KR102311313B1 - 탐색 장치, 탐색 방법 및 플라스마 처리 장치 - Google Patents
탐색 장치, 탐색 방법 및 플라스마 처리 장치 Download PDFInfo
- Publication number
- KR102311313B1 KR102311313B1 KR1020190005491A KR20190005491A KR102311313B1 KR 102311313 B1 KR102311313 B1 KR 102311313B1 KR 1020190005491 A KR1020190005491 A KR 1020190005491A KR 20190005491 A KR20190005491 A KR 20190005491A KR 102311313 B1 KR102311313 B1 KR 102311313B1
- Authority
- KR
- South Korea
- Prior art keywords
- value
- data
- search
- input
- target
- 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
Links
Images
Classifications
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J37/00—Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
- H01J37/32—Gas-filled discharge tubes
- H01J37/32917—Plasma diagnostics
- H01J37/32926—Software, data control or modelling
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
- G05B19/4155—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by programme execution, i.e. part programme or machine function execution, e.g. selection of a programme
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/09—Supervised learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J37/00—Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
- H01J37/32—Gas-filled discharge tubes
- H01J37/32009—Arrangements for generation of plasma specially adapted for examination or treatment of objects, e.g. plasma sources
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L21/00—Processes or apparatus adapted for the manufacture or treatment of semiconductor or solid state devices or of parts thereof
- H01L21/67—Apparatus 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
- H01L21/67005—Apparatus not specifically provided for elsewhere
- H01L21/67242—Apparatus for monitoring, sorting or marking
-
- 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
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J2237/00—Discharge tubes exposing object to beam, e.g. for analysis treatment, etching, imaging
- H01J2237/245—Detection characterised by the variable being measured
- H01J2237/24571—Measurements of non-electric or non-magnetic variables
- H01J2237/24578—Spatial variables, e.g. position, distance
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J2237/00—Discharge tubes exposing object to beam, e.g. for analysis treatment, etching, imaging
- H01J2237/32—Processing objects by plasma generation
- H01J2237/33—Processing objects by plasma generation characterised by the type of processing
- H01J2237/334—Etching
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J37/00—Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
- H01J37/32—Gas-filled discharge tubes
- H01J37/32009—Arrangements for generation of plasma specially adapted for examination or treatment of objects, e.g. plasma sources
- H01J37/32082—Radio frequency generated discharge
- H01J37/321—Radio frequency generated discharge the radio frequency energy being inductively coupled to the plasma
- H01J37/3211—Antennas, e.g. particular shapes of coils
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J37/00—Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
- H01J37/32—Gas-filled discharge tubes
- H01J37/32431—Constructional details of the reactor
- H01J37/3244—Gas supply means
- H01J37/32449—Gas control, e.g. control of the gas flow
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
- H01J37/00—Discharge tubes with provision for introducing objects or material to be exposed to the discharge, e.g. for the purpose of examination or processing thereof
- H01J37/32—Gas-filled discharge tubes
- H01J37/32917—Plasma diagnostics
- H01J37/32935—Monitoring and controlling tubes by information coming from the object and/or discharge
- H01J37/32963—End-point detection
