TWI772325B - 電漿處理狀態的控制方法與系統 - Google Patents

電漿處理狀態的控制方法與系統 Download PDF

Info

Publication number
TWI772325B
TWI772325B TW106131104A TW106131104A TWI772325B TW I772325 B TWI772325 B TW I772325B TW 106131104 A TW106131104 A TW 106131104A TW 106131104 A TW106131104 A TW 106131104A TW I772325 B TWI772325 B TW I772325B
Authority
TW
Taiwan
Prior art keywords
complex
processing
plasma reactor
plasma
reactor
Prior art date
Application number
TW106131104A
Other languages
English (en)
Chinese (zh)
Other versions
TW201826318A (zh
Inventor
喬伊迪普 古哈
約翰 達芬提
瓦西德 瓦海地
理查 亞倫 古思喬
Original Assignee
美商蘭姆研究公司
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 美商蘭姆研究公司 filed Critical 美商蘭姆研究公司
Publication of TW201826318A publication Critical patent/TW201826318A/zh
Application granted granted Critical
Publication of TWI772325B publication Critical patent/TWI772325B/zh

Links

Images

Classifications

    • 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
    • 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
    • H01J37/32009Arrangements for generation of plasma specially adapted for examination or treatment of objects, e.g. plasma sources
    • H01J37/32082Radio frequency generated discharge
    • 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
    • H01J37/32926Software, data control or modelling
    • 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
    • H01J37/32972Spectral analysis
    • 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
    • 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
    • H10P50/00Etching of wafers, substrates or parts of devices
    • H10P50/20Dry etching; Plasma etching; Reactive-ion etching
    • H10P50/24Dry etching; Plasma etching; Reactive-ion etching of semiconductor materials
    • H10P50/242Dry etching; Plasma etching; Reactive-ion etching of semiconductor materials of Group IV materials
    • 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
    • H10P72/04Apparatus for manufacture or treatment
    • H10P72/0402Apparatus for fluid treatment
    • H10P72/0418Apparatus for fluid treatment for etching
    • H10P72/0421Apparatus for fluid treatment for etching for drying etching
    • 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
    • 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
    • H10P72/0602Temperature 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
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B81MICROSTRUCTURAL TECHNOLOGY
    • B81CPROCESSES OR APPARATUS SPECIALLY ADAPTED FOR THE MANUFACTURE OR TREATMENT OF MICROSTRUCTURAL DEVICES OR SYSTEMS
    • B81C2201/00Manufacture or treatment of microstructural devices or systems
    • B81C2201/01Manufacture or treatment of microstructural devices or systems in or on a substrate
    • B81C2201/0101Shaping material; Structuring the bulk substrate or layers on the substrate; Film patterning
    • B81C2201/0128Processes for removing material
    • B81C2201/013Etching
    • B81C2201/0135Controlling etch progression
    • B81C2201/0138Monitoring physical parameters in the etching chamber, e.g. pressure, temperature or gas composition
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01JELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J2237/00Discharge tubes exposing object to beam, e.g. for analysis treatment, etching, imaging
    • H01J2237/32Processing objects by plasma generation
    • H01J2237/33Processing objects by plasma generation characterised by the type of processing
    • H01J2237/334Etching

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Plasma & Fusion (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Drying Of Semiconductors (AREA)
  • Plasma Technology (AREA)
  • Chemical Vapour Deposition (AREA)
TW106131104A 2016-09-16 2017-09-12 電漿處理狀態的控制方法與系統 TWI772325B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/268,472 US9972478B2 (en) 2016-09-16 2016-09-16 Method and process of implementing machine learning in complex multivariate wafer processing equipment
US15/268,472 2016-09-16

Publications (2)

Publication Number Publication Date
TW201826318A TW201826318A (zh) 2018-07-16
TWI772325B true TWI772325B (zh) 2022-08-01

Family

ID=61620100

Family Applications (1)

Application Number Title Priority Date Filing Date
TW106131104A TWI772325B (zh) 2016-09-16 2017-09-12 電漿處理狀態的控制方法與系統

Country Status (7)

