WO2019114402A1 - Variable load steam pressure tracking control method for straw direct-fired circulating fluidized bed boiler - Google Patents
Variable load steam pressure tracking control method for straw direct-fired circulating fluidized bed boiler Download PDFInfo
- Publication number
- WO2019114402A1 WO2019114402A1 PCT/CN2018/110347 CN2018110347W WO2019114402A1 WO 2019114402 A1 WO2019114402 A1 WO 2019114402A1 CN 2018110347 W CN2018110347 W CN 2018110347W WO 2019114402 A1 WO2019114402 A1 WO 2019114402A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- fluidized bed
- bed boiler
- circulating fluidized
- straw
- direct
- Prior art date
Links
Images
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N1/00—Regulating fuel supply
- F23N1/002—Regulating fuel supply using electronic means
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2223/00—Signal processing; Details thereof
- F23N2223/10—Correlation
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2223/00—Signal processing; Details thereof
- F23N2223/34—Signal processing; Details thereof with feedforward processing
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2241/00—Applications
- F23N2241/10—Generating vapour
Definitions
- the invention belongs to the field of automatic control of straw direct-fired circulating fluidized bed boiler, and relates to a variable load steam pressure tracking control method for straw direct-fired circulating fluidized bed boiler.
- Straw is a highly efficient and renewable renewable fuel that can replace coal, oil and natural gas to produce electricity, not only reduce human dependence on fossil energy, but also protect national energy resources.
- Europe and the United States have established a relatively complete straw-type agricultural waste burning power plant, which proves that straw direct-fired power generation and heating have significant energy and environmental benefits, and recycling of waste straw increases farmers' income and economically guarantees that farmers no longer Stir the straw.
- straws of different varieties and origins have different proportions of fixed carbon, volatile matter, moisture, ash, etc., plus the effects of pretreatment and local climate during recycling, resulting in straw fuel. The quality varies greatly.
- the current circulating fluidized bed straw burning technology is developing rapidly in China.
- the change of the steam pressure of the fluidized bed boiler represents the steam output of the boiler and the fluctuation characteristics of the steam consumption of the load.
- the supply of straw fuel must be changed accordingly, so that the change of steam pressure of the circulating fluidized bed boiler can meet the steam output of the fluidized bed boiler and track the change of steam consumption in time.
- the combustion steam pressure control of the circulating fluidized bed boiler is related to the turbine load control.
- the task of the boiler steam pressure control system is to adjust the boiler fuel amount in time to make the straw direct combustion circulating fluidized bed.
- the steam output of the boiler is adapted to the energy input required by the turbine for external load demand.
- the mark is the steady change of the steam pressure of the straw direct-fired circulating fluidized bed boiler and the rapid change of the demand for steam consumption of the variable load.
- Variable load steam pressure tracking control method for direct-fired circulating fluidized bed boiler variable load steam pressure tracking control method for straw direct-fired circulating fluidized bed boiler based on fuzzy control technology, and straw direct-fired circulating fluidized bed boiler based on neural network control technology
- Variable load steam pressure tracking control method but the conventional PID tracking control of steam pressure is determined offline because the controller parameters are determined offline, and will not change with the change of straw fuel quality and load consumption, so it is not able to track the steam consumption due to load.
- the corresponding target value of the steam pressure is changed; also because of the large difference in the quality of the straw fuel, a large amount of ambiguity function is required, so that the calculation method of the tracking pressure control method of the variable-load vapor pressure of the circulating fluidized bed boiler is large; and based on the neural network Control technology of straw direct-fired circulating fluidized bed boiler variable load vapor pressure tracking control
- the law requires a large number of industrial data samples for offline training of straw direct combustion process model parameters to ensure a more accurate relationship between steam pressure and straw fuel volume.
- These straw direct-fired circulating fluidized bed boilers are subjected to variable load steam pressure tracking.
- the control method has a slow convergence rate for the steam regulation effect of the frequent fluctuation of straw fuel quality, understanding abstraction, and the application process is complicated.
- variable load vapor pressure tracking control method for circulating fluidized bed boilers.
