JPH1122933A - Combustion control method and apparatus for rotary grating furnace - Google Patents

Combustion control method and apparatus for rotary grating furnace

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Publication number
JPH1122933A
JPH1122933A JP9193330A JP19333097A JPH1122933A JP H1122933 A JPH1122933 A JP H1122933A JP 9193330 A JP9193330 A JP 9193330A JP 19333097 A JP19333097 A JP 19333097A JP H1122933 A JPH1122933 A JP H1122933A
Authority
JP
Japan
Prior art keywords
grate furnace
gravity
center
fuzzy
membership function
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.)
Granted
Application number
JP9193330A
Other languages
Japanese (ja)
Other versions
JP3968828B2 (en
Inventor
Yoichiro Sato
洋一郎 佐藤
Naohisa Ikuta
直央 生田
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.)
IHI Corp
Original Assignee
IHI Corp
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 IHI Corp filed Critical IHI Corp
Priority to JP19333097A priority Critical patent/JP3968828B2/en
Publication of JPH1122933A publication Critical patent/JPH1122933A/en
Application granted granted Critical
Publication of JP3968828B2 publication Critical patent/JP3968828B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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  • Incineration Of Waste (AREA)
  • Feedback Control In General (AREA)

Abstract

PROBLEM TO BE SOLVED: To effect automatic control of combustion for a long period of time, by accurately carrying out a control for stabilizing position of a center of gravity of a flame within a constant range, without regard to fluctuations of refuse layer in a rotary grating furnace and calorific value of refuse. SOLUTION: An interior of a grate furnace body 1 is imaged by a TV camera 17 and its signals are processed by an image processor 18, in order to measure a center 16c of gravity of a flame 16 from coordinates in a circumferential direction and a longitudinal direction. If difference is detected between a measured position of the center of gravity of the flame and a reference point, fuzzy operation is carried out by a fuzzy control arithmetic unit so as to nullify the difference. Values of membership functions of circumferential direction burning index and longitudinal direction burning index are combined to infer rotational speed of a rotary grate furnace, and a center of gravity of inference result is derived by a center-of-gravity method and extracted as an adjustment amount of rotational speed, and the rotational speed of the rotary grate furnace is regulated so as to control combustion.

Description

【発明の詳細な説明】DETAILED DESCRIPTION OF THE INVENTION

【0001】[0001]

【発明の属する技術分野】本発明は都市ごみ等を焼却す
る回転火格子炉のごみ燃焼状況を或る範囲に安定させる
ように制御させるようにする回転火格子炉の燃焼制御方
法及び装置に関するものである。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method and an apparatus for controlling the combustion of a rotary grate furnace for controlling the refuse combustion state of a rotary grate furnace for incineration of municipal solid waste and the like to a certain range. It is.

【0002】[0002]

【従来の技術】回転火格子炉は、図8に概要を示す如
く、入口側ヘッダー管2と出口側ヘッダー管3との間
に、多数の水管4を円周方向に一定間隔で配置して、各
水管4の両端をそれぞれ上記入口側ヘッダー管2と出口
側ヘッダー管3に接続して連通させると共に、各水管4
間に、多数の空気孔を設けた炉壁板を取り付けて、円筒
状の火格子炉本体1を構成し、該火格子炉本体1をカバ
ーケーシング5内に回転自在に収納して、出口側ヘッダ
ー管3の方が低くなるように傾斜させて横置し、且つ上
記火格子炉本体1の入口側と出口側の端部外周にタイヤ
6をそれぞれ取り付けて、各タイヤ6をそれぞれターニ
ングローラ7上に載置させ、モータ8により一方のター
ニングローラ7を回転させることにより火格子炉本体1
を回転させるようにしてあり、更に、火格子炉本体1の
下方部に風箱9を設置して、該風箱9から火格子炉本体
1の壁を通して空気を導入させるようにし、上流側に接
続した投入ホッパー10から投入されるごみ11をプッ
シャ装置12にて火格子炉本体1内へ入れ、火格子炉本
体1を回転させながらごみ11を焼却するようにしてあ
る。
2. Description of the Related Art In a rotary grate furnace, a large number of water tubes 4 are circumferentially arranged at regular intervals between an inlet header tube 2 and an outlet header tube 3, as schematically shown in FIG. The two ends of each water pipe 4 are connected to the inlet header pipe 2 and the outlet header pipe 3 so as to communicate with each other.
A furnace wall plate provided with a large number of air holes is attached therebetween to form a cylindrical grate furnace main body 1, and the grate furnace main body 1 is rotatably housed in a cover casing 5, and is provided on an outlet side. The header tube 3 is placed sideways at an angle so as to be lower, and the tires 6 are attached to the outer periphery of the entrance side and the exit side of the grate furnace main body 1, respectively. The grate furnace main body 1 is placed on the grate furnace body 1 by rotating one of the turning rollers 7 by the motor 8.
Is rotated, and further, a wind box 9 is installed below the grate furnace main body 1 so that air is introduced from the wind box 9 through the wall of the grate furnace main body 1, and The refuse 11 put in from the connected hopper 10 is put into the grate furnace main body 1 by the pusher device 12, and the refuse 11 is incinerated while rotating the grate furnace main body 1.

【0003】13は後燃焼装置、14は二次燃焼室、1
5は水管4内にボイラ水を循環流通させるように出口側
ヘッダー管3に連結してあるユニバーサルジョイントで
ある。
[0003] 13 is a post-combustion device, 14 is a secondary combustion chamber, 1
Reference numeral 5 denotes a universal joint connected to the outlet header pipe 3 so as to circulate and circulate boiler water in the water pipe 4.

【0004】かかる構成の回転火格子炉でごみの焼却を
行う場合、ごみの焼却温度が不安定で不完全燃焼を起こ
すと、有害なダイオキシンが発生するおそれがある。
When incinerating refuse in a rotary grate furnace having such a configuration, harmful dioxin may be generated if the incineration temperature of the refuse is unstable and incomplete combustion occurs.

