CN109120699A - Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission - Google Patents

Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission Download PDF

Info

Publication number
CN109120699A
CN109120699A CN201810952717.4A CN201810952717A CN109120699A CN 109120699 A CN109120699 A CN 109120699A CN 201810952717 A CN201810952717 A CN 201810952717A CN 109120699 A CN109120699 A CN 109120699A
Authority
CN
China
Prior art keywords
emission
concentration
purpose project
machinery
server
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201810952717.4A
Other languages
Chinese (zh)
Inventor
刘春朝
李宣秋
张圆圆
侯文军
宣苓娟
胡凯
李东浪
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shantui Chutian Construction Machinery Co Ltd
Original Assignee
Shantui Chutian Construction Machinery Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shantui Chutian Construction Machinery Co Ltd filed Critical Shantui Chutian Construction Machinery Co Ltd
Priority to CN201810952717.4A priority Critical patent/CN109120699A/en
Publication of CN109120699A publication Critical patent/CN109120699A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/02Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
    • H04L67/025Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/56Provisioning of proxy services
    • H04L67/565Conversion or adaptation of application format or content
    • H04L67/5651Reducing the amount or size of exchanged application data

Abstract

The embodiment of the invention discloses long-distance monitoring method, device, equipment and the storage mediums of a kind of engineering machinery emission.This method comprises: the concentration data of the emission of purpose project machinery described in detection time rule detection according to purpose project machinery;The concentration data is encoded according to pre-arranged code rule, and the concentration coded representation of emission is uploaded to server, so that server described in terminal access remotely monitors the purpose project machinery.The embodiment of the present invention realize can the emission situation in real time to engineering machinery remotely monitored, the collection of data and the upgrading of technology are used for engineering machinery for effective supervision of engineering machinery emission behaviour and equipment manufacturer convenient for relevant environment administrative department.And by by it is actually detected to emissions concentration data be converted to be easy to transmit coded representation, improve the uploading speed and confidentiality of data, reduce the upload cost of data.