- a variable load steam pressure tracking control method for a straw direct-fired circulating fluidized bed boiler comprising the following steps:
- t represents a time variable
- x 1 represents the vapor pressure of the circulating fluidized bed boiler, MPa
- x 2 represents the rate of change of the vapor pressure of the circulating fluidized bed boiler
- x 3 represents the variable acceleration of the vapor pressure of the circulating fluidized bed boiler
- M represents the amount of straw fuel used for combustion, t/h
- G represents the steady-state gain of the vapor pressure of the circulating fluidized bed boiler
- the constants T 1 , T 2 and ⁇ represent the cycle respectively Fluidized bed boiler drum pressure time constant, vapor pressure time constant and time lag, s;
- the column vector z [x 1 , x 2 , x 3 , q] T , the superscript T represents vector transposition; the matrices A, B and C are respectively
- the matrix W is a positive definite symmetric matrix, calculated by the MatLab function care, see equation (6):
- the matrix I 4 is a fourth-order unit matrix
- the technical idea of the invention is to establish a continuous time dynamic of the steam pressure and the straw burning amount of the straw direct-fired circulating fluidized bed boiler for the control problem of the actual vapor pressure tracking target value in the variable load of the straw direct-fired circulating fluidized bed boiler.
- the model defines the integral amount of the tracking deviation according to the target value of the vapor pressure, and then establishes the continuous time expansion dynamic model of the steam pressure and the straw burning amount of the straw direct-fired circulating fluidized bed boiler, and designs a straw direct combustion using the calculation result of the MatLab function care.
- the variable-load steam pressure automatic tracking controller of circulating fluidized bed boiler realizes the automatic tracking control of the variable load vapor pressure of the straw direct-fired circulating fluidized bed boiler to the target value.
- the main execution part of the invention is implemented on a circulating fluidized bed boiler control computer.
- the application process of this method can be roughly divided into three stages:
- Parameter setting including model parameters and tracking controller parameters: In the model import interface, input the values of constants G, T 1 , T 2 and ⁇ in model (1); in the tracking controller parameter setting interface, input The controller parameter ⁇ >0; after the input parameter is confirmed, the control computer sends the setting data to the computer storage unit RAM for storage;
- Off-line debugging Click the “Debug” button in the configuration interface, and the control system enters the tracking controller debugging stage.
- the unit step response of the steam pressure of the straw direct-fired circulating fluidized bed boiler is used as the test experiment, and the configuration interface is adjusted.
- the parameter ⁇ is used to observe the control effect of the steam pressure and the straw burning amount of the straw direct-fired circulating fluidized bed boiler, thereby determining a parameter that can achieve the variable load vapor pressure tracking control of the straw direct-fired circulating fluidized bed boiler;
- the parameter ⁇ Value rule: ⁇ is a positive real number;
- the adjustment rule of parameter ⁇ : increasing the value of ⁇ will shorten the tracking adjustment time of the steam pressure response of the straw direct-fired circulating fluidized bed boiler, but increase the burning amount of straw; on the contrary, reduce ⁇
- the value will smooth the steam pressure response and straw burning of the straw direct-fired circulating fluidized bed boiler, but extend the tracking adjustment time of the vapor pressure response of the circulating fluidized bed boiler. Therefore, when the actual debugging parameter ⁇ is used, the straw direct combustion circulating flow should be weighed. The comprehensive performance between the overpressure of the vapor pressure response of the chemical bed boiler, the tracking adjustment time, the damping effect and the burning amount of the straw;
- variable load steam pressure tracking control method of the straw direct-fired circulating fluidized bed boiler has only one design parameter, and the design is simple, easy to understand, simple to implement on the line, and practical;
- Straw straight When the steam pressure of the circulating fluidized bed boiler deviates from the target value under variable load, the calculation and adjustment control of the straw burning amount can be automatically realized, so that it can be applied to more complicated and varied variable load conditions to meet the straw direct combustion circulating fluidized bed boiler.
- the arching of fast load steam consumption demand improves the control level of the combustion system of straw direct-fired circulating fluidized bed boiler.
- Figure 1 is the real-time curve of steam pressure tracking of straw direct-fired circulating fluidized bed boiler.
- the dotted line is the real-time curve of steam pressure target value of straw direct-fired circulating fluidized bed boiler.
- the solid line is the real-time steam pressure of straw direct-fired circulating fluidized bed boiler. Response curve.
- Figure 2 is a real-time curve of straw burning in a straw direct-fired circulating fluidized bed boiler.
