SG11202103232WA - Automatic calibration and automatic maintenance of raman spectroscopic models for real-time predictions - Google Patents
Automatic calibration and automatic maintenance of raman spectroscopic models for real-time predictionsInfo
- Publication number
- SG11202103232WA SG11202103232WA SG11202103232WA SG11202103232WA SG11202103232WA SG 11202103232W A SG11202103232W A SG 11202103232WA SG 11202103232W A SG11202103232W A SG 11202103232WA SG 11202103232W A SG11202103232W A SG 11202103232WA SG 11202103232W A SG11202103232W A SG 11202103232WA
- Authority
- SG
- Singapore
- Prior art keywords
- automatic
- real
- raman spectroscopic
- time predictions
- maintenance
- Prior art date
Links
- 238000001069 Raman spectroscopy Methods 0.000 title 1
- 238000012423 maintenance Methods 0.000 title 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/65—Raman scattering
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12M—APPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY; APPARATUS FOR CULTURING MICROORGANISMS FOR PRODUCING BIOMASS, FOR GROWING CELLS OR FOR OBTAINING FERMENTATION OR METABOLIC PRODUCTS, i.e. BIOREACTORS OR FERMENTERS
- C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
- C12M41/48—Automatic or computerized control
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/28—Investigating the spectrum
- G01J3/44—Raman spectrometry; Scattering spectrometry ; Fluorescence spectrometry
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N2021/8411—Application to online plant, process monitoring
- G01N2021/8416—Application to online plant, process monitoring and process controlling, not otherwise provided for
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/127—Calibration; base line adjustment; drift compensation
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/129—Using chemometrical methods
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Chemical & Material Sciences (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Analytical Chemistry (AREA)
- Theoretical Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Biochemistry (AREA)
- Software Systems (AREA)
- Immunology (AREA)
- Pathology (AREA)
- General Engineering & Computer Science (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Data Mining & Analysis (AREA)
- Artificial Intelligence (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Medical Informatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Biomedical Technology (AREA)
- Wood Science & Technology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Organic Chemistry (AREA)
- Zoology (AREA)
- Medicinal Chemistry (AREA)
- Molecular Biology (AREA)
- Computational Linguistics (AREA)
- Food Science & Technology (AREA)
- Urology & Nephrology (AREA)
- Hematology (AREA)
- Biotechnology (AREA)
- Sustainable Development (AREA)
- Genetics & Genomics (AREA)
- Microbiology (AREA)
- Computer Hardware Design (AREA)
- Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201862749359P | 2018-10-23 | 2018-10-23 | |
US201962833044P | 2019-04-12 | 2019-04-12 | |
US201962864565P | 2019-06-21 | 2019-06-21 | |
PCT/US2019/057513 WO2020086635A1 (en) | 2018-10-23 | 2019-10-23 | Automatic calibration and automatic maintenance of raman spectroscopic models for real-time predictions |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202103232WA true SG11202103232WA (en) | 2021-05-28 |
Family
ID=70331744
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202103232WA SG11202103232WA (en) | 2018-10-23 | 2019-10-23 | Automatic calibration and automatic maintenance of raman spectroscopic models for real-time predictions |
Country Status (13)
Country | Link |
---|---|
US (1) | US20220128474A1 (pt) |
EP (1) | EP3870957A1 (pt) |
