JP6941169B2 - 全測定不確かさの定量化および低減 - Google Patents

全測定不確かさの定量化および低減 Download PDF

Info

Publication number
JP6941169B2
JP6941169B2 JP2019521014A JP2019521014A JP6941169B2 JP 6941169 B2 JP6941169 B2 JP 6941169B2 JP 2019521014 A JP2019521014 A JP 2019521014A JP 2019521014 A JP2019521014 A JP 2019521014A JP 6941169 B2 JP6941169 B2 JP 6941169B2
Authority
JP
Japan
Prior art keywords
tmu
measurement
manufacturing
tools
inspection
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
JP2019521014A
Other languages
English (en)
Japanese (ja)
Other versions
JP2019537788A (ja
JP2019537788A5 (enExample
Inventor
カレン ビアジーニ
カレン ビアジーニ
ブライアント マンティプリー
ブライアント マンティプリー
ラオ ラビチャンダー ジャヤンタ
ラオ ラビチャンダー ジャヤンタ
ゲイリー ターン
ゲイリー ターン
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
KLA Corp
Original Assignee
KLA Corp
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 KLA Corp filed Critical KLA Corp
Publication of JP2019537788A publication Critical patent/JP2019537788A/ja
Publication of JP2019537788A5 publication Critical patent/JP2019537788A5/ja
Application granted granted Critical
Publication of JP6941169B2 publication Critical patent/JP6941169B2/ja
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]
    • G05B19/41875Total 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]
    • G05B19/4184Total 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]
    • G05B19/4183Total 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)
  • Quality & Reliability (AREA)
  • General Engineering & Computer Science (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)
JP2019521014A 2016-10-21 2017-10-19 全測定不確かさの定量化および低減 Active JP6941169B2 (ja)

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 (3)

Publication Number Publication Date
JP2019537788A JP2019537788A (ja) 2019-12-26
JP2019537788A5 JP2019537788A5 (enExample) 2020-11-19
JP6941169B2 true JP6941169B2 (ja) 2021-09-29

Family

ID=61970306

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2019521014A Active JP6941169B2 (ja) 2016-10-21 2017-10-19 全測定不確かさの定量化および低減

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
CN109844664B (zh) 2020-11-10
KR102248777B1 (ko) 2021-05-04
DE112017005308T5 (de) 2019-08-08
US20180113441A1 (en) 2018-04-26
KR20190059329A (ko) 2019-05-30

Similar Documents

Publication Publication Date Title
JP6941169B2 (ja) 全測定不確かさの定量化および低減
US10360671B2 (en) Tool health monitoring and matching
JP6978541B2 (ja) 動的外れ値偏り低減のコンピュータ実装方法、コンピュータシステム及びコンピュータ装置
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
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
US20060106469A1 (en) Systems and methods for statistical process control
KR20230159527A (ko) 재료에 대한 공유 데이터 유도 품질 제어 시스템
JP2009076772A (ja) 工程監視方法
JP5751333B2 (ja) 管理装置、管理方法、プログラムおよび記録媒体
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
Celano et al. On‐line monitoring of extreme values of geometric profiles in finite horizon processes
JP2024535984A (ja) 多次元動的部品平均テストのためのシステム及び方法
US20250210386A1 (en) Method and Apparatus for Calculating and Monitoring an Anomaly Score in Semiconductor Production
CN114764550A (zh) 失效检测与分类模型的运作方法与运作装置
CN120180162B (zh) 一种制药生产线状态监测方法及系统
CN109358589B (zh) 可量化光学特性管控方法、装置及可读存储介质
CN114325346A (zh) 量测机台的测试方法、测试装置及监控系统
Sun et al. Bayesian Lifetime Regression with Multi-type Group-shared Latent Heterogeneity
Esfandiarpour et al. Repeatability and Reproducibility Study of an Articulated Arm Coordinate Measuring Machine
Andrejiová et al. THE OPEN SOURCE SOFTWARE" R" IN THE STATISTICAL QUALITY CONTROL
Lyu et al. A bivariate attribute measurement model for six sigma project
Lyu et al. On evaluating the measurement capability of high-quality processes

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20201005

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20201005

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20201005

A975 Report on accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A971005

Effective date: 20201104

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20201110

A601 Written request for extension of time

Free format text: JAPANESE INTERMEDIATE CODE: A601

Effective date: 20210210

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210408

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20210511

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210803

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20210824

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20210903

R150 Certificate of patent or registration of utility model

Ref document number: 6941169

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250