CN108681792A - A kind of Air Quality Forecast method and system based on incineration flue gas of household garbage - Google Patents

A kind of Air Quality Forecast method and system based on incineration flue gas of household garbage Download PDF

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CN108681792A
CN108681792A CN201810476974.5A CN201810476974A CN108681792A CN 108681792 A CN108681792 A CN 108681792A CN 201810476974 A CN201810476974 A CN 201810476974A CN 108681792 A CN108681792 A CN 108681792A
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flue gas
waste incineration
air quality
consumer waste
hcl
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CN108681792B (en
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朱锋
卢加伟
海景
谢冰
洪澄泱
史力争
谢颖诗
向明灯
张洁茹
陈杰娥
程涛
郭颖
黄沅清
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South China Institute of Environmental Science of Ministry of Ecology and Environment
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South China Institute of Environmental Science of Ministry of Ecology and Environment
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395Quality analysis or management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services

Abstract

The invention discloses a kind of Air Quality Forecast method and system based on incineration flue gas of household garbage.The method includes:(1) close-proximity target zone consumer waste incineration point is chosen, monitors and analyzes the pollutant load in its flue gas of refuse burning and calculate pollution contribution;(2) according to the relative position of real-time wind force vector and consumer waste incineration point and target area, the influence power of consumer waste incineration point is calculated;(3) influence value of consumer waste incineration point is inputted into target area Air Quality Forecast model, the air quality classification results of prediction;The influence value of the consumer waste incineration point is the product of its pollution contribution and influence power.The system comprises:The slave computer and host computer for being set to the pollutant monitoring device of the consumer waste incineration point of close-proximity target zone, being set to the wind force vector acquisition device of target area, scattering device or concentrated setting;The present invention can accomplish overall merit air quality, carry out the purpose of air quality more Accurate Prediction.

Description

A kind of Air Quality Forecast method and system based on incineration flue gas of household garbage
Technical field
The invention belongs to environmental protection technical fields, more particularly, to a kind of sky based on incineration flue gas of household garbage Gas qualitative forecasting method and system.
Background technology
At present for the evaluation criterion of air quality, the standard that is substantially based on is to implement《People's Republic of China's environment Protection Code》With《The Law of the People's Republic of China on the Prevention and Control of Atmospheric Pollution》, protect and better people's living environment, ecological environment, ensure human body The standard that health is formulated.Standard defines the classification of surrounding air functional areas, standard grading, pollutant project, average time and dense It spends limit value, monitoring method, the validity of data statistics regulation and implements and the contents such as supervision.
Standard content includes:The content, the content of carbon monoxide of benzo [a] pyrene, lead content, total suspended particles in floating dust Object, amount of nitrogen oxides, content of formaldehyde, content of sulfur dioxide, the content etc. of PM10 and PM2.5, however these are for single The evaluation of standard, can not overall merit air quality, can not for air quality carry out Accurate Prediction.
Invention content
For the disadvantages described above or Improvement requirement of the prior art, the present invention provides one kind being based on incineration flue gas of household garbage Air Quality Forecast method and system, its object is to based on the pollutant component in incineration flue gas of household garbage, overall merit With the air quality of prediction target area, thus solves existing evaluation index and be unable to overall merit and predict the skill of air quality Art problem.
To achieve the above object, according to one aspect of the present invention, it provides a kind of based on incineration flue gas of household garbage Air Quality Forecast method, includes the following steps:
(1) the multiple consumer waste incineration points of close-proximity target zone are chosen, monitors and analyzes the dirt in its flue gas of refuse burning Dye object content simultaneously calculates pollution contribution;
(2) according to the relative position of real-time wind force vector and consumer waste incineration point and target area, each life is calculated The influence power of waste incineration point;
(3) influence value of multiple consumer waste incineration points is inputted into target area Air Quality Forecast model, the sky of prediction Makings amount classification results;The influence value of the consumer waste incineration point is the product of its pollution contribution and influence power.
Preferably, the Air Quality Forecast method based on incineration flue gas of household garbage, the pollutant include Nitrogen oxides, sulfur dioxide, HCl He dioxin homologue.
