CN108228840A - Environment monitoring control method, device, terminal and computer readable storage medium - Google Patents
Environment monitoring control method, device, terminal and computer readable storage medium Download PDFInfo
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- CN108228840A CN108228840A CN201810012419.7A CN201810012419A CN108228840A CN 108228840 A CN108228840 A CN 108228840A CN 201810012419 A CN201810012419 A CN 201810012419A CN 108228840 A CN108228840 A CN 108228840A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
Abstract
The embodiment of the invention discloses a kind of environment monitoring control method, device, terminal, computer readable storage medium and system, wherein, method includes：In real time obtain environment monitoring equipment acquired current contamination monitoring data, environment monitoring equipment current operating parameters and current operating conditions；Disposal of pollutants exception level is determined according to current contamination monitoring data；According to multiple current operating parameters and current operating conditions, unit exception grade is determined by machine learning and big data algorithm；Environment solution is determined according to disposal of pollutants exception level and equipment solution is determined according to unit exception grade；Environment solution is pushed into treatment people, and carry out Reverse Turning Control to environment monitoring equipment according to equipment solution.Implement the embodiment of the present invention, compensate for the blank that existing environmental monitoring system provides corresponding solution not according to environmental monitoring results, realize the real time monitoring to environment monitoring equipment and the Reverse Turning Control to environment monitoring equipment.
Description
Technical field
The present invention relates to environmental protection tests technical fields, and in particular to a kind of environment monitoring control method, device, terminal and meter
Calculation machine readable storage medium storing program for executing.
Background technology
In recent years, the pollution level of environment is higher and higher, because the social concern brought of problem of environmental pollution is also increasingly
Significantly, the environmental protection consciousness of people also gradually enhances.At present, environmental monitoring system generally comprises the analysis communicated with each other
Instrument, industrial personal computer and various data acquisition transmission instrument (i.e. Various types of data collector), workflow approximately as：Data acquire
Transmission instrument acquires various environmental datas, which is transmitted to analyzer analyzes to realize the monitoring to environment.It should
Environmental monitoring system is easy to operate, brings great convenience to maintenance work, but exists simultaneously following shortcoming：(1) only it is pair
Environment is monitored, and does not provide corresponding solution；(2) lack the real time monitoring to data acquisition transmission instrument, and cannot
The running parameter modification situation and operating status of data acquisition transmission instrument are found in time.
Invention content
The embodiment of the present invention is designed to provide a kind of environment monitoring control method, device, terminal and computer-readable
Storage medium provides corresponding solution, and realize the real time monitoring to environment monitoring equipment to be directed to environmental monitoring results.
To achieve the above object, in a first aspect, an embodiment of the present invention provides a kind of environment monitoring control method, including：
In real time obtain environment monitoring equipment acquired current contamination monitoring data, the environment monitoring equipment it is current
Running parameter and current operating conditions；
Disposal of pollutants exception level is determined according to the current contamination monitoring data；
According to multiple current operating parameters and current operating conditions, determine that equipment is different by machine learning and big data algorithm
Normal grade；
Environment solution is determined according to the disposal of pollutants exception level and is determined according to the unit exception grade
Equipment solution；
The environment solution is pushed into treatment people, and according to the equipment solution to the environment monitoring
Equipment carries out Reverse Turning Control.
As a kind of preferred embodiment of the application, the current contamination monitoring data include exhaust emission data
And Wastewater Pollutant data, determine that disposal of pollutants exception level specifically includes according to the current contamination monitoring data：
The current contamination monitoring data are compared with presetting database, to determine described disposal of pollutants exception etc.
Grade, it is stored with pollutant monitoring data interval and corresponding exception level in the data.
As a kind of preferred embodiment of the application, according to multiple current operating parameters and current operating conditions, pass through
Machine learning and big data algorithm determine that unit exception grade specifically includes：
Multiple current operating parameters are compared with presetting database, to determine the work at present changed
The number of parameter；
According to the number and current operating conditions, unit exception grade is determined by machine learning and big data algorithm.
As a kind of preferred embodiment of the application, the method further includes：
The equipment solution is pushed to and safeguards end.
Second aspect, an embodiment of the present invention provides a kind of environment monitoring control device, including：
Acquiring unit, for obtaining current contamination monitoring data, the environmental protection that environment monitoring equipment is acquired in real time
The current operating parameters and current operating conditions of monitoring device；
First determination unit, for determining disposal of pollutants exception level according to the current contamination monitoring data；And
For according to multiple current operating parameters and current operating conditions, unit exception etc. to be determined by machine learning and big data algorithm
Grade；
Second determination unit, for determining environment solution and according to institute according to the disposal of pollutants exception level
It states unit exception grade and determines equipment solution；
Push unit, for the environment solution to be pushed to treatment people, and according to the equipment solution
Reverse Turning Control is carried out to the environment monitoring equipment.