Country Link
US (2) US9972478B2 (https=)
EP (1) EP3512977B1 (https=)
JP (1) JP7045368B2 (https=)
KR (1) KR102467120B1 (https=)
CN (1) CN109715848B (https=)
TW (1) TWI772325B (https=)
WO (1) WO2018052698A1 (https=)

Families Citing this family (93)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2484262B (en) 2010-09-29 2013-08-21 Tristel Plc Hand sanitizer
KR20190038070A (ko) * 2017-09-29 2019-04-08 삼성전자주식회사 반도체 장치의 제조 시스템 및 반도체 장치의 제조 방법
DE102017130551A1 (de) * 2017-12-19 2019-06-19 Aixtron Se Vorrichtung und Verfahren zur Gewinnnung von Informationen über in einem CVD-Verfahren abgeschiedener Schichten
WO2019130159A1 (ja) * 2017-12-27 2019-07-04 株式会社半導体エネルギー研究所 薄膜製造装置、およびニューラルネットワークを用いた薄膜製造装置
US11029359B2 (en) * 2018-03-09 2021-06-08 Pdf Solutions, Inc. Failure detection and classsification using sensor data and/or measurement data
KR102813170B1 (ko) 2018-03-13 2025-05-28 어플라이드 머티어리얼스, 인코포레이티드 반도체 처리의 모니터링을 위한 기계 학습 시스템들
JP7090243B2 (ja) 2018-05-08 2022-06-24 千代田化工建設株式会社 プラント運転条件設定支援システム、学習装置、及び運転条件設定支援装置
US10896833B2 (en) * 2018-05-09 2021-01-19 Applied Materials, Inc. Methods and apparatus for detecting an endpoint of a seasoning process
US10916411B2 (en) 2018-08-13 2021-02-09 Tokyo Electron Limited Sensor-to-sensor matching methods for chamber matching
JP7113507B2 (ja) * 2018-09-29 2022-08-05 株式会社フジキン 活性ガス供給システムとそれを用いた半導体製造装置
US10657214B2 (en) 2018-10-09 2020-05-19 Applied Materials, Inc. Predictive spatial digital design of experiment for advanced semiconductor process optimization and control
US10930531B2 (en) 2018-10-09 2021-02-23 Applied Materials, Inc. Adaptive control of wafer-to-wafer variability in device performance in advanced semiconductor processes
US10705514B2 (en) 2018-10-09 2020-07-07 Applied Materials, Inc. Adaptive chamber matching in advanced semiconductor process control
KR102833948B1 (ko) 2018-11-22 2025-07-15 삼성전자주식회사 기판 처리 장치, 기판 처리 방법 및 이를 이용한 반도체 소자의 제조 방법
US11133204B2 (en) * 2019-01-29 2021-09-28 Applied Materials, Inc. Chamber matching with neural networks in semiconductor equipment tools
EP3796369B1 (en) * 2019-02-12 2024-03-27 SPP Technologies Co., Ltd. Method for detecting abnormal lifting and lowering of substrate
US20200266037A1 (en) * 2019-02-14 2020-08-20 Advanced Energy Industries, Inc. Maintenance for remote plasma sources
CN113454767B (zh) * 2019-02-14 2025-03-07 朗姆研究公司 用于支持衬底制造系统的数据分析和机器学习的数据捕获与转换
EP3938853A4 (en) * 2019-03-15 2022-12-28 3M Innovative Properties Company POLISHING SEMICONDUCTOR WAFER USING CAUSAL MODELS
DE102019107295A1 (de) * 2019-03-21 2020-09-24 Aixtron Se Verfahren zur Erfassung eines Zustandes eines CVD-Reaktors unter Produktionsbedingungen
TWI838493B (zh) * 2019-03-25 2024-04-11 日商亞多納富有限公司 氣體分析裝置
JP6737944B1 (ja) * 2019-07-16 2020-08-12 株式会社神戸製鋼所 機械学習方法、機械学習装置、機械学習プログラム、通信方法、及び成膜装置
US11966203B2 (en) 2019-08-21 2024-04-23 Kla Corporation System and method to adjust a kinetics model of surface reactions during plasma processing
US12424470B2 (en) * 2019-09-25 2025-09-23 Lam Research Corporation Systems and methods for autonomous process control and optimization of semiconductor equipment using light interferometry and reflectometry
JP7442305B2 (ja) * 2019-11-26 2024-03-04 東京エレクトロン株式会社 制御システム、制御方法、制御プログラム、および処理システム
CN115023798A (zh) 2020-01-27 2022-09-06 朗姆研究公司 半导体制造工艺的性能预测器
US11708635B2 (en) 2020-06-12 2023-07-25 Applied Materials, Inc. Processing chamber condition and process state monitoring using optical reflector attached to processing chamber liner
US12009191B2 (en) 2020-06-12 2024-06-11 Applied Materials, Inc. Thin film, in-situ measurement through transparent crystal and transparent substrate within processing chamber wall
US11776900B2 (en) * 2020-06-22 2023-10-03 Taiwan Semiconductor Manufacturing Co., Ltd. Semiconductor device with contact structure