【0005】そのため、ごみの焼却においては、ごみを
確実に、且つ安定して燃焼させるようにするための工夫
が行われている。
[0005] Therefore, in the incineration of refuse, a device is devised to surely and stably burn the refuse.

【0006】従来、回転火格子炉の火格子炉本体1内で
のごみの焼却において、ごみの燃焼状況を知る尺度の1
つとして、燃え切り点を計測する方法が採られており、
燃え切り点の位置が火格子炉本体1内のどの範囲にある
かを見て、燃え切り点の位置を安定させるようにファジ
ィ理論を用いて制御する方法が提案されている。
Conventionally, in incineration of refuse in a grate furnace main body 1 of a rotary grate furnace, one of the scales for knowing the combustion state of refuse is 1
One is to measure the burn-out point,
A method has been proposed in which the position of the burn-off point is located within the grate furnace main body 1 and controlled using fuzzy theory so as to stabilize the position of the burn-off point.

【0007】すなわち、図9に示す如く、火格子炉本体
1内のごみ11の焼却において、火炎16の発生個所が
斜線で示す如き範囲にあるとき、火炎16の最下点であ
る燃え切り点16aの位置を火格子炉本体1内の長手方
向(上下流方向)にどの位偏っているかを計測し、この
燃え切り点16aの位置が或る部分で安定するようにフ
ァジィ理論を用いて回転火格子炉の回転数の制御、回転
火格子炉内へのごみ11の供給量制御等を行うようにす
るものである。
That is, as shown in FIG. 9, in the incineration of the refuse 11 in the grate furnace main body 1, when the place where the flame 16 is generated is in the range shown by oblique lines, the burn-off point which is the lowest point of the flame 16 The position of the burn-out point 16a is measured in the longitudinal direction (upstream / downstream direction) in the grate furnace main body 1 and the position of the burn-out point 16a is rotated using fuzzy theory so that the position of the burn-out point 16a is stabilized in a certain portion. The control of the number of rotations of the grate furnace, the control of the supply amount of the refuse 11 into the grate furnace, and the like are performed.

【0008】[0008]

【発明が解決しようとする課題】ところが、従来の図9
に示す燃え切り点16aの計測は、ごみ質、ごみ層が均
一化することを前提にしたものであり、実際には、ごみ
層の不均一やごみ質の高カロリー化等の影響で、ごみ層
と炉内でのごみの広がりに変化が起こり、図10に示す
如く、燃焼が不良になると、燃え切り点16aの炉の長
手方向の距離は図9と同じであっても、周方向では右方
に移動するため、燃え切り点として炉の長手方向の距離
のみを計測したのでは、正確な燃焼状況の把握ができ
ず、燃え切り点による従来の燃焼良否情報を制御系に反
映できない、という問題がある。
[0009] However, FIG.
The measurement of the burn-off point 16a shown in Fig. 4 is based on the premise that the waste quality and the waste layer become uniform. Actually, the waste level is not uniform due to the unevenness of the waste layer and the increase in the calorie of the waste quality. As shown in FIG. 10, a change occurs in the spread of the debris in the bed and the furnace, and as shown in FIG. 10, when the combustion becomes poor, the circumferential distance of the burn-off point 16a is the same as that in FIG. To move to the right, measuring only the longitudinal distance of the furnace as the burn-off point, it is not possible to accurately grasp the combustion situation, and it is not possible to reflect the conventional combustion quality information based on the burn-off point in the control system, There is a problem.

【0009】そこで、本発明は、火炎の最下点である燃
え切り点を計測することに代えて、火炎の重心点の位置
を火格子炉内の長手方向のほかに周方向でも計測して、
ごみ厚層、ごみカロリーの変動に対して的確に追従し、
燃焼良否の精度を向上し、制御精度の向上と燃焼の長期
自動制御が図れるようにしようとするものである。
Accordingly, the present invention measures the position of the center of gravity of the flame not only in the longitudinal direction in the grate furnace but also in the circumferential direction instead of measuring the burn-out point which is the lowest point of the flame. ,
Follow the garbage thick layer and the change in garbage calorie accurately,
The purpose of the present invention is to improve the accuracy of combustion quality so as to improve control accuracy and achieve long-term automatic control of combustion.

【0010】[0010]

【課題を解決するための手段】本発明は、上記課題を解
決するために、火格子炉本体内に下方から空気を導入し
該火格子炉本体を回転させながら内部に供給されたごみ
を焼却するようにしてある回転火格子炉における上記火
格子炉本体内部のごみ燃焼個所の火炎重心点位置を、該
火格子炉本体の長手方向と周方向の座標から求めて、そ
の火炎重心点の位置が一定の範囲内で安定した燃焼とな
るように、ファジィ演算により周方向燃え方指標と長手
方向燃え方指標の各メンバーシップ関数の値をファジィ
規則すべてについて回転火格子炉回転数のメンバーシッ
プ関数に示して推論し、次いで、該回転火格子炉回転数
のメンバーシップ関数を合成して得られた推論結果の重
心を重心法で求め、この重心の値を回転数調整量として
回転火格子炉の回転数を調整し燃焼制御を行う方法及び
装置とし、ファジィ規則を、周方向燃え方指標の大、
中、小と長手方向燃え方指標の大、中、小の組み合わせ
で複数項目作り、各項目ごとに回転火格子炉回転数を推
論するものとする。
According to the present invention, in order to solve the above-mentioned problems, air is introduced from below into a grate furnace main body, and the refuse supplied thereto is incinerated while rotating the grate furnace main body. The position of the center of gravity of the flame of the grate furnace main body in the rotary grate furnace is determined from the coordinates in the longitudinal direction and circumferential direction of the main body of the grate furnace. In order to obtain stable combustion within a certain range, the value of each membership function of the circumferential burning index and the longitudinal burning index is calculated by fuzzy calculation for all fuzzy rules. , And then calculate the center of gravity of the inference result obtained by synthesizing the membership function of the rotating grate furnace rotation speed by the center of gravity method. Times A method and apparatus for adjusting the combustion control of the number, the fuzzy rules, the circumferential burning way indicator large,
A plurality of items are created by combining medium, small, and large, medium, and small indices on how to burn in the longitudinal direction, and the rotational speed of the rotating grate furnace is inferred for each item.