Description

Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission
Technical field
The present embodiments relate to technical field of engineering machinery more particularly to a kind of long-range monitoring of engineering machinery emission Method, apparatus, equipment and storage medium.
Background technique
With the rapid development of industry, various engineer operation fields require to complete by all kinds of engineering machinery.Engineering Machinery refers to needed for all restoration in earth-rock construction engineerings, pavement construction and maintenance, the operation of flow-type lift and various architectural engineerings Comprehensive mechanized construction engineering necessary to mechanized equipment.However engineering machinery power source is fired by power of diesel oil mostly Material, and the special combustion characteristics of the specific fuel characteristic of diesel oil and diesel engine, so that diesel emissions, which become, influences air matter The important pollution sources of amount.
Currently, the prior art is to the monitoring of engineering machinery emission mainly in engine production unit to coherent detection machine When structure is detected or when the self-test of engine production producer, to the data of engine emission pollutant on laboratory bench Acquisition, analysis and processing.
However, since that there are quantity is more, distribution is extensive, operation is irregular and job location is not fixed for engineering machinery The features such as, the prior art can not to engine assembly after overall engineering machine and engineering machinery factory use certain time Engine emission situation afterwards in real time and remotely monitor.And since there is no the pacts for forcing periodically online detection for engineering machinery Beam regulation and measure, the diesel emission after causing engineering machinery to dispatch from the factory are substantially at uncontrolled state.
Summary of the invention
The embodiment of the invention provides a kind of long-distance monitoring method of engineering machinery emission, device, equipment and storages to be situated between Matter, can the emission situation in real time to engineering machinery remotely monitored.
In a first aspect, the embodiment of the invention provides a kind of long-distance monitoring methods of engineering machinery emission, comprising:
The concentration data of the emission of purpose project machinery described in detection time rule detection according to purpose project machinery;
The concentration data is encoded according to pre-arranged code rule, and the concentration coded representation of emission is uploaded to Server, so that server described in terminal access remotely monitors the purpose project machinery.
Second aspect, the embodiment of the invention provides a kind of long-distance monitorng devices of engineering machinery emission, comprising:
Emissions concentration detection module, for purpose project described in the detection time rule detection according to purpose project machinery The concentration data of mechanical emission;
Emissions concentration monitoring module, for being encoded according to pre-arranged code rule to the concentration data, and will row The concentration coded representation for putting object is uploaded to server, so that server described in terminal access carries out far the purpose project machinery Range monitoring.
The third aspect, the embodiment of the invention provides a kind of equipment, comprising:
One or more processors;
Memory, for storing one or more programs;
When one or more of programs are executed by one or more of processors, so that one or more of processing Device realizes the long-distance monitoring method of engineering machinery emission described in any embodiment of that present invention.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, are stored thereon with computer journey Sequence realizes the long-range monitoring side of engineering machinery emission described in any embodiment of that present invention when the program is executed by processor Method.
The embodiment of the present invention according to purpose project machinery detection time rule detection purpose project mechanical drain object it is dense Degree evidence, and coded treatment is carried out to the emissions concentration data detected, the concentration data after coding is uploaded to server, To enable the terminals to remotely monitor the emission behaviour of engineering machinery by accessing server.The embodiment of the present invention pass through by The concentration of purpose project mechanical drain object in real time or periodically detect and upload, and realizing can be in real time to engineering machinery Emission situation is remotely monitored, effective supervision convenient for relevant environment administrative department for engineering machinery emission behaviour, with And equipment manufacturer uses the collection of data and the upgrading of technology for engineering machinery.And by the way that the actually detected emission arrived is dense Degree improves the uploading speed and confidentiality of data, reduces the upload of data according to the coded representation for being easy to transmit is converted to Cost.
Detailed description of the invention
Fig. 1 is a kind of flow chart of the long-distance monitoring method for engineering machinery emission that the embodiment of the present invention one provides;
Fig. 2 is a kind of flow chart of the long-distance monitoring method of engineering machinery emission provided by Embodiment 2 of the present invention;
Fig. 3 is a kind of structural representation of the long-distance monitorng device for engineering machinery emission that the embodiment of the present invention three provides Figure;
Fig. 4 is the long-range monitoring strategies schematic diagram for the engineering machinery emission that the embodiment of the present invention three provides;
Fig. 5 is a kind of structural schematic diagram for equipment that the embodiment of the present invention four provides.
Specific embodiment
The embodiment of the present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this Locate described specific embodiment and is used only for explaining the embodiment of the present invention, rather than limitation of the invention.It further needs exist for Bright, only parts related to embodiments of the present invention are shown for ease of description, in attached drawing rather than entire infrastructure.
Non-rice habitats engineering machinery power source is mostly using diesel oil as power fuel, and the specific fuel characteristic and diesel engine of diesel oil Special combustion characteristics, make exhausted pollutant of diesel engine become important pollution sources.And it has the following characteristics that
(1) exhaust emissions amount is big: to provide enough power, the matched engine swept volume of non-rice habitats engineering machinery institute is universal It is higher, it is generally several to be raised to several decaliters etc.;
(2) emission is strong to damage by air pollution: since non-rice habitats engineering machinery discharge amount is larger, the CO that is discharged, HC, NOx and PM are most important gaseous state and solid-state pollutant component;
(3) complete machine quantity is more, widely distributed, monitoring is difficult: by the end of the end of the year 2016, the country is using diesel engine as power The non-rice habitats engineering machinery ownership in source has reached 577-625 ten thousand, and quantity is also continuing to increase, these non-rice habitats engineerings Mechanical distribution is in construction site in all parts of the country, it is difficult to form unified effective monitoring.
The problem that the invention patent is difficult for the monitoring of non-rice habitats engineering machinery internal combustion engine exhaust emissions, disposition is difficult, proposes A kind of long-distance monitoring method of engineering machinery emission.
Embodiment one
Fig. 1 is a kind of flow chart of the long-distance monitoring method for engineering machinery emission that the embodiment of the present invention one provides, this Embodiment is applicable to the case where the carrying out real-time remote monitoring that discharge pollutants to non-rice habitats engineering machinery, and this method can be by one The long-distance monitorng device of engineering machinery emission is planted to execute.This method specifically comprises the following steps:
Step 110, according to purpose project machinery detection time rule detection purpose project machinery emission concentration Data.
In the specific embodiment of the invention, engineering machinery refers to all restoration in earth-rock construction engineerings, pavement construction and maintenance, flowing Mechanized equipment necessary to comprehensive mechanized construction engineering needed for the operation of formula lift and various architectural engineerings, is referred to as For engineering machinery, such as bull-dozer and excavator etc..Purpose project machinery in the present embodiment refer to some to be monitored or certain The engineering machinery of class.Correspondingly, different engineering machinery individuals or different types of engineering machinery, emission situation are poor It is different, thus type and subsidiary parameter of the present embodiment according to purpose project machinery, the determining inspection to match with purpose project machinery Survey time rule.Wherein, subsidiary parameter includes purpose project mechanical current service life, history repair and currently makes With at least one in status information.For example, determining certain earth mover A progress primary sample detection in every 300 seconds, determine that certain is small Type excavator B progress primary sample detection in every 600 seconds.
In the present embodiment, the exhaust emission of engineering machinery refers to that engineering machinery is arranged using after diesel combustion from exhaust pipe The gas for entering atmosphere contains a large amount of carbon monoxide (CO), hydrocarbon (HC), nitrogen oxides (NOx) and particulate matter (Particulate Matter, PM) etc. is to environment and the harmful substance of human body, it is necessary to control effectively to it.Wherein, Grain object (PM) refers to according to GB20891-2014 " non-rice habitats mechanically moving exhausted pollutant of diesel engine emission limit and measurement side Method (Chinese third and fourth stage) " defined test method, in the diluted exhaust that temperature is no more than 325K (52 DEG C), by advising All substances in the exhaust that fixed filter medium is collected into.Include wherein the pellets such as the PM2.5 often said, easily causes The respiratory disease of people.
