JPS62248917A - Device for measuring response error for boiler - Google Patents
Device for measuring response error for boilerInfo
- Publication number
- JPS62248917A JPS62248917A JP61093115A JP9311586A JPS62248917A JP S62248917 A JPS62248917 A JP S62248917A JP 61093115 A JP61093115 A JP 61093115A JP 9311586 A JP9311586 A JP 9311586A JP S62248917 A JPS62248917 A JP S62248917A
- Authority
- JP
- Japan
- Prior art keywords
- dead time
- signal
- boiler
- random noise
- coefficients
- 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
Links
- 238000005259 measurement Methods 0.000 claims description 8
- 239000000446 fuel Substances 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000000034 method Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 238000011156 evaluation Methods 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N5/00—Systems for controlling combustion
- F23N5/26—Details
- F23N5/265—Details using electronic means
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2227/00—Ignition or checking
- F23N2227/12—Burner simulation or checking
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2227/00—Ignition or checking
- F23N2227/18—Applying test signals, e.g. periodic
Landscapes
- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Feedback Control In General (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Regulation And Control Of Combustion (AREA)
Abstract
(57)【要約】本公報は電子出願前の出願データであるた
め要約のデータは記録されません。(57) [Summary] This bulletin contains application data before electronic filing, so abstract data is not recorded.
Description
【発明の詳細な説明】
[産業上の利用分野]
本発明は、制御対象が持つむだ時間を測定するようにし
たボイラに於ける応答誤差測定装置に関するものである
。DETAILED DESCRIPTION OF THE INVENTION [Field of Industrial Application] The present invention relates to a response error measuring device in a boiler that measures dead time of a controlled object.
[従来の技術]
例えばボイラ蒸気温度は燃料流量を増加しても直ちには
上昇せず、応答遅れ(以下むだ時間という)がある。し
かし、このむだ時間内に蒸気温度が上昇しないからとい
ってむやみに燃料流量を増加させるとむだ時間経過後に
蒸気温度が上昇しすぎ、蒸気温度を所定の温度に制御す
るのが困難となる。このように、制御系においては、制
御対象が持つむだ時間は制御の安定性に関わる重要な要
素である。[Prior Art] For example, even if the fuel flow rate is increased, the boiler steam temperature does not rise immediately, and there is a response delay (hereinafter referred to as dead time). However, if the fuel flow rate is increased needlessly even though the steam temperature does not rise within this dead time, the steam temperature will rise too much after the dead time has passed, making it difficult to control the steam temperature to a predetermined temperature. As described above, in a control system, the dead time of a controlled object is an important element related to control stability.
従来、例えばボイラ蒸気温度制御の場合のむだ時間は、
燃料流量をステップ信号として入力し、制御対象である
ボイラの蒸気温度が上昇するまでの時間を測定する動特
性試験を行うことによって求めていた。Conventionally, for example, the dead time in boiler steam temperature control is
This was determined by inputting the fuel flow rate as a step signal and conducting a dynamic characteristic test to measure the time it takes for the steam temperature of the boiler to rise.
[発明が解決しようとする問題点]
しかしながら、上述のむだ時間測定手段は、全ての操作
端を手動モードとしく制御I装置を切離す)、1つの操
作端だけにステップ入力を加える方法であるため、むだ
時間が連続的に変化する場合や実際の制御系を使用した
状態での測定は不可能であった。[Problems to be Solved by the Invention] However, the dead time measuring means described above is a method in which all operating terminals are set to manual mode and the control I device is disconnected), and a step input is applied to only one operating terminal. Therefore, it was impossible to measure when the dead time changes continuously or when using an actual control system.