- variable load steam pressure tracking control method for a straw direct-fired circulating fluidized bed boiler, the method comprising the following steps:
- t represents a time variable
- x 1 represents the vapor pressure of the circulating fluidized bed boiler, MPa
- x 2 represents the rate of change of the vapor pressure of the circulating fluidized bed boiler
- x 3 represents the variable acceleration of the vapor pressure of the circulating fluidized bed boiler
- M represents the amount of straw fuel used for combustion, t/h
- G represents the steady-state gain of the vapor pressure of the circulating fluidized bed boiler
- the constants T 1 , T 2 and ⁇ represent the cycle respectively Fluidized bed boiler drum pressure time constant, vapor pressure time constant and time lag, s;
- the column vector z [x 1 , x 2 , x 3 , q] T , the superscript T represents vector transposition; the matrices A, B and C are respectively
- the matrix W is a positive definite symmetric matrix, calculated by the MatLab function care, see equation (6):
- the matrix I 4 is a fourth-order unit matrix
- next control cycle re-measure the actual value and target value of the vapor pressure of the circulating fluidized bed boiler, calculate the straw burning amount of the circulating fluidized bed boiler according to formula (5), and automatically control the combustion system of the circulating fluidized bed boiler.
- the amount of straw burning into the circulating fluidized bed boiler is adjusted in real time, so that the automatic tracking control of the variable load vapor pressure of the straw direct-fired circulating fluidized bed boiler to the target value P r is realized.
- This embodiment is a variable load steam pressure tracking control process for a straw direct-fired circulating fluidized bed boiler.
- the specific operations are as follows:
- Figure 1 shows the real-time curve of the vapor pressure tracking of the straw direct-fired circulating fluidized bed boiler.
- the dotted line shows the real-time curve of the vapor pressure target value of the straw direct-fired circulating fluidized bed boiler.
- the line is the steam pressure real-time response curve of the straw direct-fired circulating fluidized bed boiler;
- Figure 2 is the real-time curve of the straw burning amount of the straw direct-fired circulating fluidized bed boiler.
Landscapes
- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Fluidized-Bed Combustion And Resonant Combustion (AREA)
Abstract
Description
Claims (1)
- 一种秸秆直燃循环流化床锅炉变负荷蒸汽压跟踪控制方法,其特征在于:所述方法包括如下步骤:A variable load vapor pressure tracking control method for a straw direct-fired circulating fluidized bed boiler, characterized in that the method comprises the following steps:1)、考虑秸秆直燃循环流化床锅炉变负荷蒸汽压与秸秆燃料量的三阶连续时间动态模型,参见式(1):1) Consider the third-order continuous-time dynamic model of variable load steam pressure and straw fuel amount of straw direct-fired circulating fluidized bed boiler, see equation (1):其中,t表示时间变量;x 1表示循环流化床锅炉的蒸汽压,MPa;x 2表示循环流化床锅炉蒸汽压的变化速度;x 3表示循环流化床锅炉蒸汽压的变化加速度;“.”表示对应变量的一阶导数;M表示用于燃烧的秸秆燃料量,t/h;常数G表示循环流化床锅炉蒸汽压的稳态增益;常数T 1、T 2和τ分别表示循环流化床锅炉汽包压力时间常数、蒸汽压时间常数和时滞,s; Wherein t represents a time variable; x 1 represents the vapor pressure of the circulating fluidized bed boiler, MPa; x 2 represents the rate of change of the vapor pressure of the circulating fluidized bed boiler; x 3 represents the variable acceleration of the vapor pressure of the circulating fluidized bed boiler; "represents the first derivative of the corresponding variable; M represents the amount of straw fuel used for combustion, t/h; the constant G represents the steady-state gain of the vapor pressure of the circulating fluidized bed boiler; the constants T 1 , T 2 and τ represent the cycle respectively Fluidized bed boiler drum pressure time constant, vapor pressure time constant and time lag, s;2)、定义秸秆直燃循环流化床锅炉变负荷蒸汽压跟踪偏差的积分量q(t),参见式(2):2) Define the integral amount q(t) of the variable load vapor pressure tracking deviation of the straw direct-fired circulating fluidized bed boiler, see equation (2):其中,符号s表示积分器内的积分时间变量;P r表示秸秆直燃循环流化床锅炉蒸汽压的目标值;求积分量q(t)的一阶导数,参见式(3): Wherein, the symbol s represents the integral time variable in the integrator; P r represents the target value of the vapor pressure of the straw direct-fired circulating fluidized bed boiler; and the first derivative of the integral quantity q(t) is obtained, see equation (3):其中, 表示蒸汽压跟踪偏差积分量对时间变量的一阶导数; among them, Indicates the first derivative of the vapor pressure tracking