JP2008516447A - 利用可能なメトロロジーキャパシティに基づいてメトロロジーサンプリングを動的に調整する方法およびシステム - Google Patents
利用可能なメトロロジーキャパシティに基づいてメトロロジーサンプリングを動的に調整する方法およびシステム Download PDFInfo
- Publication number
- JP2008516447A JP2008516447A JP2007535669A JP2007535669A JP2008516447A JP 2008516447 A JP2008516447 A JP 2008516447A JP 2007535669 A JP2007535669 A JP 2007535669A JP 2007535669 A JP2007535669 A JP 2007535669A JP 2008516447 A JP2008516447 A JP 2008516447A
- Authority
- JP
- Japan
- Prior art keywords
- metrology
- available
- sampling rate
- tools
- capacity
- 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
Links
- 238000005070 sampling Methods 0.000 title claims abstract description 93
- 238000000034 method Methods 0.000 title claims abstract description 77
- 238000005259 measurement Methods 0.000 claims description 15
- 238000004364 calculation method Methods 0.000 claims description 4
- 230000007547 defect Effects 0.000 claims description 3
- 230000003287 optical effect Effects 0.000 claims description 3
- 238000004519 manufacturing process Methods 0.000 description 54
- 230000008569 process Effects 0.000 description 31
- 239000004065 semiconductor Substances 0.000 description 21
- 238000004422 calculation algorithm Methods 0.000 description 18
- 238000012545 processing Methods 0.000 description 17
- 230000006870 function Effects 0.000 description 7
- 238000004886 process control Methods 0.000 description 6
- 238000011112 process operation Methods 0.000 description 5
- 235000012431 wafers Nutrition 0.000 description 5
- 230000008901 benefit Effects 0.000 description 4
- 230000008021 deposition Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 238000005530 etching Methods 0.000 description 4
- 230000006872 improvement Effects 0.000 description 4
- 238000005498 polishing Methods 0.000 description 4
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000012544 monitoring process Methods 0.000 description 3
- 238000000206 photolithography Methods 0.000 description 3
- 241001553014 Myrsine salicina Species 0.000 description 2
- 239000003054 catalyst Substances 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000005468 ion implantation Methods 0.000 description 2
- 230000008450 motivation Effects 0.000 description 2
- 238000000513 principal component analysis Methods 0.000 description 2
- 238000003860 storage Methods 0.000 description 2
- 230000002411 adverse Effects 0.000 description 1
- 238000000137 annealing Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000011109 contamination Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000014509 gene expression Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000003062 neural network model Methods 0.000 description 1
- 239000002245 particle Substances 0.000 description 1
- 238000004151 rapid thermal annealing Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 239000000126 substance Substances 0.000 description 1
- 239000000758 substrate Substances 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L22/00—Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
- H01L22/20—Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L22/00—Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
-
- 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
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/41865—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by job scheduling, process planning, material flow
Landscapes
- Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- Computer Hardware Design (AREA)
- Power Engineering (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Quality & Reliability (AREA)
- Automation & Control Theory (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
- General Factory Administration (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US10/958,891 US7076321B2 (en) | 2004-10-05 | 2004-10-05 | Method and system for dynamically adjusting metrology sampling based upon available metrology capacity |