The present embodiment is according to the incidence relation between engineering machinery and preset detection time rule, according to purpose project machine The detection time rule of tool, when normal working of engine, at regular intervals cycle T to the exhaust emission of engineering machinery into Row primary sample detection, to obtain the concentration data of the mechanical real-time or period the exhaust emission of purpose project.
Illustratively, the present embodiment can use vehicle mounted tail gas detection device (Portable Emission Measurement System, PEMS) real-time detection engineering machinery exhaust emissions it is horizontal.With 240 horsepowers of bull-dozers of certain model For, according to the incidence relation between engineering machinery and preset detection time rule, when determining the detection of purpose project machinery Between rule.After the engine start of bull-dozer, one is carried out every 300 seconds exhaust emissions to engine by airborne PEMS Sub-sampling detection, to obtain the concentration values of emission.Assuming that the concentration of CO is 2.33g/ (KWh), the concentration of HC is The concentration of 1.51g/ (KWh), NOx are 0.40g/ (KWh), and the concentration of PM is 0.82g/ (KWh).
Step 120 encodes concentration data according to pre-arranged code rule, and will be in the concentration coded representation of emission Server is reached, so that terminal access server remotely monitors purpose project machinery.
In the specific embodiment of the invention, pre-arranged code rule refer to the detection project for emission, concentration values with And code indicates the pre-set enquiry form of incidence relation institute of three.The coding of concentration data is referred to by tabling look-up, according to According to the concentration gradient threshold value and code of various types of emission in the type of emission, concentration data numerical value and pre-arranged code rule The corresponding relationship of expression determines that the corresponding code of the concentration data of emission indicates;According to pre-arranged code rule and emission Code indicate obtain purpose project machinery emissions concentration coded representation.It is occupied to reduce emissions concentration data Memory headroom, the flow consumption for reducing data transmission and the monitoring cost to purpose project machinery, improve emissions concentration number According to upper transfer efficiency and data safety.
Specifically, airborne PEMS in engineering machinery is when completing the Concentration Testing of emission, by the concentration numbers of emission According to the electronic control unit (Electronic Control Unit, ECU) for being transmitted to engineering machinery, completed by complete machine ECU to dense The coding of degree evidence and analysis.Wherein entirety ECU is work machine control system load bearing unit, includes hardware and software two Point.Meanwhile purpose project mechanical current location information and work state information can be acquired, and available purpose project machine The complete machine encoded information of tool and positioning terminal identification code information for acquiring location information.Wherein integrated in engineering machinery Global position system has the function of positioning overall engineering machine location information, while being also equipped with the specified complete machine key message of upload Function, and then the above- mentioned information of engineering machinery can be uploaded in server together by global position system.Correspondingly, Server restores emissions concentration coded representation to original concentration data according to pre-arranged code rule to carry out classified and stored, and will Corresponding relationship between the storage location of emissions concentration coded representation, complete machine encoded information and positioning terminal identification code information It is stored, so that terminal access server remotely monitors purpose project machinery.
In the present embodiment, server, which refers to, to be integrated in engineering machinery, the satellite for being positioned to engineering machinery The provider network server of position system platform or being used for real-time storage and analysis and visit being provided for overall engineering machine manufacturer The customized module asked.Correspondingly, being not that all terminals in network all have access authority, in terminal access server to mesh Before mark engineering machinery remotely monitor, complete-system vendor and government regulator can be used access according to specific business need Family is grouped processing, to pre-establish corresponding access authority setting rule, for example, for initial data, the retrospect time, The different data such as download statistics are that different groups assign different rights, in order to supervision department's supervision and complete-system vendor's data confidentiality Management.And then in terminal access server, server identifies the access account and business demand of terminal, and according to knowledge Other result is configured the access authority of terminal.So that terminal accesses server according to access authority, thus to purpose project Machinery is remotely monitored.
In addition, terminal is when accessing to the storing data in server, it is acceptable according to access authority and target The emissions concentration data of engineering machinery issue control instruction to purpose project mechanical remote, so that engineering machinery response control refers to It enables, controls the accelerator open degree of the engine throttle of purpose project machinery.For example, terminal is dense according to the emission to server access Degree evidence, when emission is excessively serious, according to permission in time to purpose project it is mechanical under send instructions, to control purpose project Mechanical discharge amount, limited target engineering machinery is for the pollution of environment and the normal operation of maintenance purpose project machinery.
The technical solution of the present embodiment, according to the detection time rule detection purpose project mechanical drain of purpose project machinery The concentration data of object, and coded treatment is carried out to the emissions concentration data detected, the concentration data after coding is uploaded to Server, to enable the terminals to remotely monitor the emission behaviour of engineering machinery by accessing server.The present invention is implemented For example by real time or periodically detect and upload the concentration of purpose project mechanical drain object, realizing can be in real time to work The emission situation of journey machinery is remotely monitored, convenient for relevant environment administrative department for the effective of engineering machinery emission behaviour Supervision and equipment manufacturer use the collection of data and the upgrading of technology for engineering machinery.And by being arrived actually detected Emissions concentration data are converted to the coded representation for being easy to transmit, and improve the uploading speed and confidentiality of data, reduce number According to upload cost.
Embodiment two
The present embodiment on the basis of the above embodiment 1, provides the one of the long-distance monitoring method of engineering machinery emission A preferred embodiment, can be in real time or periodically by the concentration coded representation of emission and the relevant parameter one of engineering machinery And it is uploaded in server for remotely accessing and controlling.Fig. 2 is a kind of engineering machinery discharge provided by Embodiment 2 of the present invention The flow chart of the long-distance monitoring method of object, as shown in Fig. 2, this method comprising the following specific steps
Step 210, type and subsidiary parameter according to purpose project machinery determine the detection time rule of purpose project machinery Then.
In the specific embodiment of the invention, in view of the huge number of engineering machinery, the operation logic of different engineering machinery and Standard is different, and there is also differences between different engineering machinery individuals, therefore the present embodiment can be by purpose project machine The type of tool is classified as determining the foundation of the detection time rule of purpose project machinery.Subsidiary parameter, which refers to, can describe purpose project All mechanical relevant parameters, including purpose project mechanical current service life, history repair and currently used shape At least one of in state information.Specifically, can also be according to the production of each purpose project machinery number or operator according to power Limit obtains above- mentioned information by the feedback information that terminal to server uploads.Wherein, the present embodiment can also be to each engineering machine The daily information of tool is acquired, concludes and stores to server, to form each available engineering machinery in the server State recording, the later period of creation and update convenient for to(for) the detection time rule of purpose project machinery.Wherein it is possible to according to people Work experience learns various types of engineering machinery and its subsidiary parameter by the methods of machine learning, thus really The detection time rule for the engineering machinery that sets the goal.
It illustratively, is the new machine just to have come into operation if the affiliated type of certain engineering machinery A is earth mover, when Preceding service life is zero, without any maintenance record.It is preferable in view of the various aspects of performance of new machine, and then assume to determine the engineering Mechanical A progress primary sample detection in every 300 seconds.If the affiliated type of certain engineering machinery B is large excavator, the currently used time limit It is 2 years, during which passes through the maintenance of No. 5 engines.Declined in view of the various aspects of performance of old machine, and then assumes to determine Engineering machinery B progress primary sample detection in every 120 seconds.
Step 220, according to purpose project machinery detection time rule detection purpose project machinery emission concentration Data.