CN111882030B (zh) * 2020-06-29 2023-12-05 武汉钢铁有限公司 一种基于深度强化学习的加锭策略方法
IT202000015619A1 (it) * 2020-06-29 2021-12-29 Milano Politecnico Metodo implementato mediante computer per la generazione di un modello matematico a complessita’ computazionale ridotta
US11749543B2 (en) * 2020-07-06 2023-09-05 Applied Materials, Inc. Chamber matching and calibration
GB202010471D0 (en) * 2020-07-08 2020-08-19 Univ Exeter Control of processing equipment
US11791141B2 (en) 2020-07-29 2023-10-17 Taiwan Semiconductor Manufacturing Co., Ltd. System and method for residual gas analysis
US11586794B2 (en) * 2020-07-30 2023-02-21 Applied Materials, Inc. Semiconductor processing tools with improved performance by use of hybrid learning models
WO2022035708A1 (en) * 2020-08-12 2022-02-17 Applied Materials, Inc. Tool drift compensation with machine learning
US20220084794A1 (en) * 2020-09-16 2022-03-17 Applied Materials, Inc. Plasma chamber with a multiphase rotating modulated cross-flow
US12112107B2 (en) 2020-09-18 2024-10-08 Tokyo Electron Limited Virtual metrology for wafer result prediction
US11735447B2 (en) * 2020-10-20 2023-08-22 Applied Materials, Inc. Enhanced process and hardware architecture to detect and correct realtime product substrates
US12020399B2 (en) 2020-11-16 2024-06-25 Xerox Corporation System and method for multi-object micro-assembly control with the aid of a digital computer
US12237158B2 (en) * 2020-11-24 2025-02-25 Applied Materials, Inc. Etch feedback for control of upstream process
US11893327B2 (en) 2020-12-14 2024-02-06 Xerox Corporation System and method for machine-learning enabled micro-assembly control with the aid of a digital computer
US11921488B2 (en) * 2020-12-15 2024-03-05 Xerox Corporation System and method for machine-learning-enabled micro-object density distribution control with the aid of a digital computer
US12250503B2 (en) * 2020-12-24 2025-03-11 Applied Materials Israel Ltd. Prediction of electrical properties of a semiconductor specimen
US11709477B2 (en) 2021-01-06 2023-07-25 Applied Materials, Inc. Autonomous substrate processing system
US12568791B2 (en) 2021-03-03 2026-03-03 Applied Materials, Inc. Controlling concentration profiles for deposited films using machine learning
US11532525B2 (en) 2021-03-03 2022-12-20 Applied Materials, Inc. Controlling concentration profiles for deposited films using machine learning
US20220284342A1 (en) * 2021-03-04 2022-09-08 Applied Materials, Inc. Systems and methods for process chamber health monitoring and diagnostics using virtual model
KR102252144B1 (ko) * 2021-03-31 2021-05-17 (주)알티엠 플라즈마의 동작을 확인하는 전자 장치 및 그 동작 방법
JP7648302B2 (ja) * 2021-04-26 2025-03-18 東京エレクトロン株式会社 情報処理システム、温度制御方法及び熱処理装置
US11586160B2 (en) 2021-06-28 2023-02-21 Applied Materials, Inc. Reducing substrate surface scratching using machine learning
KR20230008543A (ko) * 2021-07-07 2023-01-16 삼성전자주식회사 반도체 공정 모델링 시스템 및 방법
US11669079B2 (en) * 2021-07-12 2023-06-06 Tokyo Electron Limited Tool health monitoring and classifications with virtual metrology and incoming wafer monitoring enhancements
JP7698502B2 (ja) * 2021-07-29 2025-06-25 株式会社Screenホールディングス 基板処理方法及び基板処理装置
US20230057145A1 (en) * 2021-08-23 2023-02-23 Applied Materials, Inc. Plasma chamber with a multiphase rotating cross-flow with uniformity tuning
US12061458B2 (en) 2021-08-27 2024-08-13 Applied Materials, Inc. Systems and methods for adaptive troubleshooting of semiconductor manufacturing equipment
US12031910B2 (en) 2021-09-15 2024-07-09 Applied Materials, Inc. Transmission corrected plasma emission using in-situ optical reflectometry
US12131105B2 (en) * 2021-09-15 2024-10-29 Applied Materials, Inc. Virtual measurement of conditions proximate to a substrate with physics-informed compressed sensing
JP7652491B2 (ja) * 2021-10-11 2025-03-27 東京エレクトロン株式会社 基板処理システム、情報処理装置、情報処理方法及び情報処理プログラム
