TWI263922B - A process system health index and method of using the same - Google Patents

A process system health index and method of using the same

Info

Publication number
TWI263922B
TWI263922B TW093113065A TW93113065A TWI263922B TW I263922 B TWI263922 B TW I263922B TW 093113065 A TW093113065 A TW 093113065A TW 93113065 A TW93113065 A TW 93113065A TW I263922 B TWI263922 B TW I263922B
Authority
TW
Taiwan
Prior art keywords
data
processing system
control limit
statistical quantity
same
Prior art date
Application number
TW093113065A
Other languages
English (en)
Other versions
TW200426649A (en
Inventor
Hongyu Yue
Hieu A Lam
Original Assignee
Tokyo Electron Ltd
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 Tokyo Electron Ltd filed Critical Tokyo Electron Ltd
Publication of TW200426649A publication Critical patent/TW200426649A/zh
Application granted granted Critical
Publication of TWI263922B publication Critical patent/TWI263922B/zh

Links

Classifications

    • 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
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01JELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J37/00Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
    • H01J37/32Gas-filled discharge tubes
    • H01J37/32917Plasma diagnostics
    • H01J37/3299Feedback systems
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01JELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J37/00Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
    • H01J37/32Gas-filled discharge tubes
    • H01J37/32917Plasma diagnostics
    • H01J37/32935Monitoring and controlling tubes by information coming from the object and/or discharge
    • 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
    • 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
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L2924/00Indexing scheme for arrangements or methods for connecting or disconnecting semiconductor or solid-state bodies as covered by H01L24/00
    • H01L2924/0001Technical content checked by a classifier
    • H01L2924/0002Not covered by any one of groups H01L24/00, H01L24/00 and H01L2224/00

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Power Engineering (AREA)
  • Manufacturing & Machinery (AREA)
  • Computer Hardware Design (AREA)
  • Chemical & Material Sciences (AREA)
  • Plasma & Fusion (AREA)
  • Analytical Chemistry (AREA)
  • General Physics & Mathematics (AREA)
  • Condensed Matter Physics & Semiconductors (AREA)
  • Drying Of Semiconductors (AREA)
  • General Factory Administration (AREA)
  • Testing And Monitoring For Control Systems (AREA)
TW093113065A 2003-05-16 2004-05-10 A process system health index and method of using the same TWI263922B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US47090103P 2003-05-16 2003-05-16

Publications (2)

Publication Number Publication Date
TW200426649A TW200426649A (en) 2004-12-01
TWI263922B true TWI263922B (en) 2006-10-11

Family

ID=33476764

Family Applications (1)

Application Number Title Priority Date Filing Date
TW093113065A TWI263922B (en) 2003-05-16 2004-05-10 A process system health index and method of using the same

Country Status (7)

Country Link
US (1) US7713760B2 (zh)
EP (1) EP1639632B1 (zh)
JP (1) JP4468366B2 (zh)
KR (1) KR100976648B1 (zh)
CN (1) CN100419983C (zh)
TW (1) TWI263922B (zh)
WO (1) WO2004105101A2 (zh)