As a kind of preferred embodiment of the application, the current contamination monitoring data include air pollutants number
It is specifically used for according to, water quality pollutant data and soil pollutant data, first determination unit：
The current contamination monitoring data are compared with presetting database, to determine described disposal of pollutants exception etc.
Grade, it is stored with pollutant monitoring data interval and corresponding exception level in the data；
Multiple current operating parameters are compared with presetting database, to determine the work at present changed
The number of parameter；
According to the number and current operating conditions, unit exception grade is determined by machine learning and big data algorithm.
As a kind of optional embodiment of the application, the push unit is additionally operable to：
The equipment solution is pushed to and safeguards end.
The third aspect, the embodiment of the present invention additionally provide a kind of environment monitoring control terminal, are set including processor, input
Standby, output equipment and memory, the processor, input equipment, output equipment and memory are connected with each other, wherein, it is described to deposit
Reservoir is for storing computer program, and the computer program includes program instruction, and the processor is configured for calling institute
Program instruction is stated, performs the method described in above-mentioned first aspect.
Fourth aspect, an embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage
Media storage has computer program, and the computer program includes program instruction, and described program instructs when being executed by a processor
The processor is made to perform the method described in above-mentioned first aspect.
5th aspect, an embodiment of the present invention provides a kind of environment protection controls to monitor system, the environmental protection prison including communication connection
It surveys control terminal, multiple environment monitoring equipment and safeguards end.Wherein, the environment monitoring control terminal includes processor, defeated
Entering equipment, output equipment and memory, the processor, input equipment, output equipment and memory are connected with each other, wherein, institute
Memory is stated for storing computer program, the computer program includes program instruction, and the processor is configured for adjusting
It is instructed with described program, performs the method described in above-mentioned first aspect.
Implement the embodiment of the present invention, on the one hand, determine disposal of pollutants exception level according to current contamination monitoring data, and
Environment solution is determined according to disposal of pollutants exception level, environment solution is finally pushed into treatment people, is compensated for
Existing environmental monitoring system provides the blank of corresponding solution not according to environmental monitoring results；On the other hand, according to current work
Make parameter and current operating conditions, unit exception grade is determined, and according to unit exception by machine learning and big data algorithm
Grade determines equipment solution, finally carries out Reverse Turning Control to environment monitoring equipment according to equipment solution, so as to fulfill
To the real time monitoring of environment monitoring equipment, the Reverse Turning Control to environment monitoring equipment is further realized.
Description of the drawings
It, below will be to specific in order to illustrate more clearly of the specific embodiment of the invention or technical solution of the prior art
Embodiment or attached drawing needed to be used in the description of the prior art are briefly described.In all the appended drawings, similar element
Or part is generally identified by similar reference numeral.In attached drawing, each element or part might not be drawn according to practical ratio.
Fig. 1 is the schematic flow diagram for the environment monitoring control method that first embodiment of the invention provides；
Fig. 2 is the schematic flow diagram for the environment monitoring control method that second embodiment of the invention provides；
Fig. 3 is the structure diagram for the environment monitoring control device that first embodiment of the invention provides；
Fig. 4 is the structure diagram for the environment monitoring control terminal that first embodiment of the invention provides；
Fig. 5 is the structure diagram for the environment monitoring control system that first embodiment of the invention provides.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is part of the embodiment of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained without making creative work
Example, shall fall within the protection scope of the present invention.
It should be appreciated that ought use in this specification and in the appended claims, term " comprising " and "comprising" instruction
Described feature, entirety, step, operation, the presence of element and/or component, but one or more of the other feature, whole is not precluded
Body, step, operation, element, component and/or its presence or addition gathered.It is also understood that the institute in this description of the invention
The term used is not intended to limit the present invention merely for the sake of the purpose of description specific embodiment.Such as in description of the invention
With it is used in the attached claims like that, other situations unless the context is clearly specified, otherwise singulative
" one ", "one" and "the" are intended to include plural form.
It will be further appreciated that the term "and/or" used in description of the invention and the appended claims is
Refer to any combinations and all possible combinations of one or more of the associated item listed, and including these combinations.
As used in this specification and in the appended claims, term " if " can be according to context quilt
Be construed to " when ... " or " once " or " in response to determining " or " in response to detecting ".Similarly, phrase " if it is determined that " or
" if detecting [described condition or event] " can be interpreted to mean according to context " once it is determined that " or " in response to true
It is fixed " or " once detecting [described condition or event] " or " in response to detecting [described condition or event] ".
