KR102915461B1 - 기판 프로세싱 시스템들의 모델 기반 제어 - Google Patents

기판 프로세싱 시스템들의 모델 기반 제어

Info

Publication number
KR102915461B1
KR102915461B1 KR1020257003228A KR20257003228A KR102915461B1 KR 102915461 B1 KR102915461 B1 KR 102915461B1 KR 1020257003228 A KR1020257003228 A KR 1020257003228A KR 20257003228 A KR20257003228 A KR 20257003228A KR 102915461 B1 KR102915461 B1 KR 102915461B1
Authority
KR
South Korea
Prior art keywords
plant
parameter
fluid
support assembly
substrate support
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
KR1020257003228A
Other languages
English (en)
Korean (ko)
Other versions
KR20250022890A (ko
Inventor
타오 장
카이 리우
에릭 사무론
Original Assignee
램 리써치 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 램 리써치 코포레이션 filed Critical 램 리써치 코포레이션
Priority to KR1020267001517A priority Critical patent/KR20260022464A/ko
Publication of KR20250022890A publication Critical patent/KR20250022890A/ko
Application granted granted Critical
Publication of KR102915461B1 publication Critical patent/KR102915461B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/06—Apparatus for monitoring, sorting, marking, testing or measuring
    • H10P72/0604—Process monitoring, e.g. flow or thickness monitoring
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/06—Apparatus for monitoring, sorting, marking, testing or measuring
    • H10P72/0612—Production flow monitoring, e.g. for increasing throughput
    • 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
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
    • 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
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric
    • 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—Program-control systems
    • G05B19/02—Program-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]
    • G05B19/41885—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 modeling, simulation of the manufacturing system
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/04—Apparatus for manufacture or treatment
    • H10P72/0402—Apparatus for fluid treatment
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/04—Apparatus for manufacture or treatment
    • H10P72/0431—Apparatus for thermal treatment
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/06—Apparatus for monitoring, sorting, marking, testing or measuring
    • H10P72/0602—Temperature monitoring
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/70—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof for supporting or gripping
    • H10P72/72—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof for supporting or gripping using electrostatic chucks
    • H10P72/722—Details of electrostatic chucks
    • H—ELECTRICITY
    • H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P72/00—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof
    • H10P72/70—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof for supporting or gripping
    • H10P72/76—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof for supporting or gripping using mechanical means, e.g. clamps or pinches
    • H10P72/7604—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof for supporting or gripping using mechanical means, e.g. clamps or pinches the wafers being placed on a susceptor, stage or support
    • H10P72/7624—Handling or holding of wafers, substrates or devices during manufacture or treatment thereof for supporting or gripping using mechanical means, e.g. clamps or pinches the wafers being placed on a susceptor, stage or support characterised by the mechanical construction of the susceptor, stage or support
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/41—Servomotor, servo controller till figures
    • G05B2219/41303—Flow rate valve controls speed
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/45—Nc applications
    • G05B2219/45031—Manufacturing semiconductor wafers
    • 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
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/49—Nc machine tool, till multiple
    • G05B2219/49004—Modeling, making, manufacturing model to control machine, cmm

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Manufacturing & Machinery (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Control Of Temperature (AREA)
  • Feedback Control In General (AREA)
KR1020257003228A 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어 Active KR102915461B1 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020267001517A KR20260022464A (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US16/014,606 US10741429B2 (en) 2018-06-21 2018-06-21 Model-based control of substrate processing systems
US16/014,606 2018-06-21
PCT/US2019/037234 WO2019245908A1 (en) 2018-06-21 2019-06-14 Model-based control of substrate processing systems
KR1020217001795A KR102763350B1 (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
KR1020217001795A Division KR102763350B1 (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어

Related Child Applications (1)

Application Number Title Priority Date Filing Date
KR1020267001517A Division KR20260022464A (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어

Publications (2)

Publication Number Publication Date
KR20250022890A KR20250022890A (ko) 2025-02-17
KR102915461B1 true KR102915461B1 (ko) 2026-01-19

Family

ID=68981660

Family Applications (3)

Application Number Title Priority Date Filing Date
KR1020257003228A Active KR102915461B1 (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어
KR1020217001795A Active KR102763350B1 (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어
KR1020267001517A Pending KR20260022464A (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어

Family Applications After (2)

Application Number Title Priority Date Filing Date
KR1020217001795A Active KR102763350B1 (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어
KR1020267001517A Pending KR20260022464A (ko) 2018-06-21 2019-06-14 기판 프로세싱 시스템들의 모델 기반 제어

Country Status (4)