In the specific embodiment of the invention, according to engineering machinery and preset detection time rule between incidence relation, According to the detection time rule of purpose project machinery, when normal working of engine, cycle T is to engineering machinery at regular intervals Exhaust emission carry out primary sample detection, it is mechanical in real time or the concentration of the exhaust emission in period to obtain purpose project Data.
Various types of emission in step 230, the type according to emission, concentration data numerical value and pre-arranged code rule The corresponding relationship that concentration gradient threshold value and code indicate determines that the corresponding code of the concentration data of emission indicates;According to default The code of coding rule and emission indicates to obtain the emissions concentration coded representation of purpose project machinery.
In the specific embodiment of the invention, pre-arranged code rule refer to the detection project for emission, concentration values with And code indicates the pre-set enquiry form of incidence relation institute of three.And then it is encoded to emissions concentration data When, it is indicated by the corresponding code of the type and concentration data numerical value of emission in enquiry form, to find every class emission The corresponding code of concentration data, finally can putting in order according to emissions all kinds of in enquiry form, by the generation of emission Code indicates to be arranged and merged, and obtains the emissions concentration coded representation of purpose project machinery.
Specifically, the corresponding enquiry form of pre-arranged code rule can be for shown in table 1.One of the various class emissions it is dense Spending Grads threshold can be the complete-system vendor of engineering machinery or government monitoring agencies according to the unified formulation of national standard.It is each Position code is made of a letter, letter be can from A to Z in respectively indicate the specific concentration index of emission a kind of, five codes Expression can successively respectively represent CO, HC, NOx, HC and NOx total amount and PM concentration index from left to right.Wherein various exhausts The concentration data of pollutant is mutually indepedent, corresponding aspects is indicated in code, for convenient for subsequent expansion, the present embodiment is preferentially from letter Middle section value, to be reserved with the corresponding reserved location of code that can increase setting standard.To enjoy higher access authority Terminal can carry out unified additions and deletions to enquiry form and change to look by accessing server, so that server is into each engineering machinery Complete machine ECU carry out coding rule update processing.
1 detection project of table and code indicate corresponding table
The present embodiment is on the basis of above-mentioned detection project and code indicate corresponding table, coding rule are as follows: according to discharge Species and the concentration data detected find the concentration data specific such corresponding emission in the table by tabling look-up Concentration data Grads threshold, so that it is determined that the corresponding code of concentration data Grads threshold, the code table as the concentration data Show.And so on, for the emissions concentration data detected, successively determine that each emissions concentration data are corresponding by tabling look-up Code indicates, finally according to discharging putting in order for species in enquiry form from left to right, each emission found is dense Degree is arranged according to the expression of corresponding code, forms the emissions concentration coded representation of purpose project machinery.
Illustratively, it is assumed that according to corresponding detection time rule, detect that the concentration data of bull-dozer A is respectively as follows: Nox Concentration data be 0.40g/ (KWh), the concentration data of PM is 0.82g/ (KWh), and the concentration data of CO is 2.33g/ (KWh), the concentration data of HC is 1.51g/ (KWh).And then by tabling look-up it is found that the concentration code of Nox is expressed as G, PM Concentration code be expressed as P, the concentration code of CO is expressed as H, and the concentration code of HC is expressed as M and HC and NOx total amount is 1.91g/ (KWh), concentration code are expressed as G.It is finally suitable according to the arrangement for discharging species in enquiry form from left to right Sequence arranges the corresponding code expression of each emissions concentration data found, and the emissions concentration for obtaining bull-dozer A is compiled Code table is shown as HMGGP.
In the present embodiment, by the raw emissions object concentration data that purpose project mechanical detection will be arrived in above-mentioned example with Coded representation is compared it is found that emissions concentration data are indicated with code form, the expression for emissions concentration Shared data volume significantly reduces, the flow consumption for thereby reducing subsequent data transmission and the prison to purpose project machinery Cost is controlled, upper transfer efficiency and the safety of data of emissions concentration data are improved.It is worth noting that, purpose project is mechanical Concentration coded representation do not limit to and above-mentioned show form, any coded representation that can reduce data volume for what code merged It may be suitable in the present embodiment.
Step 240, acquisition purpose project mechanical current location information and work state information;It uploads and discharges to server The coded representation of object concentration, location information and work state information are compiled emissions concentration according to pre-arranged code rule by server Code indicates to restore to carry out classified and stored to original concentration data.
In the specific embodiment of the invention, according to corresponding detection time rule to the emissions concentration of purpose project machinery During data are detected, purpose project mechanical current location information and work state information can also be acquired.Wherein, The present embodiment can use the onboard satellite positioning system being integrated in purpose project machinery, such as Beidou satellite navigation system, The mechanical current location information of purpose project is positioned.It simultaneously can also be a variety of in purpose project machinery by being integrated in Sensor, the mechanical current work state information of acquisition object procedure, such as engine speed etc..To by means of onboard satellite Emissions concentration coded representation, location information and work state information are uploaded in server by positioning system.
Correspondingly, server in the present embodiment is after the relevant information for receiving the upload of purpose project machinery, equally according to According to the corresponding enquiry form of coding rule, each code putting in order and inquiring in the coded representation according to emissions concentration data The corresponding relationship of all kinds of emissions to put in order in table, finding each code indicates corresponding concentration values range.Due to looking into It askes in table, when concentration values are smaller, the difference range of each concentration gradient threshold value is smaller, and it is dense that error has no effect on emission Spend the recovery of coded representation;And with the increase of concentration data, when concentration is higher than certain standard, emission is for environment Pollution level gradually increases, and then the difference of its concentration gradient threshold value is gradually increased, and error has no effect on emissions concentration volume The recovery that code indicates, and emission can be embodied for the pollution level of environment.
The present embodiment can take corresponding concentration gradient threshold when being restored by server to emissions concentration coded representation The lower limit value or upper limit value of value or intermediate value indicate, in view of reducing the error after concentration data restores, preferably selection corresponding concentration The intermediate value of Grads threshold indicates.It is worth noting that, being not limited to above-mentioned representation for the recovery of concentration data, it is based on Identical coding rule, other any modes for being able to carry out concentration data recovery can be using in this present embodiment.Finally, Concentration data after recovery is subjected to classified and stored, convenient for the access of later data.
Illustratively, in the examples described above, concentration coded representation is HMGGP, while assuming that location information is A, and work shape State information is B, and then by onboard satellite positioning system, by emissions concentration coded representation HMGGP, location information A and work Status information B is uploaded in server together.So that server according to the opposite mode of precoding, and takes according to cryptoprinciple The intermediate value of concentration gradient threshold value restores concentration coded representation, and the concentration data of available CO is 2.55g/ (KWh), HC's Concentration data is 1.65g/ (KWh), and the concentration data of Nox is 6.55g/ (KWh), and the concentration data of PM is 0.825g/ (KW·h).Classified and stored finally is carried out to above-mentioned concentration data, corresponding location information and work state information by server. It is worth noting that, above-mentioned numerical value is only limitted to illustratively illustrate, the specific expression without limiting concentration data in the present embodiment Form.
Step 250, the complete machine encoded information for obtaining purpose project machinery and the positioning terminal for acquiring location information Identification code information;Complete machine encoded information and positioning terminal identification code information are uploaded to server, by server by emissions concentration Corresponding relationship between the storage locations of data, complete machine encoded information and positioning terminal identification code information is stored.