It please refers to Fig.1, is the flow diagram of environment monitoring control method that first embodiment of the invention is provided, such as scheme
Shown, this method may include steps of：
S101, in real time obtain environment monitoring equipment acquired current contamination monitoring data, environment monitoring equipment work as
Preceding running parameter and current operating conditions.
Wherein, environment monitoring equipment include but are not limited to air pollution monitoring equipment, Water Pollution Monitoring equipment and
Soil pollution monitoring equipment, air pollution monitoring equipment include not only being only limitted to various kinds of sensors, such as dust sensor, and water quality is dirty
Dye monitoring device includes but are not limited to water quality testing meter, and soil pollution monitoring equipment includes but are not limited to soil sensor.
Above-mentioned multiple environment monitoring equipment (may also be referred to as being environment monitoring control device or end with remote monitoring center
End) it is communicatively coupled, environment monitoring equipment acquires current contamination monitoring data in real time, and remote monitoring center obtains in real time works as
The current operating parameters and current operating conditions of preceding pollutant monitoring data, environment monitoring equipment.
S102 determines disposal of pollutants exception level according to current contamination monitoring data.
S103 according to multiple current operating parameters and current operating conditions, is determined by machine learning and big data algorithm
Unit exception grade.
Remote monitoring center determines disposal of pollutants exception level according to current contamination monitoring data, i.e. current environment is contaminated
Grade.Meanwhile remote monitoring center is calculated according to multiple running parameters and current operating conditions by machine learning and big data
Method determines unit exception grade.
S104 determines environment solution according to disposal of pollutants exception level and determines to set according to unit exception grade
Standby solution.
Environment solution is pushed to treatment people by S105, and according to equipment solution to environment monitoring equipment into
Row Reverse Turning Control.
Further, remote monitoring center determines environment solution according to disposal of pollutants exception level, and is pushed
To treatment people, treatment people performs the improvement of the environment solution to realize environmental pollution.Meanwhile remote monitoring center
Equipment solution is determined, and environment monitoring equipment is reversely controlled according to the equipment solution according to unit exception grade
System, such as by the running parameter changed modification back etc..
Implement the environment monitoring control method that the embodiment of the present invention is provided, on the one hand, number is monitored according to current contamination
Environment solution is determined according to determining disposal of pollutants exception level, and according to disposal of pollutants exception level, finally solves environment
Scheme pushes to treatment people, compensates for existing environmental monitoring system and provides corresponding solution not according to environmental monitoring results
Blank；On the other hand, according to current operating parameters and current operating conditions, equipment is determined by machine learning and big data algorithm
Exception level, and equipment solution is determined according to unit exception grade, finally environment monitoring is set according to equipment solution
It is standby to carry out Reverse Turning Control, it is achieved thereby that the real time monitoring of environment monitoring equipment, further realize and environment monitoring is set
Standby Reverse Turning Control.
It please refers to Fig.2, is the flow diagram of environment monitoring control method that second embodiment of the invention is provided, such as scheme
Shown, this method may include steps of：
S201 establishes the communication connection with multiple environment monitoring equipment.
Remote monitoring center (may also be referred to as being environment monitoring control device or terminal) foundation is set with multiple environment monitorings
Standby communication connection.Environment monitoring equipment include but are not limited to air pollution monitoring equipment, Water Pollution Monitoring equipment and
Soil pollution monitoring equipment, air pollution monitoring equipment include not only being only limitted to various kinds of sensors, such as dust sensor, and water quality is dirty
Dye monitoring device includes but are not limited to water quality testing meter, and soil pollution monitoring equipment includes but are not limited to soil sensor.
S202, in real time obtain environment monitoring equipment acquired current contamination monitoring data, environment monitoring equipment work as
Preceding running parameter and current operating conditions.
Remote monitoring center obtains the current contamination monitoring data that environment monitoring equipment acquired in real time, environment monitoring is set
Standby current operating parameters and current operating conditions.Wherein, current contamination monitoring data include exhaust emission data with
And Wastewater Pollutant data.Exhaust emission data include but are not limited to air pollution index or flue dust, total suspended particles
Object, inhalable suspended particulate substance (floating dust), nitrogen dioxide, sulfur dioxide, carbon monoxide, ozone and volatile organic compounds
Numerical value etc..When air pollutants data be flue dust, overall suspended pellet, inhalable suspended particulate substance (floating dust), nitrogen dioxide,
When sulfur dioxide, carbon monoxide, ozone and volatile organic compounds numerical value, following methods can be used, air dirt is calculated
Contaminate object index：
As certain pollutant concentration CI, j≤Ci≤CI, j+1When, pollute separate index number
In formula：IiIt is the pollution separate index number of i-th kind of pollutant；CiIt is the concentration value of i-th kind of pollutant；II, j
It is the pollution subitem exponential quantity of i-th kind of pollutant j turning point；CI, jIt is that i kinds pollutant (corresponds on jth turning point
II, j) concentration value；CI, j+1It is that i kinds pollutant on+1 turning point of jth (corresponds to II, j+1) concentration value；
After the pollution separate index number of various pollution parameters all calculates, air pollution of the maximum for the region or city is taken
Index A PI, API=max (I1, I2... Ii... In)。
Further, contaminated wastewater data include but are not limited to concentration value of heavy metal etc. in water.
