CN109844664B - 量化并减小总测量不确定度 - Google Patents

量化并减小总测量不确定度 Download PDF

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Publication number
CN109844664B
CN109844664B CN201780064588.9A CN201780064588A CN109844664B CN 109844664 B CN109844664 B CN 109844664B CN 201780064588 A CN201780064588 A CN 201780064588A CN 109844664 B CN109844664 B CN 109844664B
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tools
tmu
measurement
manufacturing
tool
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Chinese (zh)
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CN109844664A (zh
Inventor
K·比亚吉尼
B·曼蒂普利
R·贾扬塔拉奥
G·塔安
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KLA Corp
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KLA Tencor Corp
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Program-control systems
    • G05B19/02Program-control systems electric
    • G05B19/418Total 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]
    • G05B19/4184Total 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 fault tolerance, reliability of production system
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Program-control systems
    • G05B19/02Program-control systems electric
    • G05B19/418Total 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]
    • G05B19/41875Total 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 quality surveillance of production
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Program-control systems
    • G05B19/02Program-control systems electric
    • G05B19/418Total 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]
    • G05B19/4183Total 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 data acquisition, e.g. workpiece identification
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10PGENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/06Apparatus for monitoring, sorting, marking, testing or measuring
    • H10P72/0604Process monitoring, e.g. flow or thickness monitoring
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10PGENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/06Apparatus for monitoring, sorting, marking, testing or measuring
    • H10P72/0616Monitoring of warpages, curvatures, damages, defects or the like
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/30Nc systems
    • G05B2219/37Measurements
    • G05B2219/37525Mean, average values, statistical derived values
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10PGENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P74/00Testing or measuring during manufacture or treatment of wafers, substrates or devices
    • H10P74/23Testing or measuring during manufacture or treatment of wafers, substrates or devices characterised by multiple measurements, corrections, marking or sorting processes
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • General Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Quality & Reliability (AREA)
  • General Factory Administration (AREA)
  • Testing Or Measuring Of Semiconductors Or The Like (AREA)
CN201780064588.9A 2016-10-21 2017-10-19 量化并减小总测量不确定度 Active CN109844664B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US15/299,616 US10372114B2 (en) 2016-10-21 2016-10-21 Quantifying and reducing total measurement uncertainty
US15/299,616 2016-10-21
PCT/US2017/057467 WO2018075814A2 (en) 2016-10-21 2017-10-19 Quantifying and reducing total measurement uncertainty

Publications (2)

Publication Number Publication Date
CN109844664A CN109844664A (zh) 2019-06-04
CN109844664B true CN109844664B (zh) 2020-11-10

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US (1) US10372114B2 (https=)
JP (1) JP6941169B2 (https=)
KR (1) KR102248777B1 (https=)
CN (1) CN109844664B (https=)
DE (1) DE112017005308T5 (https=)
TW (1) TWI725244B (https=)
WO (1) WO2018075814A2 (https=)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10360671B2 (en) 2017-07-11 2019-07-23 Kla-Tencor Corporation Tool health monitoring and matching
DE102018211099B4 (de) 2018-07-05 2020-06-18 Carl Zeiss Smt Gmbh Verfahren und Vorrichtung zum Bewerten eines statistisch verteilten Messwertes beim Untersuchen eines Elements eines Photolithographieprozesses
KR102441849B1 (ko) * 2020-09-04 2022-09-08 한국표준과학연구원 계측 센서 근접대응스팬교정에 의한 측정값의 불확도 정량화 방법 및 장치
US20240142948A1 (en) * 2022-11-01 2024-05-02 Kla Corporation Methods And Systems For Monitoring Metrology Fleet Productivity
CN116387208B (zh) * 2023-06-02 2023-08-18 合肥喆塔科技有限公司 基于阈值管控的腔室匹配分析方法、系统、设备及介质
CN117259466B (zh) * 2023-10-07 2024-04-09 河北华伦线缆有限公司 电缆导体用不确定度控制方法

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101460944A (zh) * 2005-02-25 2009-06-17 国际商业机器公司 为测量系统确定队列匹配问题和根本原因要点
CN1695040B (zh) * 2002-12-20 2010-07-28 国际商业机器公司 用于计量仪器的评估和优化方法
CN102687073A (zh) * 2009-10-13 2012-09-19 Asml荷兰有限公司 检验方法和设备
CN104736962A (zh) * 2012-09-05 2015-06-24 科磊股份有限公司 用于估计及校正偏移目标不准确度的方法

