JPH0720048B2 - Transient change tracking digital filter - Google Patents
Transient change tracking digital filterInfo
- Publication number
- JPH0720048B2 JPH0720048B2 JP62203416A JP20341687A JPH0720048B2 JP H0720048 B2 JPH0720048 B2 JP H0720048B2 JP 62203416 A JP62203416 A JP 62203416A JP 20341687 A JP20341687 A JP 20341687A JP H0720048 B2 JPH0720048 B2 JP H0720048B2
- Authority
- JP
- Japan
- Prior art keywords
- digital filter
- transient change
- signal
- deviation
- filter
- 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.)
- Expired - Lifetime
Links
Landscapes
- Filters That Use Time-Delay Elements (AREA)
Description
【発明の詳細な説明】 [発明の目的] (産業上の利用分野) 本発明は、ディジタル化された信号を濾波するディジタ
ルフィルタに関する。DETAILED DESCRIPTION OF THE INVENTION [Industrial Application] The present invention relates to a digital filter for filtering a digitized signal.
(従来の技術) 計装系で計測される信号には、一般に定常時においても
大なり小なりゆらぎが存在していることから、計測精度
を高めるためにフィルタによりゆらぎを抑える処理を行
う場合がある。しかし、あまりフィルタの時定数を大き
くしてゆらぎを抑えすぎると過渡変化に追従できなくな
るという不具合があった。(Prior Art) Since a signal measured by an instrumentation system generally has a large or small fluctuation even in a steady state, there is a case where a fluctuation suppressing process is performed by a filter in order to improve measurement accuracy. is there. However, if the time constant of the filter is made too large to suppress fluctuations too much, it is impossible to follow the transient change.
(発明が解決しようとする問題点) そこで、過渡変化追従型ディジタルフィルタが提案され
たが、この過渡変化追従型ディジタルフィルタによる方
法では、急激な過渡変化に対しては追従するが、比較的
ゆるやかな変化は追従が遅れるという不具合があった。(Problems to be Solved by the Invention) Therefore, a transient change tracking digital filter has been proposed. In the method using the transient change tracking digital filter, a rapid transient change is tracked, but a relatively gentle change is made. However, there was a problem that the change was delayed in tracking.
本発明は、上記問題を解消するためになされたもので、
その目的は、信号の定常状態では平滑性に優れ、また信
号の過渡状態でも追従性に優れ、さらに比較的ゆるやか
な過渡変化にも追従性に優れた過渡変化追従型ディジタ
ルフィルタを提供することにある。The present invention has been made to solve the above problems,
Its purpose is to provide a transient change tracking type digital filter that has excellent smoothness in a steady state of a signal, excellent followability in a transient state of a signal, and excellent followability even in a relatively gentle transient change. is there.
[発明の構成] (問題点を解決するための手段および作用) 本発明は上記目的を達成するために、ディジタル化され
た信号を濾波するディジタルフィルタにおいて、前記デ
ィジタルフィルタの入力信号と出力信号の差から過渡変
化を検出する過渡変化検出部と、前記ディジタルフィル
タの入力信号と出力信号の偏差を積分し,この偏差の積
分値から偏差大を検出する入出力偏差検出部と、前記過
渡変化検出時と偏差大検出時に前記ディジタルフィルタ
の時定数を前記信号のサンプリングごとに順次変化させ
るフィルタ処理部を備え、前記ディジタルフィルタの時
定数を大きくとることにより当該ディジタルフィルタの
入力信号が定常状態では平滑性を有し、また前記入力信
号の過渡状態または偏差大検出時では前記ディジタルフ
ィルタの時定数を順次小さくしていくことにより入力信
号に対する出力信号の追従性を良くするように構成した
ことを特徴とするものである。[Structure of the Invention] (Means and Actions for Solving Problems) In order to achieve the above object, the present invention provides a digital filter for filtering a digitized signal, in which an input signal and an output signal of the digital filter are A transient change detecting section for detecting a transient change from the difference; an input / output deviation detecting section for integrating a deviation between the input signal and the output signal of the digital filter and detecting a large deviation from an integrated value of the deviation; and the transient change detecting section. Time and a large deviation is detected, a filter processing unit that sequentially changes the time constant of the digital filter for each sampling of the signal is provided, and by increasing the time constant of the digital filter, the input signal of the digital filter is smoothed in a steady state. In addition, when the transient state or large deviation of the input signal is detected, It is characterized in that it has configured to improve tracking of the output signal to the input signal by sequentially decreasing the number.