| PCT/US2005/022424 WO2006041543A1 (en) | 2004-10-05 | 2005-06-23 | Method and system for dynamically adjusting metrology sampling based upon available metrology capacity |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JP2008516447A true JP2008516447A (ja) | 2008-05-15 |
| JP2008516447A5 JP2008516447A5 (enExample) | 2008-08-14 |
Family
ID=34979412
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2007535669A Pending JP2008516447A (ja) | 2004-10-05 | 2005-06-23 | 利用可能なメトロロジーキャパシティに基づいてメトロロジーサンプリングを動的に調整する方法およびシステム |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US7076321B2 (enExample) |
| JP (1) | JP2008516447A (enExample) |
| KR (1) | KR20070061868A (enExample) |
| CN (1) | CN101032013B (enExample) |
| DE (1) | DE112005002474B4 (enExample) |
| GB (1) | GB2434882B (enExample) |
| TW (1) | TWI369749B (enExample) |
| WO (1) | WO2006041543A1 (enExample) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2017053150A1 (en) * | 2015-09-21 | 2017-03-30 | Kla-Tencor Corporation | Method and system for process control with flexible sampling |
| US10754260B2 (en) | 2015-06-18 | 2020-08-25 | Kla-Tencor Corporation | Method and system for process control with flexible sampling |
Families Citing this family (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7296103B1 (en) * | 2004-10-05 | 2007-11-13 | Advanced Micro Devices, Inc. | Method and system for dynamically selecting wafer lots for metrology processing |
| US7305320B2 (en) * | 2006-02-15 | 2007-12-04 | International Business Machines Corporation | Metrology tool recipe validator using best known methods |
| US7257502B1 (en) * | 2006-02-28 | 2007-08-14 | Advanced Micro Devices, Inc. | Determining metrology sampling decisions based on fabrication simulation |
| DE102008023906B4 (de) | 2008-03-31 | 2021-12-30 | Taiwan Semiconductor Manufacturing Company, Ltd. | Verfahren und System zum automatischen Erzeugen von Durchsatzmodellen für Halbleiteranlagen |
| US8170704B2 (en) | 2008-03-31 | 2012-05-01 | Globalfoundries Inc. | Method and system for automatic generation of throughput models for semiconductor tools |
| US8559001B2 (en) * | 2010-01-11 | 2013-10-15 | Kla-Tencor Corporation | Inspection guided overlay metrology |
| US9228943B2 (en) | 2011-10-27 | 2016-01-05 | Kla-Tencor Corporation | Dynamically adjustable semiconductor metrology system |
| NL2009853A (en) | 2011-12-23 | 2013-06-26 | Asml Netherlands Bv | Methods and apparatus for measuring a property of a substrate. |
| DE102012200066B4 (de) * | 2012-01-03 | 2020-09-03 | Endress + Hauser Process Solutions Ag | Verfahren und Einrichtung zur Visualisierung von Informationen in einer Prozessanlage |
| US9816370B2 (en) * | 2012-09-19 | 2017-11-14 | Honeywell International Inc. | System and method for optimizing an operation of a sensor used with wellbore equipment |
| CN102945030B (zh) * | 2012-11-02 | 2015-04-01 | 上海华力微电子有限公司 | 一种有效控制晶圆生产过程中生产周期失控的方法 |
| US9760020B2 (en) | 2012-11-21 | 2017-09-12 | Kla-Tencor Corporation | In-situ metrology |
| US10133263B1 (en) | 2014-08-18 | 2018-11-20 | Kla-Tencor Corporation | Process condition based dynamic defect inspection |
| TWI539298B (zh) * | 2015-05-27 | 2016-06-21 | 國立成功大學 | 具取樣率決定機制的量測抽樣方法 與其電腦程式產品 |
| US10884342B2 (en) | 2015-11-11 | 2021-01-05 | Asml Netherlands B.V. | Method and apparatus for predicting performance of a metrology system |
| CN108931336A (zh) * | 2017-05-23 | 2018-12-04 | 北京航天计量测试技术研究所 | 一种高稳定性压力控制算法 |
| KR101995112B1 (ko) * | 2017-06-14 | 2019-09-30 | 에스케이 주식회사 | 장비신뢰지수에 기초한 Lot 리스크 스코어 기반의 동적 Lot 계측 제어방법 및 시스템 |
| CN115083936B (zh) * | 2021-03-10 | 2025-01-10 | 长鑫存储技术有限公司 | 采样量测方法、系统、计算机设备及存储介质 |
| US12000882B2 (en) | 2021-03-10 | 2024-06-04 | Changxin Memory Technologies, Inc. | Sampling measurement method, system, computer device and storage medium |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004535666A (ja) * | 2001-04-26 | 2004-11-25 | サーマ‐ウェイブ・インク | 計測システムクラスター |
Family Cites Families (40)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5425839A (en) * | 1992-05-14 | 1995-06-20 | Texas Instruments Incorporated | Method for rapidly etching material on a semiconductor device |
