CN106204390A - A kind of based on the monitoring of game theoretic gray haze and early warning system - Google Patents
A kind of based on the monitoring of game theoretic gray haze and early warning system Download PDFInfo
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Abstract
A kind of based on the monitoring of game theoretic gray haze and early warning system, described system includes government data collecting unit, business data collecting unit, citizen's data acquisition unit, gray haze data acquisition unit, server, data base, prior-warning device, PC, mobile terminal.Its method is, by server and the collection of database integration government data, business data collection, citizen's data acquisition and gray haze data acquisition, by server and database analysis government, enterprise, the tripartite Game mechanism of citizen and the internal influence mechanism of different pieces of information, thus the evolution and improvement to gray haze provides early warning and reference；The present invention also is able to the situation according to tripartite Game and works out different Management strategy, and observes the gray haze regulation effect of different Management strategy；The present invention can pass through the monitoring to user report gray haze of prior-warning device, PC and mobile terminal and early warning situation.
Description
Technical field
The present invention relates to gray haze and administer field, specifically a kind of based on the monitoring of game theoretic gray haze and early warning system.
Background technology
Along with China gray haze situation increasingly severe, gray haze monitoring arise at the historic moment with early warning system, described gray haze monitoring and
Early warning system, is mainly used in that the air quality to each department carries out data acquisition, PM detects, continue to monitor, analyze judgement, and carries
Go out early warning.At present, the monitoring of gray haze and early warning system, mainly to air visibility, particulate matter feature, the change of gaseous contaminant
Learn the aspects such as composition to be monitored and early warning；It addition, the meteorological element of the same period forms impact very greatly to gray haze, also it is to need prison
Survey, the conventional meteorology parameters such as including radiation, temperature, relative humidity, wind speed and direction.Up-to-date gray haze monitoring and early warning system
Further comprises the new technique such as wireless sensor network, satellite mapping, monitoring and early warning for gray haze provide the most detailed number
According to, the Management strategy for gray haze provides data support.
But, current gray haze monitoring and early warning system are mainly based upon gray haze and environment itself, and shortcoming is aobvious and easy
See.First, current gray haze monitoring is difficult to find gray haze source with early warning system, by air visibility, particulate matter feature,
The aspects such as the chemical composition of gaseous contaminant are monitored and early warning, and the monitoring of meteorological condition, want to excavate exactly ash
The real source that haze is formed is the most difficult.Secondly, current gray haze monitoring and early warning system are difficult to provide effective improvement
Strategy, if the Crack cause of gray haze can not be excavated exactly, just cannot be provided with Management strategy targetedly and reduce gray haze source.
Again, current gray haze monitoring and early warning system also cannot be to government, enterprise, citizens, and the role in gray haze is administered carries out fixed
Position, responsibility and right from each other also cannot divide, and three also cannot be allowed to coordinate mutually.
At home, along with gray haze early warning and monitoring technology progress, for administering the offer technical foundation of gray haze high efficiency, but
It is seldom to have based on the monitoring of game theoretic gray haze and early warning system.
Summary of the invention
In order to overcome the defect of above-mentioned prior art, the present invention provides a kind of based on the monitoring of game theoretic gray haze and early warning system
System, it is possible to obtain each municipal government, enterprise, citizen, gray haze and environmental data quickly and accurately, by data base and server
Analytical calculation, excavates government, enterprise and the game behavior of citizen tripartite's main body, thus analyzes gray haze Producing reason and gray haze
The composition in source, and generate policy recommendation targetedly, by government, enterprise, the collaborative improvement of citizen, reduce the generation of gray haze
And impact.
The technical solution adopted in the present invention is:
A kind of based on the monitoring of game theoretic gray haze and early warning system, including government data collecting unit, business data collection
Unit, citizen's data acquisition unit, gray haze data acquisition unit, server, data base, prior-warning device, PC, mobile terminal.
Described government data collecting unit, business data collecting unit, citizen's data acquisition unit, gray haze data acquisition unit, fast
Collection government, enterprise, citizen, gray haze data message.