Further, by taking dust sensor as an example, current operating parameters include but are not limited to：Total dust concentration measures model
It encloses：0mg/m3~500mg/m3 or 0mg/m3~1000mg/m3；Measurement error：≤ 15%；Output signal：200Hz~
1000Hz；1mA~5mA；Operating voltage：12V~24VDC (intrinsic safety electric source)；Maximum transmission distance：1500m；Appearance and size：
265mm×200mm×190mm；Weight：10kg.
Further, current operating conditions include not only being only limitted to normal operation and overload operation etc..
S203 determines disposal of pollutants exception level according to current contamination monitoring data.
Below by current contamination monitoring data for for exhaust emission index, description disposal of pollutants exception level determines
Process.
Exhaust emission index is with the Impacts on ecology and environment of every pollutant and its to people according to quality of air environment standard
Body health is influenced come the classification numerical value for determining pollution index and corresponding pollutant concentration limit value.According to standard, air pollution
Index is 0-50, and air quality rank is I grades；Air pollution index is 51-100, and air quality rank is II grade；Air is dirty
Staining index is 101-150, and air quality rank is III (1) grade；Air pollution index is 151-200, and air quality rank is III
(2) grade；Air pollution index is 201-300, and air quality rank is IV grade；Air pollution index is more than 300, air quality grade
It Wei not be V grades.
Remote monitoring center is stored with preset database, which contains pollutant monitoring data interval and right
The exception level answered, for example, section 1 (including air pollution index be 0-50) corresponding to exception level 1 (including air quality I
Grade), section 2 (being 51-100 including air pollution index) is corresponding to exception level 2 (including II grade of air quality), section 3
(being 101-150 including air pollution index) corresponding to exception level 3 (including the (1) grade of air quality III), section 4 is (including sky
Gas pollution index is 151-200) corresponding to exception level 4 (including the (2) grade of air quality III), section 5 (refers to including air pollution
Number is 201-300) corresponding to exception level 5 (including IV grade of air quality), section 6 (including air pollution index be more than
300) corresponding to exception level 6 (including V grades of air quality).
When the air pollution index acquired in remote monitoring center is 220, it with database is compared, obtains sky
Gas pollution index 220 falls into section 5, thus may determine that it is 5 to go out disposal of pollutants exception level.
S204 according to multiple current operating parameters and current operating conditions, is determined by machine learning and big data algorithm
Unit exception grade.
The standard running parameter of multiple environment monitoring equipment is stored in above-mentioned database, which is environmental protection
Monitoring device is set when dispatching from the factory.After remote monitoring center obtains multiple current operating parameters, by it with being deposited in database
The standard running parameter of storage is compared, and may thereby determine that out whether the running parameter of equipment is changed, and then count and set
The number that standby running parameter is changed.Further, it according to number and current operating conditions, is calculated by machine learning and big data
Method can determine that unit exception grade, such as determine that unit exception grade is 1 in the present embodiment.
S205 determines environment solution according to disposal of pollutants exception level and determines to set according to unit exception grade
Standby solution.
After determining disposal of pollutants exception level and unit exception grade, remote monitoring center can correspondingly determine ring
Border solution and equipment solution.For example, when disposal of pollutants exception level is 5, corresponding environment solution party
Case is：Artificial intervention intervention, such as vehicle restricted driving or rain making etc.；When unit exception grade is 1, corresponding equipment solution
Certainly scheme is：Long-range temporary close environment monitoring equipment or modification parameter etc..
Environment solution is pushed to treatment people by S206, and according to equipment solution to environment monitoring equipment into
Row Reverse Turning Control.
Environment solution is pushed to treatment people by remote monitoring center, and treatment people performs the environment solution,
Such as check and correction instrument, supplement reagent etc..Meanwhile remote monitoring center can carry out remotely environmental protection equipment according to equipment solution
The Reverse Turning Controls such as temporary close environment monitoring equipment or modification parameter operate.
It should be noted that remote monitoring center monitors number in the current contamination that acquisition environment monitoring equipment is acquired
According to, environment monitoring equipment current operating parameters and current operating conditions when, it is obtained can also to obtain environment monitoring equipment
Pollution sources facility information.Therefore, environment solution includes pollution sources facility information, and staff can be according to environment solution party
Case remotely controls pollution source device, such as closes pollution sources, to improve pollution situation.