【0011】火炎重心点の位置が長手方向のみでなく周
方向からも求められることにより、ごみ厚層、ごみカロ
リーの変動に対しても重心点位置を的確に追従させるこ
とができて、燃焼良否の判断の精度が向上する。
Since the position of the center of gravity of the flame can be determined not only in the longitudinal direction but also in the circumferential direction, the position of the center of gravity can be made to accurately follow fluctuations in the thickness of the garbage layer and the calories of the garbage. The accuracy of the judgment is improved.

【0012】又、周方向燃え方指標と長手方向燃え方指
標の各メンバーシップ関数の値をファジィ規則ごとに同
時合成を実施することにより調整量の精度を向上するこ
とができる。
Further, the accuracy of the adjustment amount can be improved by simultaneously synthesizing the values of the membership functions of the circumferential burning index and the longitudinal burning index for each fuzzy rule.

【0013】[0013]

【発明の実施の形態】以下、本発明の実施の形態を図面
を参照して説明する。
Embodiments of the present invention will be described below with reference to the drawings.

【0014】図1は本発明の実施の一形態を示すもの
で、図8に示した回転火格子炉と同様な構成としてある
回転火格子炉の火格子炉本体1の下流側後方位置に、炉
内を下流側から上流側に向けて撮像するITVカメラ1
7を設置し、該カメラ17でとらえた火格子炉本体1内
のごみの燃焼状況の画像信号を処理する画像処理装置1
8を設置し、更に、該画像処理装置18で処理された火
炎16の最も輝度の高いところを重心点16cとしてと
らえて、火炎16の重心点16cの位置が或る範囲に安
定するようファジィ推論を行うファジィ制御演算装置1
9を設け、該ファジィ制御演算装置19からモータ8へ
回転数補正指令が出されて回転火格子炉の回転数が調整
されるようにする。
FIG. 1 shows an embodiment of the present invention. In the rotary grate furnace having the same structure as the rotary grate furnace shown in FIG. ITV camera 1 for imaging the inside of the furnace from downstream to upstream
And an image processing apparatus 1 for processing image signals of the combustion state of the refuse in the grate furnace main body 1 captured by the camera 17
8 is set, and the point of the highest luminance of the flame 16 processed by the image processing device 18 is taken as the center of gravity 16c, and fuzzy inference is performed so that the position of the center of gravity 16c of the flame 16 is stabilized in a certain range. Fuzzy control arithmetic unit 1 that performs
The fuzzy control arithmetic unit 19 issues a rotation speed correction command to the motor 8 to adjust the rotation speed of the rotary grate furnace.

【0015】図1において、図8と同一のものには同一
符号が付してある。
In FIG. 1, the same components as those in FIG. 8 are denoted by the same reference numerals.

【0016】上記画像処理装置18は、火炎16の輝度
が最も高いところを重心点16cとしてとらえて、火炎
の重心点16cを、火炎16の面積と、火格子炉本体1
の長手方向と周方向の座標から求め、重心点16cの周
方向座標での位置検出と長手方向座標での位置検出を行
って周方向の燃え方指標aと長手方向の燃え方指標bを
計測するものである。
The image processing device 18 regards the point where the luminance of the flame 16 is the highest as the center of gravity 16c, and determines the center of gravity 16c of the flame as the area of the flame 16 and the grate furnace main body 1c.
Is obtained from the coordinates in the longitudinal direction and the circumferential direction, and the position of the center of gravity 16c is detected in the circumferential direction and the position in the longitudinal direction is detected to measure the burning index a in the circumferential direction and the burning index b in the longitudinal direction. Is what you do.

【0017】ファジィ制御演算装置19は、図2に示す
ブロック図の如く、画像処理装置18で計測された重心
点16cの周方向と長手方向の燃え方指標a及びbと、
重心点16cを落ち着かせようとする周方向と長手方向
の範囲としての基準値(燃え方設定値)との偏差を求め
る加え合わせ点20と、回転火格子炉の回転数を推論す
るファジィ演算部21と、該ファジィ演算部21で求め
られた回転火格子炉の回転数調整量と回転火格子炉の回
転数設定値24とを加え合わせる加え合わせ点25と、
回転火格子炉の回転コントローラ26と、制御対象(回
転火格子炉)27とを備えており、上記ファジィ演算部
21は、重心点位置の検出値ごとに9項目にわたるファ
ジィ規則によりファジィ演算を行わせるルール部22
と、該ルール部22で演算された回転火格子炉回転数を
合成した推論結果の重心を求め、回転数調整量を求める
ようにするファジィ合成部23とからなっている。
As shown in the block diagram of FIG. 2, the fuzzy control arithmetic unit 19 includes indices a and b in the circumferential and longitudinal directions of the center of gravity 16c measured by the image processing unit 18, and
An addition point 20 for calculating a deviation between a reference value (a set value of how to burn) as a range in the circumferential direction and a longitudinal direction in which the center of gravity 16c is settled, and a fuzzy calculation unit for inferring the rotation speed of the rotary grate furnace. 21, an addition point 25 for adding the rotation speed adjustment amount of the rotary grate furnace and the rotation speed set value 24 of the rotary grate furnace obtained by the fuzzy calculation unit 21;
The apparatus includes a rotary controller 26 of a rotary grate furnace and a control object (rotary grate furnace) 27. The fuzzy calculation unit 21 performs fuzzy calculation according to fuzzy rules covering nine items for each detected value of the position of the center of gravity. Rule section 22
And a fuzzy synthesizing unit 23 for calculating the center of gravity of the inference result obtained by synthesizing the rotational speed of the rotary grate furnace calculated by the rule unit 22 and calculating the rotational speed adjustment amount.