Families Citing this family (41)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7328126B2 (en) * 2003-09-12 2008-02-05 Tokyo Electron Limited Method and system of diagnosing a processing system using adaptive multivariate analysis
US20050278703A1 (en) * 2004-06-15 2005-12-15 K5 Systems Inc. Method for using statistical analysis to monitor and analyze performance of new network infrastructure or software applications for deployment thereof
US8676538B2 (en) * 2004-11-02 2014-03-18 Advanced Micro Devices, Inc. Adjusting weighting of a parameter relating to fault detection based on a detected fault
WO2006116700A2 (en) 2005-04-28 2006-11-02 Bruce Reiner Method and apparatus for automated quality assurance in medical imaging
US7625824B2 (en) * 2005-06-16 2009-12-01 Oerlikon Usa, Inc. Process change detection through the use of evolutionary algorithms
US20080010531A1 (en) * 2006-06-12 2008-01-10 Mks Instruments, Inc. Classifying faults associated with a manufacturing process
WO2008137544A1 (en) 2007-05-02 2008-11-13 Mks Instruments, Inc. Automated model building and model updating
KR100885187B1 (ko) 2007-05-10 2009-02-23 삼성전자주식회사 플라즈마 챔버의 상태를 모니터링하는 방법 및 시스템
DE102008021558A1 (de) * 2008-04-30 2009-11-12 Advanced Micro Devices, Inc., Sunnyvale Verfahren und System für die Halbleiterprozesssteuerung und Überwachung unter Verwendung von PCA-Modellen mit reduzierter Grösse
US8849585B2 (en) * 2008-06-26 2014-09-30 Lam Research Corporation Methods for automatically characterizing a plasma
US8494798B2 (en) * 2008-09-02 2013-07-23 Mks Instruments, Inc. Automated model building and batch model building for a manufacturing process, process monitoring, and fault detection
US9069345B2 (en) * 2009-01-23 2015-06-30 Mks Instruments, Inc. Controlling a manufacturing process with a multivariate model
US8674844B2 (en) * 2009-03-19 2014-03-18 Applied Materials, Inc. Detecting plasma chamber malfunction
JP5397215B2 (ja) * 2009-12-25 2014-01-22 ソニー株式会社 半導体製造装置、半導体装置の製造方法、シミュレーション装置及びシミュレーションプログラム
US8855804B2 (en) 2010-11-16 2014-10-07 Mks Instruments, Inc. Controlling a discrete-type manufacturing process with a multivariate model
KR101290287B1 (ko) * 2010-11-26 2013-07-26 구흥섭 대표값 산출 장치 및 방법
US9197196B2 (en) 2012-02-22 2015-11-24 Lam Research Corporation State-based adjustment of power and frequency
US10157729B2 (en) 2012-02-22 2018-12-18 Lam Research Corporation Soft pulsing
US9462672B2 (en) 2012-02-22 2016-10-04 Lam Research Corporation Adjustment of power and frequency based on three or more states
US9114666B2 (en) 2012-02-22 2015-08-25 Lam Research Corporation Methods and apparatus for controlling plasma in a plasma processing system
US10128090B2 (en) 2012-02-22 2018-11-13 Lam Research Corporation RF impedance model based fault detection
US9842725B2 (en) 2013-01-31 2017-12-12 Lam Research Corporation Using modeling to determine ion energy associated with a plasma system
US10289108B2 (en) * 2012-03-15 2019-05-14 General Electric Company Methods and apparatus for monitoring operation of a system asset
US9541471B2 (en) 2012-04-06 2017-01-10 Mks Instruments, Inc. Multivariate prediction of a batch manufacturing process
US9429939B2 (en) 2012-04-06 2016-08-30 Mks Instruments, Inc. Multivariate monitoring of a batch manufacturing process
KR20140001504A (ko) 2012-06-27 2014-01-07 엘지이노텍 주식회사 터치 패널의 전극 기판 및 그 제조 방법
US10950421B2 (en) * 2014-04-21 2021-03-16 Lam Research Corporation Using modeling for identifying a location of a fault in an RF transmission system for a plasma system
KR101522385B1 (ko) * 2014-05-02 2015-05-26 연세대학교 산학협력단 반도체 제조 공정에서의 이상 감지 방법, 장치 및 기록매체
US10838583B2 (en) 2016-05-17 2020-11-17 General Electric Company Systems and methods for prioritizing and monitoring device status in a condition monitoring software application
US10606253B2 (en) * 2017-02-08 2020-03-31 United Microelectronics Corp. Method of monitoring processing system for processing substrate
US10003018B1 (en) * 2017-05-08 2018-06-19 Tokyo Electron Limited Vertical multi-batch magnetic annealing systems for reduced footprint manufacturing environments
US10224187B1 (en) * 2018-02-06 2019-03-05 Lam Research Corporation Detecting partial unclamping of a substrate from an ESC of a substrate processing system
RU2686257C1 (ru) * 2018-04-27 2019-04-24 Ационерное общество "РОТЕК" (АО "РОТЕК") Способ и система удалённой идентификации и прогнозирования развития зарождающихся дефектов объектов
US10770257B2 (en) * 2018-07-20 2020-09-08 Asm Ip Holding B.V. Substrate processing method
JP6990634B2 (ja) 2018-08-21 2022-02-03 株式会社日立ハイテク 状態予測装置及び半導体製造装置
KR102252529B1 (ko) * 2019-11-22 2021-05-17 세메스 주식회사 반도체 제조 설비 점검을 위한 기준값 결정 장치 및 방법
US11269003B2 (en) * 2020-02-11 2022-03-08 Nanya Technology Corporation System and method for monitoring semiconductor manufacturing equipment via analysis unit
US12033838B2 (en) * 2020-03-24 2024-07-09 Tokyo Electron Limited Plasma processing apparatus and wear amount measurement method
CN112326622A (zh) * 2020-05-30 2021-02-05 北京化工大学 一种基于simca-svdd的细菌拉曼光谱识别分类方法
CN113190797B (zh) * 2021-04-18 2024-07-16 南京医工交叉创新研究院有限公司 一种基于在线滚动判别特征分析的pta装置粗差判别方法
US20230350438A1 (en) * 2022-04-29 2023-11-02 Semes Co., Ltd. Process measurement apparatus and method

