JP7601760B2 - リアルタイム予測のためのラマン分光モデルの自動校正及び自動保守 - Google Patents

リアルタイム予測のためのラマン分光モデルの自動校正及び自動保守 Download PDF

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JP7601760B2
JP7601760B2 JP2021521530A JP2021521530A JP7601760B2 JP 7601760 B2 JP7601760 B2 JP 7601760B2 JP 2021521530 A JP2021521530 A JP 2021521530A JP 2021521530 A JP2021521530 A JP 2021521530A JP 7601760 B2 JP7601760 B2 JP 7601760B2
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トゥルシャン，アディティア
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アムジエン・インコーポレーテツド
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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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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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JP2021521530A 2018-10-23 2019-10-23 リアルタイム予測のためのラマン分光モデルの自動校正及び自動保守 Active JP7601760B2 (ja)

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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JP2022512775A5 JP2022512775A5 (https=) 2022-10-26
JP7601760B2 true JP7601760B2 (ja) 2024-12-17

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CA (1) CA3115296A1 (https=)
CL (1) CL2021001024A1 (https=)
DK (1) DK3870957T3 (https=)
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HUE072452T2 (hu) 2025-11-28
IL281977B1 (en) 2024-11-01
US20220128474A1 (en) 2022-04-28
AU2019365102A1 (en) 2021-04-29
WO2020086635A1 (en) 2020-04-30
CN112912716A (zh) 2021-06-04
SG11202103232WA (en) 2021-05-28
KR20210078531A (ko) 2021-06-28
EP3870957B1 (en) 2025-07-16
IL281977B2 (en) 2025-03-01
LT3870957T (lt) 2025-10-10
ES3041713T3 (en) 2025-11-13
IL281977A (en) 2021-05-31
JP2022512775A (ja) 2022-02-07
PL3870957T3 (pl) 2025-11-17
AU2025205401A1 (en) 2025-07-31
TWI844570B (zh) 2024-06-11
BR112021007611A2 (pt) 2021-07-27
TW202033949A (zh) 2020-09-16
CL2021001024A1 (es) 2021-09-24
PT3870957T (pt) 2025-09-01
CN112912716B (zh) 2025-04-11
SI3870957T1 (sl) 2025-10-30
DK3870957T3 (da) 2025-09-29
MX2021004510A (es) 2021-06-08
FI3870957T3 (fi) 2025-09-30
CA3115296A1 (en) 2020-04-30
EP3870957A1 (en) 2021-09-01

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