CN110262254A - The observation of ammonia coverage rate and tracking whole design control method - Google Patents

The observation of ammonia coverage rate and tracking whole design control method Download PDF

Info

Publication number
CN110262254A
CN110262254A CN201910636789.2A CN201910636789A CN110262254A CN 110262254 A CN110262254 A CN 110262254A CN 201910636789 A CN201910636789 A CN 201910636789A CN 110262254 A CN110262254 A CN 110262254A
Authority
CN
China
Prior art keywords
coverage rate
ammonia
tracking
ammonia coverage
observer
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
CN201910636789.2A
Other languages
Chinese (zh)
Inventor
赵靖华
吕凯
丛飚
刘靓葳
张博文
李亮
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.)
Jilin Normal University
Original Assignee
Jilin Normal University
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 Jilin Normal University filed Critical Jilin Normal University
Priority to CN201910636789.2A priority Critical patent/CN110262254A/en
Publication of CN110262254A publication Critical patent/CN110262254A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/042Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a parameter or coefficient is automatically adjusted to optimise the performance

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Feedback Control In General (AREA)
  • Exhaust Gas After Treatment (AREA)

Abstract

The invention discloses a kind of observation of ammonia coverage rate and tracking whole design control method, BROAD SUMMARY includes establishing urea-SCR system mathematic model;It is proposed ammonia coverage rate Design of Observer method;It is proposed ammonia coverage rate Tracking Control Design method.Ammonia coverage rate proposed by the present invention observation and tracking whole design control method, step is simple, Unified Model, is suitable for engineer application;With overall stability discussion, it is capable of the calibration process of simplified control parameter.