【0018】上記ルール部22に組み込まれている火炎
重心位置による燃え方指標a、燃え方指標bと、これに
伴う回転火格子炉の回転数cの関係を示す9項目のファ
ジィ規則は、次のとおりである。 aが大(PB)で、bが大(PB)ならば、cは現状維持(NN) aが大(PB)で、bが中(NN)ならば、cは下げる(NB) aが大(PB)で、bが小(NB)ならば、cは下げる(NB) aが中(NN)で、bが大(PB)ならば、cは上げる(PB) aが中(NN)で、bが中(NN)ならば、cは現状維持(NN) aが中(NN)で、bが小(NB)ならば、cは下げる(NB) aが小(NB)で、bが大(PB)ならば、cは上げる(PB) aが小(NB)で、bが中(NN)ならば、cは上げる(PB) aが小(NB)で、bが小(NB)ならば、cは現状維持(NN) 上記ファジィ規則〜をファジィ規則表に置き換える
と、図3のマトリックス表のようになり、回転火格子炉
回転数の結果は図3に示すようになる。
The fuzzy rules of nine items indicating the relationship between the burning index a and the burning index b based on the position of the center of gravity of the flame and the rotation speed c of the rotary grate furnace associated therewith are as follows. It is as follows. If a is large (PB) and b is large (PB), c remains the same (NN) If a is large (PB) and b is medium (NN), c is lowered (NB) a is large In (PB), if b is small (NB), c is lowered (NB) a is medium (NN), if b is large (PB), c is raised (PB) a is medium (NN) , If b is medium (NN), c is the status quo (NN) a is medium (NN), if b is small (NB), c is lowered (NB) a is small (NB), b is If large (PB), increase c (PB) a is small (NB), if b is medium (NN), increase c (PB) a is small (NB), b is small (NB) Then, c is the status quo (NN) If the above fuzzy rules are replaced by a fuzzy rule table, the matrix becomes as shown in the matrix table of FIG. 3, and the result of the rotating grate furnace rotation speed is as shown in FIG.

【0019】上記ルール部22では、火炎16の重心点
16cの位置の計測値と基準値との偏差ごとに上記9項
目のファジィ規則すべてについて細かく計算されてファ
ジィ演算が行われ、周方向燃え方指標aのメンバーシッ
プ関数の値と長手方向燃え方指標bのメンバーシップ関
数の値をmax−min法により各々回転火格子炉回転
数cのメンバーシップ関数に示して行くような処理を行
い、ファジィ合成部23では、ルール部22で示された
回転火格子炉回転数cのメンバーシップ関数の推論結果
を実際の回転数調整量として重心法で求めるようにす
る。
The rule unit 22 performs a fuzzy calculation by performing fine calculations on all of the nine fuzzy rules described above for each deviation between the measured value of the position of the center of gravity 16c of the flame 16 and the reference value. A process is performed to show the membership function value of the index a and the membership function value of the longitudinal burning index b in the membership function of the rotating grate furnace rotation speed c by the max-min method, respectively. The synthesis unit 23 obtains the inference result of the membership function of the rotating grate furnace rotation speed c indicated by the rule unit 22 as the actual rotation speed adjustment amount by the centroid method.

【0020】次に、ファジィ演算部21で行うファジィ
規則による回転火格子炉の回転数制御について説明す
る。
Next, the control of the rotational speed of the rotary grate furnace by the fuzzy rules performed by the fuzzy calculation unit 21 will be described.

【0021】図4は、火格子炉本体1を平面的に見て火
炎16の重心点16cが基準位置Xからどこの位置に動
いたかを計測して、周方向燃え方指標aと長手方向燃え
方指標bでとらえる場合において、一例として、火炎1
6の重心点16cがX位置(a=0.0m,b=2.0
m)からγの位置(a=0.15m,b=2.25m)
に動いた場合を示している。
FIG. 4 shows where the center of gravity 16c of the flame 16 has moved from the reference position X when the grate furnace main body 1 is viewed in a plan view, and the circumferential burning index a and the longitudinal burning index are measured. In the case where the direction index b is used, for example, the flame 1
6 is located at the X position (a = 0.0 m, b = 2.0
m) to the position of γ (a = 0.15 m, b = 2.25 m)
Shows the case of moving to.

【0022】なお、燃え方指標a及びbと回転火格子炉
の回転数(rpm)cのファジィ制御範囲は、−1.0≦a
≦1.0、0.75≦b≦3.25、0.025≦c≦
0.045とし、これらの範囲内でファジィ制御を適用
するようにする。これらの範囲を外れた場合は、警告を
発し、操作員が手動で調整させることになる。
The fuzzy control range of the burning index a and b and the rotation speed (rpm) c of the rotary grate furnace is -1.0 ≦ a
≦ 1.0, 0.75 ≦ b ≦ 3.25, 0.025 ≦ c ≦
0.045, and fuzzy control is applied within these ranges. If these ranges are not met, a warning will be issued and the operator will make manual adjustments.

【0023】今、図4に示すように重心点16cの位置
がX位置からγの位置に移動した場合は、前記したファ
ジィ規則のに相当するので、回転火格子炉の回転数を
下げるように制御することになるが、この場合、次のよ
うな操作が行われる。
Now, as shown in FIG. 4, when the position of the center of gravity 16c moves from the X position to the position of γ, it corresponds to the above-mentioned fuzzy rule, so that the rotational speed of the rotary grate furnace is reduced. In this case, the following operation is performed.

