JPH06266447A - Control method for paint concentration - Google Patents

Control method for paint concentration

Info

Publication number
JPH06266447A
JPH06266447A JP5197993A JP5197993A JPH06266447A JP H06266447 A JPH06266447 A JP H06266447A JP 5197993 A JP5197993 A JP 5197993A JP 5197993 A JP5197993 A JP 5197993A JP H06266447 A JPH06266447 A JP H06266447A
Authority
JP
Japan
Prior art keywords
paint
dilution water
flow rate
value
water flow
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP5197993A
Other languages
Japanese (ja)
Inventor
Koji Sakaida
浩司 坂井田
Takehiro Kanehara
健博 金原
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.)
Kubota Corp
Original Assignee
Kubota 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 Kubota Corp filed Critical Kubota Corp
Priority to JP5197993A priority Critical patent/JPH06266447A/en
Publication of JPH06266447A publication Critical patent/JPH06266447A/en
Pending legal-status Critical Current

Links

Landscapes

  • Coating Apparatus (AREA)
  • Control Of Non-Electrical Variables (AREA)
  • Application Of Or Painting With Fluid Materials (AREA)
  • Feedback Control In General (AREA)

Abstract

PURPOSE:To execute automatic control of high control performance according to output of a concentration sensor by storing a relation of a target dilution water flow rate, a paint concentration value and a dilution water flow rate value in a knowledge base as production rules. CONSTITUTION:In the knowledge base of a controller 15, production rules for setting a paint concentration value and a dilution water flow rate value as condition values, and also, prescribing an optimal target dilution water flow rate for adjusting paint concentration to set paint concentration as an operation value in the paint concentration value and the dilution water flow rate value as an operation value, are stored in advance. The present paint concentration value is detected by a concentration sensor 5, the present dilution water flow rate is detected by a flowmeter 13, and both of those which are detected are inputted to the controller 15. In the controller 15, by a fuzzy inference engine, the production rule is executed successively and an optimal target dilution water flow rate in the present paint concentration value and the present dilution water flow rate value is calculated. Subsequently, an instruction for opening is given to a flow rate control valve 12 so as to have the calculated target dilution water flow rate, and the dilution water flow rate is controlled to an optimal value.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【産業上の利用分野】本発明は、屋根材および壁材等の
住宅用建材の製造工程に設けた塗料塗布・回収設備にお
ける塗料濃度の制御方法に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a paint concentration control method in a paint applying / collecting facility provided in a manufacturing process of building materials for houses such as roofing materials and wall materials.

【0002】[0002]

【従来の技術】従来、住宅用建材である屋根材や壁材の
製造工程においては、コンベア等の搬送装置によって建
材を搬送しながら、建材の表面に塗料を塗布している。
そして、余剰な塗料は搬送装置の下方に設けた塗料受部
材を介して塗料回収タンクに戻し、循環使用している。
このとき、建材は60℃程度に加熱してあるので、塗料
回収タンクに戻る塗料中の水分が蒸発し、放置すると塗
料濃度が次第に濃くなる。このため、作業員が周期的に
塗料をサンプリングして塗料濃度を測定し、測定結果に
基づいて塗料回収タンク内に希釈水を注入することによ
り、塗料濃度の調整を行っている。
2. Description of the Related Art Conventionally, in the manufacturing process of roof materials and wall materials, which are building materials for houses, coating materials are applied to the surface of building materials while the building materials are being carried by a carrying device such as a conveyor.
Then, the excess paint is returned to the paint recovery tank through a paint receiving member provided below the transport device and is recycled.
At this time, since the building material is heated to about 60 ° C., the water in the paint that returns to the paint recovery tank evaporates, and the paint concentration gradually increases when left standing. For this reason, an operator periodically adjusts the paint concentration by sampling the paint, measuring the paint concentration, and injecting dilution water into the paint recovery tank based on the measurement result.

【0003】また、塗料の循環経路にリアルタイムで濃
度を測定できる濃度センサを設置し、濃度センサの出力
に応じてPID制御により希釈水流量を制御して塗料濃
度の調整を行っている。
Further, a concentration sensor capable of measuring the concentration in real time is installed in the circulation route of the paint, and the flow rate of dilution water is controlled by PID control according to the output of the concentration sensor to adjust the paint concentration.