Preferably, the Air Quality Forecast method based on incineration flue gas of household garbage, the dioxin homology The analysis method of object is as follows:
Detect the chlorophenol content ρ in consumer waste incineration point unit flue gas1
Detect the PCDDs of the high chlorine state and/or PCDFs contents ρ of high chlorine state in the unit flue gas of consumer waste incineration point2, The PCDDs of the high chlorine state includes 7 chlorine and 8 chlorine PCDDs, the PCDFs of the high chlorine state, including 7 chlorine and 8 chlorine PCDFs;
Dioxin congener content is determined by linear regression algorithm:
ρPCDD/Fs1ρ12ρ2
Wherein, θ1For chlorophenol weight coefficient, θ2For the PCDDs of high chlorine state and/or the PCDFs weight coefficients of high chlorine state, for Each consumer waste incineration point is tested by linear regression and is determined, ρ1Chlorophenol content, ρ2PCDDs for high chlorine state and/or high chlorine The PCDFs of state.
Preferably, the Air Quality Forecast method based on incineration flue gas of household garbage, uses chromatography of gases electronics Acquisition detector detects chlorophenol content ρ1With the PCDDs of the high chlorine state and/or PCDFs contents ρ of high chlorine state2
Preferably, the Air Quality Forecast method based on incineration flue gas of household garbage, step (1) are described for life Waste incineration point A, pollution contribution Q livingAIt calculates as follows:
QANOxρNOxSO2ρSOHClρHClPCDD/FsρPCDD/Fs
Wherein, αNOxFor the nitrogen oxides weight coefficient that experiment obtains, ρNOxObtained amount of nitrogen oxides is analyzed for monitoring, αSO2For the sulfur dioxide weight coefficient that experiment obtains, ρSOFor the content of sulfur dioxide that monitoring analysis obtains, αHClIt is obtained for experiment HCl weight coefficients, ρHClFor the HCl contents that monitoring analysis obtains, αPCDD/FsBioxin homologue weights system is obtained for experiment Number, ρPCDD/FsBioxin congener contents are obtained for monitoring analysis.
Preferably, the Air Quality Forecast method based on incineration flue gas of household garbage, step (2) are described for work Waste incineration point A, influence power PAComputational methods are as follows:
Wherein, βAFor the correction coefficient that experiment obtains, FAIt is real-time wind speed in waste incineration point A living and target area vector It is upper to decompose obtained effective wind, DAFor waste incineration point the distance between A and target area living.
Preferably, the Air Quality Forecast method based on incineration flue gas of household garbage, step (3) are specially:It adopts With support vector cassification algorithm, the influence value of specific time is recalled with the multiple consumer waste incineration points of the close-proximity target zone As feature, judge whether to need whether air pollution degree needs to alarm.
Other side according to the invention provides a kind of Air Quality Forecast system based on incineration flue gas of household garbage System, including:It is set to the pollutant monitoring device of the consumer waste incineration point of close-proximity target zone, is set to the wind of target area The slave computer and host computer of force vector acquisition device, scattering device or concentrated setting;
The pollutant monitoring device is connected with the slave computer signal, the wind force vector acquisition device with it is described under Position machine signal is connected, and the slave computer is connected with the host computer signal.
Preferably, the Air Quality Forecast system based on incineration flue gas of household garbage, the pollutant monitoring dress It sets, the emission behaviour for obtaining the nitrogen oxides in flue gas, sulfur dioxide, HCl He dioxin homologue, and by nitrogen oxidation Object content ρNOx, content of sulfur dioxide ρSO2, HCl contents ρHCL, chlorophenol content ρ1, high chlorine state PCDDs and/or high chlorine state PCDFs contents ρ2Pass to slave computer;It include monitoring nitrogen oxide module, sulfur dioxide monitoring module, HCl monitoring modulars, The PCDFs monitoring modulars of the PCDDs and/or high chlorine state of chlorophenol monitoring modular and high chlorine state.