deviation integral amount versus the time variable;3)、结合式(1)和式(3),建立秸秆直燃循环流化床锅炉变负荷蒸汽压与秸秆燃料量的连续时间扩展状态空间模型,参见式(4):3) Combining equations (1) and (3), establish a continuous time extended state space model of variable load steam pressure and straw fuel quantity of straw direct-fired circulating fluidized bed boiler, see equation (4):其中,列向量z=[x 1,x 2,x 3,q] T,上标T表示向量转置;矩阵A、B和C分别为 Wherein, the column vector z=[x 1 , x 2 , x 3 , q] T , the superscript T represents vector transposition; the matrices A, B and C are respectively4)、给定一个参数μ>0,设计用于计算秸秆直燃循环流化床锅炉变负荷蒸汽压跟踪控制***在t时刻的秸秆燃烧量的跟踪控制律,参见式(5):4), given a parameter μ>0, designed to calculate the tracking control law of straw burning amount at time t of variable load steam pressure tracking control system of straw direct-fired circulating fluidized bed boiler, see formula (5):M(t)=-μBWz(t) (5)M(t)=-μBWz(t) (5)其中,矩阵W为正定对称矩阵,通过MatLab函数care计算,参见式(6):Among them, the matrix W is a positive definite symmetric matrix, calculated by the MatLab function care, see equation (6):其中,矩阵I 4为4阶单位矩阵; Wherein, the matrix I 4 is a fourth-order unit matrix;5)、在线测量读取秸秆直燃循环流化床锅炉蒸汽压的实际值和目标值,根据式(5)实时计算循环流化床锅炉的秸秆燃烧量,循环流化床锅炉燃烧自动控制***根据秸秆燃烧量的计算结果实时调整进入循环流化床锅炉内的秸秆燃烧量;在下一个控制周期时,重新测量读取循环流化床锅炉蒸汽压的实际值和目标值,根据式(5)实时计算循环流化床锅炉的秸秆燃烧量,循环流化床锅炉燃烧自动控制***根据秸秆燃烧量的计算结果实时调整进入循环流化床锅炉内的秸秆燃烧量,如此周而复始,实现秸秆直燃循环流化床锅炉变负荷蒸汽压对目标值P r的自动跟踪控制。 5) On-line measurement and reading of the actual value and target value of the steam pressure of the straw direct-fired circulating fluidized bed boiler, calculating the straw burning amount of the circulating fluidized bed boiler according to formula (5), and the automatic control system of the circulating fluidized bed boiler combustion According to the calculation result of straw burning amount, the amount of straw burning into the circulating fluidized bed boiler is adjusted in real time; in the next control cycle, the actual value and the target value of the vapor pressure of the circulating fluidized bed boiler are re-measured, according to formula (5) The straw burning amount of the circulating fluidized bed boiler is calculated in real time, and the automatic control system of the circulating fluidized bed boiler is adjusted in real time according to the calculation result of the burning amount of straw, and the straw burning amount in the circulating fluidized bed boiler is adjusted in real time, so that the straw direct combustion cycle is realized. The automatic tracking control of the variable load vapor pressure of the fluidized bed boiler to the target value P r .
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711323880.6A CN108119909B (en) | 2017-12-13 | 2017-12-13 | A kind of stalk direct combustion circulating fluidized bed boiler varying duty vapour pressure tracking and controlling method |
CN201711323880.6 | 2017-12-13 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2019114402A1 true WO2019114402A1 (en) | 2019-06-20 |
Family
ID=62229846
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/CN2018/110347 WO2019114402A1 (en) | 2017-12-13 | 2018-10-16 | Variable load steam pressure tracking control method for straw direct-fired circulating fluidized bed boiler |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN108119909B (en) |
WO (1) | WO2019114402A1 (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108119909B (en) * | 2017-12-13 | 2019-03-05 | 浙江工业大学 | A kind of stalk direct combustion circulating fluidized bed boiler varying duty vapour pressure tracking and controlling method |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5400850B2 (en) * | 2011-10-12 | 2014-01-29 | 川崎重工業株式会社 | Method and apparatus for controlling exhaust heat boiler system |
CN105202571A (en) * | 2015-10-20 | 2015-12-30 | 国家电网公司 | Thermal generator set main steam pressure optimization control method |
CN105588122A (en) * | 2015-12-22 | 2016-05-18 | 山东中实易通集团有限公司 | Fuel control method and system applied to circulating fluidized bed boiler |
CN108119909A (en) * | 2017-12-13 | 2018-06-05 | 浙江工业大学 | A kind of stalk direct combustion circulating fluidized bed boiler varying duty vapour pressure tracking and controlling method |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101900348A (en) * | 2009-06-01 | 2010-12-01 | 上海捷控软件技术有限公司 | Method for predicting, controlling and improving efficiency of thermal power unit steam turbine by using steam pressure |
CN105757711B (en) * | 2016-03-18 | 2018-05-08 | 国家电投集团河南电力有限公司技术信息中心 | A kind of wide load main steam pressure control method of cogeneration units |
