KR102248777B1 - 총 측정 불확도의 정량화 및 감소 - Google Patents

총 측정 불확도의 정량화 및 감소 Download PDF

Info

Publication number
KR102248777B1
KR102248777B1 KR1020197014620A KR20197014620A KR102248777B1 KR 102248777 B1 KR102248777 B1 KR 102248777B1 KR 1020197014620 A KR1020197014620 A KR 1020197014620A KR 20197014620 A KR20197014620 A KR 20197014620A KR 102248777 B1 KR102248777 B1 KR 102248777B1
Authority
KR
South Korea
Prior art keywords
tmu
tools
manufacturing
cli
measurement
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.)
Active
Application number
KR1020197014620A
Other languages
English (en)
Korean (ko)
Other versions
KR20190059329A (ko
Inventor
카렌 비아지니
브라이언트 맨티플리
라오 라비찬데르 자얀다
개리 탄
Original Assignee
케이엘에이 코포레이션
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 케이엘에이 코포레이션 filed Critical 케이엘에이 코포레이션
Publication of KR20190059329A publication Critical patent/KR20190059329A/ko
Application granted granted Critical
Publication of KR102248777B1 publication Critical patent/KR102248777B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-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
    • G05B19/00Programme-control systems
    • G05B19/02Programme-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
    • G05B19/00Programme-control systems
    • G05B19/02Programme-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
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L21/00Processes or apparatus adapted for the manufacture or treatment of semiconductor or solid state devices or of parts thereof
    • H01L21/67Apparatus specially adapted for handling semiconductor or electric solid state devices during manufacture or treatment thereof; Apparatus specially adapted for handling wafers during manufacture or treatment of semiconductor or electric solid state devices or components ; Apparatus not specifically provided for elsewhere
    • H01L21/67005Apparatus not specifically provided for elsewhere
    • H01L21/67242Apparatus for monitoring, sorting or marking
    • H01L21/67253Process monitoring, e.g. flow or thickness monitoring
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L21/00Processes or apparatus adapted for the manufacture or treatment of semiconductor or solid state devices or of parts thereof
    • H01L21/67Apparatus specially adapted for handling semiconductor or electric solid state devices during manufacture or treatment thereof; Apparatus specially adapted for handling wafers during manufacture or treatment of semiconductor or electric solid state devices or components ; Apparatus not specifically provided for elsewhere
    • H01L21/67005Apparatus not specifically provided for elsewhere
    • H01L21/67242Apparatus for monitoring, sorting or marking
    • H01L21/67288Monitoring of warpage, curvature, damage, 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
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing 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
    • H01L22/20Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps
    • 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]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Manufacturing & Machinery (AREA)
  • Automation & Control Theory (AREA)
  • General Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Power Engineering (AREA)
  • Computer Hardware Design (AREA)
  • Condensed Matter Physics & Semiconductors (AREA)
  • General Factory Administration (AREA)
  • Testing Or Measuring Of Semiconductors Or The Like (AREA)
KR1020197014620A 2016-10-21 2017-10-19 총 측정 불확도의 정량화 및 감소 Active KR102248777B1 (ko)

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
KR20190059329A KR20190059329A (ko) 2019-05-30
KR102248777B1 true KR102248777B1 (ko) 2021-05-04

Family

ID=61970306

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020197014620A Active KR102248777B1 (ko) 2016-10-21 2017-10-19 총 측정 불확도의 정량화 및 감소

Country Status (7)

Country Link
US (1) US10372114B2 (enExample)
JP (1) JP6941169B2 (enExample)
KR (1) KR102248777B1 (enExample)
CN (1) CN109844664B (enExample)
DE (1) DE112017005308T5 (enExample)
TW (1) TWI725244B (enExample)
WO (1) WO2018075814A2 (enExample)

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

Family Cites Families (24)