本発明は上述の実情に鑑み、実時間(実際に装置を運転
している時間)でむだ時間を測定し得るようにすること
、むだ時間の連続的変化の追跡を可能にすること、制御
装置を使用した状態でのむだ時間の測定を可能にするこ
と、等を目的としてなしたものである。In view of the above-mentioned circumstances, the present invention has been made to enable measurement of dead time in real time (time when the device is actually operating), to enable tracking of continuous changes in dead time, and to a control device. This was done with the purpose of making it possible to measure dead time when using a
[問題点を解決するための手段]
本発明はランダムノイズを出力するランダムノイズ発生
装置と、該ランダムノイズ発生装置からの信号及びラン
ダムノイズ発生装置より被制御装置へ与えられた信号に
対応して該被制御装置から出力された測定対象の信号を
基に自己回帰モデルの係数を算出するパラメータ算出装
置と、算出した係数から該係数の大小関係を求めその結
果からむだ時間を導くパラメータ比較装置とを設けた構
成を価えている。[Means for Solving the Problems] The present invention provides a random noise generator that outputs random noise, a signal from the random noise generator, and a signal provided from the random noise generator to a controlled device. A parameter calculation device that calculates coefficients of an autoregressive model based on a measurement target signal output from the controlled device; and a parameter comparison device that calculates a magnitude relationship between the coefficients from the calculated coefficients and derives a dead time from the result. I appreciate the structure that provides this.
[作 用]
ランダムノイズ発生装置からのノイズ信号は被制御装置
及びパラメータ算出装置へ加えられ、被制御装置からは
ノイズ信号に応じて制御対象の信号が出力されてパラメ
ータ算出装置に与えられ、パラメータ算出装置では制御
対象の信号及びノイズ信号に基いて自己回帰モデルの係
数が求められ、自己回帰モデルの係数はパラメータ比較
装置で大小関係が比較され、その結果からむだ時間が算
出される。[Function] The noise signal from the random noise generator is applied to the controlled device and the parameter calculation device, and the controlled device outputs a signal to be controlled according to the noise signal and is given to the parameter calculation device, and the parameter calculation device outputs a signal to be controlled according to the noise signal. The calculation device calculates the coefficients of the autoregressive model based on the signal to be controlled and the noise signal, the coefficients of the autoregressive model are compared in magnitude by the parameter comparison device, and the dead time is calculated from the results.
[実 施 例]
以下、本発明の実施例を添付図面を参照しつつ説明する
。[Example] Hereinafter, an example of the present invention will be described with reference to the accompanying drawings.
第1図は本発明の一実施例で、図中1はボイラ蒸気温度
等の測定対象のある被制御装置、2はむだ時間測定装置
である。むだ時間測定装置2は、外乱を作り出すランダ
ムノイズ発生装置3、自己回帰モデルのパラメータ算出
装置4、パラメータ比較装置5、むだ時間表示装置6か
ら構成され、ランダムノイズ発生装置3は、経過時間主
の推移と共に常に変動している微小な入力信号u(kl
第2図参照)を被制御装置1及びパラメータ算出装置4
に加えるためのちのであり、パラメータ算出装置4は微
小な入力信号u (k)及び測定対象1からの出力信号
y (k)(第3図参照)を基に自己回帰モデルを算出
し自己回帰モデルから各係数を求めるためのものであり
、パラメータ比較装置5はパラメータ算出装置4で得ら
れた自己回帰モデルの各係数からパラメータの大小関係
を比較しむだ時間を算出するためのものであり、むだ時
間表示装置6は求められたむだ時間を表示するためのも
のである。FIG. 1 shows an embodiment of the present invention, in which numeral 1 represents a controlled device having an object to be measured, such as boiler steam temperature, and numeral 2 represents a dead time measuring device. The dead time measuring device 2 is composed of a random noise generating device 3 that generates a disturbance, a parameter calculating device 4 for an autoregressive model, a parameter comparing device 5, and a dead time display device 6. A minute input signal u(kl
(see Figure 2) in the controlled device 1 and the parameter calculation device 4.
The parameter calculation device 4 calculates an autoregressive model based on the minute input signal u (k) and the output signal y (k) from the measurement object 1 (see Figure 3). The parameter comparison device 5 is used to calculate the dead time by comparing the magnitude relationship of the parameters from each coefficient of the autoregressive model obtained by the parameter calculation device 4. The time display device 6 is for displaying the determined dead time.