Preferably, the Air Quality Forecast system based on incineration flue gas of household garbage, the wind force vector obtain Device, including anemometry module and wind direction measure module, are respectively used to obtain the wind-force and wind speed of target area, pass to institute State slave computer.
In general, through the invention it is contemplated above technical scheme is compared with the prior art, can obtain down and show Beneficial effect:
The present invention carries out pollutant comprehensive monitoring by the consumer waste incineration point to target area periphery, and predicts hereafter The target area air pollution situation that may be brought is tied to carry out integrated forecasting to target area air quality according to prediction Air quality management measure, or adjustment consumer waste incineration point working condition are taken in fruit warning target area, can accomplish comprehensive Evaluation air quality is closed, the purpose of air quality more Accurate Prediction is carried out.
The monitoring means of every pollutant is optimized in preferred embodiment, to realize that low cost is accurately real When pollutant monitoring data acquisition.
Description of the drawings
Fig. 1 is the Air Quality Forecast method flow schematic diagram provided by the invention based on incineration flue gas of household garbage;
Fig. 2 is the structural scheme of mechanism of the Air Quality Forecast system provided by the invention based on incineration flue gas of household garbage.
Specific implementation mode
In order to make the purpose , technical scheme and advantage of the present invention be clearer, with reference to the accompanying drawings and embodiments, right The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and It is not used in the restriction present invention.As long as in addition, technical characteristic involved in the various embodiments of the present invention described below It does not constitute a conflict with each other and can be combined with each other.
Air Quality Forecast method provided by the invention based on incineration flue gas of household garbage, as shown in Figure 1, including following Step:
(1) the multiple consumer waste incineration points of close-proximity target zone are chosen, monitors and analyzes the dirt in its flue gas of refuse burning Dye object content simultaneously calculates pollution contribution, nitrogen oxides, sulfur dioxide, HCl He the dioxin homologue that the pollutant includes;
The analysis method of the nitrogen oxides is as follows:According to 42 standards of HJ/T, carried out using ultraviolet spectrophotometry single Position nitrogen oxides in effluent content ρNOxIt measures.
The analysis method of the sulfur dioxide is as follows:According to 57 standards of HJ/T, unit is carried out using constant potentiometric electrolysis Sulfur dioxide in flue gas content ρSO2It measures.
The analysis method of the HCl is as follows:According to 27 standards of HJ/T, unit is carried out using mercuric thiocyanate spectrophotometry HCL contents ρ in flue gasHCLIt measures.
The analysis method of the dioxin homologue is as follows:
Detect the chlorophenol content ρ in consumer waste incineration point unit flue gas1, it is preferred to use gas chromatography (GC-ECD) point Analyse chlorophenol content;
Detect the PCDDs of the high chlorine state and/or PCDFs contents ρ of high chlorine state in the unit flue gas of consumer waste incineration point2, The PCDDs of the high chlorine state includes 7 chlorine and 8 chlorine PCDDs, the PCDFs of the high chlorine state, including 7 chlorine and 8 chlorine PCDFs;It is preferred that adopting It is analyzed with gas chromatography (GC-ECD);
Dioxin congener content is determined by linear regression algorithm:
ρPCDD/Fs1ρ12ρ2
Wherein, θ1For chlorophenol weight coefficient, θ2For the PCDDs of high chlorine state and/or the PCDFs weight coefficients of high chlorine state, for Each consumer waste incineration point is tested by linear regression and is determined, ρ1Chlorophenol content, ρ2PCDDs for high chlorine state and/or high chlorine The PCDFs of state.
Positive definite matrix factor analysis showed:Low chlorine state PCDDs (1,2,3,7,8-P5CDD, 1,2,3,4,7,8-H6CDD, 1, 2,3,6,7,8-H6CDD and 1,2,3,7,8,9-H6CDD) formation correlation is higher, has similar forming feature;Chlorophenol is The important as precursors of low chlorine state PCDDs, is mainly formed in low chlorine environment, therefore the content of chlorophenol can embody low chlorine state PCDDs;The formation of the PCDDs (7 chlorine and 8 chlorine PCDDs) and PCDFs (7 chlorine and 8 chlorine PCDFs) of high chlorine state be respectively provided with it is certain its Specific correlation, therefore in rough estimate, the PCDFs of the PCDDs or high chlorine states of high chlorine state can be used to estimate high chlorine state Bioxin congener contents.Total bioxin congener content can be by the PCDDs/PCDFs of low chlorine state PCDDs and high chlorine state Marker is estimated by linear regression algorithm.Such detection method can in a relatively short period of time be obtained with smaller detection type It takes, the data demand that could meet to global analysis and predict in real time.It is preferred that the two all uses chromatography of gases electron capture detection Device detects GC-ECD, can obtain comprehensive data in a short time, meets the requirement of prediction real-time.