【0004】[0004]

【発明が解決しようとする課題】しかし、上記した従来
の構成において、作業員による濃度制御では人手がかか
るうえに、各作業員によって操作が異なることがあり、
管理している塗料濃度値の幅が大きくなる問題があっ
た。
However, in the above-mentioned conventional configuration, it takes a lot of manpower to control the concentration by the worker, and the operation may be different for each worker.
There was a problem that the range of paint concentration values managed increased.

【0005】また、濃度センサの出力に基づいて行うP
ID制御では、外乱に対する制御性能が悪く、過剰な希
釈を招いて塗料濃度が適正値を含む一定幅において上下
に変動し、適値に落ち着くまでに時間がかかる問題があ
った。
Further, P performed based on the output of the density sensor
The ID control has a problem that control performance against disturbance is poor, excessive dilution is caused, the paint concentration fluctuates up and down within a constant width including an appropriate value, and it takes time to settle to the appropriate value.

【0006】本発明は上記課題を解決するもので、濃度
センサの出力に基づいて自動制御を行うことができ、し
かも制御性能の良い制御を行うことができる塗料濃度の
制御方法を提供することを目的とする。
The present invention solves the above problems and provides a paint concentration control method capable of performing automatic control on the basis of the output of a concentration sensor and performing control with good control performance. To aim.

【0007】[0007]

【課題を解決するための手段】上記課題を解決するため
に、本発明の塗料濃度の制御方法は、塗装対象物に対し
て塗布した余剰な塗料を塗料回収タンクに回収して循環
使用するとともに、塗料回収タンクに希釈水を供給して
塗料濃度を設定濃度に調整する塗料塗布・回収設備にお
いて、予め制御装置の知識ベースに、塗料濃度値と希釈
水流量値を条件値とするとともに、当該塗料濃度値およ
び当該希釈水流量値において塗料濃度を設定塗料濃度に
調整するための最適な目標希釈水流量を動作値として規
定するプロダクション・ルールを格納し、塗料循環経路
の途中に設けた濃度センサによって現塗料濃度値を検出
するとともに、希釈水供給経路の途中に設けた流量計に
よって塗料回収タンクに供給する現希釈水流量値を検出
し、検出した現塗料濃度値および現希釈水流量値を制御
装置に入力し、制御装置において知識ベースのプロダク
ション・ルールを順次に実行して現塗料濃度値および現
希釈水流量値において最適な目標希釈水流量を算出し、
算出した目標希釈水流量となるように希釈水供給経路の
途中に設けた流量調節弁の開度を制御する構成としたも
のである。
In order to solve the above-mentioned problems, the paint concentration control method of the present invention collects excess paint applied to an object to be coated in a paint recovery tank and reuses it. In a paint application / recovery facility that supplies dilution water to a paint recovery tank to adjust the paint concentration to a set concentration, the paint concentration value and the dilution water flow rate value are used as condition values in the knowledge base of the control device in advance. A concentration sensor installed in the middle of the paint circulation path that stores the production rule that regulates the optimum target dilution water flow rate for adjusting the paint concentration to the set paint concentration at the paint concentration value and the relevant dilution water flow rate value. The current paint concentration value is detected by the current paint flow rate value supplied to the paint recovery tank by the flow meter provided in the middle of the dilution water supply path The concentration value and the current dilution water flow rate value are input to the control device, and the knowledge base production rule is sequentially executed in the control device to calculate the optimum target dilution water flow rate for the current paint concentration value and the current dilution water flow rate value. ,
The configuration is such that the opening degree of the flow rate control valve provided in the middle of the dilution water supply path is controlled so that the calculated target dilution water flow rate is obtained.