* 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
WO2004059247A1 (en) * 2002-12-20 2004-07-15 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
US7340374B2 (en) * 2005-02-25 2008-03-04 International Business Machines Corporation Determining fleet matching problem and root cause issue for measurement system
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
NL2005332A (en) * 2009-10-13 2011-04-14 Asml Netherlands Bv Inspection method and apparatus.
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
US9329033B2 (en) * 2012-09-05 2016-05-03 Kla-Tencor Corporation Method for estimating and correcting misregistration target inaccuracy
WO2015128866A1 (en) 2014-02-26 2015-09-03 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

Also Published As

Publication number Publication date
US10372114B2 (en) 2019-08-06
CN109844664A (zh) 2019-06-04
WO2018075814A3 (en) 2018-07-26
WO2018075814A2 (en) 2018-04-26
TWI725244B (zh) 2021-04-21
TW201827966A (zh) 2018-08-01
JP2019537788A (ja) 2019-12-26
JP6941169B2 (ja) 2021-09-29
CN109844664B (zh) 2020-11-10
DE112017005308T5 (de) 2019-08-08
US20180113441A1 (en) 2018-04-26
KR20190059329A (ko) 2019-05-30

Similar Documents

Publication Publication Date Title
KR102248777B1 (ko) 총 측정 불확도의 정량화 및 감소
US10360671B2 (en) Tool health monitoring and matching
JP5583766B2 (ja) 時間的に変化する欠陥分類性能の監視のための方法、システムおよびコンピュータ可読媒体
CN102474968B (zh) 预测刻蚀率均匀性以评测校正等离子体腔的方法和装置
CN110419099B (zh) 用于线上部分平均测试及潜在可靠性缺陷检验的方法及系统
JP2012532425A (ja) プラズマ処理システムにおける障害の自動的な検出及び分類、並びにその方法
US6687561B1 (en) Method and apparatus for determining a sampling plan based on defectivity
US7957821B2 (en) Systems and methods for statistical process control
US8180472B2 (en) Control method for semiconductor manufacturing apparatus, control system for semiconductor manufacturing apparatus, and manufacturing method for semiconductor device
US8682058B2 (en) Defect analysis method, apparatus, and recording medium using pattern dependence degree
US6821792B1 (en) Method and apparatus for determining a sampling plan based on process and equipment state information
JP2008177534A (ja) 半導体製造装置の管理方法、および半導体製造装置の管理システム
TWI427487B (zh) 工件抽樣檢驗的方法及其電腦程式產品
TWI647770B (zh) 晶圓的良率判斷方法以及晶圓合格測試的多變量偵測方法
JP5038913B2 (ja) 測定システムに関するツール群マッチング問題及び根本原因問題点の判定
JP2003289025A (ja) 半導体処理装置管理システムおよび半導体処理装置管理方法
WO2025169321A1 (ja) 異常原因分析システム、異常原因分析方法
Erickson et al. Statistical verification of multiple CD-SEM matching
JP2025518605A (ja) 半導体基板ツールの性能管理
CN114860810A (zh) 一种半导体耗材耗用量的监控方法、装置及设备
CN114325346A (zh) 量测机台的测试方法、测试装置及监控系统
Johnson The Expanded Gage R&R Study

Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20190521

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
A201 Request for examination
A302 Request for accelerated examination
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20201015

Comment text: Request for Examination of Application

PA0302 Request for accelerated examination

Patent event date: 20201015

Patent event code: PA03022R01D

Comment text: Request for Accelerated Examination

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

Patent event code: PE07011S01D

Comment text: Decision to Grant Registration

Patent event date: 20210129

GRNT Written decision to grant
PR0701 Registration of establishment

Comment text: Registration of Establishment

Patent event date: 20210429

Patent event code: PR07011E01D

PR1002 Payment of registration fee

Payment date: 20210429

End annual number: 3

Start annual number: 1

PG1601 Publication of registration
PR1001 Payment of annual fee

Payment date: 20240409

Start annual number: 4

End annual number: 4