Equipment solution is pushed to and safeguards end by S207.
When unit exception grade is relatively low, corresponding to equipment solution can not push outward, in remote monitoring
The administrative staff of the heart can remotely realize the Reverse Turning Control to environment monitoring equipment according to the equipment solution.Such as
When what exception level was shown is only that running parameter is changed, administrative staff can remotely modify in remote monitoring center.And
When unit exception is higher ranked, such as there is the failure of environment monitoring equipment, it is necessary to maintenance personal be notified to be carried out to scene
Repair.At this point, remote monitoring center, which can push to equipment solution, safeguards end, so as to which maintenance personal be notified to carry out live dimension
It repaiies.Safeguard that the equipment solution at end includes but are not limited to following information it should be noted that pushing to：Equipment manufacturer sets
Standby model, the specific fault condition of equipment and equipment specific location etc..
Implement the environment monitoring control method that the embodiment of the present invention is provided, on the one hand, number is monitored according to current contamination
Environment solution is determined according to determining disposal of pollutants exception level, and according to disposal of pollutants exception level, finally solves environment
Scheme pushes to treatment people, compensates for existing environmental monitoring system and provides corresponding solution not according to environmental monitoring results
Blank；On the other hand, according to current operating parameters and current operating conditions, equipment is determined by machine learning and big data algorithm
Exception level, and equipment solution is determined according to unit exception grade, finally environment monitoring is set according to equipment solution
It is standby to carry out Reverse Turning Control, it is achieved thereby that the real time monitoring of environment monitoring equipment, further realize and environment monitoring is set
Standby Reverse Turning Control.
Correspondingly, on the basis of the environment monitoring control method provided in above-described embodiment, the embodiment of the present invention also carries
A kind of environment monitoring control device is supplied.It please refers to Fig.3, which includes：
Acquiring unit 10, for obtaining current contamination monitoring data, the environmental protection prison that environment monitoring equipment is acquired in real time
The current operating parameters and current operating conditions of measurement equipment；Wherein, current contamination monitoring data include air pollutants number
According to, water quality pollutant data and soil pollutant data；
First determination unit 11, for determining disposal of pollutants exception level according to current contamination monitoring data；And it uses
According to multiple current operating parameters and current operating conditions, unit exception etc. is determined by machine learning and big data algorithm
Grade；
Second determination unit 12, for determining environment solution and according to equipment according to disposal of pollutants exception level
Exception level determines equipment solution；
Push unit 13, for environment solution to be pushed to treatment people, and according to equipment solution to environmental protection
Monitoring device carries out Reverse Turning Control.
Further, the first determination unit 11 is specifically used for：
Current contamination monitoring data with presetting database are compared, to determine environmental abnormality grade, are deposited in data
Contain pollutant monitoring data interval and corresponding exception level；
Multiple current operating parameters are compared with presetting database, to determine for the current operating parameters changed
Number；
According to number and current operating conditions, unit exception grade is determined by machine learning and big data algorithm.
Further, push unit 13 is specifically used for：
Equipment solution is pushed to and safeguards end.
It should be noted that in the present embodiment environmentally friendly monitor controller specific workflow, please refer to aforementioned environmental protection
The description of monitoring and control method embodiment part, details are not described herein.
Implement the environment monitoring control device that the embodiment of the present invention is provided, on the one hand, number is monitored according to current contamination
Environment solution is determined according to determining environmental abnormality grade, and according to environmental abnormality grade, finally pushes environment solution
To treatment people, the blank that existing environmental monitoring system provides corresponding solution not according to environmental monitoring results is compensated for；Separately
On the one hand, according to current operating parameters and current operating conditions, unit exception etc. is determined by machine learning and big data algorithm
Grade, and equipment solution is determined according to unit exception grade, finally environment monitoring equipment is carried out according to equipment solution
Reverse Turning Control it is achieved thereby that the real time monitoring of environment monitoring equipment, is further realized to the anti-of environment monitoring equipment
To control.
Further, on the basis of the environment monitoring control method and device provided in above-described embodiment, the present invention is real
It applies example and additionally provides a kind of environment monitoring control terminal.As shown in figure 4, the environment monitoring control terminal, can include：One or
Multiple processors 101, one or more input equipments 102, one or more output equipments 103 and memory 104, above-mentioned processing
Device 101, input equipment 102, output equipment 103 and memory 104 are connected with each other by bus 105.Memory 104 is used to store
Computer program, the computer program include program instruction, and the processor 101 is configured for calling described program instruction
It performs：
The work at present of current contamination monitoring data, environment monitoring equipment that environment monitoring equipment is acquired is obtained in real time
Parameter and current operating conditions；
Disposal of pollutants exception level is determined according to current contamination monitoring data；
According to multiple current operating parameters and current operating conditions, determine that equipment is different by machine learning and big data algorithm
Normal grade；
Environment solution is determined according to disposal of pollutants exception level and determines that equipment solves according to unit exception grade
Scheme；
Environment solution is pushed into treatment people, and environment monitoring equipment is carried out reversely according to equipment solution
Control.
