KR20210078531A - 실시간 예측을 위한 라만 분광 모델의 자동 교정 및 자동 유지 관리 - Google Patents

실시간 예측을 위한 라만 분광 모델의 자동 교정 및 자동 유지 관리 Download PDF

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KR20210078531A
KR20210078531A KR1020217015045A KR20217015045A KR20210078531A KR 20210078531 A KR20210078531 A KR 20210078531A KR 1020217015045 A KR1020217015045 A KR 1020217015045A KR 20217015045 A KR20217015045 A KR 20217015045A KR 20210078531 A KR20210078531 A KR 20210078531A
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아디티아 툴시안
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암젠 인크
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    • 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 OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
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    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B5/00—ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
    • 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

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  • Biotechnology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
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  • Biophysics (AREA)
  • Bioinformatics & Computational Biology (AREA)
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KR1020217015045A 2018-10-23 2019-10-23 실시간 예측을 위한 라만 분광 모델의 자동 교정 및 자동 유지 관리 Pending KR20210078531A (ko)

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
US201862749359P 2018-10-23 2018-10-23
US62/749,359 2018-10-23
US201962833044P 2019-04-12 2019-04-12
US62/833,044 2019-04-12
US201962864565P 2019-06-21 2019-06-21
US62/864,565 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

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EP (1) EP3870957B1 (enExample)
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KR (1) KR20210078531A (enExample)
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AU (2) AU2019365102A1 (enExample)
CA (1) CA3115296A1 (enExample)
CL (1) CL2021001024A1 (enExample)
DK (1) DK3870957T3 (enExample)
ES (1) ES3041713T3 (enExample)
FI (1) FI3870957T3 (enExample)
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MX (1) MX2021004510A (enExample)
PL (1) PL3870957T3 (enExample)
PT (1) PT3870957T (enExample)
SG (1) SG11202103232WA (enExample)
SI (1) SI3870957T1 (enExample)
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Publication number Priority date Publication date Assignee Title
KR20250023079A (ko) 2023-08-09 2025-02-18 주식회사 엘지화학 발효공정의 생성량 예측 시스템 및 방법

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AU2019365102A1 (en) 2021-04-29
BR112021007611A2 (pt) 2021-07-27
CA3115296A1 (en) 2020-04-30
ES3041713T3 (en) 2025-11-13
MX2021004510A (es) 2021-06-08
LT3870957T (lt) 2025-10-10
CN112912716B (zh) 2025-04-11
WO2020086635A1 (en) 2020-04-30
FI3870957T3 (fi) 2025-09-30
IL281977B1 (en) 2024-11-01
DK3870957T3 (da) 2025-09-29
JP2022512775A (ja) 2022-02-07
CN112912716A (zh) 2021-06-04
US20220128474A1 (en) 2022-04-28
TW202033949A (zh) 2020-09-16
PT3870957T (pt) 2025-09-01
CL2021001024A1 (es) 2021-09-24
SG11202103232WA (en) 2021-05-28
EP3870957A1 (en) 2021-09-01
IL281977B2 (en) 2025-03-01
EP3870957B1 (en) 2025-07-16
JP7601760B2 (ja) 2024-12-17
AU2025205401A1 (en) 2025-07-31
IL281977A (en) 2021-05-31
HUE072452T2 (hu) 2025-11-28
TWI844570B (zh) 2024-06-11
PL3870957T3 (pl) 2025-11-17
SI3870957T1 (sl) 2025-10-30

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