装置実運転時には、ランダムノイズ発生装置3からは被
制御装置1 (例えば被制御装置1の測定対象がボイラ
蒸気温度の場合は、ボイラバーナへ供給される燃料流量
を制御する制御弁)及びパラメータ算出装置4へ微小な
外乱が入力信号u (k)として与えられ、被制御装置
1からは、例えばボイラ蒸気温度が出力信@ y (k
)としてパラメータ算出装置4へ加えられる。ここで、
成る時間の入力信号u (k)に対応する出力信号”!
/(k)(1人力1出力)の測定対象は、自己回帰モデ
ルを用いると下記のように表わすことここで m
;自己回帰モデルの次数に;離散的な時間
e(k);雑音又は誤差
al、bl :各々m個ずつの係数
又データのサンプリング周期をAtとすると、経過時間
t=R−Atで表わされる。而して、パラメータ算出装
置4では(1)式の係数ai 、 blと変換し、雑音
又は誤差e (k)が最小となるよで表わされる逐次形
最小二乗法を用いて係数at e biが決定される。During actual operation of the device, the random noise generator 3 sends the controlled device 1 (for example, if the measurement target of the controlled device 1 is the boiler steam temperature, a control valve that controls the flow rate of fuel supplied to the boiler burner) and the parameter calculation device. 4 is given a minute disturbance as an input signal u (k), and the controlled device 1 outputs, for example, boiler steam temperature as an output signal @ y (k
) to the parameter calculation device 4. here,
The output signal corresponding to the input signal u (k) at the time “!
The measurement target of /(k) (one person's output per person) can be expressed as follows using an autoregressive model.Here, m
; order of autoregressive model; discrete time e(k); noise or error al, bl: If the sampling period of each m coefficients or data is At, the elapsed time is expressed as t = R - At. . Therefore, the parameter calculation device 4 converts the coefficients ai and bl of equation (1), and calculates the coefficients at e bi using the recursive least squares method expressed as such that the noise or error e (k) is minimized. It is determined.
ここで、Jは評価関数である。ただし、自己回帰モデル
の次数mは、予め測定者が成る程度大きな数ぐむだ時間
りより充分大きくm〉〉LZAtで表わされる数)をパ
ラメータ算出装置4にセットしておく。Here, J is an evaluation function. However, the order m of the autoregressive model is set in the parameter calculation device 4 in advance to a value sufficiently larger than the dead time (m>>LZAt), which is large enough for the number of measurers.
自己回帰モデルの係数ai 、 biが求められたら、
各係数ai * blはパラメータ比較装置5に加えら
れ、該パラメータ比較装置5で各係数の大小関係が比較
され、この大小関係からむだ時間りが算出される。すな
わち、むだ時間りが存在するとbl u(k−i)の係
数す、のうち、bl、b2.・・・は小さく、むだ時間
を越えた時刻からはblはblより十分大きくなる。Once the coefficients ai and bi of the autoregressive model are calculated,
Each coefficient ai*bl is added to a parameter comparison device 5, which compares the magnitude of each coefficient, and calculates the dead time from this magnitude relationship. That is, if there is a dead time, the coefficients of bl, b2 . ... is small, and bl becomes sufficiently larger than bl from the time when the dead time is exceeded.
そこで、
l b + l くく I b i l
・・・σのが成立するiを探し出し、
L = (i−1) * A t −(v)からむだ
時間を算出する。求められたむだ時間りはむだ時間表示
部6に表示される。Therefore, l b + l kuku I b i l
...Find i for which σ holds, and calculate the dead time from L = (i-1) * A t - (v). The determined dead time is displayed on the dead time display section 6.
ただし被制御装置1は第4図に示すように制御装置が接
続されていなくとも或いは第5図に示すように制御装置
7が接続されていても測定対象の測定が可能である。理
由は、制御装置7によるフィードバックループはむだ時
間には影響しないためである。However, the controlled device 1 can measure the object to be measured even if the control device is not connected as shown in FIG. 4 or even if the control device 7 is connected as shown in FIG. The reason is that the feedback loop by the control device 7 does not affect the dead time.