Current contamination monitoring data include air pollutants data, water quality pollutant data and soil pollutant number
According to further, the processor 101 is configured for that described program instruction is called to perform：
Current contamination monitoring data with presetting database are compared, to determine environmental abnormality grade, are deposited in data
Contain pollutant monitoring data interval and corresponding exception level.
Further, the processor 101 is configured for that described program instruction is called to perform：
Multiple current operating parameters are compared with presetting database, to determine for the current operating parameters changed
Number；
According to number and current operating conditions, unit exception grade is determined by machine learning and big data algorithm.
Further, the processor 101 is configured for that described program instruction is called to perform：
Equipment solution is pushed to and safeguards end.
It should be appreciated that in embodiments of the present invention, alleged processor 101 can be central processing unit (Central
Processing Unit, CPU), which can also be other general processors, digital signal processor (Digital
Signal Processor, DSP), application-specific integrated circuit (Application Specific Integrated Circuit,
ASIC), ready-made programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic
Device, discrete gate or transistor logic, discrete hardware components etc..General processor can be microprocessor or this at
It can also be any conventional processor etc. to manage device.
Input equipment 102 can include Trackpad, fingerprint and adopt sensor (for acquiring the finger print information of user and fingerprint
Directional information), microphone etc., output equipment 103 can include display (LCD etc.), loud speaker etc..
The memory 104 can include read-only memory and random access memory, and to processor 101 provide instruction and
Data.The a part of of memory 104 can also include nonvolatile RAM.For example, memory 104 can also be deposited
Store up the information of device type.
In the specific implementation, processor 101, input equipment 102, the output equipment 103 described in the embodiment of the present invention can
The realization method described in the embodiment of environment monitoring control method provided in an embodiment of the present invention is performed, it is no longer superfluous herein
It states.
Implement the environment monitoring control terminal of the embodiment of the present invention, on the one hand, determine according to current contamination monitoring data
Disposal of pollutants exception level, and environment solution is determined according to disposal of pollutants exception level, finally environment solution is pushed away
It send to treatment people, compensates for the blank that existing environmental monitoring system provides corresponding solution not according to environmental monitoring results；
On the other hand, according to current operating parameters and current operating conditions, unit exception is determined by machine learning and big data algorithm
Grade, and equipment solution is determined according to unit exception grade, finally according to equipment solution to environment monitoring equipment into
Row Reverse Turning Control it is achieved thereby that the real time monitoring of environment monitoring equipment, is further realized to environment monitoring equipment
Reverse Turning Control.
Correspondingly, an embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage mediums
Matter is stored with computer program, and the computer program includes program instruction, and described program instruction is realized when being executed by processor：
Above-mentioned environment monitoring control method.
Further, on the basis of the environment monitoring control method and terminal that are provided in above-described embodiment, the present invention is real
It applies example and additionally provides a kind of environment monitoring control system.As shown in figure 5, the system includes the environment monitoring control of communication connection eventually
It holds 100, multiple environment monitoring equipment 200 and safeguards end 300.Wherein, the environment monitoring control terminal 100 includes processing
Device, input equipment, output equipment and memory, the processor, input equipment, output equipment and memory are connected with each other,
In, the memory is for storing computer program, and the computer program includes program instruction, and the processor is configured to use
In calling described program instruction, above-mentioned environment monitoring control method is performed.
Implement the environment monitoring control system that the embodiment of the present invention is provided, on the one hand, number is monitored according to current contamination
Environment solution is determined according to determining disposal of pollutants exception level, and according to disposal of pollutants exception level, finally solves environment
Scheme pushes to treatment people, compensates for existing environmental monitoring system and provides corresponding solution not according to environmental monitoring results
Blank；On the other hand, according to current operating parameters and current operating conditions, equipment is determined by machine learning and big data algorithm
Exception level, and equipment solution is determined according to unit exception grade, finally environment monitoring is set according to equipment solution
It is standby to carry out Reverse Turning Control, it is achieved thereby that the real time monitoring of environment monitoring equipment, further realize and environment monitoring is set
Standby Reverse Turning Control.