| US5770098A (en) * | 1993-03-19 | 1998-06-23 | Tokyo Electron Kabushiki Kaisha | Etching process |
| US5586039A (en) * | 1993-03-29 | 1996-12-17 | Texas Instruments Incorporated | Computer-aided manufacturing support method and system for specifying relationships and dependencies between process type components |
| US5402367A (en) * | 1993-07-19 | 1995-03-28 | Texas Instruments, Incorporated | Apparatus and method for model based process control |
| US5526293A (en) * | 1993-12-17 | 1996-06-11 | Texas Instruments Inc. | System and method for controlling semiconductor wafer processing |
| US5657252A (en) * | 1995-09-29 | 1997-08-12 | Motorola, Inc. | Dynamically configurable equipment integration architecture |
| JP3699776B2 (ja) * | 1996-04-02 | 2005-09-28 | 株式会社日立製作所 | 電子部品の製造方法 |
| US5822218A (en) * | 1996-08-27 | 1998-10-13 | Clemson University | Systems, methods and computer program products for prediction of defect-related failures in integrated circuits |
| US5982920A (en) * | 1997-01-08 | 1999-11-09 | Lockheed Martin Energy Research Corp. Oak Ridge National Laboratory | Automated defect spatial signature analysis for semiconductor manufacturing process |
| US5896294A (en) * | 1997-03-11 | 1999-04-20 | Advanced Micro Devices, Inc. | Method and apparatus for inspecting manufactured products for defects in response to in-situ monitoring |
| US5999003A (en) * | 1997-12-12 | 1999-12-07 | Advanced Micro Devices, Inc. | Intelligent usage of first pass defect data for improved statistical accuracy of wafer level classification |
| JP3055516B2 (ja) * | 1997-12-25 | 2000-06-26 | 日本電気株式会社 | 半導体集積回路の検査解析装置及びその方法並びにその制御プログラムを記録した記録媒体 |
| US6403385B1 (en) * | 1998-01-27 | 2002-06-11 | Advanced Micro Devices, Inc. | Method of inspecting a semiconductor wafer for defects |
| US6408219B2 (en) * | 1998-05-11 | 2002-06-18 | Applied Materials, Inc. | FAB yield enhancement system |
| US6263255B1 (en) * | 1998-05-18 | 2001-07-17 | Advanced Micro Devices, Inc. | Advanced process control for semiconductor manufacturing |
| IL125337A0 (en) * | 1998-07-14 | 1999-03-12 | Nova Measuring Instr Ltd | Method and apparatus for lithography monitoring and process control |
| US6136712A (en) * | 1998-09-30 | 2000-10-24 | Lam Research Corporation | Method and apparatus for improving accuracy of plasma etching process |
| US6281962B1 (en) * | 1998-12-17 | 2001-08-28 | Tokyo Electron Limited | Processing apparatus for coating substrate with resist and developing exposed resist including inspection equipment for inspecting substrate and processing method thereof |
| US6298470B1 (en) * | 1999-04-15 | 2001-10-02 | Micron Technology, Inc. | Method for efficient manufacturing of integrated circuits |
| US6303395B1 (en) * | 1999-06-01 | 2001-10-16 | Applied Materials, Inc. | Semiconductor processing techniques |
| US6421574B1 (en) * | 1999-09-23 | 2002-07-16 | Advanced Micro Devices, Inc. | Automatic defect classification system based variable sampling plan |
| US6248602B1 (en) * | 1999-11-01 | 2001-06-19 | Amd, Inc. | Method and apparatus for automated rework within run-to-run control semiconductor manufacturing |
| US6469518B1 (en) * | 2000-01-07 | 2002-10-22 | Advanced Micro Devices, Inc. | Method and apparatus for determining measurement frequency based on hardware age and usage |
| US6477432B1 (en) * | 2000-01-11 | 2002-11-05 | Taiwan Semiconductor Manufacturing Company | Statistical in-process quality control sampling based on product stability through a systematic operation system and method |
| US6337217B1 (en) * | 2000-02-14 | 2002-01-08 | Advanced Micro Devices, Inc. | Method and apparatus for improved focus in optical processing |
| US6245581B1 (en) * | 2000-04-19 | 2001-06-12 | Advanced Micro Devices, Inc. | Method and apparatus for control of critical dimension using feedback etch control |