In the specific embodiment of the invention, the complete machine encoded information of purpose project machinery refers to the unique of purpose project machinery Identification information, the usual complete machine encoded information have been set when dispatching from the factory, and can integrate the complete machine ECU system in engineering machinery In system, it can also print in the fuselage with engineering machinery.And then can by acquisition complete machine ECU system in setting information, To obtain the complete machine encoded information of purpose project machinery;It can also be by artificially being encoded according to the complete machine on engineering machinery fuselage Input obtain purpose project machinery complete machine encoded information.Positioning terminal identification code information refers to for carrying out to engineering machinery The unique identification information of positioning device, similar to the unique identification in SIM cards of mobile phones.In view of engineering machinery, positioning terminal and Emissions concentration data are all one-to-one relationships, and then the complete machine encoded information that can will acquire of the present embodiment and fixed Position host ID information, is also uploaded in server together by complete machine positioning system.So that server is by emissions concentration Corresponding relationship between the storage locations of data, complete machine encoded information and positioning terminal identification code information is stored, and is convenient for When later period is to the access of server, the relevant information of purpose project machinery is searched and corresponded to.
Step 260, the access account that rule and terminal are set according to preset access authority, the visit by server to terminal It asks that account is identified, and is configured according to access authority of the recognition result to terminal.
In the specific embodiment of the invention, any one computer terminal in network can be by preset User name and password carry out sign-on access, by server to CO, HC, NOx, HC and NOx total amount in above-mentioned exhaust contaminant And the information such as PM concentration carry out the operation such as access, statistics and downloading within account corresponding authority.
Specifically, complete-system vendor and government regulator can be grouped access user according to specific business need Different rights are arranged in processing, for example, being the imparting of different groups for the different information such as initial data, retrospect time, download statistics Different rights, to form access authority setting rule.It can also be according to the subordinate of purpose project machinery and terminal institutional affiliation Relationship and terminal institutional affiliation are preset for the ability to supervise of emission.It is understood that if the affiliated machine of terminal Structure is responsible for remotely monitoring purpose project machinery, then can limit mechanism permission with higher;If mechanism pair It is stronger in the ability to supervise of emission, then the mechanism can be limited with higher permission.Wherein, the ability to supervise of mechanism can be with It is determined according to the regulatory responsibility of mechanism.
In the present embodiment, when terminal accesses to server, server can be set according to preset access authority The access account of rule and terminal, identifies the access account of terminal, thus according to recognition result to the access right of terminal Limit is configured, and in order to which terminal intra vires accesses to server, is conducive to the supervision and complete machine of supervision department Security management of the manufacturer to data.
Step 270 receives what terminal was issued according to the emissions concentration remote data of access authority and purpose project machinery Control instruction;Response control instruction, controls the accelerator open degree of the engine throttle of purpose project machinery.
In the specific embodiment of the invention, the terminal for enjoying higher-rights can remotely be controlled purpose project machinery System.Specifically, when terminal judges that the emission of purpose project machinery is more than preset standard according to the data that access server obtains When or terminal according to the timer access of server, automation judges each data, when feedback target engineering machine When the emission of tool is more than preset standard, then according to exceeded situation, specific control instruction is issued to purpose project machinery, to subtract The concentration of emission of few emission.Correspondingly, purpose project mechanical response control instruction, controls the engine oil of purpose project machinery The accelerator open degree of door.
In addition, to prevent airborne PEMS or airborne positioning system from artificially being controlled or being powered off by unauthorized personnel, in complete machine control In device control program processed, PEMS and global position system abnormal state arbitration functions are added, when each component normal operation of complete machine, Controller every time interval t2, detect PEMS and global position system data send, receive it is whether normal, such as data exception, The accelerator open degree of the engine throttle of purpose project machinery is then controlled, control engine throttle is no more than maximum throttle aperture C%, to guarantee the safe operation of purpose project machinery, and alert device operator overhauls abnormal position, until different Often point is excluded.
It is worth noting that, the detection in above-mentioned steps for emissions concentration data, location information and working condition letter The acquisition of breath and the acquisition of complete machine encoded information and positioning terminal identification code information, can carry out simultaneously, can also sequentially hold Row, and the present embodiment does not limit its and executes sequence, as long as the acquisition of corresponding informance can be completed.
The technical solution of the present embodiment, according to the detection time rule detection purpose project mechanical drain of purpose project machinery The concentration data of object, and coded treatment is carried out to the emissions concentration data detected, while acquiring determining for purpose project machinery Position information and work state information, and the complete machine encoded information and positioning terminal identification code information of purpose project machinery are obtained, Above-mentioned data information is uploaded to server together, so that server restores emissions concentration coded representation and right The conclusion of other information stores, so that terminal is carried out according to access authority by emission behaviour of the access server to engineering machinery Long-range monitoring.The embodiment of the present invention by by the concentration of purpose project mechanical drain object carry out in real time or periodically detection and on Pass, realize can the emission situation in real time to engineering machinery remotely monitored.Government administration section can be had access at any time Engineering machine in working process exhaust emissions situation in certain or certain specific region in a certain period of time is prevention and control of air pollution political affairs Plan, which is formulated, provides data support;Complete-system vendor can determine tail by having access to equipment exhaust emissions situation in a certain period of time The information such as gas after-treatment device reliability provide data for After-treatment technics technology upgrading and support;The complete machine owner can lead to Real time monitoring relevant device exhaust emissions situation is crossed, is handled in time for equipment not up to standard, is avoided not in place because monitoring And the fact that cause offence relevant laws and regulations government decree generation;And by by it is actually detected to emissions concentration data be converted to and be easy to The coded representation of transmission improves the uploading speed and confidentiality of data, reduces the upload cost of data.
Embodiment three
Fig. 3 is a kind of structural representation of the long-distance monitorng device for engineering machinery emission that the embodiment of the present invention three provides Figure, the present embodiment are applicable to the case where the carrying out real-time remote monitoring that discharge pollutants to non-rice habitats engineering machinery, the device The long-distance monitoring method of engineering machinery emission described in any embodiment of that present invention can be achieved.The device specifically includes:
Emissions concentration detection module 310, for target described in the detection time rule detection according to purpose project machinery The concentration data of the emission of engineering machinery;
Emissions concentration monitoring module 320, for being encoded according to pre-arranged code rule to the concentration data, and will The concentration coded representation of emission is uploaded to server, so that server described in terminal access carries out the purpose project machinery Long-range monitoring.
Further, described device further include:
Detection time rule determining module 330, in the detection time rule detection according to purpose project machinery Before the concentration data of the emission of the purpose project machinery, according to the type and subsidiary parameter of purpose project machinery, determine The detection time rule of purpose project machinery;Wherein, the subsidiary parameter includes the purpose project mechanical current use year At least one of in limit, history repair and currently used status information.
Optionally, the emissions concentration monitoring module 320 includes:
Data analyze converting unit 3201, for according to the type of emission, concentration data numerical value and pre-arranged code rule The corresponding relationship that the concentration gradient threshold value of various types of emission and code indicate in then, determines that the concentration data of emission is corresponding Code indicates;Code according to pre-arranged code rule and emission indicates to obtain the emissions concentration coding of purpose project machinery It indicates.
Optionally, the emissions concentration monitoring module 320 includes:
Information acquisition unit 3202 obtains target for encoding according to pre-arranged code rule to the concentration data The emissions concentration coded representation of engineering machinery, and acquire the mechanical current location information of the purpose project and working condition letter Breath;
Data transfer reception unit 3203, for uploading the emissions concentration coded representation, the positioning to server Information and the work state information, it is according to pre-arranged code rule that the emissions concentration coded representation is extensive by the server Classified and stored is carried out to original concentration data again.