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L21/00—Processes or apparatus adapted for the manufacture or treatment of semiconductor or solid state devices or of parts thereof
- H01L21/67—Apparatus 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
- H01L21/67005—Apparatus not specifically provided for elsewhere
- H01L21/67011—Apparatus for manufacture or treatment
- H01L21/67017—Apparatus for fluid treatment
- H01L21/67063—Apparatus for fluid treatment for etching
- H01L21/67069—Apparatus for fluid treatment for etching for drying etching
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Manufacturing & Machinery (AREA)
- Data Mining & Analysis (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Evolutionary Computation (AREA)
- Plasma & Fusion (AREA)
- Artificial Intelligence (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Condensed Matter Physics & Semiconductors (AREA)
- Power Engineering (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Computer Hardware Design (AREA)
- Computational Linguistics (AREA)
- Automation & Control Theory (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Human Computer Interaction (AREA)
- Biomedical Technology (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- Exposure And Positioning Against Photoresist Photosensitive Materials (AREA)
- Drying Of Semiconductors (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JPJP-P-2018-052162 | 2018-03-20 | ||
| JP2018052162A JP7137943B2 (ja) | 2018-03-20 | 2018-03-20 | 探索装置、探索方法及びプラズマ処理装置 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20190110425A KR20190110425A (ko) | 2019-09-30 |
| KR102311313B1 true KR102311313B1 (ko) | 2021-10-12 |
Family
ID=67984311
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020190005491A Active KR102311313B1 (ko) | 2018-03-20 | 2019-01-16 | 탐색 장치, 탐색 방법 및 플라스마 처리 장치 |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US11189470B2 (enExample) |
| JP (1) | JP7137943B2 (enExample) |
| KR (1) | KR102311313B1 (enExample) |
| TW (1) | TWI737959B (enExample) |
Families Citing this family (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7121506B2 (ja) | 2018-03-14 | 2022-08-18 | 株式会社日立ハイテク | 探索装置、探索方法及びプラズマ処理装置 |
| JP7056592B2 (ja) * | 2019-01-17 | 2022-04-19 | Jfeスチール株式会社 | 金属材料の製造仕様決定方法、製造方法、および製造仕様決定装置 |
| KR102287460B1 (ko) * | 2019-08-16 | 2021-08-10 | 엘지전자 주식회사 | 인공지능 무빙 에이전트 |
| TWI846977B (zh) * | 2019-10-30 | 2024-07-01 | 日商Alitecs股份有限公司 | 處理條件推定裝置、處理條件推定方法以及處理條件推定記錄媒體 |
| CN113287123B (zh) * | 2019-12-03 | 2024-12-31 | 株式会社日立高新技术 | 搜索装置、搜索程序以及等离子处理装置 |
| US11761969B2 (en) * | 2020-01-21 | 2023-09-19 | Kla Corporation | System and method for analyzing a sample with a dynamic recipe based on iterative experimentation and feedback |
| JP7267966B2 (ja) * | 2020-03-19 | 2023-05-02 | 株式会社東芝 | 情報処理装置及び情報処理方法 |
| KR102768449B1 (ko) * | 2020-03-31 | 2025-02-18 | 주식회사 히타치하이테크 | 하전 입자선 장치 |
| JP7523601B2 (ja) * | 2020-07-09 | 2024-07-26 | エーエスエムエル ネザーランズ ビー.ブイ. | パターニングプロセスの調整方法 |
| JP7704506B2 (ja) * | 2020-09-03 | 2025-07-08 | 東京エレクトロン株式会社 | 温度推定装置、プラズマ処理システム、温度推定方法及び温度推定プログラム |
| JP2022043780A (ja) * | 2020-09-04 | 2022-03-16 | 東京エレクトロン株式会社 | パラメータ選択方法および情報処理装置 |
| JP7596106B2 (ja) * | 2020-09-28 | 2024-12-09 | キヤノン株式会社 | 情報処理装置、検査方法、プログラム、露光装置、決定方法、及び物品の製造方法 |
| JP7571612B2 (ja) * | 2021-02-22 | 2024-10-23 | 株式会社Sumco | 加工条件設定装置、加工条件設定方法、及びウェーハの製造システム |
| JP7595278B2 (ja) * | 2021-03-26 | 2024-12-06 | bacoor dApps株式会社 | 再学習用データ管理システム、及び、再学習用データ管理方法 |
| US11860591B2 (en) * | 2021-09-13 | 2024-01-02 | Applied Materials, Inc. | Process recipe creation and matching using feature models |
| JP7672351B2 (ja) * | 2022-01-25 | 2025-05-07 | 株式会社日立ハイテク | 観察システム、観察方法およびプログラム |
| JP7709930B2 (ja) * | 2022-02-18 | 2025-07-17 | 株式会社Screenホールディングス | 基板処理条件の設定方法、基板処理方法、基板処理条件の設定システム、及び、基板処理システム |
| US12272536B2 (en) | 2022-03-03 | 2025-04-08 | Advanced Energy Industries, Inc. | Systems and methods for delay and amplitude correction |