【0008】[0008]

【作用】上記した構成により、従来のPID制御のよう
に、その時点における塗料濃度値によって目標となる希
釈水流量が一意に設定されることがなくなり、目標希釈
水流量と塗料濃度値と希釈水流量値の関係をプロダクシ
ョン・ルールとして制御装置の知識ベースに格納するこ
とによって、塗料濃度値が同じであっても、希釈水流量
が異なると違う値の目標希釈水流量を設定することがで
きる。
With the above configuration, unlike the conventional PID control, the target dilution water flow rate is not uniquely set by the paint concentration value at that time, and the target dilution water flow rate, paint concentration value and dilution water are set. By storing the relationship between the flow rate values as a production rule in the knowledge base of the control device, it is possible to set a different target dilution water flow rate when the dilution water flow rate is different even if the paint concentration value is the same.

【0009】たとえば、現在の塗料濃度が設定塗料濃度
から大きく離れている場合において、現希釈水流量が大
きいときには、現希釈水流量が小さいときに較べて目標
希釈水流量を小さく設定する。
For example, when the current paint concentration is far from the set paint concentration and the current dilution water flow rate is large, the target dilution water flow rate is set smaller than when the current dilution water flow rate is small.

【0010】したがって、目標希釈水流量はその時々の
塗料濃度値によって刻々変化するとともに、その時々の
希釈水流量値によっても刻々変化するので、塗料回収タ
ンクに供給する希釈水が過剰および過小となることがな
くなり、塗料濃度を設定塗料濃度に高精度に制御するこ
とができる。
Therefore, the target dilution water flow rate changes momentarily depending on the paint concentration value at each moment, and also changes momentarily depending on the dilution water flow rate value at each moment, so that the dilution water supplied to the paint recovery tank becomes excessive or too small. It is possible to control the paint concentration to the set paint concentration with high accuracy.

【0011】[0011]

【実施例】以下、本発明の一実施例における塗料塗布・
回収設備を図面に基づいて説明する。図1〜図2におい
て、搬送コンベア1は塗装対象物2として建材の屋根材
や壁材を搬送するもので、簾状の搬送ベルトを有してい
る。また、搬送コンベア1の上方には塗料供給管3の先
端に接続して塗料塗布部4を配置しており、塗料供給管
3の途中には濃度センサ5、脈流防止部6およびポンプ
7を介装している。さらに、塗料供給管3の基端部に連
通して塗料回収タンク8を設けている。
[Embodiment] Hereinafter, coating material application in one embodiment of the present invention
The recovery facility will be described with reference to the drawings. 1 and 2, a conveyor 1 conveys a roof material or a wall material of a building material as a coating object 2 and has a blind-shaped conveyor belt. A paint application unit 4 is arranged above the transport conveyor 1 so as to be connected to the tip of the paint supply pipe 3, and a concentration sensor 5, a pulsating flow prevention unit 6, and a pump 7 are provided in the middle of the paint supply pipe 3. I am intervening. Furthermore, a paint recovery tank 8 is provided in communication with the base end of the paint supply pipe 3.

【0012】この塗料回収タンク8には搬送コンベア1
の下方に配置した余剰塗料受け部9が連通するととも
に、希釈水供給管10および塗料補給管11が連通して
いる。また、希釈水供給管10の途中には希釈水流量調
節弁12および流量計13を介装しており、塗料補給管
11の途中には塗料流量調節弁14を介装している。
The paint recovery tank 8 has a transfer conveyor 1
The surplus paint receiving portion 9 arranged below is communicated with the dilution water supply pipe 10 and the paint supply pipe 11. A dilution water flow control valve 12 and a flow meter 13 are provided in the middle of the dilution water supply pipe 10, and a paint flow control valve 14 is provided in the middle of the paint supply pipe 11.

【0013】そして、濃度センサ5、希釈水流量調節弁
12、流量計13、塗料流量調節弁14は信号ラインを
介して制御装置15に接続しており、図2に示すよう
に、ファジイ制御システム20を構成している。
The concentration sensor 5, the dilution water flow rate control valve 12, the flow meter 13, and the paint flow rate control valve 14 are connected to a control device 15 via signal lines, and as shown in FIG. 2, a fuzzy control system is used. Make up 20.

