TWI266207B - Method and computer system for designing experiments - Google Patents
Method and computer system for designing experiments Download PDFInfo
- Publication number
- TWI266207B TWI266207B TW092108486A TW92108486A TWI266207B TW I266207 B TWI266207 B TW I266207B TW 092108486 A TW092108486 A TW 092108486A TW 92108486 A TW92108486 A TW 92108486A TW I266207 B TWI266207 B TW I266207B
- Authority
- TW
- Taiwan
- Prior art keywords
- module
- experimental
- data
- experiment
- optimization tool
- Prior art date
Links
- 238000002474 experimental method Methods 0.000 title claims abstract description 76
- 238000000034 method Methods 0.000 title claims abstract description 70
- 238000012545 processing Methods 0.000 claims abstract description 30
- 238000011156 evaluation Methods 0.000 claims abstract description 19
- 238000005457 optimization Methods 0.000 claims description 55
- 238000012360 testing method Methods 0.000 claims description 23
- 238000013401 experimental design Methods 0.000 claims description 22
- 239000000463 material Substances 0.000 claims description 12
- 238000013528 artificial neural network Methods 0.000 claims description 6
- 230000008859 change Effects 0.000 claims description 5
- 238000011160 research Methods 0.000 claims description 5
- 239000004480 active ingredient Substances 0.000 claims description 4
- 238000001914 filtration Methods 0.000 claims description 4
- 238000007639 printing Methods 0.000 claims description 4
- 238000006243 chemical reaction Methods 0.000 claims description 3
- 230000003197 catalytic effect Effects 0.000 claims 1
- 230000007704 transition Effects 0.000 claims 1
- 230000008569 process Effects 0.000 abstract description 14
- 238000007418 data mining Methods 0.000 abstract description 4
- 238000003062 neural network model Methods 0.000 abstract 1
- 238000013461 design Methods 0.000 description 24
- 230000010354 integration Effects 0.000 description 9
- 238000004422 calculation algorithm Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 8
- 230000002079 cooperative effect Effects 0.000 description 6
- 230000000750 progressive effect Effects 0.000 description 6
- 239000003054 catalyst Substances 0.000 description 5
- 238000011867 re-evaluation Methods 0.000 description 5
- 239000000126 substance Substances 0.000 description 5
- 230000000875 corresponding effect Effects 0.000 description 4
- 238000007405 data analysis Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 238000003050 experimental design method Methods 0.000 description 4
- 238000004458 analytical method Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 3
- 238000004364 calculation method Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 238000007596 consolidation process Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000013537 high throughput screening Methods 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000007619 statistical method Methods 0.000 description 2
- 206010003497 Asphyxia Diseases 0.000 description 1
- 108090000790 Enzymes Proteins 0.000 description 1
- 102000004190 Enzymes Human genes 0.000 description 1
- 238000006555 catalytic reaction Methods 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 238000011157 data evaluation Methods 0.000 description 1
- 239000012467 final product Substances 0.000 description 1
- 230000002068 genetic effect Effects 0.000 description 1
- 239000010977 jade Substances 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000035772 mutation Effects 0.000 description 1
- 210000005036 nerve Anatomy 0.000 description 1
- 239000000047 product Substances 0.000 description 1
- 108090000623 proteins and genes Proteins 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 238000012827 research and development Methods 0.000 description 1
- 239000011949 solid catalyst Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/0205—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric not using a model or a simulator of the controlled system
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
Landscapes
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Pharmaceuticals Containing Other Organic And Inorganic Compounds (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- General Factory Administration (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| DE10216558A DE10216558A1 (de) | 2002-04-15 | 2002-04-15 | Verfahren und Computersystem zur Planung von Versuchen |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| TW200402636A TW200402636A (en) | 2004-02-16 |
| TWI266207B true TWI266207B (en) | 2006-11-11 |
Family
ID=28685059
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW092108486A TWI266207B (en) | 2002-04-15 | 2003-04-14 | Method and computer system for designing experiments |
Country Status (13)