【0024】先ず、燃え方指標aのメンバーシップ関数
は、図5(イ)に示す如くであり、燃え方指標bのメン
バーシップ関数は図5(ロ)の如くであり、又、回転火
格子炉の回転数cのメンバーシップ関数は図5(ハ)に
示す如くである。
First, the membership function of the burning index a is as shown in FIG. 5A, the membership function of the burning index b is as shown in FIG. The membership function of the furnace rotation speed c is as shown in FIG.

【0025】図5(イ)(ロ)に示す各メンバーシップ
関数においては、各交点AとBを基準として大、中、小
の範囲を決めるようにし、図5(イ)の燃え方指標aで
は、a>0.1で大、−0.1≦a≦0.1で中、a<
−0.1で小と判断し、図5(ロ)の燃え方指標bで
は、b>2.25で大、1.75≦b≦2.25で中、
b<1.75で小と判断するようにする。
In each of the membership functions shown in FIGS. 5A and 5B, the large, medium and small ranges are determined based on the intersections A and B, and the burning index a shown in FIG. Then, a> 0.1 is large, -0.1 ≦ a ≦ 0.1, medium, a <
It is judged to be small at −0.1, and according to the burning index b of FIG. 5B, large at b> 2.25 and medium at 1.75 ≦ b ≦ 2.25.
If b <1.75, it is determined to be small.

【0026】図4において、火炎16の重心点16cの
位置がXからγの位置に移動した場合は、γの位置はa
=0.15、b=2.25であるから、aは図5(イ)
で、0.15が数値0.1を越えているので、大(PB)と
し、bは図5(ロ)で2.25が1.75≦b≦2.2
5の範囲に入っているので、中(NN)とし、これを図3の
ルールを基にファジィ規則からまでの9項目につい
てメンバーシップ関数で細かく計算するようにする。
In FIG. 4, when the position of the center of gravity 16c of the flame 16 moves from X to the position of γ, the position of γ becomes a
Since a = 0.15 and b = 2.25, a is shown in FIG.
Since 0.15 exceeds the numerical value of 0.1, it is assumed to be large (PB), and b is 2.25 in FIG. 5 (b) and 1.75 ≦ b ≦ 2.2.
Since it is in the range of 5, it is set to medium (NN), and this is finely calculated by the membership function for nine items from the fuzzy rule based on the rule of FIG.

【0027】図6は上記からまでのファジィ規則に
ついて計算するメンバーシップ関数の値を示すもので、
図6(イ)はγの位置におけるファジィ規則によるメ
ンバーシップ関数の値について、図6(ロ)は同じくフ
ァジィ規則によるメンバーシップ関数の値について示
し、同様に、図6(ハ)(ニ)(ホ)(ヘ)(ト)
(チ)(リ)はそれぞれファジィ規則に
よるメンバーシップ関数の値を示している。
FIG. 6 shows the values of the membership function calculated for the fuzzy rules described above.
6A shows the value of the membership function based on the fuzzy rule at the position of γ, and FIG. 6B shows the value of the membership function based on the fuzzy rule. Similarly, FIGS. E) (he) (g)
(H) and (I) show the values of the membership function according to the fuzzy rules, respectively.

【0028】ファジィ規則は、aが大、bが大である
から、aのメンバーシップ関数の値は、a=0.15の
ところで0.7であり、bのメンバーシップ関数の値
は、b=2.25のところで0.5であるが、min法
を適用して0.5をとる。これを回転火格子炉の回転数
cのメンバーシップ関数に示すと、図示の如き値とな
る。
Since the fuzzy rule is that a is large and b is large, the value of the membership function of a is 0.7 at a = 0.15, and the value of the membership function of b is b Is 0.5 at 2.25, but 0.5 is obtained by applying the min method. If this is shown as a membership function of the number of rotations c of the rotary grate furnace, the value becomes as shown in the figure.

【0029】同様にして、ファジィ規則では、aが
大、bが中であるから、aのメンバーシップ関数の値は
0.7、bのメンバーシップ関数の値は0.5であり、
min法により小さい値の0.5をとり、これを回転火
格子炉の回転数cのメンバーシップ関数に示して行く。
Similarly, in the fuzzy rule, since a is large and b is medium, the value of the membership function of a is 0.7, the value of the membership function of b is 0.5,
A smaller value of 0.5 is taken for the min method, and this is shown in the membership function of the rotational speed c of the rotary grate furnace.

【0030】このように、計測された火炎重心点位置γ
について、ファジィ規則〜のすべてにわたってaの
メンバーシップ関数の値とbのメンバーシップ関数の値
をmin法を適用して、小さい方の値を回転火格子炉の
回転数cのメンバーシップ関数に示して行くようにし、
図6(イ)〜(リ)における回転火格子炉の回転数cの
メンバーシップ関数に示された結果からファジィ合成部
23で推論結果が図7に示す如き図形として表わされ、
重心法により図形の重心位置を求め、その点の値を回転
数調整量として取り出すようにする。
Thus, the measured flame center-of-gravity point position γ
For all of the fuzzy rules ~, the value of the membership function of a and the value of the membership function of b are applied to the min method, and the smaller value is shown in the membership function of the rotational speed c of the rotating grate furnace. To go
From the results shown in the membership functions of the rotational speed c of the rotary grate furnace in FIGS. 6A to 6H, the inference result is represented as a graphic as shown in FIG.
The position of the center of gravity of the figure is obtained by the center of gravity method, and the value at that point is taken out as the rotational speed adjustment amount.

【0031】図7において、回転火格子炉の回転数cに
ついては、0.035の値のみを“丁度よい値(最適
値)”と位置付け、それより大きい値(c>0.03
5)を大(PB)、それより小さい値(c<0.035)を
小(NB)とするようにする。
In FIG. 7, as for the rotational speed c of the rotary grate furnace, only the value of 0.035 is regarded as “just a good value (optimum value)”, and a value larger than that (c> 0.03) is set.
5) is set as large (PB), and a smaller value (c <0.035) is set as small (NB).