(実施例) 本発明の実施例を図面を参照して説明する。(Example) The Example of this invention is described with reference to drawings.
第1図は本発明の一実施例のブロック構成図を示すもの
で、入力部1および出力部5は外部の信号がディジタル
信号かアナログ信号かにより、ディジタルのインターフ
ェースを用いるかA/D変換器もしくはD/A変換器が用いら
れる。FIG. 1 shows a block diagram of an embodiment of the present invention. Whether the input section 1 and the output section 5 use a digital interface or an A / D converter depending on whether the external signal is a digital signal or an analog signal. Alternatively, a D / A converter is used.
過渡変化検出部2では入力部1からフィルタ処理部3へ
の入力信号xiとフィルタ処理部3から出力部5への出力
信号yiの差の絶対値D、すなわち D=|xi−yi| を求め、これが基準値Dοを越えた場合には過渡変化発
生と判断して、過渡変化検出を知らせる信号をフィルタ
処理部3に入力する。基準値Dοとしては、例えば入力
信号xiの基準偏差σxのn倍、すなわち Dο=nσx というような値を使用する。ここで、nは平滑性と追従
性のどちらを重視するかにより決定される値である。ま
た、入力信号に高周波ノイズが含まれている時には、過
渡変化検出部2の前段にローパスフィルタを設けて、高
周波ノイズを除去するようにしてもよい。In the transient change detection unit 2, the absolute value D of the difference between the input signal xi from the input unit 1 to the filter processing unit 3 and the output signal yi from the filter processing unit 3 to the output unit 5, that is, D = | xi−yi | When it exceeds the reference value Do, it is determined that a transient change has occurred, and a signal notifying the detection of the transient change is input to the filter processing unit 3. As the reference value Dο, for example, a value n times the reference deviation σx of the input signal xi, that is, a value such as Dο = nσx is used. Here, n is a value determined depending on which of smoothness and followability is important. When the input signal contains high frequency noise, a low pass filter may be provided in front of the transient change detector 2 to remove the high frequency noise.
フィルタ処理部3は、基本的には従来のディジタルフィ
ルムから構成されるものであるが、過渡変化検出部2よ
り過渡変化検出の信号が入るか、または入出力偏差検出
部4より偏差大の信号が入ると、追従性を良くするため
に時定数を順次変化させる機能が付加されている。時定
数の変化方法としては、サンプリングの処理ごとに時定
数を1/k倍してゆく方法、すなわち Ti+1=1/kTi がある。ここで、Tiは時定数、kは出力信号yiの追従性
の要求度から決められる値である。The filter processing unit 3 is basically composed of a conventional digital film, but a signal for detecting a transient change is input from the transient change detecting unit 2 or a signal having a large deviation from the input / output deviation detecting unit 4. When is entered, a function for sequentially changing the time constant is added in order to improve followability. As a method of changing the time constant, there is a method of multiplying the time constant by 1 / k for each sampling process, that is, Ti +1 = 1 / kTi. Here, Ti is a time constant, and k is a value determined from the degree of request for the followability of the output signal yi.