For consumer waste incineration point A, pollution contribution QAIt calculates as follows:
QANOxρNOxSOρSO2NClρHClPCDD/FsρPCDD/Fs
Wherein, αNOxFor the nitrogen oxides weight coefficient that experiment obtains, ρNOxObtained amount of nitrogen oxides is analyzed for monitoring, αSO2For the sulfur dioxide weight coefficient that experiment obtains, ρSO2For the content of sulfur dioxide that monitoring analysis obtains, αHClIt is obtained for experiment HCl weight coefficients, ρHClFor the HCl contents that monitoring analysis obtains, αPCDD/FsBioxin homologue weights system is obtained for experiment Number, ρPCDD/FsBioxin congener contents are obtained for monitoring analysis.The weight coefficient, not according to effect on environment focus Accordingly it is arranged together, such as when environmental requirement is to SO2When sensitive, increase sulfur dioxide weight coefficient αSO
(2) according to the relative position of real-time wind force vector and consumer waste incineration point and target area, each life is calculated The influence power of waste incineration point;
For waste incineration point A, influence power P livingAComputational methods are as follows:
Wherein, βAFor the correction coefficient that experiment obtains, FAIt is real-time wind speed in waste incineration point A living and target area vector It is upper to decompose obtained effective wind, DAFor waste incineration point the distance between A and target area living.
(3) influence value of multiple consumer waste incineration points is inputted into target area Air Quality Forecast model, the sky of prediction Makings amount classification results.The influence value of the consumer waste incineration point is the product of its pollution contribution and influence power.
Using support vector cassification algorithm, made with the influence value of the multiple consumer waste incineration points of the close-proximity target zone It is characterized, judges whether to need whether air pollution degree needs to alarm.
Air Quality Forecast system provided by the invention based on incineration flue gas of household garbage, as shown in Fig. 2, including:If The wind force vector acquisition for being placed in the pollutant monitoring device of the consumer waste incineration point of close-proximity target zone, being set to target area The slave computer and host computer of device, scattering device or concentrated setting;
The pollutant monitoring device is connected with the slave computer signal, the wind force vector acquisition device with it is described under Position machine signal is connected, and the slave computer is connected with the host computer signal.
The pollutant monitoring device, for obtaining the nitrogen oxides in flue gas, sulfur dioxide, HCl He dioxin is same It is the emission behaviour of object, and by amount of nitrogen oxides ρNOx, content of sulfur dioxide ρSO2, HCL contents ρHCL, chlorophenol content ρ1, high chlorine The PCDFs contents ρ of the PCDDs of state and/or high chlorine state2Pass to slave computer;It includes monitoring nitrogen oxide module, sulfur dioxide Monitoring modular, HCl monitoring modulars, chlorophenol monitoring modular and the PCDDs of high chlorine state and/or the PCDFs monitoring modulars of high chlorine state.
The wind force vector acquisition device, including anemometry module and wind direction measure module, are respectively used to obtain target The wind-force and wind speed in region, pass to the slave computer.
The amount of nitrogen oxides ρ that the slave computer is provided according to pollutant monitoring deviceNOx, content of sulfur dioxide ρSO2、HCL Content ρHCL, chlorophenol content ρ1, the PCDDs of high chlorine state and/or the PCDFs contents ρ of high chlorine state2And wind force vector acquisition device The wind-force and wind speed of the target area of offer calculate the influence power of waste incineration point living.