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS61253573A (ja) 1985-05-02 1986-11-11 Hitachi Ltd 工程デ−タ選択法及び装置
US5442562A (en) 1993-12-10 1995-08-15 Eastman Kodak Company Method of controlling a manufacturing process using multivariate analysis
GB2303720B (en) * 1995-07-25 2000-03-08 Kodak Ltd Reject Analysis
US5825482A (en) * 1995-09-29 1998-10-20 Kla-Tencor Corporation Surface inspection system with misregistration error correction and adaptive illumination
US5658423A (en) * 1995-11-27 1997-08-19 International Business Machines Corporation Monitoring and controlling plasma processes via optical emission using principal component analysis
US6153115A (en) * 1997-10-23 2000-11-28 Massachusetts Institute Of Technology Monitor of plasma processes with multivariate statistical analysis of plasma emission spectra
EP1021263B1 (en) * 1998-07-21 2004-11-03 Dofasco Inc. Multivariate statistical model-based system for monitoring the operation of a continuous caster and detecting the onset of impending breakouts
FR2783620B1 (fr) * 1998-09-22 2002-03-29 De Micheaux Daniel Lafaye Procede et systeme multidimensionnel de maitrise statistique des processus
SE9804127D0 (sv) 1998-11-27 1998-11-27 Astra Ab New method
US6369754B1 (en) * 1999-04-02 2002-04-09 Qualcomm Inc. Fine positioning of a user terminal in a satellite communication system
US6368975B1 (en) * 1999-07-07 2002-04-09 Applied Materials, Inc. Method and apparatus for monitoring a process by employing principal component analysis
US6368883B1 (en) * 1999-08-10 2002-04-09 Advanced Micro Devices, Inc. Method for identifying and controlling impact of ambient conditions on photolithography processes
US6405096B1 (en) * 1999-08-10 2002-06-11 Advanced Micro Devices, Inc. Method and apparatus for run-to-run controlling of overlay registration
CA2402280C (en) 2000-03-10 2008-12-02 Cyrano Sciences, Inc. Control for an industrial process using one or more multidimensional variables
US6442496B1 (en) * 2000-08-08 2002-08-27 Advanced Micro Devices, Inc. Method and apparatus for dynamic sampling of a production line
AU2001288856A1 (en) * 2000-09-15 2002-03-26 Advanced Micro Devices Inc. Adaptive sampling method for improved control in semiconductor manufacturing
JP4154116B2 (ja) * 2000-09-28 2008-09-24 富士通株式会社 色変換テーブル作成方法および色変換テーブル作成装置並びに色変換テーブル作成プログラムを記録したコンピュータ読取可能な記録媒体
US6789052B1 (en) * 2000-10-24 2004-09-07 Advanced Micro Devices, Inc. Method of using control models for data compression
AU2002305084A1 (en) * 2001-03-23 2002-10-08 Tokyo Electron Limited Method and apparatus for endpoint detection using partial least squares
EP1384073A2 (en) 2001-04-23 2004-01-28 Metabometrix Limited Methods for analysis of spectral data and their applications: osteoporosis
JP3732768B2 (ja) 2001-08-28 2006-01-11 株式会社日立製作所 半導体処理装置
AU2003235901A1 (en) * 2002-05-16 2003-12-02 Tokyo Electron Limited Method of predicting processing device condition or processed result
WO2004003671A1 (en) * 2002-06-28 2004-01-08 Umetrics Ab Method and device for monitoring and fault detection in industrial processes

Also Published As

Publication number Publication date
EP1639632A4 (en) 2011-03-09
WO2004105101A3 (en) 2005-01-27
WO2004105101A2 (en) 2004-12-02
KR20060009359A (ko) 2006-01-31
JP4468366B2 (ja) 2010-05-26
CN1820362A (zh) 2006-08-16
KR100976648B1 (ko) 2010-08-18
EP1639632B1 (en) 2017-06-07
CN100419983C (zh) 2008-09-17
US20040259276A1 (en) 2004-12-23
JP2007502026A (ja) 2007-02-01
EP1639632A2 (en) 2006-03-29
TW200426649A (en) 2004-12-01
US7713760B2 (en) 2010-05-11

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