【0032】図7は、図4の如く火炎重心点位置がXか
らγの位置に移動した場合のファジィ規則〜のすべ
てについてmin法を適用して、回転火格子炉の回転数
cのメンバーシップ関数に示された推論結果の図形を示
したもので、γの位置がファジィ規則〜のに示す
範囲に該当しており、該ファジィ規則に基づいて、回
転火格子炉の回転数cは、該回転数cの結果を示してい
る図4でNBが選択され、回転数を“下げる”ことにな
り、又、図7の図形の重心を重心法により求めることに
より重心位置28の値0.032rpm を、補正すべき回
転数(調整量)として求められることになる。
FIG. 7 shows the membership of the rotational speed c of the rotary grate furnace by applying the min method to all of the fuzzy rules when the flame center of gravity moves from X to γ as shown in FIG. The figure of the inference result shown in the function is shown, in which the position of γ falls within the range shown in the fuzzy rule ~, and based on the fuzzy rule, the rotational speed c of the rotary grate furnace is In FIG. 4 showing the result of the rotation speed c, NB is selected and the rotation speed is "decreased", and the center of gravity of the figure in FIG. Is obtained as the number of rotations (adjustment amount) to be corrected.

【0033】火炎重心点16cの位置がXから図4に示
すγとは異なる位置に移った場合は、その位置につい
て、上記と同様にファジィ規則〜すべてについて燃
え方指標aとbの各メンバーシップ関数で計算され、m
in法を適用して回転火格子炉の回転数cのメンバーシ
ップ関数に示して行き、その推論結果の重心を重心法で
求めることにより図7に対応する結果が得られ、移動し
た位置が当てはまるファジィ規則に基づいて回転火格子
炉の回転数cの調整値が求められることになる。
When the position of the flame center of gravity 16c is shifted from X to a position different from γ shown in FIG. 4, for that position, similar to the above, each membership of the burning index a and b for the fuzzy rule to all. Calculated by the function
By applying the in method to the membership function of the rotational speed c of the rotating grate furnace and obtaining the center of gravity of the inference result by the centroid method, the result corresponding to FIG. 7 is obtained, and the moved position is applicable. The adjustment value of the rotation speed c of the rotary grate furnace is obtained based on the fuzzy rules.

【0034】このようにファジィ演算部21で求められ
た値は、回転火格子炉の回転数調整量として出力され、
加え合わせ点25で回転火格子炉の回転数設定値24と
が加え合わされて制御情報として回転火格子炉回転コン
トローラ26へ入力され、ここから制御対象27のモー
タ8へ制御指令が送られて火格子炉本体の回転数が制御
され、ごみ11の燃焼状況が変えられ、火炎16の重心
点16cが基準となる範囲内に落ち着くように調整され
ることになる。なお、上記の実施の形態においてはファ
ジィ規則の数を9とした場合を示したが、ファジィ規則
の数は任意に決めればよい。
The value obtained by the fuzzy operation unit 21 is output as a rotational speed adjustment amount of the rotary grate furnace.
At the addition point 25, the rotational speed setting value 24 of the rotary grate furnace is added and input to the rotary grate furnace rotation controller 26 as control information, from which a control command is sent to the motor 8 of the control object 27, and The number of rotations of the lattice furnace body is controlled, the combustion state of the refuse 11 is changed, and the center of gravity 16c of the flame 16 is adjusted so as to settle within a reference range. In the above embodiment, the case where the number of fuzzy rules is set to 9 is shown, but the number of fuzzy rules may be arbitrarily determined.

【0035】[0035]

【発明の効果】以上述べた如く、本発明の回転火格子炉
の燃焼制御方法及び装置によれば、回転火格子炉内のご
み燃焼による火炎重心点位置を、周方向と長手方向で計
測して、重心点位置の設定値との差を求め、計測された
重心点位置が或る範囲内に落ち着くようにするために、
ファジィ演算部のルール部に予め記憶されたファジィ規
則ごとに、火炎重心点位置についての周方向の燃え方指
標と長手方向の燃え方指標の各メンバーシップ関数で計
算し、min法を適用して各規則ごとの回転火格子炉回
転数のメンバーシップ関数に示して行き、この回転火格
子炉回転数cのメンバーシップ関数をファジィ合成部で
合成して重心法で重心を求めて回転数の調整量を求める
ようにし、該回転数調整量に基づき回転火格子炉の回転
数を調整して燃焼を制御させるようにするので、次の如
き優れた効果を奏し得る。 (i) 火炎の計測を、回転火格子炉の長手方向のほかに周
方向でも行うようにし且つ火炎の輝度が最も高いところ
である重心点位置を計測することから、ごみ層、ごみカ
ロリー変動に対して、ごみ燃焼の火炎重心点位置を的確
に把握することができる。 (ii)上記(i) に伴いごみの燃焼良否判断の精度が向上す
る。 (iii) ファジィ制御による周方向の燃え方指標と長手方
向の燃え方指標の各メンバーシップ関数の同時合成を実
施することにより、制御補正量の精度向上と燃焼の長期
自動制御が可能となる。
As described above, according to the method and apparatus for controlling combustion of a rotary grate furnace of the present invention, the position of the center of gravity of the flame caused by the combustion of dust in the rotary grate furnace is measured in the circumferential direction and the longitudinal direction. In order to determine the difference from the set value of the center of gravity point position and to set the measured center of gravity point position within a certain range,
For each fuzzy rule stored in advance in the rule unit of the fuzzy calculation unit, calculation is performed with each membership function of the circumferential burning index and the longitudinal burning index for the flame center of gravity position, and the min method is applied. The membership function of the rotating grate furnace speed for each rule is shown in the table, and the membership function of the rotating grate furnace speed c is synthesized by the fuzzy synthesis unit, and the center of gravity is obtained by the centroid method to adjust the speed. Since the amount is obtained and the combustion is controlled by adjusting the rotation speed of the rotary grate furnace based on the rotation speed adjustment amount, the following excellent effects can be obtained. (i) Since the measurement of the flame is performed not only in the longitudinal direction of the rotary grate furnace but also in the circumferential direction, and the position of the center of gravity where the luminance of the flame is the highest is measured, the dust layer and the calorie fluctuation are reduced. Thus, the position of the flame center of gravity of refuse combustion can be accurately grasped. (ii) The accuracy of the determination of whether or not to burn the refuse is improved due to the above (i). (iii) By simultaneously synthesizing the membership functions of the circumferential burning index and the longitudinal burning index by fuzzy control, it is possible to improve the accuracy of the control correction amount and perform long-term automatic control of combustion.

