prior to the personnel circulation degree analysis module, and the personnel circulation degree analysis module is prior to the analysis coefficient evaluation module.
6. A system for developing a communication device according to claim 1, wherein: the personnel density early warning unit (2) comprises a site personnel early warning subunit (201) and an alarm subunit (202).
7. A development system for a communication device according to claim 1, characterized in that: the emergency determination unit (3) comprises a cause determination subunit (301) and an event level property determination subunit (302).
8. A development system for a communication device according to claim 1, characterized in that: the emergency processing unit (4) comprises an emergency resource management subunit (401), an emergency scheme taking subunit (402), a personnel evacuation and rescue subunit (403) and an event upgrading plan subunit (404), wherein the emergency resource management subunit (401) is used for allocating emergency resources during the field processing of the emergency; the emergency scheme taking subunit (402) is used for determining and selecting a processing scheme after an emergency occurs; the personnel evacuation and rescue subunit (403) is used for carrying out diversion evacuation and rescue treatment on personnel on the site where the emergency occurs; the event upgrading plan subunit (404) is used for processing the decision scheme when the emergency occurs the grade upgrading.
9. The development system of a communication device according to claim 8, characterized in that: the emergency resource management subunit (401) is prior to the emergency scheme taking subunit (402), the emergency resource management subunit (401) comprises a personnel allocation module, an emergency medical module and an order management module, and the emergency scheme taking subunit (402) comprises an implementation progress feedback module and an implementation effect feedback module.
10. The system and method for emergency management based on people stream density according to claims 1-9, wherein: the method comprises the following steps:
s1, firstly, the personnel density monitoring unit (1) effectively monitors the personnel density in real time in the forms of traffic section shooting, telecommunication network signals and the like, ensures the authenticity and timeliness of information, meets the real-time monitoring of a management system on the personnel density, and ensures the real-time control of the management system on the personnel density change, and the information acquisition subunit (101) and the information analysis subunit (102) are used for collecting and analyzing the personnel density represented by a video end and a telecommunication network signal end at the same time and in the same place;
s2, the personnel density early warning unit (2) makes a first time response, on-site early warning and alarm processing according to the information such as the personnel density obtained in the S1, so that the speed of personnel density rising is reduced at the first time, and meanwhile, the quick response processing of an emergency department is realized;
s3, after the management emergency department receives the alarm, the emergency judgment unit (3) determines and judges the cause and the severity level of the emergency at the first time, so that the corresponding processing scheme is used, and the promotion and the deterioration of the emergency are prevented by quickly passing through the cause source;
s4, the emergency grade judgment result of the S3 is sent to an emergency processing unit (4) for processing, the emergency is rapidly controlled and solved through an emergency resource management subunit (401), an emergency scheme taking subunit (402) and a personnel evacuation and rescue subunit (403), and meanwhile, an event upgrading plan subunit (404) prepares for processing the deterioration and improvement of the emergency at any time;
and S5, the event information recording unit (5) records the whole emergency event transaction event cause recording subunit (501), the event occurrence time recording subunit (502), the event occurrence place recording subunit (503), the casualty recording subunit (504), the event processing time recording subunit (505) and the event processing effect recording subunit (506) in time, so that the subsequent similar intensive flows are improved and avoided, the emergency event happens again, the emergency event happens more effectively, the casualties and other situations are reduced, and the waste of various social resources is reduced.
CN202211401463.XA 2022-11-09 2022-11-09 Emergency management system and method based on people stream density Withdrawn CN115908075A (en)

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Application publication date: 20230404