CN206258432U - A kind of nitrogen oxides hard measurement device of compressed sensing - Google Patents

A kind of nitrogen oxides hard measurement device of compressed sensing Download PDF

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Publication number
CN206258432U
CN206258432U CN201621355422.1U CN201621355422U CN206258432U CN 206258432 U CN206258432 U CN 206258432U CN 201621355422 U CN201621355422 U CN 201621355422U CN 206258432 U CN206258432 U CN 206258432U
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China
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measuring instrumentss
plc
nitrogen oxides
modules
compressed sensing
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Expired - Fee Related
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CN201621355422.1U
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Chinese (zh)
Inventor
刘潇
金秀章
张少康
尹子剑
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North China Electric Power University
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North China Electric Power University
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Abstract

A kind of nitrogen oxides hard measurement device of compressed sensing, including data acquisition instrument, measurement host and computer system, the data acquisition instrument is connected to the measurement host, the measurement host is connected to the computer system, and the data acquisition instrument includes flue gas flow measuring instrumentss, unit load measuring instrumentss, coal-supplying amount measuring instrumentss, burnout degree throttle opening than measuring instrumentss and total blast volume measuring instrumentss.Nitrogen oxides hard measurement device described in the utility model, it is equipped with by by data acquisition instrument, measurement host and computer system, the live flue gas flow of Real-time Collection, unit load, coal-supplying amount, burnout degree throttle opening ratio, the road signal of total blast volume 5, using the principle compressing data of compressed sensing, calculated by the least square method supporting vector machine algorithm routine of computer, and now exhanst gas outlet amount of nitrogen oxides is restored using the retrieving algorithm in compressed sensing, improve the accuracy and real-time of nitrogen oxides measurement.