CN114091848B (zh) * 2021-11-04 2025-04-11 北京北方华创微电子装备有限公司 半导体工艺配方自动获取方法、系统及半导体工艺设备
US20230162950A1 (en) * 2021-11-22 2023-05-25 Applied Materials, Inc. Plasma chamber with a multiphase rotating gas cross-flow and peripheral conductance control rings
US12106984B2 (en) 2021-11-23 2024-10-01 Applied Materials, Inc. Accelerating preventative maintenance recovery and recipe optimizing using machine-learning based algorithm
US12400845B2 (en) 2021-11-29 2025-08-26 Applied Materials, Inc. Ion energy control on electrodes in a plasma reactor
KR20230089877A (ko) * 2021-12-14 2023-06-21 삼성전자주식회사 플라즈마 제어 장치 및 플라즈마 처리 시스템
US12517479B2 (en) * 2021-12-21 2026-01-06 Applied Materials, Inc. Manufacturing equipment parts quality management system
US12147212B2 (en) * 2021-12-21 2024-11-19 Applied Materials, Inc. Diagnostic methods for substrate manufacturing chambers using physics-based models
US12585232B2 (en) * 2021-12-21 2026-03-24 Applied Materials, Inc. Substrate support characterization to build a digital twin
US20230222264A1 (en) * 2022-01-07 2023-07-13 Applied Materials, Inc. Processing chamber calibration
US12191126B2 (en) * 2022-02-15 2025-01-07 Applied Materials, Inc. Process control knob estimation
JP7750775B2 (ja) * 2022-03-02 2025-10-07 株式会社Screenホールディングス 制御支援装置および制御支援方法
US12469686B2 (en) * 2022-03-16 2025-11-11 Applied Materials, Inc. Process characterization and correction using optical wall process sensor (OWPS)
US12467136B2 (en) * 2022-03-16 2025-11-11 Applied Materials, Inc. Process characterization and correction using optical wall process sensor (OWPS)
US12032355B2 (en) * 2022-03-31 2024-07-09 Tokyo Electron Limited Virtual metrology model based seasoning optimization
KR102852817B1 (ko) * 2022-04-25 2025-08-29 탁준배 서방형 이산화염소 가스 발생 키트 및 방법
US12105504B2 (en) 2022-04-27 2024-10-01 Applied Materials, Inc. Run-to-run control at a manufacturing system using machine learning
USD1031743S1 (en) 2022-05-06 2024-06-18 Applied Materials, Inc. Portion of a display panel with a graphical user interface
US12386342B2 (en) * 2022-05-11 2025-08-12 Applied Materials, Inc. Holistic analysis of multidimensional sensor data for substrate processing equipment
US20250315027A1 (en) * 2022-05-13 2025-10-09 Lam Research Corporation Virtual semiconductor fab environment
KR20250028381A (ko) 2022-07-01 2025-02-28 도쿄엘렉트론가부시키가이샤 기판 처리 장치의 제어 방법 및 기판 처리 시스템
TW202406412A (zh) * 2022-07-15 2024-02-01 日商東京威力科創股份有限公司 電漿處理系統、支援裝置、支援方法及支援程式
JP2025531746A (ja) * 2022-09-08 2025-09-25 ラム リサーチ コーポレーション 半導体機器の状態のマルチセンサ判定
KR20240047842A (ko) * 2022-10-05 2024-04-12 서울대학교산학협력단 기계학습이 적용된 자동화된 박막 증착 시스템 및 박막 증착 방법
US12610772B2 (en) 2022-10-07 2026-04-21 Samsung Electronics Co., Ltd. Substrate processing apparatus, substrate processing method and method of fabricating semiconductor device
US12062584B1 (en) * 2022-10-28 2024-08-13 Kepler Computing Inc. Iterative method of multilayer stack development for device applications
US12498705B2 (en) 2022-11-28 2025-12-16 Applied Materials, Inc. Chamber matching by equipment constant updates
US12504726B2 (en) 2022-11-28 2025-12-23 Applied Materials, Inc. Determining equipment constant updates by machine learning
US12560916B2 (en) * 2022-11-28 2026-02-24 Applied Materials, Inc. Adjusting chamber performance by equipment constant updates
TW202445718A (zh) * 2022-12-30 2024-11-16 美商蘭姆研究公司 自動化配方健康狀態最佳化
US20240339309A1 (en) * 2023-04-10 2024-10-10 Tokyo Electron Limited Advanced OES Characterization
US20250038053A1 (en) * 2023-07-28 2025-01-30 Applied Materials, Inc. Growth chamber smart seasoning
WO2025085206A1 (en) * 2023-10-18 2025-04-24 Lam Research Corporation Correction of deposition process drift
KR102925178B1 (ko) * 2024-08-02 2026-02-06 삼성전자주식회사 여기 공급 모듈 및 이를 포함하는 기판 처리 장치
CN120082964B (zh) * 2025-05-06 2025-07-22 哈尔滨工业大学 一种金刚石单晶异质外延生长智能偏压调控方法及其系统