Described government data collecting unit, in the improvement data that various places government data system acquisition is relevant, comprises relevant
Data, the environmental improvement scheme such as politics, economy, geography, environment, policy, law, regulation；Preferably, described government data is adopted
Collection is mainly carried out by the data statistics department of various places, based on periodically generaI investigation, based on regular sampling survey, comprehensively
The method such as complete survey, major investigation of utilization, makes full use of the data such as administrative record to collect disposal data.
According to business data collecting unit, in the various places production management system of enterprise, information management system, collection is correlated with
Produce, manage, transport, afforest, the data such as corporate culture；Preferably, described business data collecting unit, can be by government department
Integrate Dispersed heterogeneous business data resource, set up between data and server and data base data exchange, information sharing with
Business cooperation；Further, described business data collecting unit, including the energy consumption data of enterprise, pollutant emission data,
Transport emissions data, enterprise's greenery patches data, can be uniformly coordinated, by government, the barrier between different departments eliminated between enterprise, strengthen data
Resource management, along with the accumulation of data, progressively Develop Data and the integration of application, the collection for gray haze data provides support.Institute
State citizen's data acquisition unit, by mechanism and individual collect individual effect on environment data, including citizen's private car data,
Citizen goes out data, citizen by bus custom, food and drink style, greening behavior, social mores；Preferably, described citizen's data acquisition,
Citizen can pass through phone, letter, fax, mail etc. and issues data to relevant department and propose concrete proposals；Further, institute
Stating citizen's data acquisition unit, citizen can contact the sides such as masses' system, letters and calls offence reporting system, supervision by public opinion by the deputy to the National People's Congress
Relevant department is exercised supervision by formula.
Described gray haze data acquisition unit, arranges substantial amounts of gray haze monitoring sensor, and gathers satellite image in various places
Data, further, the gray haze Monitoring Data of various places is connected to gray haze database of National Center and the environment of various places by network
Protection mechanism data base；Preferably, described gray haze data acquisition unit, is entered by various places gray haze monitoring center or environmental protection institution
Parameter measurement, data acquisition, conversion, data background process and the transmission etc. that row is necessary, are transferred to server, and by supervision department
Issue.
Described server, it is possible to the inquiry of response gray haze and monitoring request, and collect and process government data collection, enterprise
The data that industry data acquisition, citizen's data acquisition, gray haze data acquisition are transmitted, and store in data base, after analyzing
Related data is sent to prior-warning device, PC, mobile terminal.
Alternatively, described server, native system is by storing data after collecting data, owing to data volume is big, easily
Changing, therefore the module of Server Extension can also determine contact to each other, to former by again finding communication object
Data are had to refresh.
Alternatively, described server, including stable, the most quick, stable associated network transmission device, fire prevention
Wall and host-host protocol.
Further, described government data collecting unit, business data collecting unit, citizen's data acquisition unit, gray haze
Data acquisition unit, by contrasting with database server center cluster and previous gray haze data base, is sent out by data analysis
Existing gray haze source, further, it is achieved the functions such as gray haze monitoring, early warning and Management strategy recommendation.
Described data base, the core database being mounted in native system, it is used for storing government data collection, business data
The data that collection, citizen's data acquisition, gray haze data acquisition are transmitted, and can comparison gray haze and judge menace level.
Preferably, described data base, its data can only be read by the mechanism through authorizing and individual, and and central server
It is connected, it is possible to the inquiry request of response server and game theory analysis, and stores results of intermediate calculations.
Further, described data base, when monitoring the situations such as gray haze is serious, it will be sent to alarm device, and transmit
To central server and relevant prior-warning device, PC, mobile terminal, reach the purpose of gray haze monitoring and warning.
Further, described data base, also stored for Management strategy, and produce policy recommendation according to game situation, and right
Strategy emulates and tests, to reach the purpose administered further.
Described prior-warning device, is by being arranged on each city, airport, rivers harbour, highway, residential block, enterprise
Etc. the device of acousto-optic warning unit composition, and wireless-transmission network.