【0014】ファジイ制御システム20は、濃度センサ
5および流量計13等よりなる検出部21と、希釈水流
量調節弁12および塗料流量調節弁14等よりなる操作
部22と、制御装置15内にプログラムによって形成す
る機能回路としての知識ベース23およびファジイ推論
エンジン24とで構成したものである。
The fuzzy control system 20 includes a detection unit 21 including a concentration sensor 5 and a flow meter 13 and the like, an operation unit 22 including a dilution water flow rate adjusting valve 12 and a paint flow rate adjusting valve 14, and a program in the controller 15. It is composed of a knowledge base 23 and a fuzzy inference engine 24 as a functional circuit formed by.

【0015】知識ベース23には、予め塗料濃度値と希
釈水流量値を条件値とするとともに、当該塗料濃度値お
よび当該希釈水流量値において塗料濃度を設定塗料濃度
に調整するための最適な目標希釈水流量を動作値として
規定するプロダクション・ルールを格納している。ファ
ジイ推論エンジン24は検出部21から入力する検出結
果に基づいてプロダクション・ルールを順位に実行し、
操作部22に動作値を指示するものである。
In the knowledge base 23, the paint concentration value and the dilution water flow rate value are set as the condition values in advance, and the optimum target for adjusting the paint concentration to the set paint concentration at the paint concentration value and the dilution water flow rate value is set. Stores the production rule that regulates the dilution water flow rate as the operating value. The fuzzy inference engine 24 executes production rules in order based on the detection result input from the detection unit 21,
The operation value is instructed to the operation unit 22.

【0016】以下、上記構成における作用を説明する。
搬送コンベア1によって塗装対象物2を塗料塗布部4に
対応する位置に搬送し、ポンプ7により塗料供給管3を
通して供給する塗料を塗料塗布部4によって塗装対象物
2に塗布する。そして、搬送コンベア1から垂れ落ちる
余剰な塗料は塗料受け部9を通して塗料回収タンク8に
回収し、循環利用する。塗料回収タンク8に戻る余剰な
塗料は、塗装対象物2が室温以上に加温したものである
ために、ある程度に水分が蒸発して濃度が高いものとな
り、塗料回収タンク8内の塗料の濃度は常に濃くなる方
向に変化する。このため、希釈水供給管10を通して希
釈水を供給し、塗料濃度を設定塗料濃度に制御する。ま
た、必要に応じて塗料補給管11から塗料を補給する。
この制御を以下に説明する。
The operation of the above structure will be described below.
The coating object 2 is transported to a position corresponding to the coating material application section 4 by the conveyor 1, and the coating material supplied from the coating material supply pipe 3 by the pump 7 is applied to the coating object 2 by the coating material application section 4. Then, the excess paint dripping from the transport conveyor 1 is collected in the paint collecting tank 8 through the paint receiving portion 9 and is recycled. The excess paint returning to the paint recovery tank 8 has a high concentration due to evaporation of water to some extent because the coating object 2 is heated to room temperature or higher, and the paint concentration in the paint recovery tank 8 is high. Always changes to become thicker. Therefore, the dilution water is supplied through the dilution water supply pipe 10 to control the paint concentration to the set paint concentration. Further, the paint is supplied from the paint supply pipe 11 as needed.
This control will be described below.

【0017】塗料供給管3を通る塗料の現塗料濃度値を
濃度センサ5によって検出するとともに、流量計13に
よって現希釈水流量を検出する。検出した現塗料濃度値
および現希釈水流量値を制御装置15に入力し、制御装
置15においてファジイ推論エンジン24により知識ベ
ース23のプロダクション・ルールを順次に実行して現
塗料濃度値および現希釈水流量値において最適な目標希
釈水流量を算出する。そして、算出した目標希釈水流量
となるように流量調節弁12に開度を指示し、希釈水量
を最適な値に制御する。
The current paint concentration value of the paint passing through the paint supply pipe 3 is detected by the concentration sensor 5 and the current flow rate of the dilution water is detected by the flow meter 13. The detected current paint concentration value and the current dilution water flow rate value are input to the control device 15, and the fuzzy inference engine 24 sequentially executes the production rules of the knowledge base 23 in the control device 15 to sequentially execute the current paint concentration value and the current dilution water. Calculate the optimal target dilution water flow rate for the flow rate value. Then, the opening degree is instructed to the flow rate control valve 12 so that the calculated target dilution water flow rate is obtained, and the dilution water amount is controlled to an optimum value.