JP (1) | JP2022512775A (pt) |
KR (1) | KR20210078531A (pt) |
CN (1) | CN112912716A (pt) |
AU (1) | AU2019365102A1 (pt) |
BR (1) | BR112021007611A2 (pt) |
CA (1) | CA3115296A1 (pt) |
CL (1) | CL2021001024A1 (pt) |
IL (1) | IL281977A (pt) |
MX (1) | MX2021004510A (pt) |
SG (1) | SG11202103232WA (pt) |
WO (1) | WO2020086635A1 (pt) |
Families Citing this family (12)
Publication number | Priority date | Publication date | Assignee | Title |
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BR112020024296A2 (pt) | 2018-08-27 | 2021-03-09 | Regeneron Pharmaceuticals, Inc. | Métodos para produção de um intermediário de purificação de proteína concentrado, para monitoramento e controle dos atributos de qualidade críticos em um intermediário de purificação de proteína e para monitorar e controlar os níveis de excipientes no fluido de cultura de células colhido e/ou intermediário de purificação de proteína, e, intermediário de purificação de proteína |
CN114207593A (zh) * | 2019-06-10 | 2022-03-18 | 沃特世科技爱尔兰有限公司 | 用于分析仪器性能诊断的技术 |
WO2022072198A1 (en) * | 2020-10-01 | 2022-04-07 | Amgen Inc. | Predictive modeling and control of cell culture |
US20220138557A1 (en) * | 2020-11-04 | 2022-05-05 | Adobe Inc. | Deep Hybrid Graph-Based Forecasting Systems |
DE102021100531B3 (de) * | 2021-01-13 | 2022-03-31 | BioThera Institut GmbH | Apparatur zum Steuern eines Prozesses sowie zugehöriges Steuerungsverfahren |
EP4352200A1 (en) * | 2021-06-09 | 2024-04-17 | Amgen Inc. | Assessing packed cell volume for cell cultures |
AR127458A1 (es) | 2021-10-27 | 2024-01-24 | Amgen Inc | Predicción basada en aprendizaje profundo usando espectroscopia |
US20230279332A1 (en) * | 2022-03-01 | 2023-09-07 | Amgen Inc. | Hybrid Predictive Modeling for Control of Cell Culture |
WO2024049725A1 (en) * | 2022-08-29 | 2024-03-07 | Amgen Inc. | Predictive model to evaluate processing time impacts |
WO2024046603A1 (en) * | 2022-08-29 | 2024-03-07 | Büchi Labortechnik AG | Methods for providing a predictive model for spectroscopy and calibrating a spectroscopic device |
US20240085864A1 (en) | 2022-09-14 | 2024-03-14 | Amgen Inc. | Just-In-Time Learning With Variational Autoencoder For Cell Culture Process Monitoring And/Or Control |
WO2024129650A1 (en) * | 2022-12-12 | 2024-06-20 | Genentech, Inc. | Real-time automated monitoring and control of ultrafiltration/diafiltration (uf/df) conditioning and dilution processes |
Family Cites Families (27)
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US6319494B1 (en) | 1990-12-14 | 2001-11-20 | Cell Genesys, Inc. | Chimeric chains for receptor-associated signal transduction pathways |
IL104570A0 (en) | 1992-03-18 | 1993-05-13 | Yeda Res & Dev | Chimeric genes and cells transformed therewith |
US5862060A (en) * | 1996-11-22 | 1999-01-19 | Uop Llc | Maintenance of process control by statistical analysis of product optical spectrum |
NZ507381A (en) | 1998-04-21 | 2003-12-19 | Micromet Ag | CD19xCD3 specific polypeptides and uses thereof |
US7398119B2 (en) * | 1998-07-13 | 2008-07-08 | Childrens Hospital Los Angeles | Assessing blood brain barrier dynamics or identifying or measuring selected substances, including ethanol or toxins, in a subject by analyzing Raman spectrum signals |
US6660843B1 (en) | 1998-10-23 | 2003-12-09 | Amgen Inc. | Modified peptides as therapeutic agents |
US7138370B2 (en) | 2001-10-11 | 2006-11-21 | Amgen Inc. | Specific binding agents of human angiopoietin-2 |
KR101304718B1 (ko) | 2002-12-20 | 2013-09-05 | 암겐 인코포레이티드 | 미오스타틴을 저해하는 결합제 |
US8688384B2 (en) * | 2003-05-12 | 2014-04-01 | River Diagnostics B.V. | Automated characterization and classification of microorganisms |