Further, described prior-warning device, it is possible to receive monitoring result and the warning message of Database Publishing, to work people
Member sends audible and visible alarm, in order to user disposes further, reduces loss.
Described PC, is installed on the desktop computer terminal of gray haze regulator, enterprise and individual, and user can pass through network
Obtain gray haze report and warning message that data base sends over；Further, described PC, can respond and use user orientation server
The information inquiry application submitted to, thus obtain the information fed back, in the way of pop-up window, hommization can remind user,
Or the mode call user's attention of note takes precautions against gray haze；Preferably, described PC, government, enterprise and citizen can be reminded,
And recommending corresponding strategy, in order to government, enterprise, citizen adjust it and produce, live and movable.
Described mobile terminal, is installed on the handheld terminal of gray haze regulator, enterprise and individual, and user can pass through net
Network obtains gray haze report and the warning message that data base sends over；Further, described mobile terminal, can respond user to
The information inquiry application that server is submitted to, thus obtain the information fed back, hommization can carry in the way of pop-up window
Wake up user, or the mode call user's attention of note takes precautions against gray haze；Preferably, described mobile terminal, government, enterprise can be reminded
Industry and citizen, and recommend corresponding strategy, in order to government, enterprise, citizen adjust it and produce, live and movable.
The present invention is a kind of based on the monitoring of game theoretic gray haze and early warning system, has the advantage that
First, gray haze source is obtained exactly.The present invention is by air visibility, particulate matter feature, gaseous contaminant
The aspects such as chemical composition are monitored and early warning, and government, enterprise, the data monitoring of citizen, it is possible to relatively accurately obtain
The real source that gray haze is formed, thus administer for gray haze and data supporting is provided.
Secondly, it is provided that early warning.The present invention is by carrying out data acquisition to data such as various places government, enterprise, citizen, gray hazes
Collection and process, and analyze tripartite Game behavior, thus realize the genetic analysis of gray haze, levels of contamination analysis, and filled by early warning
Put, PC, mobile terminal issue early warning.
Again, policy recommendation targetedly.Game theory is applied to intellectual monitoring gray haze field by the present invention, can be with the degree of depth
Excavate tripartite to generate and the game behavior of governance process in gray haze, thus the reasonable policy considering tripartite's interests is provided, it is achieved political affairs
Mansion, enterprise, citizen concordance and concertedness on gray haze is administered, improve regulation effect.
Accompanying drawing explanation
Fig. 1 is the system structure schematic diagram of the present invention.
Fig. 2 is government and the gaming matrix of enterprise of the present invention.
Fig. 3 is enterprise and the gaming matrix of citizen of the present invention.
Fig. 4 is the tripartite dynamic game tree of the present invention.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out the most complete
Description, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments.Based on this
Embodiment in invention, those of ordinary skill in the art on the premise of not making creative work, obtained all its
His embodiment, is not belonging to the scope of protection of the invention.
As it is shown in figure 1, one based on game theoretic gray haze monitoring and early warning system, including government data collecting unit 101,
Business data collecting unit 102, citizen's data acquisition unit 103, gray haze data acquisition unit 104, server 105, data base
106, prior-warning device 107, PC 108, mobile terminal 109.
Described government data collecting unit 101, in the improvement data that various places government data system acquisition is relevant, comprises relevant
Politics, economy, geography, environment, improvement data；Described government data collecting unit 101 acquisition mode is mainly by the number of various places
Department is carried out according to statistics, based on periodically generaI investigation, based on regular sampling survey, integrated use complete survey, weight
The methods such as some investigation, make full use of the data such as administrative record to collect disposal data.
Described business data collecting unit 102, gathers relevant in the various places production management system of enterprise, information management system
Production, manage, transport, afforest, the data such as corporate culture；Described business data collecting unit 102, can be whole by government department
Close the business data resource of Dispersed heterogeneous, eliminate information island phenomenon, while completing the construction of business data acquisition platform, enter
One step sets up data exchange, information sharing and business cooperation between data and server 105 and data base 106.Described enterprise
Data acquisition unit 102, including the energy consumption data of enterprise, pollutant emission data, transport emissions data, enterprise's greenery patches number
According to, can be uniformly coordinated, by government, the barrier between different departments eliminated between enterprise, strengthen data resource management, along with amassing of data
Tired, progressively Develop Data and the integration of application, the collection for gray haze data provides support.