【0018】したがって、目標希釈水流量はその時々の
塗料濃度値によって刻々変化するとともに、その時々の
希釈水流量値によっても刻々変化するので、塗料回収タ
ンク8に供給する希釈水が過剰および過小となることが
なくなり、塗料濃度を設定塗料濃度に高精度に制御する
ことができる。
Therefore, since the target dilution water flow rate changes momentarily depending on the paint concentration value at each moment, and also changes depending on the dilution water flow rate value at each moment, the dilution water supplied to the paint recovery tank 8 becomes excessive or too small. Therefore, the paint concentration can be controlled to the set paint concentration with high accuracy.

【0019】[0019]

【発明の効果】以上述べたように本発明によれば、目標
希釈水流量と塗料濃度値と希釈水流量値の関係をプロダ
クション・ルールとして制御装置の知識ベースに格納す
ることによって、塗料濃度値が同じであっても、希釈水
流量が異なると違う値の目標希釈水流量を設定すること
ができ、従来のPID制御のように、その時点における
塗料濃度値によって目標となる希釈水流量が一意に設定
されることがなくなり、目標希釈水流量をその時々の塗
料濃度値および希釈水流量値において最も適切な値とす
ることができるので、塗料回収タンクに供給する希釈水
が過剰および過小となることがなくなり、塗料濃度を設
定塗料濃度に高精度に制御することができる。
As described above, according to the present invention, the relationship between the target dilution water flow rate, the paint concentration value, and the dilution water flow rate value is stored in the knowledge base of the control device as a production rule, so that the paint concentration value Even if the same, the target dilution water flow rate can be set to a different value if the dilution water flow rate is different, and the target dilution water flow rate is unique depending on the paint concentration value at that time, as in conventional PID control. Since the target dilution water flow rate can be set to the most appropriate value for the paint concentration value and the dilution water flow rate value at each time, the dilution water supplied to the paint recovery tank becomes excessive and excessive. It is possible to control the paint concentration to the set paint concentration with high accuracy.

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

【図1】本発明の一実施例における塗料塗布・回収設備
の構成を示す模式図である。
FIG. 1 is a schematic diagram showing the configuration of a coating material application / recovery facility according to an embodiment of the present invention.

【図2】同実施例におけるファジイ制御システムを示す
ブロック図である。
FIG. 2 is a block diagram showing a fuzzy control system in the embodiment.

【符号の説明】[Explanation of symbols]

2 塗装対象物 3 塗料供給管 5 濃度センサ 8 塗料回収タンク 10 希釈水供給管 12 希釈水流量調整弁 13 流量計 15 制御装置 2 Coating object 3 Paint supply pipe 5 Concentration sensor 8 Paint recovery tank 10 Diluting water supply pipe 12 Diluting water flow control valve 13 Flowmeter 15 Control device

【手続補正書】[Procedure amendment]

【提出日】平成5年4月21日[Submission date] April 21, 1993

【手続補正1】[Procedure Amendment 1]

【補正対象書類名】明細書[Document name to be amended] Statement

【補正対象項目名】0002[Name of item to be corrected] 0002

【補正方法】変更[Correction method] Change

【補正内容】[Correction content]

【0002】[0002]

【従来の技術】従来、住宅用建材である屋根材や壁材の
製造工程においては、コンベア等の搬送装置によって建
材を搬送しながら、建材の表面に塗料を塗布している。
そして、余剰な塗料は搬送装置の下方に設けた塗料受部
材を介して塗料回収タンクに戻し、循環使用している。
このとき、建材は室温以上に加熱してあるので、塗料回
収タンクに戻る塗料中の水分が蒸発し、放置すると塗料
濃度が次第に濃くなる。このため、作業員が周期的に塗
料をサンプリングして塗料濃度を測定し、測定結果に基
づいて塗料回収タンク内に希釈水を注入することによ
り、塗料濃度の調整を行っている。
2. Description of the Related Art Conventionally, in the manufacturing process of roof materials and wall materials, which are building materials for houses, coating materials are applied to the surface of building materials while the building materials are being carried by a carrying device such as a conveyor.
Then, the excess paint is returned to the paint recovery tank through a paint receiving member provided below the transport device and is recycled.
At this time, since the building material is heated to room temperature or higher, the water content in the paint that returns to the paint recovery tank evaporates, and the paint concentration gradually increases when left standing. For this reason, an operator periodically adjusts the paint concentration by sampling the paint, measuring the paint concentration, and injecting dilution water into the paint recovery tank based on the measurement result.