【図面の簡単な説明】[Brief description of the drawings]

【図1】本発明の回転火格子炉の燃焼制御方法及び装置
の実施の形態を示すもので、(イ)はブロック図、
(ロ)は火格子炉本体内を平面的に見た概略図である。
FIG. 1 shows an embodiment of a method and an apparatus for controlling combustion of a rotary grate furnace according to the present invention, wherein (a) is a block diagram,
(B) is a schematic view of the inside of the grate furnace main body as viewed in plan.

【図2】図1におけるファジィ制御演算装置の構成を示
すブロック図である。
FIG. 2 is a block diagram showing a configuration of a fuzzy control arithmetic device in FIG.

【図3】図2におけるファジィ演算部のルール部に予め
記憶させた9つのファジィ規則により回転火格子炉回転
数の結果を示すマトリックス表である。
FIG. 3 is a matrix table showing results of a rotating grate furnace rotation speed according to nine fuzzy rules stored in advance in a rule unit of a fuzzy operation unit in FIG. 2;

【図4】火格子炉本体内を平面的に見たときの周方向燃
え方指標と長手方向燃え方指標の各値と、火炎重心点が
X位置からγ位置へ移った場合について示す概略図であ
る。
FIG. 4 is a schematic diagram showing each value of a circumferential burning index and a longitudinal burning index when the inside of a grate furnace main body is viewed in a plane, and a case where a flame center of gravity moves from an X position to a γ position. It is.

【図5】周方向燃え方指標と長手方向燃え方指標と回転
火格子炉回転数の各メンバーシップ関数を示すもので、
(イ)は周方向燃え方指標に対する大、中、小の判断基
準を示す図、(ロ)は長手方向燃え方指標に対する大、
中、小の判断基準を示す図、(ハ)は回転火格子炉回転
数に対する大、中、小の判断基準を示す図である。
FIG. 5 shows membership functions of a circumferential burning index, a longitudinal burning index, and a rotating grate furnace speed.
(A) is a diagram showing large, medium, and small judgment criteria for the circumferential burning index, and (B) is a large and large burning index for the longitudinal burning index.
FIG. 3C is a diagram showing medium and small judgment criteria, and FIG. 3C is a diagram showing large, medium and small judgment criteria with respect to the rotating grate furnace rotation speed.

【図6】図4のγ位置についてのファジィ規制〜に
よる周方向燃え方指標aと長手方向燃え方指標bのファ
ジィ演算の例とこれらを合成して回転火格子炉回転数の
メンバーシップ関数に示した状態を示すもので、(イ)
〜(リ)はファジィ規則〜に対応する図である。
6 shows an example of a fuzzy calculation of the circumferential burning index a and the longitudinal burning index b based on the fuzzy regulation for the γ position in FIG. 4 and combining them to form a membership function of the rotating grate furnace speed. It shows the state shown, (b)
(I) is a diagram corresponding to the fuzzy rule.

【図7】図6に示す回転火格子炉回転数cを合成して得
られた推論結果から重心法により回転数調整量を求める
ようにした図である。
7 is a diagram in which a rotational speed adjustment amount is obtained by a centroid method from an inference result obtained by synthesizing the rotary grate furnace rotational speed c shown in FIG.

【図8】回転火格子炉の一例を示す概要図である。FIG. 8 is a schematic diagram showing an example of a rotary grate furnace.

【図9】従来の火格子炉本体内での火炎発生個所の燃え
切り点計測を行う図である。
FIG. 9 is a view showing the measurement of a burn-off point at a flame generation point in a conventional grate furnace body.

【図10】従来の火格子炉本体内でごみ層の変化が起き
たときの火炎発生個所を示す図である。
FIG. 10 is a view showing a flame generating portion when a change of a dust layer occurs in a conventional grate furnace body.

【符号の説明】[Explanation of symbols]

1 火格子炉本体 8 モータ 11 ごみ 16 火炎 16c 重心点 17 ITVカメラ 18 画像処理装置 19 ファジィ制御演算装置 20 加え合わせ点 21 ファジィ演算部 22 ルール部 23 ファジィ合成部 25 加え合わせ点 26 回転火格子炉回転コントローラ 27 制御対象(回転火格子炉) a 周方向燃え方指標 b 長手方向燃え方指標 c 回転火格子炉回転数 DESCRIPTION OF SYMBOLS 1 Grate furnace main body 8 Motor 11 Garbage 16 Flame 16c Center of gravity 17 ITV camera 18 Image processing device 19 Fuzzy control arithmetic unit 20 Addition point 21 Fuzzy arithmetic unit 22 Rule part 23 Fuzzy synthesis unit 25 Addition point 26 Rotating grate furnace Rotation controller 27 Control target (rotary grate furnace) a Circumferential burning index b Longitudinal burning index c Rotating grate furnace rotation speed

Claims (3)

