EP0698481B2 - Fuzzysteuerungsverfahren zur Qualitätssicherung bei der Tablettenherstellung - Google Patents
Fuzzysteuerungsverfahren zur Qualitätssicherung bei der Tablettenherstellung Download PDFInfo
- Publication number
- EP0698481B2 EP0698481B2 EP94250211A EP94250211A EP0698481B2 EP 0698481 B2 EP0698481 B2 EP 0698481B2 EP 94250211 A EP94250211 A EP 94250211A EP 94250211 A EP94250211 A EP 94250211A EP 0698481 B2 EP0698481 B2 EP 0698481B2
- Authority
- EP
- European Patent Office
- Prior art keywords
- control
- height
- pressing force
- weight
- hardness
- 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
- 238000004519 manufacturing process Methods 0.000 title claims description 12
- 238000000275 quality assurance Methods 0.000 title claims description 6
- 238000003825 pressing Methods 0.000 claims description 42
- 238000000034 method Methods 0.000 claims description 23
- 230000035945 sensitivity Effects 0.000 claims description 10
- 210000003041 ligament Anatomy 0.000 claims 3
- 238000005259 measurement Methods 0.000 claims 1
- 230000003044 adaptive effect Effects 0.000 description 5
- 230000033228 biological regulation Effects 0.000 description 4
- 239000000463 material Substances 0.000 description 3
- 238000012937 correction Methods 0.000 description 2
- 230000005484 gravity Effects 0.000 description 2
- 230000001105 regulatory effect Effects 0.000 description 2
- 238000012935 Averaging Methods 0.000 description 1
- 239000004480 active ingredient Substances 0.000 description 1
- 230000006583 body weight regulation Effects 0.000 description 1
- 238000007906 compression Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 238000012806 monitoring device Methods 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 230000008844 regulatory mechanism Effects 0.000 description 1
- 238000009475 tablet pressing Methods 0.000 description 1
- 238000004260 weight control Methods 0.000 description 1
Images
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B30—PRESSES
- B30B—PRESSES IN GENERAL
- B30B11/00—Presses specially adapted for forming shaped articles from material in particulate or plastic state, e.g. briquetting presses, tabletting presses
- B30B11/005—Control arrangements
Definitions
- the invention relates to a method for quality assurance in tablet manufacture by pressing according to the preamble of the claim 1.
- An important quality parameter for tablet production is compliance with the given Tablet weight, which with sufficient mixing quality compliance with the limits on the salary Active ingredients guaranteed.
- the basis for any automatic The control of a tableting machine is the Relationship between measured maximum Pressing force of a tablet and the mass of the Matrix filled goods (tablet weight). It exists thereby a direct connection between the Tablet weight and the one used to manufacture the controlled Tablet necessary pressing force. This connection is used for automatic Monitoring and control devices on rotary presses exploited Depending on the material to be pressed Material is one by the weight of each tablet Pressing tools given tablet shape and one set tablet height a certain pressing force assigned. Now fluctuates with constant tablet height the filling quantity and thus the tablet weight, this results in a direct dependence on a change in the pressing force.
- EP-0.261.358 B1 describes a method for Quality assurance in the manufacture of tablets described. After that, during manufacturing The tablets are sampled from a variety consist of tablets, their common actual weight value is compared with the target weight value, and where the tabletting machine corresponds to the The deviation between the actual value and the target value is readjusted the tablet weight to the TARGET value bring to. Before readjusting the tablet machine are the weights of each tablet measured and compared the sample. When determining one or more in the weight of the TARGET value the significantly different tablets of the sample Statistics corrected by correction calculation and the corrected value is used for readjustment.
- the invention is therefore the object based on a quality assurance procedure at To develop tablet manufacture by pressing which all the necessary regulatory mechanisms for Keeping the tablet weight and the tablet height constant and hardness run so that a quick adjustment of deviations is guaranteed and after where the limit values are also automatically optimized can.
- the weight, the height and the hardness of the tablets is made to fluctuate due to different filling ratios on the Matrices of the press not only after the determination of the Average values from a larger sample can be recorded and only then does a regulation take place, but that tendencies are one in the same direction changing value in time or earlier than can be recorded so far.
- the invention is based on a the drawing shown exemplary embodiment of the Quality assurance process in tablet manufacturing thanks to a modern high-performance rotary press explained in more detail.
- the only figure shows a controller model for simultaneous Regulation of tablet parameters weight, height and hardness.
- the control system is divided into control circuits R1 to R5, which are connected to one another in such a way that they run parallel and nested one inside the other.