───────────────────────────────────────────────────── フロントページの続き (51)Int.Cl.5 識別記号 庁内整理番号 FI 技術表示箇所 B05C 11/10 6804−4D ─────────────────────────────────────────────────── ─── Continuation of front page (51) Int.Cl. 5 Identification code Office reference number FI technical display location B05C 11/10 6804-4D

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 塗装対象物に対して塗布した余剰な塗料
を塗料回収タンクに回収して循環使用するとともに、塗
料回収タンクに希釈水を供給して塗料濃度を設定濃度に
調整する塗料塗布・回収設備において、予め制御装置の
知識ベースに、塗料濃度値と希釈水流量値を条件値とす
るとともに、当該塗料濃度値および当該希釈水流量値に
おいて塗料濃度を設定塗料濃度に調整するための最適な
目標希釈水流量を動作値として規定するプロダクション
・ルールを格納し、塗料循環経路の途中に設けた濃度セ
ンサによって現塗料濃度値を検出するとともに、希釈水
供給経路の途中に設けた流量計によって塗料回収タンク
に供給する現希釈水流量値を検出し、検出した現塗料濃
度値および現希釈水流量値を制御装置に入力し、制御装
置において知識ベースのプロダクション・ルールを順次
に実行して現塗料濃度値および現希釈水流量値において
最適な目標希釈水流量を算出し、算出した目標希釈水流
量となるように希釈水供給経路の途中に設けた流量調節
弁の開度を制御することを特徴とする塗料濃度の制御方
法。
1. A paint application for adjusting the paint concentration to a set concentration by collecting excess water applied to an object to be coated in a paint collection tank for recycling and supplying dilution water to the paint collection tank. Optimum for setting the paint concentration value and the dilution water flow rate value as the condition value in advance in the knowledge base of the controller in the recovery facility, and adjusting the paint concentration to the set paint concentration at the paint concentration value and the dilution water flow rate value. Stores a production rule that regulates a target target dilution water flow rate as an operation value, detects the current paint concentration value with a concentration sensor installed in the paint circulation path, and uses a flow meter installed in the dilution water supply path. The current dilution water flow rate value to be supplied to the paint recovery tank is detected, and the detected current paint concentration value and current dilution water flow rate value are input to the control device, and the knowledge base is entered in the control device. Sequentially executing the production rules of the system to calculate the optimum target dilution water flow rate for the current paint concentration value and the current dilution water flow rate value, and set it in the middle of the dilution water supply route so that it becomes the calculated target dilution water flow rate. A method for controlling a paint concentration, which comprises controlling the opening of a flow control valve.
JP5197993A 1993-03-12 1993-03-12 Control method for paint concentration Pending JPH06266447A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP5197993A JPH06266447A (en) 1993-03-12 1993-03-12 Control method for paint concentration

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP5197993A JPH06266447A (en) 1993-03-12 1993-03-12 Control method for paint concentration

Publications (1)

Publication Number Publication Date
JPH06266447A true JPH06266447A (en) 1994-09-22

Family

ID=12901988

Family Applications (1)

Application Number Title Priority Date Filing Date
JP5197993A Pending JPH06266447A (en) 1993-03-12 1993-03-12 Control method for paint concentration

Country Status (1)

Country Link
JP (1) JPH06266447A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011050823A (en) * 2009-08-31 2011-03-17 Fujifilm Corp Liquid applying device and image forming device
US7916928B2 (en) 2006-12-29 2011-03-29 Industrial Technology Research Institute Real-time dispenser fault detection and classificaition method

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7916928B2 (en) 2006-12-29 2011-03-29 Industrial Technology Research Institute Real-time dispenser fault detection and classificaition method
JP2011050823A (en) * 2009-08-31 2011-03-17 Fujifilm Corp Liquid applying device and image forming device

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