入出力偏差検出部4では、入力部1からフィルタ処理部
3への入力信号xiとフィルタ処理部3から出力部5への
出力信号yiの差の積算値S、すなわち を求め、これが基準値Sοを越えた場合には偏差大と判
定して、偏差大検出を知らせる信号をフィルタ処理部3
に入力する。但し、tは時定数Tより小さい値であり、
偏差大の判定の周期である。基準値Sοとしては、例え
ば入力信号xiの標準偏差δxのm倍、すなわち Sο=
mδx というような値を使用する。ここで、mは入力と出力を
どの程度許容するかを標準偏差δxの係数として設定す
るものである。In the input / output deviation detection unit 4, the integrated value S of the difference between the input signal xi from the input unit 1 to the filter processing unit 3 and the output signal yi from the filter processing unit 3 to the output unit 5, that is, Is determined, and if it exceeds the reference value S0, it is determined that the deviation is large, and a signal notifying the detection of the large deviation is sent to the filter processing unit 3
To enter. However, t is a value smaller than the time constant T,
This is the cycle for determining a large deviation. The reference value Sο is, for example, m times the standard deviation δx of the input signal xi, that is, Sο =
Use a value such as mδx. Here, m is set as a coefficient of the standard deviation δx to what extent the input and the output are allowed.
第2図は本発明の過渡変化追従型ディジタルフィルタ
と,これまでの過渡変化追従型フィルタと,従来の1次
遅れフィルタの3つのフィルタの特性を比較したもの
で、入力信号6の過渡変化に対して、これまでの過渡変
化追従型フィルタの出力7と本発明の過渡変化追従型デ
ィジタルフィルタの出力8は直ちに追従するが、従来の
1次遅れフィルタの出力9は追従するのにかなりの時間
がかかっている。また、入力信号6のランプ状の変化
(緩やかな変化)に対して、これまでの過渡変化追従型
フィルタ出力の7は追従しきれないが、本発明の過渡変
化追従型ディジタルフィルタの出力8はよく追従してい
る。FIG. 2 compares the characteristics of the transient change tracking digital filter of the present invention, the transient change tracking filter up to now, and the conventional first-order lag filter. On the other hand, the output 7 of the conventional transient change tracking type filter and the output 8 of the transient change tracking type digital filter of the present invention immediately follow, but the output 9 of the conventional first-order lag filter takes a considerable time to follow. It depends. Further, the output 7 of the transient change following type digital filter according to the present invention is not able to follow the ramp change (slow change) 7 of the transient change following type filter output so far. Follows well.
このように、本発明の過渡変化追従型ディジタルフィル
タは定常時には平滑性が良く、また急激な過渡変化時に
は直ちに確実に追従し、また緩やかな過渡変化にも良く
追従することが出来るので、例えばプラントの流量制御
または原子炉における中性子束信号等に適用して、プラ
ントおよび原子炉の安全性に寄与することができる。As described above, the transient change tracking type digital filter of the present invention has good smoothness in a steady state, and immediately and reliably follows a rapid transient change, and also can follow a gentle transient change well. The present invention can be applied to the flow control of the above or to the neutron flux signal in a nuclear reactor, etc. to contribute to the safety of the plant and the nuclear reactor.
[発明の効果] 以上説明したように、本発明の過渡変化追従型ディジタ
ルフィルタによれば、定常時には平滑性に優れ、また急
激な過渡時や緩やかな過渡変化には追従性に優れたディ
ジタルフィルタ特性を有するので、定常時にゆらぎが大
きいが過渡変化を確実に捕えて警報を発しなければなら
ないような信号の誤警報防止とか、同様な信号を用いた
制御系における安定制御のための前処理等においてすぐ
れた効果を奏する。[Effects of the Invention] As described above, according to the transient change tracking type digital filter of the present invention, the digital filter having excellent smoothness in a steady state and excellent tracking property in a rapid transient or a gentle transient change. Due to its characteristics, it has large fluctuations in steady state, but it prevents false alarms of signals that must be triggered by reliably capturing transient changes, and preprocessing for stable control in control systems using similar signals. Has an excellent effect on.