Optionally, the emissions concentration monitoring module 320 includes:
Mark acquiring unit 3204, for obtaining the complete machine encoded information of purpose project machinery and for acquiring positioning letter The positioning terminal identification code information of breath;
The data transfer reception unit 3203, for uploading the complete machine encoded information and the positioning eventually to server Hold identification code information, by the server by the storage location of emissions concentration coded representation, the complete machine encoded information and Corresponding relationship between the positioning terminal identification code information is stored.
Further, described device further include:
Priority assignation module 340 remotely supervises the purpose project machinery for the server described in terminal access Before control, according to the access account of preset access authority setting rule and terminal, by the server to the access account of terminal It number is identified, and is configured according to access authority of the recognition result to terminal;Wherein, the preset access authority setting Rule is with the subordinate relation of terminal institutional affiliation and the terminal institutional affiliation according to the purpose project machinery for row The ability to supervise for putting object is preset.
Further, described device further include:
Control response module 350, for the concentration coded representation of emission to be uploaded to server described, for terminal It accesses the server to carry out after remotely monitoring the purpose project machinery, receives the terminal according to access authority and institute State the control instruction that the emissions concentration remote data of purpose project machinery issues;The control instruction is responded, target work is controlled The accelerator open degree of the engine throttle of journey machinery.
Illustratively, by taking bull-dozer as an example, the long-range monitoring strategies of engineering machinery emission are illustrated in the present embodiment Figure is as shown in Figure 4.Wherein, emissions concentration detection module can use airborne PEMS, be installed on engine nacelle from engine Tailpipe is sampled and is detected to exhaust gas component, specifically, is mainly detected to CO, HC, NOx and PM concentration.When When normal working of engine, according to the mechanical corresponding detection time rule of purpose project, cycle T emission is dense at regular intervals It is primary to spend detection module sampling analysis, and emissions concentration monitoring module will be sent to when analyzing fructufy.By in complete machine ECU Data analyze converting unit and data are carried out code conversion, generate one by N words after each group of test result conversion The coded representation of mother's composition.Wherein, the data transfer reception unit in emissions concentration monitoring module can use onboard satellite Positioning system.Coded representation is sent to global position system platform supplier network server by onboard satellite positioning system And/or data downloading and inverse transform block in complete-system vendor's customized module, correlative coding is indicated to carry out inverse conversion, and carry out Corresponding classified and stored, in order to any computer terminal in the network using terminal monitoring module can by user name and Password carries out sign-on access.
The technical solution of the present embodiment realizes detection time rule by the mutual cooperation between each functional module Setting, the setting of terminal access permission, the detection of engineering machinery emission, the coding of emissions concentration data, engineering machinery Positioning, engineering machinery working status parameter the functions such as acquisition, the upload to server and long-range monitoring.In non-rice habitats work Journey mechanically installs packaged type exhaust emissions measuring system, and the concentration of harmful substance data transmission that measuring system detects is arrived Concentration information is converted to corresponding code according to pre-set programs by complete machine ECU, complete machine ECU, is then sent to onboard satellite positioning mould Information is uploaded to product remote monitoring system by satellite positioning module by block, and remote monitoring system will be received according to pre-set programs To code be converted into being corresponding with harmful object concentration information, for equipment management personnel, host manufacturer and Governmental monitoring department to correlation Data are monitored analysis.The embodiment of the present invention by the concentration of purpose project mechanical drain object by carrying out in real time or periodically examining Survey and upload, realize can the emission situation in real time to engineering machinery remotely monitored, convenient for relevant environment management department Door uses engineering machinery effective supervision of engineering machinery emission behaviour and equipment manufacturer the collection and technology of data Upgrading.And by by it is actually detected to emissions concentration data be converted to be easy to transmit coded representation, improve data Uploading speed and confidentiality, reduce the upload cost of data.
Example IV
Fig. 5 is a kind of structural schematic diagram for equipment that the embodiment of the present invention four provides.As shown in figure 5, the equipment is specifically wrapped It includes: one or more processors 510, in Fig. 5 by taking a processor 510 as an example;Memory 520, for storing one or more Program, when one or more programs are executed by one or more processors 510, so that one or more processors 510 realize this The long-distance monitoring method of engineering machinery emission described in invention any embodiment.Processor 510 can pass through with memory 520 Bus or other modes connect, in Fig. 5 for being connected by bus.
It is executable to can be used for storing software program, computer as a kind of computer readable storage medium for memory 520 Program and module, such as the corresponding program instruction (example of the long-distance monitoring method of the engineering machinery emission in the embodiment of the present invention Such as, emissions concentration data be detected and encoded and the upload of data and long-range monitoring).Processor 510 passes through operation storage Software program, instruction and module in memory 520, thereby executing the various function application and data processing of equipment, Realize the long-distance monitoring method of above-mentioned engineering machinery emission.
Memory 520 can mainly include storing program area and storage data area, wherein storing program area can store operation system Application program needed for system, at least one function;Storage data area, which can be stored, uses created data etc. according to equipment.This Outside, memory 520 may include high-speed random access memory, can also include nonvolatile memory, for example, at least one Disk memory, flush memory device or other non-volatile solid state memory parts.In some instances, memory 520 can be into one Step includes the memory remotely located relative to processor 510, these remote memories can pass through network connection to equipment.On The example for stating network includes but is not limited to internet, intranet, local area network, mobile radio communication and combinations thereof.
Embodiment five
The embodiment of the present invention five also provides a kind of computer readable storage medium, be stored thereon with computer program (or For computer executable instructions), for executing a kind of long-range monitoring of engineering machinery emission when which is executed by processor Method, this method comprises:
The concentration data of the emission of purpose project machinery described in detection time rule detection according to purpose project machinery;
The concentration data is encoded according to pre-arranged code rule, and the concentration coded representation of emission is uploaded to Server, so that server described in terminal access remotely monitors the purpose project machinery.
Certainly, a kind of computer readable storage medium provided by the embodiment of the present invention, computer executable instructions are not It is limited to method operation as described above, the long-range of engineering machinery emission provided by any embodiment of the invention can also be performed Relevant operation in monitoring method.
By the description above with respect to embodiment, it is apparent to those skilled in the art that, the present invention Embodiment can be realized by software and required common hardware, naturally it is also possible to by hardware realization, but in many cases before Person is more preferably embodiment.Based on this understanding, the technical solution of the embodiment of the present invention is substantially in other words to existing skill The part that art contributes can be embodied in the form of software products, which can store in computer Floppy disk, read-only memory (Read-Only Memory, ROM), random access memory in readable storage medium storing program for executing, such as computer (Random Access Memory, RAM), flash memory (FLASH), hard disk or CD etc., including some instructions are used so that one Computer equipment (can be personal computer, server or the network equipment etc.) executes described in each embodiment of the present invention Method.
It is worth noting that, included each unit and module are only patrolled according to function in the embodiment of above-mentioned apparatus It volume is divided, but is not limited to the above division, as long as corresponding functions can be realized;In addition, each function list The specific name of member is also only for convenience of distinguishing each other, the protection scope being not intended to restrict the invention.
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation, It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being implemented by above embodiments to the present invention Example is described in further detail, but the embodiment of the present invention is not limited only to above embodiments, is not departing from structure of the present invention It can also include more other equivalent embodiments in the case where think of, and the scope of the present invention is determined by scope of the appended claims It is fixed.