Description

A kind of nitrogen oxides hard measurement device of compressed sensing
Technical field
The utility model belongs to gas detection technology field, and in particular to a kind of nitrogen oxides hard measurement dress of compressed sensing Put.
Background technology
Nitrogen oxides refers to the compound being only made up of nitrogen, two kinds of elements of oxygen, and common nitrogen oxides has nitric oxide (NO, colourless), nitrogen dioxide (NO2, rufous), nitrous oxide (N2O), dinitrogen pentoxide (N2O5) etc., wherein except five oxidations In outside solid under phenodiazine normality, all in gaseous state under other nitrogen oxides normalities.As the nitrogen oxides (NO of air pollutantsx) often Refer to NO and NO2
Nitrogen oxides can stimulate lung, make one the respiratory disease of more difficult resistance flu etc, and respiratory system is problematic Personage such as asthmatics, can be easier to be influenceed by nitrogen dioxide, for children, nitrogen oxides be likely to result in lung development Impaired, research points out that sucking nitrogen oxides for a long time may result in lung's structural change, but still not can determine that causes this consequence Amount of nitrogen oxides and suction gas time.
Nitrogen oxides based on nitric oxide and nitrogen dioxide is the important original to form photochemical fog and acid rain Cause, the nitrogen oxides in vehicle exhaust irradiates the react toxic smog to be formed, referred to as light with hydrocarbon through ultraviolet Chemical fumes, photochemical fog has a special odor, stimulates eyes, injures plant, and can reduce atmospheric visibility, in addition, The nitric acid and nitrous acid of the water reaction generation in nitrogen oxides and air are the compositions of acid rain.
Thermal power plant is one of main source of discharged nitrous oxides, and at present, denitrating flue gas are that most important nitrogen oxides is controlled Reason method, general denitration control system measures the amount of nitrogen oxides of actual exhaust gas volumn, smoke inlet and outlet first Deng then calculating the ammonia spraying amount of needs in conjunction with denitration efficiency set in advance, the ammonia spraying amount for calculating and actual ammonia flow As the control instruction of spray ammonia regulating valve after being compared, suitable ammonia flow is maintained with rational valve opening.
For example, the utility model patent of China Patent No. CN201320481978.5 discloses a kind of novel high-efficiency and energy-saving cigarette Gas denitrification apparatus, it specifically discloses the novel high-efficiency and energy-saving equipment for denitrifying flue gas includes:Cement decomposition kiln, preboiler, spray Ammonia pipe, conditioning Tower, water Xian's atomizing spray pipe, screen pack, deduster, SCR reactors, exhaust chimney, pipeline.Cement decomposition kiln sets The left end in novel high-efficiency and energy-saving equipment for denitrifying flue gas is put, the top of cement decomposition kiln sets spray ammonia pipe, and the top for spraying ammonia pipe sets Preboiler is equipped with, preboiler connection conditioning Tower is provided with water Xian's atomizing spray pipe, the bottom connection of conditioning Tower in conditioning Tower Screen pack, the end that goes out of screen pack connects deduster, and the outlet side of deduster is provided with SCR reactors, the outlet side of SCR reactors Connection exhaust chimney.
For another example, the utility model patent of China Patent No. CN201320203383.3 discloses a kind of coke oven stove group nitrogen oxidation Quality testing examining system, it is specifically disclosed:A kind of coke oven stove group nitrogen oxides detecting system, by stainless steel sampling apparatus, intermittently adopts Sample control valve group, sampling controller, nitrogen-oxide analyzer, model calculation system composition;Described stainless steel sampling apparatus is Two, it is respectively arranged at the chimney partition wall both sides between coke oven A, coke oven B;Described intermittent sampling control valve group is fast by two Fast magnetic valve FV1, FV2 composition, two fast electromagnetic valves FV1, FV2 are sampled to two respectively under the control of sampling controller Point carries out intermittent sampling;Described sampling controller is used to carry out batch (-type) controlling of sampling to intermittent sampling control valve group;Nitrogen oxygen Compound analyzer is used to carry out accurate measurement to the nitrogen oxides being tested in gas, by sampled measurement input model computing system System;The system uses a set of nitrogen oxides testing equipment, is capable of achieving two nitrogen oxides detections of coke oven, reduces equipment throwing Money, certainty of measurement is high.
Obviously, prior art is that ammonia spraying amount is controlled by the detection to exhaust gas volumn, and is gone out by flue gas Mouth is sampled and measure again, and data are analyzed from the analyzer that is drawn into of flue gas sample gas, and spray ammonia is calculated further according to data , there is time delay in valve control instruction, the data that outlet nitrogen oxides draws are unable to actual verification according to entrance nitrogen oxygen among these The automatic spray ammonia demand that compound data are calculated, the especially load or combustion conditions of unit change at any time, nitrogen oxides number More it is difficult to control in the case of according to fluctuation, the exhanst gas outlet nitrogen oxides for directly being obtained with analyzer is controlled and is difficult to The stable state control of system.
Based on as above problem, the utility model provides a kind of nitrogen oxides hard measurement device of compressed sensing, for existing A kind of drawback of technology, there is provided measurement apparatus that amount of nitrogen oxides is exported for denitration control system, it is ensured that to exhanst gas outlet The accurate measurement of the real-time content of nitrogen oxides, is easy to more accurately carry out on-line correction to ammonia spraying amount.
Utility model content
The utility model is achieved by the following technical solution:A kind of nitrogen oxides hard measurement device of compressed sensing, Including data acquisition instrument, measurement host and computer system, the data acquisition instrument is connected to the measurement host, described Measurement host is connected to the computer system, and the data acquisition instrument includes that flue gas flow measuring instrumentss, unit load are surveyed Amount instrument, coal-supplying amount measuring instrumentss, burnout degree throttle opening are than measuring instrumentss and total blast volume measuring instrumentss, the measurement host bag Include S7-200PLC-CPU modules, power module, PLC-AI modules, PLC- communication modules and PLC- storage cards, the power module It is connected to S7-200PLC-CPU modules, PLC-AI modules, PLC- communication modules and PLC- storage cards, the PLC-AI moulds Block, PLC- communication modules and PLC- storage cards are connected to S7-200PLC-CPU modules, the flue gas flow measuring instrumentss, Unit load measuring instrumentss, coal-supplying amount measuring instrumentss, burnout degree throttle opening are distinguished than measuring instrumentss and total blast volume measuring instrumentss PLC-AI modules are connected to, the PLC- communication modules are connected to computer system.
Further, the data acquisition instrument also includes that signal amplifies and isolation module, the flue gas flow measuring instrument Table, unit load measuring instrumentss, coal-supplying amount measuring instrumentss, burnout degree throttle opening are more logical than measuring instrumentss and total blast volume measuring instrumentss Cross signal amplification and be connected to the PLC-AI modules with isolation module.