The host computer, for the influence value according to the multiple consumer waste incineration points of the close-proximity target zone, judgement is It is no to need whether air pollution degree needs to alarm.
It is embodiment below:
Embodiment 1
A kind of Air Quality Forecast method based on incineration flue gas of household garbage, includes the following steps:
(1) as shown in Figure 1,7 consumer waste incineration points of close-proximity target zone are chosen, for each consumer waste incineration Point monitors and analyzes the emission behaviour of the nitrogen oxides in its flue gas of refuse burning, sulfur dioxide, HCl He dioxin homologue And calculate pollution contribution;
The analysis method of the nitrogen oxides is as follows:According to 42 standards of HJ/T, carried out using ultraviolet spectrophotometry single Position nitrogen oxides in effluent contentIt measures.
The analysis method of the sulfur dioxide is as follows:According to 57 standards of HJ/T, unit is carried out using constant potentiometric electrolysis Sulfur dioxide in flue gas contentIt measures.
The analysis method of the HCl is as follows:According to 27 standards of HJ/T, unit is carried out using mercuric thiocyanate spectrophotometry HCL contents in flue gasIt measures.
The analysis method of the dioxin homologue is as follows:
Detect the chlorophenol content in consumer waste incineration point unit flue gasIt is preferred that adopting Chlorophenol content is analyzed with gas chromatography (GC-ECD);
Detect the PCDDs of high chlorine state and/or the PCDFs contents of high chlorine state in the unit flue gas of consumer waste incineration pointThe PCDDs of the high chlorine state includes 7 chlorine and 8 chlorine PCDDs, the PCDFs of the high chlorine state, Including 7 chlorine and 8 chlorine PCDFs;It is preferred that being analyzed using gas chromatography (GC-ECD);
Dioxin congener content is determined by linear regression algorithm:
Wherein, θ1It is 0.36, θ for chlorophenol weight coefficient2For the PCDDs of high chlorine state and/or the PCDFs weights system of high chlorine state Number is 0.64, each consumer waste incineration point is tested by linear regression and is determined, ρ1Chlorophenol content, ρ2For high chlorine state The PCDFs of PCDDs and/or high chlorine state.
For i-th of consumer waste incineration point, pollution contribution QiIt calculates as follows:
Wherein, αNOxFor the nitrogen oxides weight coefficient that experiment obtains, it is set as 1,The nitrogen obtained for monitoring analysis Oxide content, αSO2For the sulfur dioxide weight coefficient that experiment obtains, it is set as 1,The titanium dioxide obtained for monitoring analysis Sulfur content, αHClFor the HCl weight coefficients that experiment obtains, it is set as 1,For the HCl contents that monitoring analysis obtains, αPCDD/Fs Bioxin homologue weight coefficients are obtained for experiment, are set as 1.3,It is same that bioxin is obtained for monitoring analysis It is object content.
(2) according to the relative position of real-time wind force vector and consumer waste incineration point and target area, each life is calculated The influence power of waste incineration point;
For i-th of work waste incineration point, influence power Pi, i=1,2,3 ..., 7 computational methods are as follows:
Wherein, βiFor the correction coefficient that experiment obtains, the present embodiment is all 1, FiIt is real-time wind speed in waste incineration point A living With the effective wind decomposed on the vector of target area, DiFor the i-th work the distance between waste incineration point and target area.
(3) influence value of multiple consumer waste incineration points is inputted into target area Air Quality Forecast model, the sky of prediction Makings amount classification results.The influence value of the consumer waste incineration point is the product of its pollution contribution and influence power.
Using support vector cassification algorithm, made with the influence value of the multiple consumer waste incineration points of the close-proximity target zone It is characterized, judges whether to need whether air pollution degree needs to alarm.
Learning sample obtains as follows:The air quality for monitoring a period of time region of interest within recalls one section with current time The influence value of the consumer waste incineration point of such as 12 to 24 hours time is as characteristic quantity, when the air quality of target area is qualified When, as negative sample, otherwise it is used as positive sample.Until positive and negative sample size respectively reaches 1000.