- the first control circuit R1 maintains the actual pressing force PK IST constant at the value of the target pressing force PK target by a change in dosage ⁇ D.
- the actual pressing force PK IST is the rigid or sliding average of several individual pressing forces at the stamp stations of the press.
- the first input to the first control circuit R1 is the value of Preßkraftabweichung ⁇ PK between the target pressing force PK SOLL and the actual pressing force PK IST.
- the control circuit R1 is acted upon by a second input variable, which is formed by the sensitivity of the pressing force dosing dPK / dD.
- the sensitivity dPK / dD determines the accuracy of the pressing force control as a function of the change in dosage ⁇ D and is adjusted to the control during operation of the press, ie the sensitivity dPK / dD
- the weight G, the height T and the hardness H of the tablets are measured continuously and a moving average is calculated.
- a new value for the SET pressing force PK SOLL is calculated in the second control circuit R2, which in turn generates a dosage change ⁇ D in the first control circuit R1, whereby the weight deviation ⁇ G is compensated.
- the variation of the target pressing force PK SOLL is determined by the value ⁇ PK SOLL.
- a sensitivity weight dG / dPK is applied as the second input variable, which determines the accuracy of the weight control as a function of the change in pressing force ⁇ PK SHOULD .
- This sensitivity dG / dPK is also adaptive and is adapted to the regulation during the tablet production process.
- a deviation between the SET pressing force web height PK SOLLST and the ACTUAL pressing force PK IST is corrected by adjusting the web height by the value ⁇ ST.
- the second input variable on the fifth control circuit R5 is the sensitivity-compression force web height dPK / ie with adaptive properties.
- control loops R1 and R5 work alternatively.
- All control loops R1 to R5 work each continuously. By a preferably sliding Averaging the individual control variables current values are always available.
- the Control loops R1 to R5 can also each in several sub-circles are divided, e.g. depending on Control deviation different characteristics exhibit.
- the limit values for the pressing force PK, at whose Reached the press stopped and / or tablets sorted out are determined adaptively by the data measured during operation of the Relationship between the pressing force PK and the Weight G, height T and hardness H is determined. This determination can also be made on a stamp basis. With given limits for the weight G, the Height T and hardness H can be deduced from this connection determine the associated press force limits.
- variables of the controller model are fuzzified, by being translated into linguistic variables e.g. Weight deviation, sensitivity-weight, Height deviation, etc.
- This linguistic Variables are assigned terms, e.g. "low, medium, high ", these terms being blurred Represent quantities.
- the terms get membership functions, with the help of which it is possible for any value the linguistic variable the degree of affiliation to determine the individual terms. For example, one Weight deviation of 5mg the condition "medium Deviation "to grade 0.2, the condition” high Deviation "to grade 0.7.
- the variables are linked using FUZZY operators, such as "Minimum operator, maximum Operator, gamma operator "or the like.
- Processing the fuzzy information takes place by means of production rules, through methods of the FUZZY inference are processed, e.g. MAX-MIN / MAX-PROD inference or FAM / inference and other.
- the output variables which are now called “FUZZY values” are defuzzified, i.e. into the "sharp” "Dosage change” and "Web height change” manipulated variables converted.
- a defuzzification method is preferably the area center of gravity applied, but also other methods such as maximum average method, Maximum gravity method and others are possible.
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- Medical Preparation Storing Or Oral Administration Devices (AREA)
- Medicinal Preparation (AREA)
- Glanulating (AREA)
Description
Claims (10)
- Verfahren zur Qualitätssicherung bei der Tablettenherstellung durch Pressen über die Einflussnahme auf die Presskraft, auf das Gewicht, auf die Härte und die Höhe der Tabletten mittels Regler, wobei das Regelungssystem in mehrere sich beeinflussende, im wesentlichen parallel ablaufende Regelungskreise (R1 bis R4) zur gleichzeitigen Regelung der Presskraft (PK) und der Tablettenparameter Gewicht (G) und Härte (H) aufgeteilt wird,
dadurch gekennzeichnet, dass zu den sich beeinflussenden und im wesentlichen parallel ablaufenden Regelungskreisen des Regelungssystems ein weiterer Regelungskreis (R5) zur gleichzeitigen Regelung des Tablettenparameters Höhe (T) vorgesehen wird, dass in einem ersten Regelungskreis (R1) die IST-Presskraft (PKIST) durch Dosierungsänderung (ΔD) auf den Wert der Soll-Presskraft (PKSOLL) konstant gehalten wird und dass in einem dazu parallel ablaufenden zweiten Regelungskreis (R2) das Tablettengewicht (G) gemessen und entsprechend der Gewichtsabweichung (ΔG) ein neuer Wert für die Soll-Presskraft (PKSOLL) berechnet wird, und dass im ersten Regelungskreis (R1) eine Dosierungsänderung (ΔD) erzeugt und die Gewichtsabweichung (ΔG) ausgeglichen wird, dass in einem dritten Regelungskreis (R3) die Höhenabweichung (ΔT) und in einem vierten Regelungskreis (R4) die Härteabweichung (ΔH) gemessen werden, und dass bei vorhandenen Abweichungen (ΔT, ΔH) jeweils neue Werte für die Soll-Presskraft-Steghöhe (PKSOLLST) berechnet werden, und dass in einem fünften Regelungskreis (R5) eine Abweichung zwischen dem Wert der Soll-Presskraft-Steghöhe (PKSOLLST) und dem Wert der IST-Presskraft (PKIST) durch eine Steghöhenverstellung (ΔST) ausgeregelt wird. - Verfahren nach Anspruch 1, dadurch gekennzeichnet, dass die IST-Presskraft (PKIST) aus dem starren oder gleitenden Mittelwert mehrerer Einzelpresskräfte gebildet wird.
