CA2382523A1 - Method of optimizing parameter values in a process of producing a product - Google Patents
Method of optimizing parameter values in a process of producing a product Download PDFInfo
- Publication number
- CA2382523A1 CA2382523A1 CA002382523A CA2382523A CA2382523A1 CA 2382523 A1 CA2382523 A1 CA 2382523A1 CA 002382523 A CA002382523 A CA 002382523A CA 2382523 A CA2382523 A CA 2382523A CA 2382523 A1 CA2382523 A1 CA 2382523A1
- Authority
- CA
- Canada
- Prior art keywords
- property
- values
- parameter values
- product
- data
- 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
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
Abstract
A method of optimizing parameter values in a process for producing a product, which process is essentially controlled by a set of parameters affecting a set of properties characterizing the product. The method uses an analytic hierarchy process (AHP) to associate a weight with each property according to its relative importance to obtain desired product characteristics. The method also uses parameter data and measured property data from a required number of experimental runs of the process, from which data property behavior relations between each property and the parameters are statistically established, which relations give estimated property values. Using the property weights, a process goal function is established, which is expressed in terms of weighted deviations between the estimated property values and the corresponding goal values for the properties. Finally, the process goal function is minimized in order to generate a set of optimal parameter values for the process.
The AHP process may be further used to evaluate the optimal solution compared to a set of other alternative solutions. The method allows the use of input data obtained from a minimum number of experimental runs, to generate a reliable set of parameter values. An example illustrating an application of the method for the design of a pharmaceutical formulation is described.
The AHP process may be further used to evaluate the optimal solution compared to a set of other alternative solutions. The method allows the use of input data obtained from a minimum number of experimental runs, to generate a reliable set of parameter values. An example illustrating an application of the method for the design of a pharmaceutical formulation is described.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US15245799P | 1999-09-03 | 1999-09-03 | |
US60/152,457 | 1999-09-03 | ||
PCT/CA2000/000998 WO2001018668A2 (en) | 1999-09-03 | 2000-08-28 | Method of optimizing parameter values in a process of producing a product |
Publications (2)
Publication Number | Publication Date |
---|---|
CA2382523A1 true CA2382523A1 (en) | 2001-03-15 |
CA2382523C CA2382523C (en) | 2006-07-25 |
Family
ID=22543005
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CA002382523A Expired - Fee Related CA2382523C (en) | 1999-09-03 | 2000-08-28 | Method of optimizing parameter values in a process of producing a product |
Country Status (6)
Country | Link |
---|---|
US (2) | US6973389B1 (en) |
EP (1) | EP1362307A2 (en) |
CN (1) | CN1520557A (en) |
AU (1) | AU2000268132A1 (en) |
CA (1) | CA2382523C (en) |
WO (1) | WO2001018668A2 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102520705A (en) * | 2011-12-31 | 2012-06-27 | 中国石油天然气股份有限公司 | Refining production process optimal analysis method and system |
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CA2382523C (en) * | 1999-09-03 | 2006-07-25 | Quantis Formulation Inc. | Method of optimizing parameter values in a process of producing a product |
US6748279B2 (en) * | 2001-01-31 | 2004-06-08 | Red X Technologies, Inc. | Method for improving a manufacturing process by conducting a full factorial experiment to optimize process variable settings |
DE10341762B4 (en) * | 2002-09-11 | 2014-05-15 | Fisher-Rosemount Systems, Inc. | Managing the realizability of constraints and limitations in an optimizer for process control systems |