Description

The observation of ammonia coverage rate and tracking whole design control method
Technical field
The invention belongs to diesel urea SCR discharge post-treatment system parameter estimation techniques fields, and in particular to a kind of ammonia Coverage rate observation and tracking whole design control method.
Background technique
Compared with gasoline engine, diesel engine has higher fuel economy and higher power output.However, diesel engine Emission problem develops always a challenge, especially NO to itxDischarge.Researcher proposes many reduction NOxThe side of discharge Method, wherein urea selective catalytic reduction (urea-SCR) emission aftertreatment technology, has by the features such as its low cost, high efficiency Standby some superiority.And urea-SCR system is lower to the sensibility of sulphur, according to the higher reality of sulfur content in current China's fuel oil Border national conditions, the technology have more advantage.The basic principle of urea-SCR system work is to utilize ammonia (NH3) reduction engine generation NOx, these ammonia generally all derive from 32.5% urea liquid (adding blue solution).Although ammonia can restore NOx, but itself It is harmful to the human body, and has pungent smell, although not expressly provided in current emission regulation.So together The lower NO of Shi ShixianxDischarge becomes the significant challenge of urea-SCR system research with the escaping of ammonia.
For above-mentioned challenge, there is scholar to propose some hardware modifications measures.But in practical applications, it is most of be all with Increase cost and takes up space as cost.Currently, people it is well recognized that, by improve urea spraying technique reach above-mentioned Target is controlled, is a kind of more convenient and economic method.Current some method for urea injection control are concentrated mainly on feedback control It sets up on meter.Wherein, a part of feedback control is based on NOxSensor.But NOxSensor has cross-sensitivity to ammonia, causes There are errors for measuring signal.Moreover, only taking NOxFeedback signal is also difficult to ensure that emission intensity meets standard.Although Delphi company It is proposed NH recently3Sensor, but since it is not also by volume production, it is seldom used in actual industrial application.This allows for list Only NOxAnd NH3Feedback is all extremely difficult to preferably control purpose.Then, scholar proposes a kind of feedback method of synthesis, I.e. using ammonia coverage rate as Tracking Feedback Control target.
But the measurement of ammonia coverage rate can only be completed in laboratory environments at present.Although in response to this problem, there is scholar Some observation methods have been proposed.But the current non-linear observation of ammonia coverage rate and tracking control problem, still face following Challenge: 1, ammonia coverage rate observer and tracking control unit based on urea-SCR system model it is variant, use in conjunction is had any problem; 2, ammonia coverage rate observer and tracking control unit lack whole design and Stability.
Summary of the invention
The purpose of the present invention is to propose to a kind of observation of ammonia coverage rate and tracking whole design control method, this method has whole Body Stability is capable of the calibration process of simplified control parameter, and this method step is simple, Unified Model, is suitable for work Cheng Yingyong.
The object of the present invention is achieved like this, a kind of observation of ammonia coverage rate and tracking whole design control method, including Following steps:
Step 1: establishing urea-SCR system mathematic model
Step 2: design ammonia coverage rate observer
Wherein,
Step 3: design ammonia coverage rate tracking control unit
The present invention has the advantage that compared with prior art:
1, the observation of ammonia coverage rate and tracking whole design control method proposed, step is simple, Unified Model, is suitable for work Cheng Yingyong.
2, the observation of ammonia coverage rate and tracking whole design control method proposed, has overall stability discussion, Neng Goujian Change the calibration process of control parameter.
Detailed description of the invention
Fig. 1 is ammonia coverage rate observation of the present invention and tracking whole design control method schematic diagram.
Fig. 2 is the control effect figure of the observation of ammonia coverage rate and tracking whole design control method of the present invention.
Specific embodiment
1, the ammonia coverage rate observation of whole design of the present invention and tracking and controlling method, the specific steps are as follows:
(1), urea-SCR system mathematic model is established
Wherein,
Tables 1 and 2 respectively illustrates the related definition and parameter name reference value of all constants and variable in model,
1 constant nomenclature of table
2 variable naming method of table
State is in ammonia coverage rate observer and tracking control unitControl inputsControl exportsModel is suitably simplified are as follows:
(2), ammonia coverage rate observer is designed