| US12360512B2 (en) | 2022-03-03 | 2025-07-15 | Advanced Energy Industries, Inc. | Multi-step predictive control system |
| KR20240155958A (ko) * | 2022-03-03 | 2024-10-29 | 에이이에스 글로벌 홀딩스 피티이 리미티드 | 적응적 예측 제어 시스템 |
| US11990324B2 (en) * | 2022-03-03 | 2024-05-21 | Advanced Energy Industries, Inc. | Adaptive predictive control system |
| TW202407483A (zh) | 2022-05-06 | 2024-02-16 | 日商東京威力科創股份有限公司 | 模型產生方法、電腦程式及資訊處理裝置 |
| KR20250040000A (ko) | 2022-07-14 | 2025-03-21 | 도쿄엘렉트론가부시키가이샤 | 정보 처리 방법, 정보 처리 시스템 및 기록 매체 |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR100463256B1 (ko) * | 2001-06-29 | 2005-01-07 | 가부시끼가이샤 히다치 세이사꾸쇼 | 플라즈마처리제어장치 및 처리제어방법 |
| JP2006074067A (ja) | 2005-11-08 | 2006-03-16 | Hitachi Ltd | プラズマ処理装置および処理方法 |
Family Cites Families (35)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR920002268A (ko) | 1990-07-17 | 1992-02-28 | 유끼노리 가까즈 | 인텔리젠트가공장치 |
| JPH1074188A (ja) * | 1996-05-23 | 1998-03-17 | Hitachi Ltd | データ学習装置およびプラント制御装置 |
| JPH10301979A (ja) | 1997-04-30 | 1998-11-13 | Oki Electric Ind Co Ltd | モデルパラメータ抽出方法およびモデルパラメータ抽出装置 |
| JP3086794B2 (ja) | 1997-09-19 | 2000-09-11 | 豊田工機株式会社 | 数値制御研削盤 |
| JP4215454B2 (ja) * | 2001-07-12 | 2009-01-28 | 株式会社日立製作所 | 試料の凹凸判定方法、及び荷電粒子線装置 |
| US6941301B2 (en) * | 2002-01-18 | 2005-09-06 | Pavilion Technologies, Inc. | Pre-processing input data with outlier values for a support vector machine |
| US7272459B2 (en) | 2002-11-15 | 2007-09-18 | Applied Materials, Inc. | Method, system and medium for controlling manufacture process having multivariate input parameters |
| JP4671594B2 (ja) * | 2003-10-08 | 2011-04-20 | 株式会社日立ハイテクノロジーズ | データ収集管理方法およびそのシステム |
| JP2007165721A (ja) * | 2005-12-15 | 2007-06-28 | Omron Corp | プロセス異常分析装置及びプログラム |
| WO2007109752A2 (en) | 2006-03-22 | 2007-09-27 | Ascension Orthopedics, Inc. | Prosthetic implant and assembly method |
| US7567700B2 (en) * | 2006-03-28 | 2009-07-28 | Tokyo Electron Limited | Dynamic metrology sampling with wafer uniformity control |
| US20080279434A1 (en) * | 2007-05-11 | 2008-11-13 | William Cassill | Method and system for automated modeling |
| US8190543B2 (en) | 2008-03-08 | 2012-05-29 | Tokyo Electron Limited | Autonomous biologically based learning tool |
| US8725667B2 (en) * | 2008-03-08 | 2014-05-13 | Tokyo Electron Limited | Method and system for detection of tool performance degradation and mismatch |
| US8396582B2 (en) | 2008-03-08 | 2013-03-12 | Tokyo Electron Limited | Method and apparatus for self-learning and self-improving a semiconductor manufacturing tool |
| JP5489681B2 (ja) | 2009-12-02 | 2014-05-14 | キヤノン株式会社 | 固体撮像装置 |
| JP5751045B2 (ja) | 2010-08-31 | 2015-07-22 | 富士電機株式会社 | プラントの運転条件最適化システム、プラントの運転条件最適化方法、プラントの運転条件最適化プログラム |
| KR101943593B1 (ko) * | 2011-04-06 | 2019-01-30 | 케이엘에이-텐코 코포레이션 | 공정 제어를 개선하기 위한 품질 메트릭 제공 방법 및 시스템 |
| TWI549007B (zh) | 2013-02-07 | 2016-09-11 | 先知科技股份有限公司 | 製程參數的搜尋與分析方法及其電腦程式產品 |
| US9817884B2 (en) * | 2013-07-24 | 2017-11-14 | Dynatrace Llc | Method and system for real-time, false positive resistant, load independent and self-learning anomaly detection of measured transaction execution parameters like response times |
| JP6316578B2 (ja) * | 2013-12-02 | 2018-04-25 | 株式会社日立ハイテクノロジーズ | 走査電子顕微鏡システム及びそれを用いたパターン計測方法並びに走査電子顕微鏡 |
| US9396443B2 (en) * | 2013-12-05 | 2016-07-19 | Tokyo Electron Limited | System and method for learning and/or optimizing manufacturing processes |
| JP6101650B2 (ja) | 2014-02-27 | 2017-03-22 | 日本電信電話株式会社 | システムパラメタ学習装置、情報処理装置、方法、及びプログラム |
| GB201603561D0 (en) * | 2016-03-01 | 2016-04-13 | Aluminium Lighting Company The Ltd | Monitoring the structural health of columns and like structures |
| US20160148850A1 (en) * | 2014-11-25 | 2016-05-26 | Stream Mosaic, Inc. | Process control techniques for semiconductor manufacturing processes |