CA2510702A1 (en) * | 2003-01-21 | 2004-08-05 | Plastic Technologies, Inc. | Apparatus and method for virtual prototyping of blow molded objects |
US7367006B1 (en) * | 2005-01-11 | 2008-04-29 | Cadence Design Systems, Inc. | Hierarchical, rules-based, general property visualization and editing method and system |
US20060224530A1 (en) * | 2005-03-21 | 2006-10-05 | Riggs Jeffrey L | Polycriteria transitivity process |
US7894446B2 (en) * | 2005-11-23 | 2011-02-22 | Jds Uniphase Corporation | Method and systems for optimization analysis in networks |
US20070128282A1 (en) * | 2005-12-02 | 2007-06-07 | Patel Hasmukh B | Oral osmotic drug delivery system |
US7714201B2 (en) * | 2006-12-22 | 2010-05-11 | Monsanto Technology Llc | Cotton variety 781000G |
US7419684B2 (en) * | 2006-12-22 | 2008-09-02 | Reliant Pharmaceuticals, Inc. | System and method for manufacturing oral osmotic drug delivery devices, and methods of administering same |
US20080312885A1 (en) * | 2007-06-12 | 2008-12-18 | Justsystems Evans Research, Inc. | Hybrid method for simulation optimization |
CA2715241C (en) * | 2008-02-14 | 2017-10-31 | Orion Diagnostica Oy | Method for predicting a future property |
CN101329699B (en) * | 2008-07-31 | 2011-01-26 | 四川大学 | Method for predicting medicament molecule pharmacokinetic property and toxicity based on supporting vector machine |
EP2400358B1 (en) | 2010-06-24 | 2016-03-30 | Borealis AG | Iterative production process control |
US20120259792A1 (en) * | 2011-04-06 | 2012-10-11 | International Business Machines Corporation | Automatic detection of different types of changes in a business process |
US20120284069A1 (en) * | 2011-05-04 | 2012-11-08 | Sony Corporation | Method for optimizing parameters in a recommendation system |
CN102682205A (en) * | 2012-04-28 | 2012-09-19 | 清华大学 | Ecological suitability analytical method for urban and rural ecological planning |
US20140330746A1 (en) * | 2013-05-01 | 2014-11-06 | International Business Machines Corporation | Stochastic investment planning system |
US9593566B2 (en) * | 2013-10-23 | 2017-03-14 | Baker Hughes Incorporated | Semi-autonomous drilling control |
EP2887236A1 (en) * | 2013-12-23 | 2015-06-24 | D square N.V. | System and method for similarity search in process data |
WO2016018370A1 (en) | 2014-07-31 | 2016-02-04 | Compagnie Generale Des Etablissements Michelin | Tire uniformity improvement through identification of a composite uniformity parameter using multivariate normal distributions |
EP3175214B1 (en) | 2014-07-31 | 2020-03-11 | Compagnie Générale des Etablissements Michelin | Tire uniformity improvement through identification of measurement process harmonics |
CN106796161B (en) | 2014-07-31 | 2019-12-06 | 米其林集团总公司 | tire uniformity improvement by identifying measurement process harmonics using multiple revolutions in a uniformity measurement machine |
WO2016018371A1 (en) | 2014-07-31 | 2016-02-04 | Compagnie Generale Des Etablissements Michelin | Tire uniformity improvement through identification of a composite uniformity parameter using weibull distributions |
CN104331835B (en) * | 2014-11-04 | 2018-02-16 | 国睿集团有限公司 | The processing method assessed for ecological agriculture comprehensive benefit |
CN107451133B (en) * | 2016-05-30 | 2023-09-29 | 泰康之家(北京)投资有限公司 | Method and apparatus for evaluating overall feature status of an object |
EP3264165B1 (en) * | 2016-06-30 | 2019-03-06 | Essilor International | Method for detecting a probable error in a set of data relative to a wearer and/or a frame chosen by the wearer |
CN106250181A (en) * | 2016-07-27 | 2016-12-21 | 浪潮(北京)电子信息产业有限公司 | The performance optimization method of a kind of (SuSE) Linux OS and framework |
TWI643145B (en) * | 2017-07-03 | 2018-12-01 | 財團法人商業發展研究院 | Method and apparatus for estimating trend of product development market |
CN107862439B (en) * | 2017-10-17 | 2021-12-07 | 神华集团有限责任公司 | Method and device for determining smoothness of coal liquefaction device |
EP3640946A1 (en) * | 2018-10-15 | 2020-04-22 | Sartorius Stedim Data Analytics AB | Multivariate approach for biological cell selection |