- Verfahren nach den Ansprüchen 1 und 2, dadurch gekennzeichnet, dass parallel zur Presskraftmessung kontinuierlich das Gewicht (G), die Höhe (T) und die Härte (H) der Tabletten gemessen und zu je einem gleitenden Mittelwert berechnet werden.
- Verfahren nach Anspruch 3, dadurch gekennzeichnet, dass die Messwerte der Höhe (T), der Härte (H) und des Gewichts (G) der Tabletten den einzelnen Stempelstationen zugeordnet werden.
- Verfahren nach den Ansprüchen 2 bis 4, dadurch gekennzeichnet, dass der erste Regelungskreis (R1) und der fünfte Regelungskreis (R5) alternativ arbeiten.
- Verfahren nach den Ansprüchen 1 bis 5, dadurch gekennzeichnet, dass an die Eingänge der Regelungskreise (R1 bis R5) neben den jeweiligen Regelabweichungen (ΔPK, ΔG, ΔT, ΔH, PKSOLLST) jeweils auch die Empfindlichkeiten (dG/dPK, dT/dh, dH/dh, dPK/dh, dPK/dD) der Regelung angelegt werden.
- Verfahren nach Anspruch 6, dadurch gekennzeichnet, dass die Empfindlichkeiten (dG/dPK, dT/dh, dH/dh, dPK/dh, dPK/dD) während des Betriebes den Regelungen angepasst werden.
- Verfahren nach den Ansprüchen 1 bis 7, dadurch gekennzeichnet, dass die Regelungskreise (R1 bis R5) jeweils in mehrere Teilregelungsblöcke unterteilt werden.
- Verfahren nach den Ansprüchen 1 bis 8, dadurch gekennzeichnet, dass die Grenzwerte für die Presskraft (PK) adaptiv an die im laufenden Betrieb gemessenen Werte und die vorgegebenen Grenzwerte für das Gewicht (G), die Höhe (T) und die Härte (H) der Tabletten bestimmt werden.
- Verfahren nach Anspruch 1, dadurch gekennzeichnet, dass für die Beschreibung, den Entwurf, die Realisierung und die Optimierung der Regelungskreise (R1 bis R5) Methoden der FUZZY-Logik angewendet werden.