Embodiment 2
Air Quality Forecast system provided by the invention based on incineration flue gas of household garbage, including:It is set to target area The pollutant monitoring device of consumer waste incineration point near domain, the wind force vector acquisition device for being set to target area, dispersion It is arranged or the slave computer and host computer of concentrated setting;
The pollutant monitoring device is connected with the slave computer signal, the wind force vector acquisition device with it is described under Position machine signal is connected, and the slave computer is connected with the host computer signal.
The pollutant monitoring device, for obtaining the nitrogen oxides in flue gas, sulfur dioxide, HCl He dioxin is same It is the emission behaviour of object, and by amount of nitrogen oxides ρNOx, content of sulfur dioxide ρSO2, HCL contents ρHCL, chlorophenol content ρ1, high chlorine The PCDFs contents ρ of the PCDDs of state and/or high chlorine state2Pass to slave computer;It includes monitoring nitrogen oxide module, sulfur dioxide Monitoring modular, HCl monitoring modulars, chlorophenol monitoring modular and the PCDDs of high chlorine state and/or the PCDFs monitoring modulars of high chlorine state.It obtains Take method and device referring to embodiment 1.
The wind force vector acquisition device, including anemometry module and wind direction measure module, are respectively used to obtain target The wind-force and wind speed in region, pass to the slave computer.
The amount of nitrogen oxides ρ that the slave computer is provided according to pollutant monitoring deviceNOx, content of sulfur dioxide ρSO2、HCL Content ρHCL, chlorophenol content ρ1, the PCDDs of high chlorine state and/or the PCDFs contents ρ of high chlorine state2And wind force vector acquisition device The wind-force and wind speed of the target area of offer calculate the influence power of waste incineration point living.Computational methods are shown in embodiment 1.
The host computer, for the influence value according to the multiple consumer waste incineration points of the close-proximity target zone, judgement is It is no to need whether air pollution degree needs to alarm.The host computer application support vector machines kernel algorithm.
As it will be easily appreciated by one skilled in the art that the foregoing is merely illustrative of the preferred embodiments of the present invention, not to The limitation present invention, all within the spirits and principles of the present invention made by all any modification, equivalent and improvement etc., should all include Within protection scope of the present invention.

Claims (10)

1. a kind of Air Quality Forecast method based on incineration flue gas of household garbage, which is characterized in that include the following steps:
(1) the multiple consumer waste incineration points of close-proximity target zone are chosen, monitors and analyzes the pollutant in its flue gas of refuse burning Content simultaneously calculates pollution contribution;
(2) according to the relative position of real-time wind force vector and consumer waste incineration point and target area, each house refuse is calculated Burn the influence power of point;
(3) influence value of multiple consumer waste incineration points is inputted into target area Air Quality Forecast model, the air matter of prediction Measure classification results;The influence value of the consumer waste incineration point is the product of its pollution contribution and influence power.
2. the Air Quality Forecast method based on incineration flue gas of household garbage as described in claim 1, which is characterized in that described Nitrogen oxides, sulfur dioxide, HCl He the dioxin homologue that pollutant includes.