Those of ordinary skill in the art may realize that each exemplary lists described with reference to the embodiments described herein
Member and algorithm steps can be realized with the combination of electronic hardware, computer software or the two, in order to clearly demonstrate hardware
With the interchangeability of software, each exemplary composition and step are generally described according to function in the above description.This
A little functions are performed actually with hardware or software mode, specific application and design constraint depending on technical solution.Specially
Industry technical staff can realize described function to each specific application using distinct methods, but this realization is not
It is considered as beyond the scope of this invention.
In several embodiments provided herein, it should be understood that disclosed device, terminal, system and method,
It can realize by another way.For example, device described above, terminal and system embodiment are only schematical,
For example, the division of the unit, only a kind of division of logic function, can there is other dividing mode, example in actual implementation
Such as multiple units or component may be combined or can be integrated into another system or some features can be ignored or does not perform.
In addition, shown or discussed mutual coupling, direct-coupling or communication connection can be by some interfaces, device
Or the INDIRECT COUPLING of unit or communication connection or electricity, mechanical or other forms connections.
The unit illustrated as separating component may or may not be physically separate, be shown as unit
The component shown may or may not be physical unit, you can be located at a place or can also be distributed to multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the embodiment of the present invention
Purpose.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it can also
It is that each unit is individually physically present or two or more units integrate in a unit.It is above-mentioned integrated
The form that hardware had both may be used in unit is realized, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and is independent product sale or uses
When, it can be stored in a computer read/write memory medium.Based on such understanding, technical scheme of the present invention is substantially
The part to contribute in other words to the prior art or all or part of the technical solution can be in the form of software products
It embodies, which is stored in a storage medium, is used including some instructions so that a computer
Equipment (can be personal computer, server or the network equipment etc.) performs the complete of each embodiment the method for the present invention
Portion or part steps.And aforementioned storage medium includes：USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey
The medium of sequence code.
The above description is merely a specific embodiment, but protection scope of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can readily occur in various equivalent modifications or replace
It changes, these modifications or substitutions should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be with right
It is required that protection domain subject to.
Claims (10)
1. a kind of environment monitoring control method, which is characterized in that including：
The work at present of current contamination monitoring data, the environment monitoring equipment that environment monitoring equipment is acquired is obtained in real time
Parameter and current operating conditions；
Disposal of pollutants exception level is determined according to the current contamination monitoring data；
According to multiple current operating parameters and current operating conditions, unit exception etc. is determined by machine learning and big data algorithm
Grade；
Environment solution is determined according to the disposal of pollutants exception level and equipment is determined according to the unit exception grade
Solution；
The environment solution is pushed into treatment people, and according to the equipment solution to the environment monitoring equipment
Carry out Reverse Turning Control.
2. environment monitoring control method as described in claim 1, which is characterized in that the current contamination monitoring data include
Exhaust emission data and Wastewater Pollutant data determine disposal of pollutants exception etc. according to the current contamination monitoring data
Grade specifically includes：
The current contamination monitoring data are compared with presetting database, to determine the disposal of pollutants exception level,
Pollutant monitoring data interval and corresponding exception level are stored in the data.
3. environment monitoring control method as claimed in claim 2, which is characterized in that according to multiple current operating parameters and currently
Operating status determines that unit exception grade specifically includes by machine learning and big data algorithm：
Multiple current operating parameters are compared with presetting database, to determine the current operating parameters changed
Number；
According to the number and current operating conditions, unit exception grade is determined by machine learning and big data algorithm.
4. environment monitoring control method as claimed in claim 3, which is characterized in that the method further includes：
The equipment solution is pushed to and safeguards end.
5. a kind of environment monitoring control device, which is characterized in that including：
Acquiring unit, for obtaining current contamination monitoring data, the environment monitoring that environment monitoring equipment is acquired in real time
The current operating parameters and current operating conditions of equipment；
First determination unit, for determining disposal of pollutants exception level according to the current contamination monitoring data；And it is used for
According to multiple current operating parameters and current operating conditions, unit exception grade is determined by machine learning and big data algorithm；
Second determination unit, for determining environment solution according to the disposal of pollutants exception level and being set according to described
Standby exception level determines equipment solution；
Push unit, for the environment solution to be pushed to treatment people, and according to the equipment solution to institute
It states environment monitoring equipment and carries out Reverse Turning Control.
6. environment monitoring control device as claimed in claim 5, the current contamination monitoring data include exhaust emission
Data and Wastewater Pollutant data, first determination unit are specifically used for：
The current contamination monitoring data are compared with presetting database, to determine the disposal of pollutants exception level,
Pollutant monitoring data interval and corresponding exception level are stored in the data；
Multiple current operating parameters are compared with presetting database, to determine the current operating parameters changed
Number；
According to the number and current operating conditions, unit exception grade is determined by machine learning and big data algorithm.