Claims (10)

1. a kind of long-distance monitoring method of engineering machinery emission characterized by comprising
The concentration data of the emission of purpose project machinery described in detection time rule detection according to purpose project machinery;
The concentration data is encoded according to pre-arranged code rule, and the concentration coded representation of emission is uploaded to service Device, so that server described in terminal access remotely monitors the purpose project machinery.
2. the method according to claim 1, wherein in the detection time rule according to purpose project machinery Before the concentration data for detecting the emission of the purpose project machinery, further includes:
According to the type and subsidiary parameter of purpose project machinery, the detection time rule of purpose project machinery is determined;Wherein, described Subsidiary parameter includes in the purpose project mechanical current service life, history repair and currently used status information At least one of.
3. the method according to claim 1, wherein it is described according to pre-arranged code rule to the concentration data into Row coding, comprising:
Concentration gradient threshold value according to various types of emission in the type of emission, concentration data numerical value and pre-arranged code rule The corresponding relationship indicated with code determines that the corresponding code of the concentration data of emission indicates;
Code according to pre-arranged code rule and emission indicates to obtain the emissions concentration coded representation of purpose project machinery.
4. the method according to claim 1, wherein it is described according to pre-arranged code rule to the concentration data into Row coding, and the concentration coded representation of emission is uploaded to server, comprising:
The concentration data is encoded according to pre-arranged code rule, obtains the emissions concentration coding schedule of purpose project machinery Show, and acquires the purpose project mechanical current location information and work state information;
The emissions concentration coded representation, the location information and the work state information are uploaded to server, by described Server restores the emissions concentration coded representation according to pre-arranged code rule to carry out classified and stored to original concentration data.
5. the method according to claim 1, wherein described be uploaded to service for the concentration coded representation of emission Device, comprising:
Obtain the complete machine encoded information of purpose project machinery and the positioning terminal identification code information for acquiring location information;
The complete machine encoded information and the positioning terminal identification code information are uploaded to server, by the server by emission Corresponding relationship between the storage location of concentration data, the complete machine encoded information and the positioning terminal identification code information into Row storage.
6. the method according to claim 1, wherein the server described in terminal access is to the purpose project machine Before tool remotely monitor, further includes:
According to the access account of preset access authority setting rule and terminal, by the server to the access account of terminal into Row identification, and be configured according to access authority of the recognition result to terminal;Wherein, the preset access authority setting rule It is with the subordinate relation of terminal institutional affiliation and the terminal institutional affiliation according to the purpose project machinery for emission Ability to supervise it is preset.
7. the method according to claim 1, wherein the concentration coded representation of emission is uploaded to clothes described Business device, so that server described in terminal access carries out after remotely monitoring the purpose project machinery, further includes:
Receive the control that the terminal is issued according to the emissions concentration remote data of access authority and purpose project machinery Instruction;
The control instruction is responded, the accelerator open degree of the engine throttle of purpose project machinery is controlled.
8. a kind of long-distance monitorng device of engineering machinery emission characterized by comprising
Emissions concentration detection module, for the machinery of purpose project described in the detection time rule detection according to purpose project machinery Emission concentration data;
Emissions concentration monitoring module, for being encoded to the concentration data according to pre-arranged code rule, and by emission Concentration coded representation be uploaded to server, so that server described in terminal access remotely supervises the purpose project machinery Control.
9. a kind of equipment characterized by comprising
One or more processors;
Memory, for storing one or more programs;
When one or more of programs are executed by one or more of processors, so that one or more of processors are real The now long-distance monitoring method of the engineering machinery emission as described in any one of claims 1 to 7.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor The long-distance monitoring method of the engineering machinery emission as described in any one of claims 1 to 7 is realized when execution.
CN201810952717.4A 2018-08-21 2018-08-21 Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission Pending CN109120699A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810952717.4A CN109120699A (en) 2018-08-21 2018-08-21 Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810952717.4A CN109120699A (en) 2018-08-21 2018-08-21 Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission

Publications (1)

Publication Number Publication Date
CN109120699A true CN109120699A (en) 2019-01-01

Family

ID=64853356

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810952717.4A Pending CN109120699A (en) 2018-08-21 2018-08-21 Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission

Country Status (1)

Country Link
CN (1) CN109120699A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111502807A (en) * 2020-06-02 2020-08-07 徐州徐工挖掘机械有限公司 Engineering machinery exhaust smoke intensity testing method, device and system and storage medium
WO2021218032A1 (en) * 2020-04-26 2021-11-04 浙江蓝景科技有限公司 Ship water pollutant supervision method and apparatus
CN113709089A (en) * 2020-09-03 2021-11-26 南宁玄鸟网络科技有限公司 System and method for filtering illegal data through Internet of things

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103875228A (en) * 2011-10-10 2014-06-18 阿尔卡特朗讯公司 Emission reporting and monitoring
CN203745440U (en) * 2013-09-27 2014-07-30 四川景星环境科技有限公司 Multifunctional online continuous gas monitoring system
CN204256435U (en) * 2014-12-10 2015-04-08 肖勇 Engineering machinery remote monitering system
US20160195859A1 (en) * 2015-01-06 2016-07-07 Kiban Labs, Inc. System and method for using data collected from internet-of-things (iot) sensors to disable iot-enabled home devices
CN206144639U (en) * 2016-09-26 2017-05-03 深圳市智慧车联科技有限公司 Diesel engine exhaust gas detecting system and vehicle
CN207198606U (en) * 2017-09-21 2018-04-06 中国汽车技术研究中心 A kind of environmental protection information terminal for non-rice habitats engineering machinery discharge on-line monitoring

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103875228A (en) * 2011-10-10 2014-06-18 阿尔卡特朗讯公司 Emission reporting and monitoring
CN203745440U (en) * 2013-09-27 2014-07-30 四川景星环境科技有限公司 Multifunctional online continuous gas monitoring system
CN204256435U (en) * 2014-12-10 2015-04-08 肖勇 Engineering machinery remote monitering system
US20160195859A1 (en) * 2015-01-06 2016-07-07 Kiban Labs, Inc. System and method for using data collected from internet-of-things (iot) sensors to disable iot-enabled home devices
CN206144639U (en) * 2016-09-26 2017-05-03 深圳市智慧车联科技有限公司 Diesel engine exhaust gas detecting system and vehicle
CN207198606U (en) * 2017-09-21 2018-04-06 中国汽车技术研究中心 A kind of environmental protection information terminal for non-rice habitats engineering machinery discharge on-line monitoring

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021218032A1 (en) * 2020-04-26 2021-11-04 浙江蓝景科技有限公司 Ship water pollutant supervision method and apparatus
CN111502807A (en) * 2020-06-02 2020-08-07 徐州徐工挖掘机械有限公司 Engineering machinery exhaust smoke intensity testing method, device and system and storage medium
CN113709089A (en) * 2020-09-03 2021-11-26 南宁玄鸟网络科技有限公司 System and method for filtering illegal data through Internet of things

Similar Documents

Publication Publication Date Title
CN103806005B (en) A kind of intelligent remote monitoring of underground utilities galvanic protection, monitoring method
CN101937214B (en) Industrial Ethernet based monitoring system of sea-crossing suspension bridge
CN109120699A (en) Long-distance monitoring method, device, equipment and the storage medium of engineering machinery emission
CN103091112B (en) Method and device of car emission fault detection and diagnosis based on fuzzy reasoning and self-learning
CN103246265B (en) Electromechanical equipment detection maintaining method
CN101681155A (en) Virtual sensor system and method
CN105825337A (en) Intelligent inspection system for 500KV substation communication device
MX2007011402A (en) Predictive emissions monitoring system and method.
CN111738631B (en) Instrument management system, management platform, industrial instrument and method
CN110716512A (en) Environmental protection equipment performance prediction method based on coal-fired power plant operation data
CN203083829U (en) Automobile fault diagnosis system based on tail gas discharge detection adopting simple driving mode
US20220398876A1 (en) Systems and methods for identifying field-replaceable units using a digital twin
CN111340280A (en) System, method, device and medium for monitoring, preventing and controlling pollutant discharge amount
Praveenchandar et al. IoT-based harmful toxic gases monitoring and fault detection on the sensor dataset using deep learning techniques
CN116415777A (en) Urban bridge crowd health monitoring system
CN113295826B (en) Motor vehicle exhaust emission test management system and intelligent diagnosis method based on Internet of vehicles
US10379982B2 (en) Computer system and method for performing a virtual load test
CN107193273A (en) A kind of thermal power plant's SCR denitration system optimum management and fault diagnosis platform
Yang et al. Prediction of pollutant diffusion trend using CNN-GRU hybrid network in IoT air monitoring system
Allen Software for manipulating and embedding data interrogation algorithms into integrated systems
CN111784110A (en) Intelligent line patrol method and device for oil and gas field pipeline
Chernyaev et al. The mechanism of continuous monitoring of compliance with environmental requirements imposed on vehicles in operation
Chen et al. The application of data mining for marine diesel engine fault detection
Ludovici et al. Health and usage monitoring proof of concept study using army land vehicles
CN117055413A (en) Environment-friendly monitoring system based on Internet of things

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20190101

RJ01 Rejection of invention patent application after publication