Priority Applications (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| DE4315680A DE4315680C2 (de) | 1993-05-05 | 1993-05-05 | Regelung von Tablettenparametern bei der Herstellung auf Rundlauf-Pressen |
| EP94250211A EP0698481B2 (de) | 1993-05-05 | 1994-08-24 | Fuzzysteuerungsverfahren zur Qualitätssicherung bei der Tablettenherstellung |
| DE59407774T DE59407774D1 (de) | 1993-05-05 | 1994-08-24 | Fuzzysteuerungsverfahren zur Qualitätssicherung bei der Tablettenherstellung |
| ES94250211T ES2130350T5 (es) | 1993-05-05 | 1994-08-24 | Procedimiento para asegurar la calidad en la fabricacion de tabletas. |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| DE4315680A DE4315680C2 (de) | 1993-05-05 | 1993-05-05 | Regelung von Tablettenparametern bei der Herstellung auf Rundlauf-Pressen |
| EP94250211A EP0698481B2 (de) | 1993-05-05 | 1994-08-24 | Fuzzysteuerungsverfahren zur Qualitätssicherung bei der Tablettenherstellung |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| EP0698481A1 EP0698481A1 (de) | 1996-02-28 |
| EP0698481B1 EP0698481B1 (de) | 1999-02-03 |
| EP0698481B2 true EP0698481B2 (de) | 2003-03-19 |
Family
ID=25925811
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP94250211A Expired - Lifetime EP0698481B2 (de) | 1993-05-05 | 1994-08-24 | Fuzzysteuerungsverfahren zur Qualitätssicherung bei der Tablettenherstellung |
Country Status (3)
| Country | Link |
|---|---|
| EP (1) | EP0698481B2 (de) |
| DE (2) | DE4315680C2 (de) |
| ES (1) | ES2130350T5 (de) |
Families Citing this family (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE19828004B4 (de) * | 1998-06-24 | 2005-10-13 | Korsch Ag | Verfahren zur Erzielung einer konstanten Preßkraft bei Tablettiermaschinen |
| DE19955196A1 (de) * | 1999-11-16 | 2001-05-23 | Korsch Pressen Ag | Verfahren zum Konstanthalten der Bruchhärte von Tabletten |
| DE19958999A1 (de) * | 1999-12-08 | 2001-04-26 | Henkel Kgaa | Verfahren und Vorrichtung zur Regelung von Tablettenpressen |
| DE50300536D1 (de) | 2003-02-10 | 2005-06-16 | Korsch Ag | Verfahren und Vorrichtung zur Steuerung einer Rundläufer-Tablettiermaschine |
| DE102006017196B4 (de) * | 2006-04-12 | 2008-09-11 | Fette Gmbh | Verfahren zur Regelung der Wirkstoffmenge von Tabletten während der Produktion in einer Rundläufertablettenpresse |
| JP5140071B2 (ja) | 2006-05-15 | 2013-02-06 | クールトイ・ナムローゼ・フェンノートシャップ | タブレット成形機を制御する方法及びタブレット成形機 |
| DE102009004620A1 (de) * | 2009-01-15 | 2010-07-22 | Gkn Sinter Metals Holding Gmbh | Verfahren zum Betrieb einer Pressvorrichtung zur Herstellung von Presslingen konstanter Höhe aus pulverförmigen Stoffen, Steuergerät für eine derartige Pressvorrichtung und Pressvorrichtung |
| PT2427166E (pt) | 2009-05-07 | 2014-01-20 | Gea Pharma Systems Ltd | Módulo de produção de comprimidos e método para a produção contínua de comprimidos |
| DE102017004803A1 (de) * | 2017-05-18 | 2018-11-22 | Cosateq Gmbh | Verfahren zum Betrieb einer Pulverpresse mit Lagenregelung und Pulverpresse zur Ausführung des Verfahrens |
| DE102018113220A1 (de) * | 2018-06-04 | 2019-12-05 | Thilo Kraemer | Verfahren zum automatischen Ermitteln von Grenzwerten von mindestens einem Parameter von kleinvolumigen Schüttgütern eines bestimmten Typs |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5085661A (de) * | 1973-11-30 | 1975-07-10 | ||
| JPS61111799A (ja) * | 1984-11-02 | 1986-05-29 | Hata Tekkosho:Kk | ロ−タリ−式粉末圧縮成形機 |
| DE3628757A1 (de) * | 1986-08-23 | 1988-03-03 | Fette Wilhelm Gmbh | Verfahren zur qualitaetssicherung bei der herstellung von tabletten |
| FR2607441B1 (fr) * | 1986-12-02 | 1992-01-24 | Commissariat Energie Atomique | Installation de fabrication de comprimes de masse lineique constante |
-
1993
- 1993-05-05 DE DE4315680A patent/DE4315680C2/de not_active Expired - Fee Related
-
1994
- 1994-08-24 ES ES94250211T patent/ES2130350T5/es not_active Expired - Lifetime
- 1994-08-24 DE DE59407774T patent/DE59407774D1/de not_active Expired - Lifetime
- 1994-08-24 EP EP94250211A patent/EP0698481B2/de not_active Expired - Lifetime
Also Published As
| Publication number | Publication date |
|---|---|
| ES2130350T5 (es) | 2003-11-16 |
| DE59407774D1 (de) | 1999-03-18 |
| EP0698481B1 (de) | 1999-02-03 |
| DE4315680A1 (de) | 1994-11-10 |
| ES2130350T3 (es) | 1999-07-01 |
| DE4315680C2 (de) | 1996-02-29 |
| EP0698481A1 (de) | 1996-02-28 |
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