| US6461878B1 (en) * | 2000-07-12 | 2002-10-08 | Advanced Micro Devices, Inc. | Feedback control of strip time to reduce post strip critical dimension variation in a transistor gate electrode |
| US6442496B1 (en) * | 2000-08-08 | 2002-08-27 | Advanced Micro Devices, Inc. | Method and apparatus for dynamic sampling of a production line |
| JP2002076087A (ja) * | 2000-08-31 | 2002-03-15 | Mitsubishi Electric Corp | 抜き取り検査管理システム |
| CN1186700C (zh) * | 2000-09-15 | 2005-01-26 | 先进微装置公司 | 半导体制造中用来改进控制的自调适取样方法 |
| US7698012B2 (en) | 2001-06-19 | 2010-04-13 | Applied Materials, Inc. | Dynamic metrology schemes and sampling schemes for advanced process control in semiconductor processing |
| US6650955B1 (en) * | 2001-12-18 | 2003-11-18 | Advanced Micro Devices, Inc. | Method and apparatus for determining a sampling plan based on process and equipment fingerprinting |
| US6821792B1 (en) * | 2001-12-18 | 2004-11-23 | Advanced Micro Devices, Inc. | Method and apparatus for determining a sampling plan based on process and equipment state information |
| US6831555B1 (en) * | 2002-03-05 | 2004-12-14 | Advanced Micro Devices, Inc. | Method and apparatus for dynamically monitoring system components in an advanced process control (APC) framework |
| US6687561B1 (en) * | 2002-04-03 | 2004-02-03 | Advanced Micro Devices, Inc. | Method and apparatus for determining a sampling plan based on defectivity |
| US7069104B2 (en) | 2002-04-30 | 2006-06-27 | Canon Kabushiki Kaisha | Management system, management apparatus, management method, and device manufacturing method |
| US8017411B2 (en) * | 2002-12-18 | 2011-09-13 | GlobalFoundries, Inc. | Dynamic adaptive sampling rate for model prediction |
| US6766214B1 (en) * | 2003-04-03 | 2004-07-20 | Advanced Micro Devices, Inc. | Adjusting a sampling rate based on state estimation results |
| US6868299B2 (en) * | 2003-04-15 | 2005-03-15 | I2 Technologies Us, Inc. | Generating a sampling plan for testing generated content |
| US6859746B1 (en) * | 2003-05-01 | 2005-02-22 | Advanced Micro Devices, Inc. | Methods of using adaptive sampling techniques based upon categorization of process variations, and system for performing same |
-
2004
- 2004-10-05 US US10/958,891 patent/US7076321B2/en not_active Expired - Fee Related
-
2005
- 2005-06-23 GB GB0705693A patent/GB2434882B/en not_active Expired - Fee Related
- 2005-06-23 JP JP2007535669A patent/JP2008516447A/ja active Pending
- 2005-06-23 KR KR1020077008344A patent/KR20070061868A/ko not_active Ceased
- 2005-06-23 WO PCT/US2005/022424 patent/WO2006041543A1/en not_active Ceased
- 2005-06-23 CN CN2005800332932A patent/CN101032013B/zh not_active Expired - Fee Related
- 2005-06-23 DE DE112005002474.1T patent/DE112005002474B4/de not_active Expired - Fee Related
- 2005-09-15 TW TW094131773A patent/TWI369749B/zh not_active IP Right Cessation
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004535666A (ja) * | 2001-04-26 | 2004-11-25 | サーマ‐ウェイブ・インク | 計測システムクラスター |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10754260B2 (en) | 2015-06-18 | 2020-08-25 | Kla-Tencor Corporation | Method and system for process control with flexible sampling |
| WO2017053150A1 (en) * | 2015-09-21 | 2017-03-30 | Kla-Tencor Corporation | Method and system for process control with flexible sampling |
| KR20180045033A (ko) * | 2015-09-21 | 2018-05-03 | 케이엘에이-텐코 코포레이션 | 유연적 샘플링을 이용한 공정 제어 방법 및 시스템 |
| KR102351636B1 (ko) | 2015-09-21 | 2022-01-13 | 케이엘에이 코포레이션 | 유연적 샘플링을 이용한 공정 제어 방법 및 시스템 |
Also Published As
| Publication number | Publication date |
|---|---|
| DE112005002474T5 (de) | 2007-09-06 |
| DE112005002474B4 (de) | 2017-02-09 |
| GB2434882A (en) | 2007-08-08 |
| CN101032013B (zh) | 2011-07-06 |
| TW200623300A (en) | 2006-07-01 |
| GB2434882B (en) | 2009-01-21 |
| KR20070061868A (ko) | 2007-06-14 |
| US20060074503A1 (en) | 2006-04-06 |
| GB0705693D0 (en) | 2007-05-02 |
| TWI369749B (en) | 2012-08-01 |
| US7076321B2 (en) | 2006-07-11 |
| WO2006041543A1 (en) | 2006-04-20 |
| CN101032013A (zh) | 2007-09-05 |
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