Described citizen's data acquisition unit 103, collects the data of individual's effect on environment, including public affairs by mechanism and individual
People's private car data, citizen go out data, citizen custom, food and drink style, greening behavior, social mores by bus；Described citizen's number
According to collecting unit 103, citizen can pass through phone, letter, fax, mail etc. and issues data to relevant department and propose specifically to build
View；Described citizen's data acquisition unit 103, citizen can contact masses' system, letters and calls offence reporting system, public opinion by the deputy to the National People's Congress
Relevant department is exercised supervision by the modes such as supervision.
Described gray haze data acquisition unit 104, is included in various places and arranges substantial amounts of gray haze monitoring sensor, and satellite mapping
As data, further, the gray haze Monitoring Data of various places is connected to gray haze database of National Center and the ring of various places by network
Border protection mechanism data base；Described gray haze data acquisition unit 104, is carried out by various places gray haze monitoring center or environmental protection institution
Necessary parameter measurement, data acquisition, conversion, data background process and transmission etc., are transferred to server 105, and by supervision department
Door is issued.
Described server 105, it is possible to respond inquiry and the monitoring request of gray haze, and it is single to collect and process government data collection
The number that unit 101, business data collecting unit 102, citizen's data acquisition unit 103, gray haze data acquisition unit 104 are transmitted
According to, and store in data base 106, after analyzing, related data is sent to prior-warning device 107, PC 108, mobile terminal
109.Described server 105, can determine contact to each other by again finding communication object, brushes legacy data
Newly；Further, described server 105, it is possible to be analyzed the data gathered, excavation government, enterprise, the tripartite of citizen win
The internal influence mechanism of the mechanism of playing chess and different pieces of information, thus the evolution and improvement to gray haze provides early warning and reference；Described service
Device 105, it is also possible to work out different Management strategy according to the situation of tripartite Game, produces policy recommendation, and observes different improvement
The gray haze regulation effect of strategy；Further, described server 105 can pass through prior-warning device 107, PC 108 and move
Terminal 109 is to the monitoring of user report gray haze and early warning situation.
Described data base 106, the core database being mounted in native system, it is used for storing government data collecting unit
101, the number that business data collecting unit 102, citizen's data acquisition unit 103, gray haze data acquisition unit 104 are transmitted
According to, and can comparison gray haze and judge menace level；Described data base 106, its data can only be by the mechanism through authorizing with individual
People reads, and is connected with server 105, it is possible to the inquiry request of response server 105 and game theory analysis, and stores intermediate computations
Result；Described data base 106, when monitoring the situations such as gray haze is serious, it will be sent to alarm device, and be transferred to center service
Device and relevant prior-warning device 107, PC 108 and mobile terminal 109, reach the purpose of gray haze monitoring and warning；Described number
According to storehouse 106, also stored for Management strategy, and produce policy recommendation according to game situation, and strategy is emulated and tests, with
Reach the purpose administered further.
Described prior-warning device 107, is by the acousto-optic being arranged on each city, airport, rivers harbour, highway etc.
The device of alarm unit composition, and wireless-transmission network；Described prior-warning device 107, it is possible to receive the prison that data base 106 issues
Survey result and warning message, send audible and visible alarm to staff, in order to user disposes further, reduce loss.
Described PC 108, is installed on the desktop computer terminal of gray haze regulator, enterprise and individual, and user can pass through net
Network obtains gray haze report and the warning message that data base 106 sends over；Described PC 108, can respond and use user orientation server
The 105 information inquiry applications submitted to, thus obtain the information fed back, in the way of pop-up window, hommization can remind use
Family, or the mode call user's attention strick precaution gray haze of note；Described PC 108, can remind government, enterprise and citizen, and
Recommend corresponding strategy, in order to government, enterprise, citizen adjust it and produce, live and movable.