US11580275B1 (en) * | 2018-12-18 | 2023-02-14 | X Development Llc | Experimental discovery processes |
US11537923B2 (en) * | 2020-02-04 | 2022-12-27 | Ford Global Technologies, Llc | Predictive methodology to identify potential unknown sweet spots |
CN111612307B (en) * | 2020-04-23 | 2023-06-02 | 长江勘测规划设计研究有限责任公司 | Method for quantitatively evaluating construction necessity degree of ecological regulating dam |
CN113516794B (en) * | 2021-03-01 | 2023-03-17 | 广东工业大学 | Multi-factor fusion check-in method based on analytic hierarchy process |
US20230114201A1 (en) * | 2021-10-08 | 2023-04-13 | Pepsico, Inc. | Methods for digitally designing preforms and molding instructions for bottles |
CN117035200B (en) * | 2023-10-09 | 2023-12-15 | 南通思泽塑业有限公司 | Optimized production control method and system for plastic products |
Family Cites Families (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4368509A (en) * | 1979-08-24 | 1983-01-11 | Li Chou H | Self-optimizing machine and method |
US5119468A (en) | 1989-02-28 | 1992-06-02 | E. I. Du Pont De Nemours And Company | Apparatus and method for controlling a process using a trained parallel distributed processing network |
FR2654849A1 (en) | 1989-11-23 | 1991-05-24 | Atochem | TECHNIQUE FOR DETERMINING THE OPTIMAL RELATION VARIABLES / PROPERTIES IN A METHOD AND / OR COMPOSITION. |
EP0587290B1 (en) | 1992-07-30 | 2000-01-26 | Teknekron Infoswitch Corporation | Method and system for monitoring and/or controlling the performance of an organization |
US5740033A (en) | 1992-10-13 | 1998-04-14 | The Dow Chemical Company | Model predictive controller |
US5457625A (en) | 1994-04-13 | 1995-10-10 | The M. W. Kellogg Company | Maximizing process production rates using permanent constraints |
US6151565A (en) * | 1995-09-08 | 2000-11-21 | Arlington Software Corporation | Decision support system, method and article of manufacture |
US5871805A (en) * | 1996-04-08 | 1999-02-16 | Lemelson; Jerome | Computer controlled vapor deposition processes |
US5933345A (en) * | 1996-05-06 | 1999-08-03 | Pavilion Technologies, Inc. | Method and apparatus for dynamic and steady state modeling over a desired path between two end points |
US5862514A (en) * | 1996-12-06 | 1999-01-19 | Ixsys, Inc. | Method and means for synthesis-based simulation of chemicals having biological functions |
US5933348A (en) | 1997-06-26 | 1999-08-03 | International Business Machines Corporation | Method for biasing designs of experiments |
CA2382523C (en) * | 1999-09-03 | 2006-07-25 | Quantis Formulation Inc. | Method of optimizing parameter values in a process of producing a product |
-
2000
- 2000-08-28 CA CA002382523A patent/CA2382523C/en not_active Expired - Fee Related
- 2000-08-28 AU AU2000268132A patent/AU2000268132A1/en not_active Abandoned
- 2000-08-28 US US09/980,163 patent/US6973389B1/en not_active Expired - Fee Related
- 2000-08-28 WO PCT/CA2000/000998 patent/WO2001018668A2/en active Search and Examination
- 2000-08-28 CN CNA008199515A patent/CN1520557A/en active Pending
- 2000-08-28 EP EP00955992A patent/EP1362307A2/en not_active Ceased
-
2005
- 2005-10-11 US US11/247,683 patent/US20060031024A1/en not_active Abandoned
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102520705A (en) * | 2011-12-31 | 2012-06-27 | 中国石油天然气股份有限公司 | Refining production process optimal analysis method and system |
CN102520705B (en) * | 2011-12-31 | 2014-11-26 | 中国石油天然气股份有限公司 | Refining production process optimal analysis method and system |
Also Published As
Publication number | Publication date |
---|---|
AU2000268132A1 (en) | 2001-04-10 |
US20060031024A1 (en) | 2006-02-09 |
CN1520557A (en) | 2004-08-11 |
AU2000268132A8 (en) | 2001-06-07 |
CA2382523C (en) | 2006-07-25 |
WO2001018668A8 (en) | 2003-09-18 |
US6973389B1 (en) | 2005-12-06 |
WO2001018668A2 (en) | 2001-03-15 |
EP1362307A2 (en) | 2003-11-19 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
EEER | Examination request | ||
MKLA | Lapsed |
Effective date: 20200831 |