Further, the computer system also includes compression module, LSSVM hard measurements module and recovery module, described Compression module is used to be compressed the data transmitted dimensionality reduction, and the LSSVM hard measurements module is used for the number after compression dimensionality reduction According to being trained, prediction outlet nitrogen oxides compressed value, the recovery module is used to restore exhanst gas outlet amount of nitrogen oxides Value.
Further, the measurement host also includes instrument signal input terminal, and the instrument signal input terminal includes Total blast volume measuring instrumentss signal input terminal, burnout degree throttle opening are than measuring instrumentss signal input terminal, coal-supplying amount measuring instrument Table signal input terminal, unit load measuring instrumentss signal input terminal and flue gas flow measuring instrumentss signal input terminal.
Further, the computer system also includes printing device, and the printing device is connected to the department of computer science System.
Further, the measurement host also includes system switching.
Compared with prior art, superior effect of the present utility model is:A kind of compressed sensing described in the utility model Nitrogen oxides hard measurement device, be equipped with by by data acquisition instrument, measurement host and computer system, improve nitrogen The accuracy and real-time of oxide measurement.
Brief description of the drawings
Fig. 1 is a kind of structural representation of the nitrogen oxides hard measurement device of compressed sensing described in the utility model.
Reference is as follows:
1- flue gas flows measuring instrumentss, 2- unit loads measuring instrumentss, 3- coal-supplying amounts measuring instrumentss, 4- burnout degree air doors are opened Degree is believed than measuring instrumentss, 5- total blast volumes measuring instrumentss, 6- total blast volume measuring instrumentss signal input terminal, 7- coal-supplying amounts measuring instrumentss Number input terminal, 8- flue gas flow measuring instrumentss signal input terminal, 9- system switchings, 10- host housings, 11- communication jacks, 12- computers, 13- printers, 14- keyboards, 15- displays, 17- unit load measuring instrumentss signal input terminal, 18- after-flames Wind throttle opening is than measuring instrumentss signal input terminal.
Specific embodiment
The utility model specific embodiment is described in further detail with reference to Figure of description.
As shown in figure 1, a kind of nitrogen oxides hard measurement device of compressed sensing, including data acquisition instrument, measurement host And computer system, the data acquisition instrument is connected to the measurement host, and the measurement host is connected to the computer System, the data acquisition instrument include flue gas flow measuring instrumentss 1, unit load measuring instrumentss 2, coal-supplying amount measuring instrumentss 3, Burnout degree throttle opening than measuring instrumentss 4 and total blast volume measuring instrumentss 5, the measurement host include S7-200PLC-CPU modules, Power module, PLC-AI modules, PLC- communication modules and PLC- storage cards, the power module are connected to S7-200PLC- CPU module, PLC-AI modules, PLC- communication modules and PLC- storage cards, the PLC-AI modules, PLC- communication modules and PLC- Storage card is connected to S7-200PLC-CPU modules, the flue gas flow measuring instrumentss 1, unit load measuring instrumentss 2, gives Online coal quantity measurement instrument 3, burnout degree throttle opening are connected to PLC-AI modules than measuring instrumentss 4 and total blast volume measuring instrumentss 5, The PLC- communication modules are connected to computer system.
The PLC- communication modules are connected to computer system by communication jacks 11.
Further, the data acquisition instrument also includes that signal amplifies and isolation module, the flue gas flow measuring instrument Table 1, unit load measuring instrumentss 2, coal-supplying amount measuring instrumentss 3, burnout degree throttle opening are than measuring instrumentss 4 and total blast volume measuring instrument Table 5 is amplified by signal and isolation module is connected to the PLC-AI modules.
Amplify through signal and send the PLC-AI modules to carry out A/D conversions with 5 tunnel analog signals after isolation processing, it is resulting after conversion Flue gas flow, unit load, coal-supplying amount, burnout degree throttle opening ratio, the railway digital signal of total blast volume 5 through bus send into S7- 200PLC-CPU modules.
Further, the computer system also includes compression module, LSSVM hard measurements module and recovery module, described Compression module is used to be compressed the data transmitted dimensionality reduction, and the LSSVM hard measurements module is used for the number after compression dimensionality reduction According to being trained, prediction outlet nitrogen oxides compressed value, the recovery module is used to restore exhanst gas outlet amount of nitrogen oxides Value.
Data after compressed module compression can also be stored in computer as the training data for updating off-line model, Data dimension reduction after compression, it is smaller to account for calculator memory, is easy to storage, the exhanst gas outlet amount of nitrogen oxides for being calculated In addition to display in real time is carried out through display, also stored by computer, be used to make form, and periodically carried out by printer Report printing.
Further, the measurement host also includes instrument signal input terminal, and the instrument signal input terminal includes Total blast volume measuring instrumentss signal input terminal 6, burnout degree throttle opening is measured than measuring instrumentss signal input terminal 18, coal-supplying amount Instrument signal input terminal 7, unit load measuring instrumentss signal input terminal 17 and flue gas flow measuring instrumentss signal input part Son 8.
The flue gas flow measuring instrumentss 1, unit load measuring instrumentss 2, coal-supplying amount measuring instrumentss 3, burnout degree air door are opened Degree passes through flue gas flow measuring instrumentss signal input terminal 8, unit load respectively than measuring instrumentss 4 and total blast volume measuring instrumentss 5 Measuring instrumentss signal input part 17, coal-supplying amount measuring instrumentss signal input terminal 7, burnout degree throttle opening are than measuring instrumentss signal Input terminal 18 and total blast volume measuring instrumentss signal input terminal 6 are connected to measurement host, the flue gas flow measuring instrumentss letter Number input terminal 8, unit load measuring instrumentss signal input part 17, coal-supplying amount measuring instrumentss signal input terminal 7, burnout degree wind Door opening ratio measuring instrumentss signal input terminal 18 and total blast volume measuring instrumentss signal input terminal 6 are located at the main frame of measurement host On shell 10.
Further, the computer system also includes printing device, and the printing device is connected to the department of computer science System.
The printing device is printer 13.
The computer system also includes computer 12, keyboard 14 and display 15.
Further, the measurement host also includes system switching 9.
The utility model is not limited to above-mentioned implementation method, in the case of without departing substantially from substance of the present utility model, It may occur to persons skilled in the art that any deformation, improvement, replacement each fall within protection domain of the present utility model.