Described mobile terminal 109, is installed on the handheld terminal of gray haze regulator, enterprise and individual, and user can pass through
Network obtains gray haze report and the warning message that data base 106 sends over；Described mobile terminal 109, can respond user to
The information inquiry application that server 105 is submitted to, thus obtain the information fed back, can hommization in the way of pop-up window
Remind user, or the mode call user's attention of note takes precautions against gray haze；Described mobile terminal 109, can remind government, enterprise
Industry and citizen, and recommend corresponding strategy, in order to government, enterprise, citizen adjust it and produce, live and movable.
As in figure 2 it is shown, be government and the gaming matrix of enterprise of the present invention, government's Main Function in gray haze is administered is
Change pollutant discharge of enterprise by administrative and legal means and participate in the excitation of Environmental Protection Activity.It is simplified in the middle of game behavior, i.e. one side
Face government carries the function of constraint corporate behavior, and the behavior that enterprise governance is polluted can be rewarded by government, dirty to enterprise
The behavior of dye environment is punished, even can force to close down enterprise by administrative and legal means.
On the other hand, government can reward Environmental Protection Action, increases the income of participant, reduces the cost of participant,
Government, by rewarding the modes such as Environmental Protection Activity participant's money, promotes the enthusiasm of participant.The mode implemented can be according to ring
Whether effect, enterprise that keep-alive is moved participate in improvement etc., as long as the person of such as participating in participates in can be obtained by rewarding, or only work as ring
Border protection activity is just awarded etc. after playing actual effect.
Some hypothesis: in administering gray haze, if the net income of government is λ 1, income is r1, and supervision cost is c1.If enterprise
Net income be λ 2, income is r2, and treatment cost is c21, and when not act of state is by government regulation, punishment cost is c22.If
The net income of citizen is λ 3, and healthy, economic dispatch aspect income is r3, and the cost participating in administering is c31, is not involved in, has strong
Loss c32 in terms of health, economic dispatch.In game, tripartite is rational bubbles, all can select most beneficial for certainly in the middle of gambling process
, can't there is the error selected in oneself strategy.
Game condition according to government and enterprise, carries out Equilibrium Analysis of Game Theory.
In the case of government regulation, when enterprise governance, now, the expected revenus of government is: λ1=r1-c1, enterprise
Income is: λ2=r2-c21。
In the case of government regulation, when enterprise does not administers, now, the expected revenus of government is: λ1=r1-c1+c22,
The income of enterprise is: λ2=r2-c22。
In the case of government does not supervises, when enterprise governance, now, the expected revenus of government is: λ1=r1, enterprise
Income is: λ2=r2-r21。
In the case of government does not supervises, when enterprise does not administers, now, the expected revenus of government is: λ1=r1, enterprise
Income be: λ2=r2。
Enterprise and the game of citizen, the formation root problem of gray haze is that industrial undertaking's disposal of pollutants is excessive.Sulfur dioxide, nitrogen
The pollutant such as oxide, smoke-dust, VOC, discharge capacity is considerably beyond environmental carrying capacity, and gray haze is once formed will be to the body of citizen
Heart health has the biggest harm, and enterprise is while ensureing socio-economic development achievement, and the people's to be protected is healthy.
Strengthening the social supervision that enterprise governance is polluted while, also should improve the environmental consciousness of citizen self, the most noticeable
No more than motor-vehicle tail-gas, citizen should be encouraged to select low-carbon (LC) life style, the responsibility of active undertaking environmental protection.
As it is shown on figure 3, be enterprise and the gaming matrix of citizen of the present invention.