【特許請求の範囲】[Claims] 【請求項1】 火格子炉本体内に下方から空気を導入し
該火格子炉本体を回転させながら内部に供給されたごみ
を焼却するようにしてある回転火格子炉における上記火
格子炉本体内部のごみ燃焼個所の火炎重心点位置を、該
火格子炉本体の長手方向と周方向の座標から求めて、そ
の火炎重心点の位置が一定の範囲内で安定した燃焼とな
るように、ファジィ演算により周方向燃え方指標と長手
方向燃え方指標の各メンバーシップ関数の値をファジィ
規則すべてについて回転火格子炉回転数のメンバーシッ
プ関数に示して推論し、次いで、該回転火格子炉回転数
のメンバーシップ関数を合成して得られた推論結果の重
心を重心法で求め、この重心の値を回転数調整量として
回転火格子炉の回転数を調整し燃焼制御を行うことを特
徴とする回転火格子炉の燃焼制御方法。
1. The inside of a grate furnace body in a rotary grate furnace in which air is introduced into the grate furnace body from below to incinerate refuse supplied inside while rotating the grate furnace body. The position of the center of gravity of the flame at the place where the refuse is burned is determined from the coordinates in the longitudinal direction and the circumferential direction of the grate furnace main body. The value of each membership function of the circumferential burning index and the longitudinal burning index is shown in the membership function of the rotating grate furnace speed for all the fuzzy rules and inferred. The center of gravity of the inference result obtained by synthesizing the membership function is obtained by the center of gravity method, and the value of the center of gravity is used as a rotation speed adjustment amount to adjust the rotation speed of the rotary grate furnace and perform combustion control. Grate Furnace combustion control method.
【請求項2】 ファジィ規則を、周方向燃え方指標の
大、中、小と長手方向燃え方指標の大、中、小の組み合
わせで9項目作り、各項目ごとに回転火格子炉回転数を
推論する請求項1記載の回転火格子炉の燃焼制御方法。
2. Fuzzy rules are made up of 9 items in combination of large, medium, and small circumferential burning index and large, medium, and small longitudinal burning index, and the rotating grate furnace speed is calculated for each item. The method for controlling combustion in a rotary grate furnace according to claim 1, wherein the inference is performed.
【請求項3】 回転火格子炉の火格子炉本体内を撮像す
るカメラでとらえた火格子炉本体内のごみの燃焼状況の
画像信号を処理して火災の重心点位置を火格子炉本体の
周方向と長手方向からの座標から求めて周方向の燃え方
指標と長手方向の燃え方指標を計測する画像処理装置を
備え、且つ該画像処理装置で計測された周方向と長手方
向の各燃え方指標とこれらの基準値との偏差ごとにファ
ジィ規則すべてについて周方向燃え方指標のメンバーシ
ップ関数の値と長手方向燃え方指標のメンバーシップ関
数の値から回転火格子炉回転数のメンバーシップ関数に
示して行く処理を行うルール部及び該ルール部で示され
た回転火格子炉回転数のメンバーシップ関数の推論結果
の重心を回転数調整量として求めるようにするファジィ
合成部からなるファジィ演算部と、該ファジィ演算部で
求められた回転火格子炉の回転数調整量と回転火格子炉
の回転数設定値とを加え合わせて制御情報として回転火
格子炉回転コントローラへ入力させるようにする加え合
わせ点を備えたファジィ制御演算装置を設けた構成を有
することを特徴とする回転火格子炉の燃焼制御装置。
3. An image signal of the combustion state of the refuse in the grate furnace main body captured by a camera for imaging the inside of the grate furnace main body of the rotary grate furnace is processed to determine the position of the center of gravity of the fire in the grate furnace main body. An image processing device is provided that measures a circumferential burning index and a longitudinal burning index obtained from coordinates from the circumferential direction and the longitudinal direction, and each of the circumferential and longitudinal burning measured by the image processing device. From the values of the membership function of the circumferential burning index and the membership function of the longitudinal burning index for all fuzzy rules for each deviation between the direction index and these reference values, the membership function for the rotating grate furnace speed And a fuzzy synthesizing unit for obtaining the center of gravity of the inference result of the membership function of the rotating grate furnace rotation speed indicated by the rule unit as a rotation speed adjustment amount. A fuzzy calculation unit, and a rotation grate furnace rotation amount adjustment amount obtained by the fuzzy calculation unit and a rotation grate furnace rotation speed set value. A combustion control device for a rotary grate furnace, characterized by having a configuration provided with a fuzzy control arithmetic device having a combination point.
JP19333097A 1997-07-04 1997-07-04 Combustion control method and apparatus for rotary grate furnace Expired - Fee Related JP3968828B2 (en)

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JP19333097A JP3968828B2 (en) 1997-07-04 1997-07-04 Combustion control method and apparatus for rotary grate furnace

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Application Number Priority Date Filing Date Title
JP19333097A JP3968828B2 (en) 1997-07-04 1997-07-04 Combustion control method and apparatus for rotary grate furnace

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JPH1122933A true JPH1122933A (en) 1999-01-26
JP3968828B2 JP3968828B2 (en) 2007-08-29

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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6183819A (en) * 1984-09-29 1986-04-28 Mitsubishi Heavy Ind Ltd Burning control of refuse incinerator
JPH02169909A (en) * 1988-12-22 1990-06-29 Ishikawajima Harima Heavy Ind Co Ltd Method of detecting incineration completion point in a refuse incinerator
JPH02187510A (en) * 1989-01-12 1990-07-23 Ishikawajima Harima Heavy Ind Co Ltd Control of refuse incinerator and control device therefor
JPH03156206A (en) * 1989-11-10 1991-07-04 Ishikawajima Harima Heavy Ind Co Ltd Waste treatment method

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6183819A (en) * 1984-09-29 1986-04-28 Mitsubishi Heavy Ind Ltd Burning control of refuse incinerator
JPH02169909A (en) * 1988-12-22 1990-06-29 Ishikawajima Harima Heavy Ind Co Ltd Method of detecting incineration completion point in a refuse incinerator
JPH02187510A (en) * 1989-01-12 1990-07-23 Ishikawajima Harima Heavy Ind Co Ltd Control of refuse incinerator and control device therefor
JPH03156206A (en) * 1989-11-10 1991-07-04 Ishikawajima Harima Heavy Ind Co Ltd Waste treatment method

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