| US9558545B2 (en) * | 2014-12-03 | 2017-01-31 | Kla-Tencor Corporation | Predicting and controlling critical dimension issues and pattern defectivity in wafers using interferometry |
| US9711327B2 (en) | 2015-07-16 | 2017-07-18 | Applied Materials Israel, Ltd. | Method and system for optimizing configurable parameters of inspection tools |
| KR102413703B1 (ko) | 2015-08-20 | 2022-06-27 | 삼성전자주식회사 | 무선 통신 시스템에서 버퍼 상태 정보 송수신 방법 및 장치 |
| JP2017102619A (ja) | 2015-11-30 | 2017-06-08 | オムロン株式会社 | 制御パラメータ調整装置、制御パラメータ調整方法、制御パラメータ調整プログラム |
| JP6650786B2 (ja) | 2016-03-03 | 2020-02-19 | 三菱日立パワーシステムズ株式会社 | 制御パラメータ自動調整装置、制御パラメータ自動調整方法、及び制御パラメータ自動調整装置ネットワーク |
| JP2018068752A (ja) * | 2016-10-31 | 2018-05-10 | 株式会社Preferred Networks | 機械学習装置、機械学習方法及びプログラム |
| JP6778666B2 (ja) | 2017-08-24 | 2020-11-04 | 株式会社日立製作所 | 探索装置及び探索方法 |
| JP6883787B2 (ja) | 2017-09-06 | 2021-06-09 | パナソニックIpマネジメント株式会社 | 学習装置、学習方法、学習プログラム、推定装置、推定方法、及び推定プログラム |
| JP6974712B2 (ja) | 2017-10-24 | 2021-12-01 | 富士通株式会社 | 探索方法、探索装置および探索プログラム |
| JP7121506B2 (ja) | 2018-03-14 | 2022-08-18 | 株式会社日立ハイテク | 探索装置、探索方法及びプラズマ処理装置 |
-
2018
- 2018-03-20 JP JP2018052162A patent/JP7137943B2/ja active Active
-
2019
- 2019-01-16 KR KR1020190005491A patent/KR102311313B1/ko active Active
- 2019-01-28 TW TW108103034A patent/TWI737959B/zh active
- 2019-02-27 US US16/287,679 patent/US11189470B2/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR100463256B1 (ko) * | 2001-06-29 | 2005-01-07 | 가부시끼가이샤 히다치 세이사꾸쇼 | 플라즈마처리제어장치 및 처리제어방법 |
| JP2006074067A (ja) | 2005-11-08 | 2006-03-16 | Hitachi Ltd | プラズマ処理装置および処理方法 |
Also Published As
| Publication number | Publication date |
|---|---|
| KR20190110425A (ko) | 2019-09-30 |
| US11189470B2 (en) | 2021-11-30 |
| US20190295827A1 (en) | 2019-09-26 |
| TWI737959B (zh) | 2021-09-01 |
| TW201941115A (zh) | 2019-10-16 |
| JP2019165123A (ja) | 2019-09-26 |
| JP7137943B2 (ja) | 2022-09-15 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| KR102311313B1 (ko) | 탐색 장치, 탐색 방법 및 플라스마 처리 장치 | |
| KR102295211B1 (ko) | 탐색 장치 및 탐색 방법 | |
| KR102039394B1 (ko) | 탐색 장치 및 탐색 방법 | |
| US20250293062A1 (en) | Adaptive control of variability in device performance in advanced semiconductor processes | |
| US10657214B2 (en) | Predictive spatial digital design of experiment for advanced semiconductor process optimization and control | |
| KR20210055105A (ko) | 제조 동안의 고급 반도체 프로세스 최적화 및 적응형 제어 | |
| JP7712394B2 (ja) | 特徴モデルを使用するプロセスレシピ作成およびマッチング | |
| CN117056682A (zh) | 用于基板处理设备的多维传感器数据的整体分析 | |
| JP6754878B2 (ja) | 探索装置および探索方法 | |
| JP7715919B2 (ja) | 製造システムにおけるマルチレベルrfパルス監視およびrfパルス化パラメータ最適化 | |
| JP2025186217A (ja) | 製造システムにおけるマルチレベルrfパルス監視およびrfパルス化パラメータ最適化 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A201 | Request for examination | ||
| PA0109 | Patent application |
Patent event code: PA01091R01D Comment text: Patent Application Patent event date: 20190116 |
|
| PA0201 | Request for examination | ||
| PG1501 | Laying open of application | ||
| E902 | Notification of reason for refusal | ||
| PE0902 | Notice of grounds for rejection |
Comment text: Notification of reason for refusal Patent event date: 20200626 Patent event code: PE09021S01D |
|
| E90F | Notification of reason for final refusal | ||
| PE0902 | Notice of grounds for rejection |
Comment text: Final Notice of Reason for Refusal Patent event date: 20210426 Patent event code: PE09021S02D |
|
| 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: 20210715 |
|
| GRNT | Written decision to grant | ||
| PR0701 | Registration of establishment |
Comment text: Registration of Establishment Patent event date: 20211005 Patent event code: PR07011E01D |
|
| PR1002 | Payment of registration fee |
Payment date: 20211006 End annual number: 3 Start annual number: 1 |
|
| PG1601 | Publication of registration |