第1図は本発明の一実施例のブロック構成図、第2図は
本発明の過渡変化追従型ディジタルフィルタと,これま
での過渡変化追従型フィルタと,従来の1次遅れディジ
タルフィルタの3つのフィルタの特性を比較した図であ
る。 1……入力部 2……過渡変化検出部 3……フィルタ処理部 4……入出力偏差検出部 5……出力部 6……入力信号FIG. 1 is a block diagram of an embodiment of the present invention, and FIG. 2 is a diagram showing three types of a transient change tracking digital filter of the present invention, a conventional transient change tracking filter, and a conventional first-order lag digital filter. It is a figure which compared the characteristic of a filter. 1 ... Input part 2 ... Transient change detection part 3 ... Filter processing part 4 ... Input / output deviation detection part 5 ... Output part 6 ... Input signal
Claims (1)
タルフィルタにおいて、前記ディジタルフィルタの入力
信号と出力信号の差から過渡変化を検出する過渡変化検
出部と、前記ディジタルフィルタの入力信号と出力信号
の偏差を積分し,この偏差の積分値から偏差大を検出す
る入出力偏差検出部と、前記過渡変化検出時と偏差大検
出時に前記ディジタルフィルタの時定数を前記信号のサ
ンプリングごとに順次変化させるフィルタ処理部を備
え、前記ディジタルフィルタの時定数を大きくとること
により当該ディジタルフィルタの入力信号が定常状態で
は平滑性を有し、また前記入力信号の過渡状態または偏
差大検出時では前記ディジタルフィルタの時定数を順次
小さくしていくことにより入力信号に対する出力信号の
追従性を良くするように構成したことを特徴とする過渡
変化追従型ディジタルフィルタ。1. A digital filter for filtering a digitized signal, wherein a transient change detector for detecting a transient change from a difference between an input signal and an output signal of the digital filter, and an input signal and an output signal of the digital filter. An input / output deviation detection unit that integrates the deviation and detects a large deviation from the integrated value of the deviation, and a filter that sequentially changes the time constant of the digital filter at the time of the transient change detection and the large deviation detection every sampling of the signal. The input signal of the digital filter has smoothness in a steady state by providing a processing unit and a large time constant of the digital filter, and when the input signal is in a transient state or a large deviation is detected, By gradually decreasing the constant, the followability of the output signal to the input signal will be improved. Transient tracking digital filter, characterized by being configured to.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP62203416A JPH0720048B2 (en) | 1987-08-18 | 1987-08-18 | Transient change tracking digital filter |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP62203416A JPH0720048B2 (en) | 1987-08-18 | 1987-08-18 | Transient change tracking digital filter |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPS6447115A JPS6447115A (en) | 1989-02-21 |
| JPH0720048B2 true JPH0720048B2 (en) | 1995-03-06 |
Family
ID=16473712
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP62203416A Expired - Lifetime JPH0720048B2 (en) | 1987-08-18 | 1987-08-18 | Transient change tracking digital filter |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPH0720048B2 (en) |
Families Citing this family (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP5369944B2 (en) * | 2009-07-07 | 2013-12-18 | 株式会社島津製作所 | Digital filter and material testing machine |
| GB2516655A (en) * | 2013-07-29 | 2015-02-04 | Gm Global Tech Operations Inc | Control apparatus for detecting a variation of a fluid level in a tank |
| WO2026042120A1 (en) * | 2024-08-19 | 2026-02-26 | 三菱電機株式会社 | Input device and noise removal method |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS60120611A (en) * | 1983-12-05 | 1985-06-28 | Fuji Electric Co Ltd | Digital filter |
| JPH0681920B2 (en) * | 1985-10-11 | 1994-10-19 | 日本電装株式会社 | Intake pressure detection device for internal combustion engine |
-
1987
- 1987-08-18 JP JP62203416A patent/JPH0720048B2/en not_active Expired - Lifetime
Also Published As
| Publication number | Publication date |
|---|---|
| JPS6447115A (en) | 1989-02-21 |
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