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030201162A1 (en) * 2000-03-30 2003-10-30 Lianjun Liu Optical monitoring and control system and method for plasma reactors
CN1947215A (zh) * 2004-04-02 2007-04-11 应用材料股份有限公司 控制等离子制程系统中的制程条件的方法和系统
TW201312622A (zh) * 2011-07-28 2013-03-16 Advanced Energy Ind Inc 用於先進電漿離子能量處理系統的晶圓夾持系統
US20130157387A1 (en) * 2011-12-16 2013-06-20 Taiwan Semiconductor Manufacturing Co., Ltd. Multi-zone EPD Detectors
TW201345321A (zh) * 2012-03-19 2013-11-01 蘭姆研究公司 用以校正電漿處理系統中之非均勻性的方法及設備
US20160148850A1 (en) * 2014-11-25 2016-05-26 Stream Mosaic, Inc. Process control techniques for semiconductor manufacturing processes

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1999014394A1 (en) * 1997-09-17 1999-03-25 Tokyo Electron Limited Device and method for detecting and preventing arcing in rf plasma systems
US6700090B2 (en) * 2002-04-26 2004-03-02 Hitachi High-Technologies Corporation Plasma processing method and plasma processing apparatus
KR100963519B1 (ko) * 2003-07-11 2010-06-15 주성엔지니어링(주) 높은 플라즈마 균일도를 가지는 유도성 결합 플라즈마발생장치 및 이를 이용한 플라즈마 균일도 제어 방법
KR100655445B1 (ko) * 2005-10-04 2006-12-08 삼성전자주식회사 플라즈마 처리 장치 및 방법, 그리고 반도체 제조 설비
US8992725B2 (en) 2006-08-28 2015-03-31 Mattson Technology, Inc. Plasma reactor with inductie excitation of plasma and efficient removal of heat from the excitation coil
JP2011525682A (ja) * 2008-05-14 2011-09-22 アプライド マテリアルズ インコーポレイテッド Rf電力供給のための時間分解チューニングスキームを利用したパルス化プラズマ処理の方法及び装置
US8103492B2 (en) 2008-09-05 2012-01-24 Tokyo Electron Limited Plasma fluid modeling with transient to stochastic transformation
WO2011002811A2 (en) * 2009-06-30 2011-01-06 Lam Research Corporation Arrangement for identifying uncontrolled events at the process module level and methods thereof
US8983631B2 (en) * 2009-06-30 2015-03-17 Lam Research Corporation Arrangement for identifying uncontrolled events at the process module level and methods thereof
US8932429B2 (en) 2012-02-23 2015-01-13 Lam Research Corporation Electronic knob for tuning radial etch non-uniformity at VHF frequencies
JP6318027B2 (ja) * 2014-06-27 2018-04-25 株式会社日立ハイテクノロジーズ プラズマ処理装置