3. the Air Quality Forecast method based on incineration flue gas of household garbage as claimed in claim 2, which is characterized in that described The analysis method of dioxin homologue is as follows:
Detect the chlorophenol content ρ in consumer waste incineration point unit flue gas1
Detect the PCDDs of the high chlorine state and/or PCDFs contents ρ of high chlorine state in the unit flue gas of consumer waste incineration point2, the height The PCDDs of chlorine state includes 7 chlorine and 8 chlorine PCDDs, the PCDFs of the high chlorine state, including 7 chlorine and 8 chlorine PCDFs;
Dioxin congener content is determined by linear regression algorithm:
ρPCDD/Fs1ρ12ρ2
Wherein, θ1For chlorophenol weight coefficient, θ2For the PCDDs of high chlorine state and/or the PCDFs weight coefficients of high chlorine state, for each A consumer waste incineration point is tested by linear regression and is determined, ρ1Chlorophenol content, ρ2PCDDs for high chlorine state and/or high chlorine state PCDFs。
4. the Air Quality Forecast method based on incineration flue gas of household garbage as claimed in claim 3, which is characterized in that use Chromatography of gases electron capture detector detects chlorophenol content ρ1With the PCDDs of the high chlorine state and/or PCDFs contents ρ of high chlorine state2
5. the Air Quality Forecast method based on incineration flue gas of household garbage as described in claim 1, which is characterized in that step (1) described for consumer waste incineration point A, pollution contribution QAIt calculates as follows:
QANOxρNOx+αSO2ρSO2HClρHClPCDD/FsρPCDD/Fs
Wherein, αNOxFor the nitrogen oxides weight coefficient that experiment obtains, ρNOxFor the amount of nitrogen oxides that monitoring analysis obtains, αSO2 For the sulfur dioxide weight coefficient that experiment obtains, ρSO2For the content of sulfur dioxide that monitoring analysis obtains, αHClIt is obtained for experiment HCl weight coefficients, ρHClFor the HCl contents that monitoring analysis obtains, αPCDD/FsBioxin homologue weights system is obtained for experiment Number, ρPCDD/FsBioxin congener contents are obtained for monitoring analysis.
6. the Air Quality Forecast method based on incineration flue gas of household garbage as described in claim 1, which is characterized in that step (2) described for waste incineration point A, influence power P livingAComputational methods are as follows:
Wherein, βAFor the correction coefficient that experiment obtains, FAIt is real-time wind speed on waste incineration point A living and target area vector minute The effective wind that solution obtains, DAFor waste incineration point the distance between A and target area living.
7. the Air Quality Forecast method based on incineration flue gas of household garbage as described in claim 1, which is characterized in that step (3) it is specially:It is specific with the multiple consumer waste incineration point backtrackings of the close-proximity target zone using support vector cassification algorithm The influence value of time judges whether to need whether air pollution degree needs to alarm as feature.
8. a kind of Air Quality Forecast system based on incineration flue gas of household garbage, which is characterized in that including:It is set to target area The pollutant monitoring device of consumer waste incineration point near domain, the wind force vector acquisition device for being set to target area, dispersion It is arranged or the slave computer and host computer of concentrated setting;
The pollutant monitoring device is connected with the slave computer signal, the wind force vector acquisition device and the slave computer Signal is connected, and the slave computer is connected with the host computer signal.
9. the Air Quality Forecast system based on incineration flue gas of household garbage as claimed in claim 8, which is characterized in that described Pollutant monitoring device, for obtaining the nitrogen oxides in flue gas, sulfur dioxide, HCl He the discharge feelings of dioxin homologue Condition, and by amount of nitrogen oxides ρNOx, content of sulfur dioxide ρSO2, HCL contents ρHCL, chlorophenol content ρ1, high chlorine state PCDDs and/ Or the PCDFs contents ρ of high chlorine state2Pass to slave computer;It includes monitoring nitrogen oxide module, sulfur dioxide monitoring module, HCl The PCDFs monitoring modulars of monitoring modular, the PCDDs of chlorophenol monitoring modular and high chlorine state and/or high chlorine state.
10. the Air Quality Forecast system based on incineration flue gas of household garbage as claimed in claim 8, which is characterized in that institute Wind force vector acquisition device is stated, including anemometry module and wind direction measure module, is respectively used to obtain the wind-force of target area And wind speed, pass to the slave computer.
CN201810476974.5A 2018-05-18 2018-05-18 Air quality prediction method and system based on household garbage incineration flue gas Active CN108681792B (en)

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CN113837496A (en) * 2021-11-04 2021-12-24 长春嘉诚信息技术股份有限公司 Model prediction method for influence of straw burning on air quality
CN113837496B (en) * 2021-11-04 2024-05-14 长春嘉诚信息技术股份有限公司 Model prediction method for influence of straw incineration on air quality
CN116797104A (en) * 2023-08-21 2023-09-22 深圳市洛丁光电有限公司 Smart city distributed data acquisition processing method and system based on AIOT
CN116797104B (en) * 2023-08-21 2023-11-10 深圳市洛丁光电有限公司 Smart city distributed data acquisition processing method and system based on AIOT

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