Other than ammonia coverage measure is difficult, NOxMeasurement is also by sensor to NH3Cross-sensitivity influence, because This, the measurement problem of urea-SCR system faces very big difficulty, and effective estimation method is necessary, and has in urea-SCR system Complicated chemical reaction, NH3Concentration dynamic all has an impact to the observer and controller of ammonia coverage rate, therefore, by x2Regarding as can essence Really measurement, devises a sliding mode observer, and be discussed under Lyapunov's theory frame, such as formula (4) and (5) It is shown:
Wherein,
Wherein,kΘWithFor observer gain;
As shown in formula (5), it is substantially one based on ammonia coverage rate estimated valueAmmonia density (x2) sliding formwork sight Survey device, it is contemplated that ammonia density dynamic, ammonia density estimated valueThe error of observerIt may be expressed as:
Wherein,About evaluated errorLiapunov functionIts time leads Number are as follows:
WhenWhen, it can guaranteeThat is evaluated error? Finite-time convergence is to 0;
For a preferable urea-SCR system controller, it can guaranteeConvergence, moreover, sliding mode controller can be protected Card dynamic is on sliding-mode surfaceBased on equivalent control method, in sliding formwork control finite time, can obtain:
According to formula (6), can also derive
With reference to Tables 1 and 2 and a2(T) and a3(T) definition, it is known that x2a2(T)+a3(T) 0 >, have becauseKnown to
For evaluated error x1And x2, choosing a liapunov function isIts time-derivative is
Wherein, It is obvious that 0 He of α >Therefore, kΘSelection to guarantee β < 0, to guaranteeAnd evaluated error is having 0 is converged in limited time, due toGain kΘMust be sufficiently large, i.e.,
(3), ammonia coverage rate tracking control unit is designed
Based on formula (3), this chapter devises a dynamic ammonia of observer that is based on and covers under Lyapunov's theory frame Lid rate tracking control unit, the controller can complete the tracking of ammonia coverage rate target, definition under the conditions of ginseng becomes nonlinear system Ammonia coverage rate observationWith dreamboat valueBetween tracking error beSelect its Liapunov Function isIts derivation can be obtained:
Formula (4) are substituted into formula (12), can be obtained:
By x2Regard control input as, defining a virtual controlling target isIt can obtain:
Wherein, k1> 0 is controller gain, available negative definite
Therefore, tracking error z1In Finite-time convergence to 0, estimated value is definedWith virtual controlling targetBetween Error isChoosing liapunov function isIt, can be with further according to formula (14) Obtain its time-derivative are as follows:
According to formula (5), pass through
Available negative definite
Therefore, available final control law is
Wherein, k2> 0 is controller gain, meanwhile, by deriving
Wherein, VcNumber decaying is referred to the time, and the upper limit of attenuation rate is 2min { k1, k2}。
A kind of whole observation of ammonia coverage rate and tracking and controlling method proposed by the present invention, specific embodiment such as Fig. 1 It is shown, comprising the following steps: 1) to acquireAnd T signal, send ammonia coverage rate observer module to;2), Ammonia coverage rate observer module estimatesWithParameter value sends ammonia coverage rate tracking control unit module to;3), ammonia Coverage rate tracking control unit module utilizes dreamboat valueAnd estimated valueBetween error, be calculated urea spray The amount of penetrating urea.Under FTP75 transient-cycle in point state test, the observation of ammonia coverage rate and the tracing control side of the whole design of proposition are demonstrated The control effect of method.NH is converted into consideration urea3Uncertainty and NOxSensor is to NH3Cross-sensitivity before and after, it is right Emission effect is compared.NOxTransformation efficiency and NH3The variation difference of escape is as shown in Figure 2.The ammonia of whole design proposed by the present invention Coverage rate observation and tracking and controlling method, can transient condition interfere and actuator and sensor condition of uncertainty under, Meet emission control demand.Average NOxConversion ratio is 90.8%, effectively reduces discharge.It is more than in addition to putting individually 23ppm, average NH3Escape is 20ppm.Since urea cannot be fully converted to NH3, the maximum respond quilt of urea nozzle It reduces.Therefore, this will spray full the moment in urea nozzle, lead to NH3It reduces.NH3Cross-sensitivity is to NOxThe feedback of sensor Signal plays the role of amplification, so that the demand of urea injection is increased by.Meanwhile NOxTransformation efficiency is increased by, NH3Escape can also be increase accordingly.However, being converted into NH compared to urea3Uncertainty, NOxSensor is to NH3Intersection it is quick Perception is to NH3The influence of escape is unobvious.Therefore, by considering that it is proposed by the present invention whole that the comparison of uncertain front and back shows The ammonia coverage rate observation of body design and the emission effect variation of tracking and controlling method are unobvious, can satisfy emissions requirements, and There is robustness to the uncertainty of actuator and sensor.

