CN118284802A - 信息处理装置、信息处理装置的工作方法、信息处理装置的工作程序、校准完毕状态预测模型的生成方法以及校准完毕状态预测模型 - Google Patents

信息处理装置、信息处理装置的工作方法、信息处理装置的工作程序、校准完毕状态预测模型的生成方法以及校准完毕状态预测模型 Download PDF

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CN118284802A
CN118284802A CN202280077216.0A CN202280077216A CN118284802A CN 118284802 A CN118284802 A CN 118284802A CN 202280077216 A CN202280077216 A CN 202280077216A CN 118284802 A CN118284802 A CN 118284802A
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杉田惟
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Fujifilm Corp
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    • 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
    • C12M1/00—Apparatus for enzymology or microbiology
    • C12M1/34—Measuring or testing with condition measuring or sensing means, e.g. colony counters
    • 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
    • C12M3/00—Tissue, human, animal or plant cell, or virus culture apparatus
    • 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
    • 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
    • G01N33/483—Physical analysis of biological material
    • 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
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/30—Prediction of properties of chemical compounds, compositions or mixtures
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70—Machine learning, data mining or chemometrics
    • 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
    • G01N2201/1296—Using chemometrical methods using neural networks

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
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  • Biomedical Technology (AREA)
  • General Physics & Mathematics (AREA)
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  • Crystallography & Structural Chemistry (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Analytical Chemistry (AREA)
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  • Organic Chemistry (AREA)
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  • Wood Science & Technology (AREA)
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  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
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  • Biotechnology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Databases & Information Systems (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
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  • Genetics & Genomics (AREA)
  • Sustainable Development (AREA)
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  • Hematology (AREA)
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CN202280077216.0A 2021-11-22 2022-10-14 信息处理装置、信息处理装置的工作方法、信息处理装置的工作程序、校准完毕状态预测模型的生成方法以及校准完毕状态预测模型 Pending CN118284802A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2021189571 2021-11-22
JP2021-189571 2021-11-22
PCT/JP2022/038480 WO2023090015A1 (ja) 2021-11-22 2022-10-14 情報処理装置、情報処理装置の作動方法、情報処理装置の作動プログラム、校正済み状態予測モデルの生成方法、並びに校正済み状態予測モデル

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CN118284802A true CN118284802A (zh) 2024-07-02

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US (1) US20240296917A1 (https=)
EP (1) EP4439053A4 (https=)
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WO2025052895A1 (ja) * 2023-09-05 2025-03-13 富士フイルム株式会社 情報処理装置、情報処理装置の作動方法、および情報処理装置の作動プログラム
CN121773322A (zh) * 2023-09-29 2026-03-31 富士胶片株式会社 探针
WO2025142150A1 (ja) * 2023-12-25 2025-07-03 富士フイルム株式会社 情報処理装置、情報処理装置の作動方法、および情報処理装置の作動プログラム
CN121479712B (zh) * 2026-01-09 2026-04-03 山东科技大学 一种基于RLS的NOx浓度预测集成模型在线更新方法

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CA2811009A1 (en) 2010-09-17 2012-03-22 Abbvie Inc. Raman spectroscopy for bioprocess operations
KR102344339B1 (ko) * 2016-04-04 2021-12-28 베링거 인겔하임 에르체파우 게엠베하 운트 코 카게 제제 정제의 실시간 모니터링
CN119264211A (zh) * 2018-08-27 2025-01-07 瑞泽恩制药公司 拉曼光谱在下游纯化中的应用
MX2021004510A (es) * 2018-10-23 2021-06-08 Amgen Inc Calibracion automatica y mantenimiento automatico de modelos espectroscopicos de raman para predicciones en tiempo real.
CN113196053A (zh) * 2018-12-20 2021-07-30 佳能株式会社 信息处理装置、信息处理装置的控制方法及程序
WO2021215179A1 (ja) * 2020-04-21 2021-10-28 富士フイルム株式会社 培養状態の推定方法、情報処理装置及びプログラム

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JPWO2023090015A1 (https=) 2023-05-25
WO2023090015A1 (ja) 2023-05-25
EP4439053A1 (en) 2024-10-02
US20240296917A1 (en) 2024-09-05
EP4439053A4 (en) 2025-03-12

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