7. environment monitoring control device as claimed in claim 6, which is characterized in that the push unit is additionally operable to：
The equipment solution is pushed to and safeguards end.
8. a kind of environment monitoring control terminal, which is characterized in that including processor, input equipment, output equipment and memory, institute
Processor, input equipment, output equipment and memory is stated to be connected with each other, wherein, the memory is used to store computer program,
The computer program includes program instruction, and the processor is configured for calling described program instruction, and performing right such as will
Seek 1-4 any one of them methods.
9. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage has computer journey
Sequence, the computer program include program instruction, and described program instruction makes the processor perform such as when being executed by a processor
Claim 1-4 any one of them methods.
10. a kind of environment protection control monitors system, the environment monitoring control terminal including communication connection, multiple environment monitoring equipment with
And safeguard end, which is characterized in that the environment monitoring control terminal includes processor, input equipment, output equipment and memory,
The processor, input equipment, output equipment and memory are connected with each other, wherein, the memory is used to store computer journey
Sequence, the computer program include program instruction, and the processor is configured for calling described program instruction, performs such as right
It is required that 1-4 any one of them methods.
Priority Applications (1)
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| CN201810012419.7A CN108228840A (en) | 2018-01-05 | 2018-01-05 | Environment monitoring control method, device, terminal and computer readable storage medium |
Applications Claiming Priority (1)
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|---|---|---|---|
| CN201810012419.7A CN108228840A (en) | 2018-01-05 | 2018-01-05 | Environment monitoring control method, device, terminal and computer readable storage medium |
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| CN201810012419.7A Pending CN108228840A (en) | 2018-01-05 | 2018-01-05 | Environment monitoring control method, device, terminal and computer readable storage medium |
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| CN113220520A (en) * | 2020-01-21 | 2021-08-06 | 赫克斯冈技术中心 | ML for process monitoring |
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| CN109374044B (en) * | 2018-09-30 | 2023-11-10 | 国际商业机器（中国)投资有限公司 | Intelligent automatic restoration method and device for multi-parameter environment monitoring equipment |
| CN109374044A (en) * | 2018-09-30 | 2019-02-22 | 北京英视睿达科技有限公司 | A kind of mostly ginseng enviromental monitoring equipment intelligence self-repairing method and device |
| CN111001275A (en) * | 2018-10-08 | 2020-04-14 | 上海洁鹿环保科技有限公司 | Data processing method and device for waste gas treatment system and storable medium |
| CN111001275B (en) * | 2018-10-08 | 2021-12-07 | 上海洁鹿环保科技有限公司 | Data processing method and device for waste gas treatment system and storable medium |
| CN109377095A (en) * | 2018-11-26 | 2019-02-22 | 广东常备环境信息科技有限公司 | Management system after pollutant discharging license card |
| CN109377095B (en) * | 2018-11-26 | 2020-10-30 | 广东常备环境信息科技有限公司 | Post-pollution discharge license management system |
| CN109900326A (en) * | 2019-03-28 | 2019-06-18 | 浦项(张家港)不锈钢股份有限公司 | Environmental pollution monitoring system and method |
| CN110412215A (en) * | 2019-07-08 | 2019-11-05 | 东华大学 | The rapid detection method of exhaust emissions exception based on TSTKS algorithm |
| CN113220520A (en) * | 2020-01-21 | 2021-08-06 | 赫克斯冈技术中心 | ML for process monitoring |
| CN113220520B (en) * | 2020-01-21 | 2023-12-12 | 赫克斯冈技术中心 | Method for monitoring behavior of physical subprocess and computer readable storage device |
| CN112214538A (en) * | 2020-10-22 | 2021-01-12 | 上海为瀚环保科技有限公司 | Intelligent gridding system based on ambient air micro station |
| CN114577481A (en) * | 2020-12-02 | 2022-06-03 | 新智数字科技有限公司 | Pollution index monitoring method and device for gas internal combustion engine |
| CN114577481B (en) * | 2020-12-02 | 2024-01-12 | 新奥新智科技有限公司 | Pollution index monitoring method and device for gas internal combustion engine |
| CN113327071A (en) * | 2021-08-04 | 2021-08-31 | 深圳市深水水务咨询有限公司 | 5G-based environment management method and device, computer equipment and storage medium |
| CN115034136A (en) * | 2022-06-16 | 2022-09-09 | 深圳市安帕尔科技有限公司 | Environment monitoring method, system, terminal equipment and storage medium |
| CN115936492A (en) * | 2022-11-24 | 2023-04-07 | 双阳化工淮安有限公司 | Chemical production exhaust emission automatic monitoring system |
| CN115936492B (en) * | 2022-11-24 | 2023-10-20 | 双阳化工淮安有限公司 | Automatic monitoring system for tail gas emission in chemical production |
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