Claims (2)

1. a kind of ammonia coverage rate observation and tracking whole design control method, it is characterised in that the following steps are included:
Step 1: establishing urea-SCR system mathematic model
Step 2: design ammonia coverage rate observer
Wherein,
Step 3: design ammonia coverage rate tracking control unit
2. a kind of ammonia coverage rate observation according to claim 1 and tracking whole design control method, it is characterised in that: tool Steps are as follows for body:
(1), urea-SCR system mathematic model is established
Wherein,
Tables 1 and 2 respectively illustrates the related definition and parameter name reference value of all constants and variable in model,
1 constant nomenclature of table
2 variable naming method of table
State is in ammonia coverage rate observer and tracking control unitControl inputsControl exportsModel is suitably simplified are as follows:
(2), ammonia coverage rate observer is designed
Other than ammonia coverage measure is difficult, NOxMeasurement is also by sensor to NH3Cross-sensitivity influence, therefore, The measurement problem of urea-SCR system faces very big difficulty, and effective estimation method is necessary, and has in urea-SCR system multiple Miscellaneous chemical reaction, NH3Concentration dynamic all has an impact to the observer and controller of ammonia coverage rate, therefore, by x2Regarding as can be accurate Measurement, devises a sliding mode observer, and be discussed under Lyapunov's theory frame, such as formula (4) and (5) institute Show:
Wherein,
Wherein,kΘWithFor observer gain;
As shown in formula (5), it is substantially one based on ammonia coverage rate estimated valueAmmonia density (x2) sliding mode observer, In view of ammonia density dynamic, ammonia density estimated valueThe error of observerIt may be expressed as:
Wherein,About evaluated errorLiapunov functionIts time-derivative are as follows:
WhenWhen, it can guaranteeThat is evaluated errorLimited 0 is converged in time;
For a preferable urea-SCR system controller, it can guaranteeConvergence, moreover, sliding mode controller can guarantee it is dynamic State is on sliding-mode surfaceBased on equivalent control method, in sliding formwork control finite time, can obtain:
According to formula (6), can also derive
With reference to Tables 1 and 2 and a2(T) and a3(T) definition, it is known that x2a2(T)+a3(T) 0 >, have becauseIt can Know
For evaluated error x1And x2, choosing a liapunov function isIts time-derivative is
Wherein, It is obvious that 0 He of α >Therefore, kΘSelection to guarantee β < 0, to guaranteeAnd evaluated error is having 0 is converged in limited time, due toGain kΘMust be sufficiently large, i.e.,
(3), ammonia coverage rate tracking control unit is designed
Based on formula (3), this chapter is devised a based on the dynamic ammonia coverage rate of observer under Lyapunov's theory frame Tracking control unit, the controller can complete the tracking of ammonia coverage rate target under the conditions of ginseng becomes nonlinear system, define ammonia and cover Lid rate observationWith dreamboat valueBetween tracking error beSelect its liapunov function ForIts derivation can be obtained:
Formula (4) are substituted into formula (12), can be obtained:
By x2Regard control input as, defining a virtual controlling target isIt can obtain:
Wherein, k1> 0 is controller gain, available negative definite
Therefore, tracking error z1In Finite-time convergence to 0, estimated value is definedWith virtual controlling targetBetween error ForChoosing liapunov function isIt is available further according to formula (14) Its time-derivative are as follows:
According to formula (5), pass through
Available negative definite
Therefore, available final control law is
Wherein, k2> 0 is controller gain, meanwhile, by deriving
Wherein, VcNumber decaying is referred to the time, and the upper limit of attenuation rate is 2min { k1, k2}。
CN201910636789.2A 2019-07-15 2019-07-15 The observation of ammonia coverage rate and tracking whole design control method Pending CN110262254A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910636789.2A CN110262254A (en) 2019-07-15 2019-07-15 The observation of ammonia coverage rate and tracking whole design control method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910636789.2A CN110262254A (en) 2019-07-15 2019-07-15 The observation of ammonia coverage rate and tracking whole design control method

Publications (1)

Publication Number Publication Date
CN110262254A true CN110262254A (en) 2019-09-20

Family

ID=67926234

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910636789.2A Pending CN110262254A (en) 2019-07-15 2019-07-15 The observation of ammonia coverage rate and tracking whole design control method

Country Status (1)

Country Link
CN (1) CN110262254A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112596474A (en) * 2020-11-23 2021-04-02 山东微立方信息技术股份有限公司 Uniformity optimization method for SCR denitration system

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104632323A (en) * 2014-12-18 2015-05-20 吉林大学 Urea SCR ammonia coverage rate feedback tracking control method
CN105443212A (en) * 2015-11-24 2016-03-30 吉林师范大学 Single-sensor double closed-loop urea-selective catalytic reduction (SCR) feedback control method based on observer
CN106762049A (en) * 2017-03-14 2017-05-31 吉林师范大学 Dinuclear used urea SCR system discharge control method based on NMPC
CN106841531A (en) * 2017-03-22 2017-06-13 吉林大学 Ammonia coverage rate nonlinear observer design method based on synovial membrane control