なお、本発明の実施例においては、被制御装置がボイラ
の場合について説明したが脱硝装置に対しても適用でき
ること、測定対象は温度ではなく圧力としても実施でき
ること、その他、本発明の要旨を逸脱しない範囲内で種
々変更を加え得ること、等は勿論である。In the embodiments of the present invention, the case where the controlled device is a boiler has been described, but it is also applicable to a denitrification device, the measurement target can be measured not only temperature but also pressure, and other aspects that deviate from the gist of the present invention. Of course, various changes may be made within the scope.
[発明の効果1
本発明のボイラに於ける応答誤差測定装置によれば、
(D 被制御装置及びパラメータ算出装置への入力信
号として微小なランダムノイズを用いているため、むだ
時間の測定対象が制御されている場合でもむだ時間の測
定が可能となる、(I[> むだ時間が連続して変化
する場合、その変化を実時間で追跡することができる、
■) 数字モデルのパラメータ算出に逐次形最小二乗法
を用いることができるため実際の運転を行いながらむだ
時間の測定が可能となる、等、種々の優れた効果を奏し
得る。[Effect of the invention 1] According to the response error measuring device in a boiler of the present invention, (D) Since minute random noise is used as an input signal to the controlled device and the parameter calculation device, the dead time measurement target is It is possible to measure dead time even under controlled conditions. (I [> If the dead time changes continuously, the change can be tracked in real time.) Since the method of least squares can be used, it is possible to achieve various excellent effects such as being able to measure dead time while actually driving.
第1図は本発明のボイラに於ける応答誤差測定装置の一
実施例の説明図、第2図は第1図の装置で被制御装置及
びパラメータ算出装置へ入力される入力信号と時間との
関係を表わすグラフ、第3図は第1図の装置で被制御装
置からパラメータ算出装置へ加えられる出力信号と時間
との関係を表わすグラフ、第4図及び第5図は本発明の
ボイラに於ける応答誤差測定装置が適用される被制御装
置の構成例の説明図である。FIG. 1 is an explanatory diagram of an embodiment of the response error measuring device in a boiler according to the present invention, and FIG. 2 is an explanatory diagram of an example of the response error measuring device in a boiler according to the present invention, and FIG. FIG. 3 is a graph showing the relationship between the output signal applied from the controlled device to the parameter calculation device in the device shown in FIG. 1 and time, and FIGS. FIG. 2 is an explanatory diagram of a configuration example of a controlled device to which a response error measuring device is applied.
Claims (1)
と、該ランダムノイズ発生装置からの信号及びランダム
ノイズ発生装置より被制御装置へ与えられた信号に対応
して該被制御装置から出力された測定対象の信号を基に
自己回帰モデルの係数を算出するパラメータ算出装置と
、算出した係数から該係数の大小関係を求めその結果か
らむだ時間を導くパラメータ比較装置とを設けたことを
特徴とするボイラに於ける応答誤差測定装置。1) A random noise generator that outputs random noise, and a measurement target output from the controlled device in response to a signal from the random noise generator and a signal given to the controlled device from the random noise generator. A boiler characterized by being provided with a parameter calculation device that calculates coefficients of an autoregressive model based on a signal, and a parameter comparison device that calculates a magnitude relationship between the coefficients from the calculated coefficients and derives dead time from the result. Response error measuring device.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP61093115A JPS62248917A (en) | 1986-04-22 | 1986-04-22 | Device for measuring response error for boiler |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP61093115A JPS62248917A (en) | 1986-04-22 | 1986-04-22 | Device for measuring response error for boiler |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| JPS62248917A true JPS62248917A (en) | 1987-10-29 |
Family
ID=14073519
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP61093115A Pending JPS62248917A (en) | 1986-04-22 | 1986-04-22 | Device for measuring response error for boiler |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPS62248917A (en) |
-
1986
- 1986-04-22 JP JP61093115A patent/JPS62248917A/en active Pending
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