In the case of enterprise governance, when civic participation is administered, now, the expected revenus of enterprise is: λ2=r2-c21,
The income of citizen is: λ3=r3-c31。
In the case of enterprise governance, when citizen is not involved in administering, now, the expected revenus of enterprise is: λ2=r2-
c21, the income of citizen is: λ3=r3。
In the case of enterprise does not administers, when civic participation is administered, now, the expected revenus of enterprise is: λ2=r2, public
The income of the people is: λ3=r3-c31。
In the case of enterprise does not administers, when citizen is not involved in administering, now, the expected revenus of enterprise is: λ2=r2,
The income of citizen is: λ3=r3-c32。
Government and the game of citizen, in the problem administering gray haze, the relation that government and citizen not oppose, but mutually auxiliary
The relation coordinated.Natural the having a responsibility for of government shoulders corresponding responsibility, changes the achievements demand pursuing GDP, really cleaning sky
Gas, the magnificent mountains and rivers are put on top priority.Citizen also should take active action, and does not complains, does not scolds, is allowing the life of self
Generation is lived on the premise of more meeting environmental friendly principle, participates in Public Administration, the administration according to law of supervision government.
It is very easily that game theory is used for stating dynamic game, demonstrates the precedence of participant's action, every ginseng
Payment level under action selectable with people, and different action combination.In dynamic game from the beginning of each action selection
Terminate to game and constitute a game, being referred to as " subgame ".After incomer selects to enter, person in place selects action to start
It is exactly that a son is rich to abandon.
Not only as be analyzed above, citizen, the policy selection of enterprise also can react on the policy of government, actual
Gambling process should be the process of tripartite's dynamic game.
As shown in Figure 4, for the tripartite dynamic game tree of the present invention, if the probability of government regulation is p1, the probability do not supervised
It is then 1-p1；The probability of enterprise governance is p2, and the probability do not administered is then for 1-p2；The probability that civic participation gray haze is administered is
P3, is not involved in the probability of gray haze improvement then for 1-p3.
Carrying out under Regulation Policy in government, according to the result of static analysis it can be seen that enterprise governance, citizen selects actively
Participate in gray haze improvement and be advantageous for what gray haze was administered.Now the probability of choice of Government Regulation Policy is p1, and it is general that selection is not supervised
Rate is 1-p1, and in the early stage, government needs to carry out Regulation Policy to promote that gray haze is administered, if but with the bearing capacity of economic environment
If inconsistent, national economy can be produced harmful effect on the contrary.After the Regulation Policy of a period of time, environmental quality has
Being obviously improved, gray haze reduces, and in this context, can take the policy of few supervision.
Embodiment of above is only applicable to illustrate the disclosure, and not to disclosed restriction, common about technical field
Technical staff, in the case of without departing from the precision of the disclosure and scope, it is also possible to make a variety of changes and modification, therefore own
The technical scheme of equivalent falls within the category of the disclosure, and the patent protection category of the disclosure should limit from claim.
Claims (10)
1., based on the monitoring of game theoretic gray haze and an early warning system, adopt including government data collecting unit (101), business data
Collection unit (102), citizen's data acquisition unit (103), gray haze data acquisition unit (104), server (105), data base
(106), prior-warning device (107), PC (108), mobile terminal (109)；It is characterized in that: in various places monitoring center, sensing is installed
Device network system, by various places government data collecting unit (101), business data collecting unit (102), citizen's data acquisition unit
(103), gray haze data acquisition unit (104) is networked, with the server (105) arranged in the system and data base (106)
Communicate, excavate the tripartite Game behavior in gray haze data, thus it is pre-to realize the genetic analysis of gray haze, status monitoring and gray haze
Alert function.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described government
Data acquisition unit (101), for the politics relevant in various places government data system acquisition, economy, geography, environment, improvement number
According to, administer packet containing relevant policy, law, regulation, environmental improvement scheme.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described enterprise
Data acquisition unit (102), for gathering relevant production, warp in the various places production management system of enterprise, information management system
Seek, transport, afforest, corporate culture data；While completing the construction of business data acquisition platform, business data collecting unit
And server (105), data base carry out data exchange, information sharing, business cooperation between (106) (102)；
Described business data collecting unit (102), including the energy consumption data of enterprise, pollutant emission data, transport discharge