-
2017
- 2017-12-13 CN CN201711323880.6A patent/CN108119909B/en active Active
-
2018
- 2018-10-16 WO PCT/CN2018/110347 patent/WO2019114402A1/en active Application Filing
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5400850B2 (en) * | 2011-10-12 | 2014-01-29 | 川崎重工業株式会社 | Method and apparatus for controlling exhaust heat boiler system |
CN105202571A (en) * | 2015-10-20 | 2015-12-30 | 国家电网公司 | Thermal generator set main steam pressure optimization control method |
CN105588122A (en) * | 2015-12-22 | 2016-05-18 | 山东中实易通集团有限公司 | Fuel control method and system applied to circulating fluidized bed boiler |
CN108119909A (en) * | 2017-12-13 | 2018-06-05 | 浙江工业大学 | A kind of stalk direct combustion circulating fluidized bed boiler varying duty vapour pressure tracking and controlling method |
Also Published As
Publication number | Publication date |
---|---|
CN108119909A (en) | 2018-06-05 |
CN108119909B (en) | 2019-03-05 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Havlena et al. | Application of model predictive control to advanced combustion control | |
CN105627356B (en) | A kind of metallurgical gas fired-boiler combustion control system | |
CN105955210B (en) | The dynamic optimization method of waste heat boiler and Industrial Boiler combined generating system | |
CN111754093A (en) | Fly ash carbon content prediction method based on coal quality prediction and PSO-SVM | |
Sermyagina et al. | Integration of torrefaction and CHP plant: Operational and economic analysis | |
CN106622620A (en) | Medium-speed coal mill model building method based on system dynamics | |
Böhler et al. | Fuzzy model predictive control for small-scale biomass combustion furnaces | |
Cheng et al. | Maximum burning rate and fixed carbon burnout efficiency of power coal blends predicted with back-propagation neural network models | |
Zhao et al. | Coal-fired utility boiler modelling for advanced economical low-NOx combustion controller design | |
CN114036855A (en) | Dynamic coal blending method, system, equipment and storage medium for thermal power plant | |
Qiao | A novel online modeling for NOx generation prediction in coal-fired boiler | |
WO2019114402A1 (en) | Variable load steam pressure tracking control method for straw direct-fired circulating fluidized bed boiler | |
CN110889638A (en) | Thermal power plant operation evaluation method and related equipment | |
Mo et al. | Analysis on influencing factors and improvement of thermal efficiency of bagasse boilers based on performance test data | |
Hussain et al. | Pilot-scale biomass gasification system for hydrogen production from palm kernel shell (part B): dynamic and control studies | |
CN116401948A (en) | Online prediction method and system for generating amount of power station boiler ash based on LSTM | |
WO2019114401A1 (en) | Steam pressure pole-placement adjustment method of straw burning circulating fluidized bed boiler | |
CN108253413B (en) | A kind of biomass cogeneration of heat and power recirculating fluidized bed main steam pressure tracking and controlling method | |
Kortela et al. | Fault-tolerant model predictive control (FTMPC) for the BioGrate boiler | |
CN108253414B (en) | A kind of biomass cogeneration of heat and power process circulating fluidized bed boiler main steam pressure adjustment control method | |
CN112036091A (en) | Method for predicting air quantity of nozzle of four-corner tangential burner by using regression algorithm | |
Kortela et al. | Improvement of load-following capacity of grate boilers based on the combustion power soft-sensor | |
Abdullah et al. | Black smoke elimination via PID controlled co-firing technique at palm oil mill | |
Schörghuber et al. | Control of a biomass-furnace based on input-output-linearization | |
CN113515042B (en) | Multi-mode dry quenching Jiao Shaosun rate real-time computing system and computing method |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 18887683 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 18887683 Country of ref document: EP Kind code of ref document: A1 |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 18887683 Country of ref document: EP Kind code of ref document: A1 |
|
32PN | Ep: public notification in the ep bulletin as address of the adressee cannot be established |
Free format text: NOTING OF LOSS OF RIGHTS PURSUANT TO RULE 112(1) EPC (EPO FORM 1205A DATED 17/02/2021) |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 18887683 Country of ref document: EP Kind code of ref document: A1 |