Country Link
US (1) US10741429B2 (enExample)
JP (1) JP7454509B2 (enExample)
KR (3) KR102915461B1 (enExample)
WO (1) WO2019245908A1 (enExample)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022070310A1 (ja) * 2020-09-30 2022-04-07 株式会社Kokusai Electric 基板処理装置、温度制御プログラム、半導体装置の製造方法及び温度制御方法
US12130606B2 (en) * 2021-12-22 2024-10-29 Applied Materials, Inc. Disturbance compensation for substrate processing recipes
JP7763421B2 (ja) * 2021-12-24 2025-11-04 Ntt株式会社 温度制御装置、温度制御システム及び温度制御方法
KR102952769B1 (ko) 2022-12-07 2026-04-15 삼성전자주식회사 반도체 공정 설비용 온도 제어 시스템 및 온도 제어 방법
US20250117002A1 (en) * 2023-10-04 2025-04-10 Applied Materials, Inc. Precision timing of processing actions in manufacturing systems

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120170639A1 (en) 2011-01-04 2012-07-05 Johnson Controls Technology Company Delay compensation for feedback controllers
KR101367086B1 (ko) 2013-10-17 2014-02-24 (주)테키스트 반도체 제조 설비를 위한 온도제어 시스템
JP2015114677A (ja) 2013-12-09 2015-06-22 株式会社ニコン 駆動システム及び駆動方法、露光装置及び露光方法、並びに防振装置及び防振方法

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5341663A (en) * 1992-04-22 1994-08-30 Aluminum Company Of America Automatic process control and noise suppression
US6299753B1 (en) 1999-09-01 2001-10-09 Applied Materials, Inc. Double pressure vessel chemical dispenser unit
US7376472B2 (en) * 2002-09-11 2008-05-20 Fisher-Rosemount Systems, Inc. Integrated model predictive control and optimization within a process control system
JP2009064814A (ja) 2007-09-04 2009-03-26 Hitachi High-Technologies Corp プラズマ処理装置
JP5173500B2 (ja) * 2008-03-11 2013-04-03 大日本スクリーン製造株式会社 処理液供給装置およびそれを備えた基板処理装置
JP5540586B2 (ja) 2009-07-01 2014-07-02 ソニー株式会社 信号処理回路、agc回路、および記録再生装置
KR20110054837A (ko) 2009-11-18 2011-05-25 삼성전자주식회사 온도제어시스템
DE102010013568A1 (de) 2010-03-30 2011-10-06 Ksb Aktiengesellschaft Entkopplung der Regelgrößen in einem Fluidfördersystem mit Totzeit
JP5604201B2 (ja) 2010-07-15 2014-10-08 株式会社日立メディコ 無駄時間補償装置及びこれを用いたx線ct装置
JP6034231B2 (ja) * 2012-07-25 2016-11-30 株式会社Kelk 半導体製造装置用温度調整装置、半導体製造におけるpid定数演算方法、及び半導体製造装置用温度調整装置の運転方法
US10007255B2 (en) 2014-06-27 2018-06-26 Sunedison Semiconductor Limited (Uen201334164H) Systems and methods for controlling temperatures in an epitaxial reactor
US11837479B2 (en) 2016-05-05 2023-12-05 Applied Materials, Inc. Advanced temperature control for wafer carrier in plasma processing chamber
US10522377B2 (en) 2016-07-01 2019-12-31 Lam Research Corporation System and method for substrate support feed-forward temperature control based on RF power
US20180166300A1 (en) * 2016-12-13 2018-06-14 Lam Research Ag Point-of-use mixing systems and methods for controlling temperatures of liquids dispensed at a substrate
US10121709B2 (en) * 2017-01-24 2018-11-06 Lam Research Corporation Virtual metrology systems and methods for using feedforward critical dimension data to predict other critical dimensions of a wafer
KR102476377B1 (ko) * 2017-09-18 2022-12-12 현대자동차주식회사 전력공급장치의 전압강하보상 제어 시스템 및 방법

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120170639A1 (en) 2011-01-04 2012-07-05 Johnson Controls Technology Company Delay compensation for feedback controllers
KR101367086B1 (ko) 2013-10-17 2014-02-24 (주)테키스트 반도체 제조 설비를 위한 온도제어 시스템
JP2015114677A (ja) 2013-12-09 2015-06-22 株式会社ニコン 駆動システム及び駆動方法、露光装置及び露光方法、並びに防振装置及び防振方法