| Country | Link |
|---|---|
| US (1) | US7424465B2 (https=) |
| EP (1) | EP1499930B1 (https=) |
| JP (1) | JP2005522765A (https=) |
| CN (1) | CN1662858A (https=) |
| AT (1) | ATE501470T1 (https=) |
| AU (1) | AU2003221546A1 (https=) |
| CA (1) | CA2482413A1 (https=) |
| DE (2) | DE10216558A1 (https=) |
| IL (1) | IL164596A0 (https=) |
| NZ (1) | NZ535876A (https=) |
| PL (1) | PL372974A1 (https=) |
| TW (1) | TWI266207B (https=) |
| WO (1) | WO2003087957A2 (https=) |
Families Citing this family (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE102004010808A1 (de) * | 2004-03-05 | 2005-09-22 | Bayer Technology Services Gmbh | Verfahren zur Durchführung von Hochdurchsatzexperimenten |
| US7133735B2 (en) * | 2005-01-27 | 2006-11-07 | Taiwan Semiconductor Manufacturing Co., Ltd | Experiment management system and method thereof in semiconductor manufacturing environment |
| AT9965U3 (de) * | 2008-02-07 | 2009-01-15 | Avl List Gmbh | Verfahren zur vermessung eines nichtlinearen dynamischen realen systems |
| WO2009135168A1 (en) * | 2008-05-01 | 2009-11-05 | Icosystem Corporation | Methods and systems for the design of choice experiments and deduction of human decision-making heuristics |
| US20090307636A1 (en) * | 2008-06-05 | 2009-12-10 | International Business Machines Corporation | Solution efficiency of genetic algorithm applications |
| PL2537072T3 (pl) * | 2010-02-17 | 2014-05-30 | Hauni Maschinenbau Gmbh | Urządzenie do wstępnej obróbki tytoniu w przemyśle tytoniowym i sposób eksploatacji urządzenia |
| EP2676215A4 (en) * | 2011-02-14 | 2018-01-24 | Carnegie Mellon University | Learning to predict effects of compounds on targets |
| US11449791B2 (en) * | 2018-11-16 | 2022-09-20 | Cognizant Technology Solutions India Pvt. Ltd. | System and method for monitoring lab processes and predicting their outcomes |
| US11086954B1 (en) | 2020-07-09 | 2021-08-10 | Bank Of America Corporation | Method and system for data testing |
| EP4071565A1 (de) * | 2021-04-09 | 2022-10-12 | Primetals Technologies Austria GmbH | Optimierungsversfahren für den betrieb von anlagen der grundstoffindustrie |
Family Cites Families (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5253331A (en) | 1991-07-03 | 1993-10-12 | General Motors Corporation | Expert system for statistical design of experiments |
| US5621665A (en) | 1992-12-15 | 1997-04-15 | International Business Machines Corporation | Selecting levels for factors for industrial process experiments |
| BE1009406A3 (fr) * | 1995-06-09 | 1997-03-04 | Solvay | Methode de regulation de procedes de synthese de produits chimiques. |
| US6175816B1 (en) * | 1997-05-23 | 2001-01-16 | Advanced Life Sciences, Inc. | Use of automated technology in chemical process research and development |
| US6044212A (en) * | 1996-05-24 | 2000-03-28 | Advanced Life Sciences, Inc. | Use of automated technology in chemical process research and development |
| US6144885A (en) * | 1997-06-03 | 2000-11-07 | Scarrah; Warren P. | Method for the interactive improvement of manufacturing processes |
| US6009379A (en) | 1997-06-11 | 1999-12-28 | International Business Machines Corporation | Method for controlling manufacturing processes via efficient experimental |
| DE69731222T2 (de) * | 1997-08-08 | 2005-03-10 | Bridgestone Corp. | Verfahren zum entwerfen von reifen, optimierungsanalysereinrichtung und speichermedium zur aufnahme des optimierungsanalyseprogramms |
| DE19843242A1 (de) | 1998-09-11 | 2000-03-23 | Inst Angewandte Chemie Berlin | Verfahren zur Herstellung aktiver und/oder selektiver Feststoff-Katalysatoren aus anorganischen oder metallorganischen Feststoffen oder Gemischen davon |
| WO2000043411A2 (en) | 1999-01-25 | 2000-07-27 | Combimatrix Corporation | Method for combinatorial materials development |
| US6604092B1 (en) | 1999-02-26 | 2003-08-05 | Lisa E. Stewart | Expert system utilizing a knowledge base and design of experiment (DOE) techniques |
| US6728641B1 (en) * | 2000-01-21 | 2004-04-27 | General Electric Company | Method and system for selecting a best case set of factors for a chemical reaction |
| US6983233B1 (en) * | 2000-04-19 | 2006-01-03 | Symyx Technologies, Inc. | Combinatorial parameter space experiment design |
| US6763276B1 (en) * | 2000-06-27 | 2004-07-13 | Mitsubishi Electric Research Laboratories, Inc. | Method for optimizing a continuous complex system using a set of vertices and dynamic hierarchical constraints |
| US6516313B1 (en) * | 2000-06-27 | 2003-02-04 | Mitsubishi Electric Research Laboratories, Inc. | Method for dynamic constraint handling in vertex based optimization of a continuous complex system |
| US6826487B1 (en) * | 2000-10-25 | 2004-11-30 | General Electric Company | Method for defining an experimental space and method and system for conducting combinatorial high throughput screening of mixtures |