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6430456B1 (en) 1999-07-26 2002-08-06 Advanced Micro Devices, Inc. Efficient process tool utilization in semiconductor manufacturing using an additional process tool state
US6738682B1 (en) 2001-09-13 2004-05-18 Advances Micro Devices, Inc. Method and apparatus for scheduling based on state estimation uncertainties
US20030079121A1 (en) 2001-10-19 2003-04-24 Applied Materials, Inc. Secure end-to-end communication over a public network from a computer inside a first private network to a server at a second private network
US7143288B2 (en) * 2002-10-16 2006-11-28 Vormetric, Inc. Secure file system server architecture and methods
US7352478B2 (en) * 2002-12-20 2008-04-01 International Business Machines Corporation Assessment and optimization for metrology instrument
WO2004072668A1 (en) * 2003-02-13 2004-08-26 Mcgill Iniversity Mixed-signal-device testing
US7848911B2 (en) 2004-02-20 2010-12-07 Agilent Technologies, Inc. Method of determining measurement uncertainties using circuit simulation
US7107177B2 (en) 2005-02-14 2006-09-12 International Business Machines Corporation Combining multiple reference measurement collections into a weighted reference measurement collection
TWI276932B (en) 2005-02-17 2007-03-21 Powerchip Semiconductor Corp Methods for determining tool assignment sequence and manufacturing systems using the same
KR100613821B1 (ko) * 2005-05-19 2006-08-22 인터내셔널 비지네스 머신즈 코포레이션 계측 기구에 대한 평가 및 최적화
US7065425B1 (en) * 2005-06-22 2006-06-20 Internaitonal Business Machines Corporation Metrology tool error log analysis methodology and system
DE102005030586A1 (de) 2005-06-30 2007-01-11 Advanced Micro Devices, Inc., Sunnyvale Verfahren und System für eine fortschrittliche Prozesssteuerung unter Anwendung der Messunsicherheit als Steuerungseingang
US8335670B2 (en) 2006-03-17 2012-12-18 Canberra Industries, Inc. Probabilistic uncertainty estimator
TWI306149B (en) * 2007-01-05 2009-02-11 Chroma Ate Inc Optical device for sensing distance
US9037279B2 (en) * 2009-09-09 2015-05-19 Taiwan Semiconductor Manufacturing Company, Ltd. Clustering for prediction models in process control and for optimal dispatching
JP5209012B2 (ja) 2010-09-22 2013-06-12 株式会社東芝 位置合わせ測定方法及び位置合わせ測定装置
US8193007B1 (en) * 2011-02-17 2012-06-05 Tokyo Electron Limited Etch process control using optical metrology and sensor devices
US9330985B2 (en) * 2012-03-13 2016-05-03 GlobalFoundries, Inc. Automated hybrid metrology for semiconductor device fabrication
US10222710B2 (en) * 2014-02-26 2019-03-05 Nova Measuring Instruments Ltd. Method and system for planning metrology measurements
JP2016076010A (ja) * 2014-10-03 2016-05-12 株式会社日立製作所 生産方式評価システムおよび生産方式評価方法

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1695040B (zh) * 2002-12-20 2010-07-28 国际商业机器公司 用于计量仪器的评估和优化方法
CN101460944A (zh) * 2005-02-25 2009-06-17 国际商业机器公司 为测量系统确定队列匹配问题和根本原因要点
CN102687073A (zh) * 2009-10-13 2012-09-19 Asml荷兰有限公司 检验方法和设备
CN104736962A (zh) * 2012-09-05 2015-06-24 科磊股份有限公司 用于估计及校正偏移目标不准确度的方法

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Publication number Publication date
KR102248777B1 (ko) 2021-05-04
TW201827966A (zh) 2018-08-01
JP6941169B2 (ja) 2021-09-29
WO2018075814A3 (en) 2018-07-26
TWI725244B (zh) 2021-04-21
WO2018075814A2 (en) 2018-04-26
CN109844664A (zh) 2019-06-04
JP2019537788A (ja) 2019-12-26
US10372114B2 (en) 2019-08-06
DE112017005308T5 (de) 2019-08-08
US20180113441A1 (en) 2018-04-26
KR20190059329A (ko) 2019-05-30

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