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030201162A1 (en) * 2000-03-30 2003-10-30 Lianjun Liu Optical monitoring and control system and method for plasma reactors
CN1947215A (zh) * 2004-04-02 2007-04-11 应用材料股份有限公司 控制等离子制程系统中的制程条件的方法和系统
TW201312622A (zh) * 2011-07-28 2013-03-16 Advanced Energy Ind Inc 用於先進電漿離子能量處理系統的晶圓夾持系統
US20130157387A1 (en) * 2011-12-16 2013-06-20 Taiwan Semiconductor Manufacturing Co., Ltd. Multi-zone EPD Detectors
TW201345321A (zh) * 2012-03-19 2013-11-01 蘭姆研究公司 用以校正電漿處理系統中之非均勻性的方法及設備
US20160148850A1 (en) * 2014-11-25 2016-05-26 Stream Mosaic, Inc. Process control techniques for semiconductor manufacturing processes

Also Published As

Publication number Publication date
CN109715848B (zh) 2022-05-31
KR102467120B1 (ko) 2022-11-14
EP3512977A4 (en) 2020-05-13
EP3512977A1 (en) 2019-07-24
US10615009B2 (en) 2020-04-07
EP3512977B1 (en) 2023-11-08
US9972478B2 (en) 2018-05-15
WO2018052698A1 (en) 2018-03-22
US20180082826A1 (en) 2018-03-22
JP2019537240A (ja) 2019-12-19
CN109715848A (zh) 2019-05-03
US20180247798A1 (en) 2018-08-30
JP7045368B2 (ja) 2022-03-31
KR20190049796A (ko) 2019-05-09
TW201826318A (zh) 2018-07-16

Similar Documents

Publication Publication Date Title
TWI772325B (zh) 電漿處理狀態的控制方法與系統
Lynn et al. Real-time virtual metrology and control for plasma etch
US8805567B2 (en) Method of controlling semiconductor process distribution
CN118435137A (zh) 用于使用基于物理的模型的基板制造腔室的诊断方法
US12265379B2 (en) Methods and mechanisms for adjusting film deposition parameters during substrate manufacturing
US20240329626A1 (en) Digital simulation for semiconductor manufacturing processes
US20250208605A1 (en) Methods and mechanisms for adjusting process chamber parameters during substrate manufacturing
US20230135102A1 (en) Methods and mechanisms for process recipe optimization
WO2022169542A1 (en) Hybrid physics/machine learning modeling of processes
US20250053715A1 (en) Virtual measurement of conditions proximate to a substrate with physics-informed compressed sensing
TW202509692A (zh) 修改用於新半導體處理設備的機器學習模型的方法和機制
US12259719B2 (en) Methods and mechanisms for preventing fluctuation in machine-learning model performance
US12444655B2 (en) Machine learning model for semiconductor manufacturing processes
KR20250133338A (ko) 자동화된 레시피 건강 최적화
TW202532994A (zh) 製造系統中的處理動作的精確時序
CN121970007A (zh) 制造系统中的处理动作的精确时序
Ha On-line control of process uniformity using categorized variabilities