Data, enterprise's greenery patches data.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described citizen
Data acquisition unit (103), by mechanism and individual collect individual effect on environment data, including citizen's private car data,
Citizen goes out data, citizen by bus custom, food and drink style, greening behavior, social mores.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described gray haze
Data acquisition unit (104), is included in various places and arranges substantial amounts of gray haze monitoring sensor, and satellite image data, various places
Gray haze Monitoring Data is connected to gray haze database of National Center and the environmental protection institution data base of various places by network；Described ash
Haze data acquisition unit (104), is carried out the parameter measurement of necessity, data acquisition by various places gray haze monitoring center or environmental protection institution
Collection, conversion, data background process and transmission, be transferred to server (105), and issued by supervision department.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described service
Device (105), it is possible to the inquiry of response gray haze and monitoring request, and collect and process government data collecting unit (101), enterprise's number
The data transmitted according to collecting unit (102), citizen's data acquisition unit (103), gray haze data acquisition unit (104), and
Storage is arrived in data base (106), and related data is sent to after analyzing prior-warning device (107), PC (108), mobile terminal
(109)；
Described server (105), by again finding communication object, determines contact to each other, refreshes legacy data；
Described server (105), for being analyzed the data gathered, excavates the tripartite Game mechanism of government, enterprise, citizen
Machine-processed with the internal influence of different pieces of information, thus the evolution and improvement to gray haze provides early warning and reference；
Described server (105), works out different Management strategy according to the situation of tripartite Game, produces policy recommendation, and observe
The gray haze regulation effect of different Management strategy；
Described server (105), by prior-warning device (107), PC (108), mobile terminal (109), to user report gray haze
Monitoring and early warning situation.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described data
Storehouse (106), the core database being mounted in native system, it is used for storing government data collecting unit (101), business data is adopted
The data that collection unit (102), citizen's data acquisition unit (103), gray haze data acquisition unit (104) are transmitted, and can
Comparison and judge the gray haze order of severity；
Described data base (106), its data can only be read by the mechanism through authorizing and individual, and be connected with server (105),
Can the inquiry request of response server (105) and game theory analysis, and store results of intermediate calculations；
Described data base (106), when monitoring the situations such as gray haze is serious, it will is sent to alarm device, and genuinely convinced in being transferred to
Business device and relevant prior-warning device (107), PC (108), mobile terminal (109)；
Described data base (106), also stored for Management strategy, and produces policy recommendation according to game situation, and carry out strategy
Emulation and experiment.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described early warning
Device (107), is by the acousto-optic report being arranged on each city, airport, rivers harbour, highway, residential block, enterprise etc.
The device of alert unit composition and wireless-transmission network；Described prior-warning device (107), is used for receiving what data base (106) issued
Monitoring result and warning message.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described PC
(108), for being installed on the desktop computer terminal of gray haze regulator, enterprise and individual, user obtains data base by network
(106) the gray haze report sended over and warning message；Described PC (108), the letter that response user orientation server (105) is submitted to
Breath inquiry application, thus obtain the information fed back, in the way of pop-up window, hommization can remind user, or note
Mode call user's attention take precautions against gray haze；Described PC (108), is used for reminding government, enterprise and citizen, and recommends corresponding
Strategy, in order to government, enterprise, citizen adjust its produce, life and movable.
It is a kind of based on the monitoring of game theoretic gray haze and early warning system, it is characterised in that: described shifting
Dynamic terminal (109), for being installed on the handheld terminal of gray haze regulator, enterprise and individual, user obtains data base by network
(106) the gray haze report sended over and warning message；Described mobile terminal (109), for response with user orientation server (105)
The information inquiry application submitted to, thus obtain the information fed back, in the way of pop-up window, hommization can remind user,
Or the mode call user's attention of note takes precautions against gray haze；Described mobile terminal (109), is used for reminding government, enterprise and public affairs
The people, and recommend corresponding strategy, in order to government, enterprise, citizen adjust it and produce, live and movable.