| US6996550B2 (en) * | 2000-12-15 | 2006-02-07 | Symyx Technologies, Inc. | Methods and apparatus for preparing high-dimensional combinatorial experiments |
| US6684161B2 (en) * | 2001-07-11 | 2004-01-27 | General Electric Company | Combinatorial experiment design method and system |
-
2002
- 2002-04-15 DE DE10216558A patent/DE10216558A1/de not_active Ceased
-
2003
- 2003-04-02 AT AT03717266T patent/ATE501470T1/de active
- 2003-04-02 AU AU2003221546A patent/AU2003221546A1/en not_active Abandoned
- 2003-04-02 EP EP03717266A patent/EP1499930B1/de not_active Expired - Lifetime
- 2003-04-02 NZ NZ535876A patent/NZ535876A/en unknown
- 2003-04-02 PL PL03372974A patent/PL372974A1/xx not_active Application Discontinuation
- 2003-04-02 DE DE50313529T patent/DE50313529D1/de not_active Expired - Lifetime
- 2003-04-02 CA CA002482413A patent/CA2482413A1/en not_active Abandoned
- 2003-04-02 JP JP2003584837A patent/JP2005522765A/ja active Pending
- 2003-04-02 CN CN03813909.XA patent/CN1662858A/zh active Pending
- 2003-04-02 WO PCT/EP2003/003424 patent/WO2003087957A2/de not_active Ceased
- 2003-04-02 US US10/511,231 patent/US7424465B2/en not_active Expired - Fee Related
- 2003-04-14 TW TW092108486A patent/TWI266207B/zh not_active IP Right Cessation
-
2004
- 2004-10-14 IL IL16459604A patent/IL164596A0/xx unknown
Also Published As
| Publication number | Publication date |
|---|---|
| DE10216558A1 (de) | 2003-10-30 |
| NZ535876A (en) | 2006-06-30 |
| EP1499930B1 (de) | 2011-03-09 |
| TW200402636A (en) | 2004-02-16 |
| AU2003221546A1 (en) | 2003-10-27 |
| US7424465B2 (en) | 2008-09-09 |
| CA2482413A1 (en) | 2003-10-23 |
| CN1662858A (zh) | 2005-08-31 |
| EP1499930A2 (de) | 2005-01-26 |
| DE50313529D1 (de) | 2011-04-21 |
| PL372974A1 (en) | 2005-08-08 |
| US20050197986A1 (en) | 2005-09-08 |
| WO2003087957A3 (de) | 2004-01-08 |
| ATE501470T1 (de) | 2011-03-15 |
| JP2005522765A (ja) | 2005-07-28 |
| WO2003087957A2 (de) | 2003-10-23 |
| IL164596A0 (en) | 2005-12-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| TWI266207B (en) | Method and computer system for designing experiments | |
| Zhu et al. | Low carbon flexible job shop scheduling problem considering worker learning using a memetic algorithm | |
| Đumić et al. | Evolving priority rules for resource constrained project scheduling problem with genetic programming | |
| Tiwari et al. | Solving machine loading problems in a flexible manufacturing system using a genetic algorithm based heuristic approach | |
| Ponnambalam et al. | A multiobjective genetic algorithm for job shop scheduling | |
| Choobineh et al. | A multi-objective tabu search for a single-machine scheduling problem with sequence-dependent setup times | |
| Zandieh et al. | An adaptive multi-population genetic algorithm to solve the multi-objective group scheduling problem in hybrid flexible flowshop with sequence-dependent setup times | |
| Ponnambalam et al. | A GA-SA multiobjective hybrid search algorithm for integrating lot sizing and sequencing in flow-line scheduling | |
| JP2004258037A (ja) | 原子炉炉心燃料集合体装荷パターンを確立する方法 | |
| Iklassov et al. | Self-guiding exploration for combinatorial problems | |
| Wibig | Dynamic programming and genetic algorithm for business processes optimisation | |
| Lin et al. | A two-stage approach for structural topology optimization | |
| CN112257993A (zh) | 一种基于表格的生产记录方法和记录装置 | |
| Kethley et al. | Single machine scheduling to minimize total weighted late work: a comparison of scheduling rules and search algorithms | |
| Cui et al. | A heuristic for the one-dimensional cutting stock problem with pattern reduction | |
| Filipič et al. | Using inductive machine learning to support decision making in machining processes | |
| Qiu et al. | A genetic algorithm-based approach to flexible job-shop scheduling problem | |
| Said et al. | Optimal sensor location for damage detection using mutual information | |
| Linga et al. | Comparison of the Luus− Jaakola optimization and Gauss− Newton methods for parameter estimation in ordinary differential equation models | |
| Mattson et al. | Concept selection in n-dimension using s-Pareto frontiers and visualization | |
| Bonnema | TRIZ for systems architecting | |
| Besseris | Multi-response non-parametric profiling using Taguchi's qualimetric engineering and neurocomputing methods: Screening a foaming process in a solar collector assembly | |
| Gaafar et al. | Fixed-quantity dynamic lot sizing using simulated annealing | |
| JP4780260B2 (ja) | 多品目ロットサイズスケジューリング方法 | |
| Caccia et al. | Genetic algorithm for disassembly strategy definition |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| MM4A | Annulment or lapse of patent due to non-payment of fees |