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104632323A (en) * 2014-12-18 2015-05-20 吉林大学 Urea SCR ammonia coverage rate feedback tracking control method
CN105443212A (en) * 2015-11-24 2016-03-30 吉林师范大学 Single-sensor double closed-loop urea-selective catalytic reduction (SCR) feedback control method based on observer
CN106762049A (en) * 2017-03-14 2017-05-31 吉林师范大学 Dinuclear used urea SCR system discharge control method based on NMPC
CN106841531A (en) * 2017-03-22 2017-06-13 吉林大学 Ammonia coverage rate nonlinear observer design method based on synovial membrane control

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
ZHAO, JINGHUA等: "An ammonia coverage ratio observing and tracking controller: stability analysis and simulation evaluation", 《SCIENCE CHINA-INFORMATION SCIENCES》 *
胡云峰等: "柴油机尿素SCR系统氨覆盖率跟踪控制器设计", 《农业机械学报》 *
赵靖华等: "基于"三步法"的柴油机urea-SCR系统控制设计", 《吉林大学学报(工学版)》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112596474A (en) * 2020-11-23 2021-04-02 山东微立方信息技术股份有限公司 Uniformity optimization method for SCR denitration system
CN112596474B (en) * 2020-11-23 2022-07-26 山东微立方信息技术股份有限公司 Uniformity optimization method for SCR denitration system

Similar Documents

Publication Publication Date Title
Zhang et al. Adaptive sliding-mode observer design for a selective catalytic reduction system of ground-vehicle diesel engines
CN108087065B (en) SCR catalyst ammonia density modification method and SCR processing system
Song et al. Model-based closed-loop control of urea SCR exhaust aftertreatment system for diesel engine
US20190024563A1 (en) Model-based monitoring for selective catalytic reduction device in aftertreatment assembly
CN101490396A (en) Control of selective catalytic reduction
CN112240235B (en) SCR control method and device
Zhang et al. Optimal dosing and sizing optimization for a ground-vehicle diesel-engine two-cell selective catalytic reduction system
Lehrheuer et al. A study on in-cycle combustion control for gasoline controlled autoignition
Wei et al. Nox conversion efficiency optimization based on NSGA-II and state-feedback nonlinear model predictive control of selective catalytic reduction system in diesel engine
CN102435440B (en) Method for utilizing single oxygen concentration sensor to test exhaust gas recirculation rate of diesel engine
Jiang et al. Hydrothermal aging factor estimation for two-cell Diesel-engine SCR systems via a dual time-scale unscented Kalman filter
CN110262254A (en) The observation of ammonia coverage rate and tracking whole design control method
CN106762049B (en) NMPC-based dual-core urea SCR system emission control method
Zhang et al. SCR control strategy based on ANNs and Fuzzy PID in a heavy-duty diesel engine
CN108119209B (en) SCR catalyst front end ammonia density modification method and SCR processing system
CN105443212A (en) Single-sensor double closed-loop urea-selective catalytic reduction (SCR) feedback control method based on observer
CN106682428B (en) SCR ammonia amount of storage calculation method
Hirsch et al. Grey-box control oriented emissions models
CN106841531B (en) Ammonia coverage rate Nonlinear Observer Design method based on synovial membrane control
Nikzadfar et al. Development of a hierarchical observer for burned gas fraction in inlet manifold of a turbocharged diesel engine
Kang et al. Research on cross sensitivity of NOx sensor and Adblue injection volume in accordance with the actual situation based on cubature Kalman filter
Quérel et al. Control of a SCR system using a virtual NOx sensor
CN108915826A (en) A kind of SCR electric-control system feedforward modification method based on zirconia-type NOx sensor
Winkler-Ebner et al. Comparison of virtual and physical NOx-sensors for heavy duty diesel engine application
CN106773670B (en) SCR system method for urea injection control based on constraint H ∞ feedback oscillator arteries and veins stave

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
WD01 Invention patent application deemed withdrawn after publication
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20190920