BRPI0415457A (pt) | 2003-10-16 | 2006-12-05 | Micromet Ag | constructo de ligação especìfico de cd3 citotoxicamente ativo, seu processo de produção, composição compreendendo o mesmo, seqüência de ácido nucléico, vetor, hospedeiro, seus usos na preparação de uma composição farmacêutica e kit compreendendo os mesmo |
CN101687915B8 (zh) | 2007-04-03 | 2018-08-03 | 安进研发(慕尼黑)股份有限公司 | 跨物种特异性CD3-ε结合结构域 |
US7961312B2 (en) * | 2007-08-13 | 2011-06-14 | C8 Medisensors Inc. | Calibrated analyte concentration measurements in mixtures |
US8725667B2 (en) * | 2008-03-08 | 2014-05-13 | Tokyo Electron Limited | Method and system for detection of tool performance degradation and mismatch |
GB2466442A (en) * | 2008-12-18 | 2010-06-23 | Dublin Inst Of Technology | A system to analyze a sample on a slide using Raman spectroscopy on an identified area of interest |
CN101825567A (zh) * | 2010-04-02 | 2010-09-08 | 南开大学 | 一种近红外光谱和拉曼光谱波长的筛选方法 |
WO2013128027A1 (en) | 2012-03-01 | 2013-09-06 | Amgen Research (Munich) Gmbh | Long life polypeptide binding molecules |
US20140114676A1 (en) * | 2012-10-23 | 2014-04-24 | Theranos, Inc. | Drug Monitoring and Regulation Systems and Methods |
LT2970449T (lt) | 2013-03-15 | 2019-11-25 | Amgen Res Munich Gmbh | Viengrandės surišančios molekulės, apimančios n galo abp |
US20140308285A1 (en) | 2013-03-15 | 2014-10-16 | Amgen Inc. | Heterodimeric bispecific antibodies |
US20140302037A1 (en) | 2013-03-15 | 2014-10-09 | Amgen Inc. | BISPECIFIC-Fc MOLECULES |
EP2970484B2 (en) | 2013-03-15 | 2022-09-21 | Amgen Inc. | Heterodimeric bispecific antibodies |
CN104215623B (zh) * | 2013-05-31 | 2018-09-25 | 欧普图斯(苏州)光学纳米科技有限公司 | 面向多行业检测的激光拉曼光谱智能化辨识方法及系统 |
WO2015048272A1 (en) | 2013-09-25 | 2015-04-02 | Amgen Inc. | V-c-fc-v-c antibody |
WO2016004322A2 (en) * | 2014-07-02 | 2016-01-07 | Biogen Ma Inc. | Cross-scale modeling of bioreactor cultures using raman spectroscopy |
EP3303561A2 (en) * | 2015-05-29 | 2018-04-11 | Biogen MA Inc. | Cell culture methods and systems |
US20170127983A1 (en) * | 2015-11-10 | 2017-05-11 | Massachusetts Institute Of Technology | Systems and methods for sampling calibration of non-invasive analyte measurements |
EA039859B1 (ru) | 2016-02-03 | 2022-03-21 | Эмджен Рисерч (Мюник) Гмбх | Биспецифические конструкты антител, связывающие egfrviii и cd3 |
-
2019
- 2019-10-23 SG SG11202103232WA patent/SG11202103232WA/en unknown
- 2019-10-23 EP EP19848831.4A patent/EP3870957A1/en active Pending
- 2019-10-23 CA CA3115296A patent/CA3115296A1/en active Pending
- 2019-10-23 JP JP2021521530A patent/JP2022512775A/ja active Pending
- 2019-10-23 KR KR1020217015045A patent/KR20210078531A/ko active Search and Examination
- 2019-10-23 BR BR112021007611-5A patent/BR112021007611A2/pt unknown
- 2019-10-23 AU AU2019365102A patent/AU2019365102A1/en active Pending
- 2019-10-23 CN CN201980068986.7A patent/CN112912716A/zh active Pending
- 2019-10-23 MX MX2021004510A patent/MX2021004510A/es unknown
- 2019-10-23 US US17/284,551 patent/US20220128474A1/en active Pending
- 2019-10-23 WO PCT/US2019/057513 patent/WO2020086635A1/en unknown
-
2021
- 2021-04-01 IL IL281977A patent/IL281977A/en unknown
- 2021-04-22 CL CL2021001024A patent/CL2021001024A1/es unknown
Also Published As
Publication number | Publication date |
---|---|
AU2019365102A1 (en) | 2021-04-29 |
KR20210078531A (ko) | 2021-06-28 |
US20220128474A1 (en) | 2022-04-28 |
IL281977A (en) | 2021-05-31 |
MX2021004510A (es) | 2021-06-08 |
BR112021007611A2 (pt) | 2021-07-27 |
CN112912716A (zh) | 2021-06-04 |
TW202033949A (zh) | 2020-09-16 |
EP3870957A1 (en) | 2021-09-01 |
JP2022512775A (ja) | 2022-02-07 |
CA3115296A1 (en) | 2020-04-30 |
CL2021001024A1 (es) | 2021-09-24 |
WO2020086635A1 (en) | 2020-04-30 |
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