Also Published As

Publication number Publication date
US20190393059A1 (en) 2019-12-26
US10741429B2 (en) 2020-08-11
KR102763350B1 (ko) 2025-02-04
KR20210014738A (ko) 2021-02-09
WO2019245908A1 (en) 2019-12-26
KR20260022464A (ko) 2026-02-19
KR20250022890A (ko) 2025-02-17
JP7454509B2 (ja) 2024-03-22
JP2021528854A (ja) 2021-10-21

Similar Documents

Publication Publication Date Title
KR102763350B1 (ko) 기판 프로세싱 시스템들의 모델 기반 제어
CN109637947B (zh) 用于使半导体制造设备的用户交互自动化的系统和方法
KR102366393B1 (ko) 기판 프로세싱 시스템들 내에 측정 디바이스를 정렬시키기 위한 시스템들 및 방법들
KR102944324B1 (ko) 멀티-패터닝 프로세스들을 위한 멀티-존 가열된 기판 지지부를 사용한 트리밍 및 증착 프로파일 제어
KR101464936B1 (ko) 플라즈마 프로세싱 장치를 위한 피드포워드 온도 제어
KR102934214B1 (ko) 기판 프로세싱 시스템들에서 불균일성들의 인 시츄 (in situ) 실시간 센싱 및 보상
KR20220034893A (ko) 반도체 제조에서의 다중 구역 가열기 모델 기반 제어
US10971384B2 (en) Auto-calibrated process independent feedforward control for processing substrates
KR102865016B1 (ko) 플라즈마 챔버 내 실시간 온도 제어
TW201812958A (zh) 基於射頻功率之基板支撐件前饋溫度控制系統及方法
KR20090080897A (ko) 온도 제어 기구 및 이를 이용한 처리 장치
KR20200142590A (ko) 듀얼 존 세라믹 페데스탈을 제어하기 위한 전압 및 전류 측정값들의 사용
KR20180106931A (ko) 기판 프로세싱 시스템의 전구체 증기 공급 시스템에서 플로우 모니터링을 위한 시스템들 및 방법들
KR20190100972A (ko) TCE들 (thermal control elements) 을 사용한 ESC 온도 추정을 위한 가상 계측 방법
KR20250168507A (ko) 반도체 제조 프로세스들을 위한 디지털 시뮬레이션
KR102527489B1 (ko) 웨이퍼의 다른 cd (critical dimension) 를 예측하기 위해 피드포워드 cd 데이터를 사용하는 가상 계측 시스템들 및 방법들
KR20260057617A (ko) 기판 프로세싱 시스템에서의 구역이 정해진 기판 지지부의 동적 온도 제어
KR102447087B1 (ko) 액체 전구체 또는 고체 전구체를 가진, 디펙트 감소를 위한 내부적으로 가열된 다공성 필터

Legal Events

Date Code Title Description
A107 Divisional application of patent
PA0104 Divisional application for international application

St.27 status event code: A-0-1-A10-A16-div-PA0104

PG1501 Laying open of application

St.27 status event code: A-1-1-Q10-Q12-nap-PG1501

D22 Grant of ip right intended

Free format text: ST27 STATUS EVENT CODE: A-1-2-D10-D22-EXM-PE0701 (AS PROVIDED BY THE NATIONAL OFFICE)

PE0701 Decision of registration

St.27 status event code: A-1-2-D10-D22-exm-PE0701

P22-X000 Classification modified

St.27 status event code: A-2-2-P10-P22-nap-X000

A16 Divisional, continuation or continuation in part application filed

Free format text: ST27 STATUS EVENT CODE: A-0-1-A10-A16-DIV-PA0104 (AS PROVIDED BY THE NATIONAL OFFICE)

F11 Ip right granted following substantive examination

Free format text: ST27 STATUS EVENT CODE: A-2-4-F10-F11-EXM-PR0701 (AS PROVIDED BY THE NATIONAL OFFICE)

PA0104 Divisional application for international application

St.27 status event code: A-0-1-A10-A16-div-PA0104

PR0701 Registration of establishment

St.27 status event code: A-2-4-F10-F11-exm-PR0701

PR1002 Payment of registration fee

St.27 status event code: A-2-2-U10-U12-oth-PR1002

Fee payment year number: 1

U12 Designation fee paid

Free format text: ST27 STATUS EVENT CODE: A-2-2-U10-U12-OTH-PR1002 (AS PROVIDED BY THE NATIONAL OFFICE)

Year of fee payment: 1

PG1601 Publication of registration

St.27 status event code: A-4-4-Q10-Q13-nap-PG1601

Q13 Ip right document published

Free format text: ST27 STATUS EVENT CODE: A-4-4-Q10-Q13-NAP-PG1601 (AS PROVIDED BY THE NATIONAL OFFICE)