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| CN108229312A (en) * | 2017-11-27 | 2018-06-29 | 易瓦特科技股份公司 | It is warned based on earth station the method, apparatus and system in gray haze source |
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| CN107248028B (en) * | 2017-05-24 | 2021-05-25 | 南京航空航天大学 | Method for handling passenger group events in large-area flight delay scene |
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| CN108229309A (en) * | 2017-11-27 | 2018-06-29 | 易瓦特科技股份公司 | For the method, apparatus and system warned to gray haze source |
| CN108229312A (en) * | 2017-11-27 | 2018-06-29 | 易瓦特科技股份公司 | It is warned based on earth station the method, apparatus and system in gray haze source |
| CN108062513A (en) * | 2017-11-27 | 2018-05-22 | 易瓦特科技股份公司 | The method, apparatus and system being identified based on remote server to gray haze source |
| CN108108660A (en) * | 2017-11-27 | 2018-06-01 | 易瓦特科技股份公司 | The method, apparatus and system being identified based on unmanned plane to gray haze source |
| CN108108661A (en) * | 2017-11-27 | 2018-06-01 | 易瓦特科技股份公司 | It is warned based on unmanned plane the method, apparatus and system in gray haze source |
| CN108121947A (en) * | 2017-11-27 | 2018-06-05 | 易瓦特科技股份公司 | It is warned based on earth station the method, apparatus and system in gray haze source |
| CN108154079A (en) * | 2017-11-27 | 2018-06-12 | 易瓦特科技股份公司 | The method, apparatus and system warned based on unmanned plane to gray haze source |
| CN108197528A (en) * | 2017-11-27 | 2018-06-22 | 易瓦特科技股份公司 | For the method, apparatus and system warned to gray haze source |
| CN108229311A (en) * | 2017-11-27 | 2018-06-29 | 易瓦特科技股份公司 | Method, apparatus and system based on unmanned plane identification gray haze source |
| CN108229310A (en) * | 2017-11-27 | 2018-06-29 | 易瓦特科技股份公司 | Identify the method, apparatus and system in gray haze source |
| CN108052871A (en) * | 2017-11-27 | 2018-05-18 | 易瓦特科技股份公司 | Method, apparatus and system based on earth station's identification gray haze source |
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| CN108256412A (en) * | 2017-11-27 | 2018-07-06 | 易瓦特科技股份公司 | The method, apparatus and system in gray haze of warning source |
| CN108256414A (en) * | 2017-11-27 | 2018-07-06 | 易瓦特科技股份公司 | The method, apparatus and system in gray haze of warning source |
| CN108052873A (en) * | 2017-11-27 | 2018-05-18 | 易瓦特科技股份公司 | The method, apparatus and system being identified based on earth station to gray haze source |
| CN108427904A (en) * | 2017-11-27 | 2018-08-21 | 易瓦特科技股份公司 | Method, apparatus and system based on unmanned plane identification gray haze source |
| CN108427903A (en) * | 2017-11-27 | 2018-08-21 | 易瓦特科技股份公司 | The method, apparatus and system warned to gray haze source based on unmanned plane |
| CN108426804A (en) * | 2017-11-27 | 2018-08-21 | 易瓦特科技股份公司 | The method, apparatus and system warned to gray haze source based on remote server |
| CN108596007A (en) * | 2017-11-27 | 2018-09-28 | 易瓦特科技股份公司 | Method, apparatus and system for being identified to gray haze source |
| CN108052875A (en) * | 2017-11-27 | 2018-05-18 | 易瓦特科技股份公司 | Method, apparatus and system based on remote server identification gray haze source |
| CN108414690A (en) * | 2018-03-06 | 2018-08-17 | 深圳市卡普瑞环境科技有限公司 | A kind of parameter determination method and its relevant device |
| CN111177978A (en) * | 2019-12-31 | 2020-05-19 | 航天新气象科技有限公司 | Ground meteorological observation element training monitoring model, quality inspection method and system |
| CN111177978B (en) * | 2019-12-31 | 2023-08-15 | 航天新气象科技有限公司 | Training ground meteorological observation element monitoring model, quality inspection method and system |
| CN113570221A (en) * | 2021-07-15 | 2021-10-29 | 国网浙江省电力有限公司经济技术研究院 | Power grid enterprise comprehensive energy service market expanding auxiliary decision-making method based on dynamic evolution visual angle |
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