Claims (6)

1. the nitrogen oxides hard measurement device of a kind of compressed sensing, it is characterised in that including data acquisition instrument, measurement host and Computer system, the data acquisition instrument is connected to the measurement host, and the measurement host is connected to the department of computer science System, the data acquisition instrument includes flue gas flow measuring instrumentss, unit load measuring instrumentss, coal-supplying amount measuring instrumentss, after-flame Wind throttle opening includes S7-200PLC-CPU modules, power supply mould than measuring instrumentss and total blast volume measuring instrumentss, the measurement host Block, PLC-AI modules, PLC- communication modules and PLC- storage cards, the power module are connected to S7-200PLC-CPU moulds Block, PLC-AI modules, PLC- communication modules and PLC- storage cards, PLC-AI modules, PLC- communication modules and PLC- storage cards point S7-200PLC-CPU modules, flue gas flow measuring instrumentss, unit load measuring instrumentss, coal-supplying amount measuring instrumentss, combustion are not connected to Wind throttle opening is connected to PLC-AI modules than measuring instrumentss and total blast volume measuring instrumentss to the greatest extent, and the PLC- communication modules connect It is connected to the computer system.
2. the nitrogen oxides hard measurement device of compressed sensing according to claim 1, it is characterised in that the data acquisition Instrument also includes that signal amplifies and isolation module, the flue gas flow measuring instrumentss, unit load measuring instrumentss, coal-supplying amount measurement Instrument, burnout degree throttle opening are connected to by signal amplification than measuring instrumentss and total blast volume measuring instrumentss with isolation module The PLC-AI modules.
3. the nitrogen oxides hard measurement device of compressed sensing according to claim 1, it is characterised in that the department of computer science System also includes compression module, LSSVM hard measurements module and recovery module.
4. the nitrogen oxides hard measurement device of compressed sensing according to claim 1, it is characterised in that the measurement host Also include instrument signal input terminal, the instrument signal input terminal includes total blast volume measuring instrumentss signal input terminal, combustion Wind throttle opening to the greatest extent is than measuring instrumentss signal input terminal, coal-supplying amount measuring instrumentss signal input terminal, unit load measuring instrument Table signal input terminal and flue gas flow measuring instrumentss signal input terminal.
5. the nitrogen oxides hard measurement device of compressed sensing according to claim 1, it is characterised in that the department of computer science System also includes printing device, and the printing device is connected to the computer system.
6. the nitrogen oxides hard measurement device of compressed sensing according to claim 1, it is characterised in that the measurement host Also include system switching.
CN201621355422.1U 2016-12-09 2016-12-09 A kind of nitrogen oxides hard measurement device of compressed sensing Expired - Fee Related CN206258432U (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106546704A (en) * 2016-12-09 2017-03-29 华北电力大学(保定) A kind of nitrogen oxides hard measurement device of compressed sensing and its measuring method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106546704A (en) * 2016-12-09 2017-03-29 华北电力大学(保定) A kind of nitrogen oxides hard measurement device of compressed sensing and its measuring method

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Granted publication date: 20170616

Termination date: 20171209