KR102917557B1 - 예측 방법, 예측 장치 - Google Patents

예측 방법, 예측 장치

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Publication number
KR102917557B1
KR102917557B1 KR1020237016195A KR20237016195A KR102917557B1 KR 102917557 B1 KR102917557 B1 KR 102917557B1 KR 1020237016195 A KR1020237016195 A KR 1020237016195A KR 20237016195 A KR20237016195 A KR 20237016195A KR 102917557 B1 KR102917557 B1 KR 102917557B1
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KR
South Korea
Prior art keywords
resin powder
prediction
infrared
measurement data
gel
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KR1020237016195A
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English (en)
Korean (ko)
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KR20230086762A (ko
Inventor
아츠히로 노다
가즈시 호리에
가오리 나카타니
Original Assignee
가부시키가이샤 닛폰 쇼쿠바이
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Publication of KR20230086762A publication Critical patent/KR20230086762A/ko
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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
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/359—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
    • 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
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/3563—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing solids; Preparation of samples therefor
    • 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
    • G01N33/44—Resins; Plastics; Rubber; Leather
    • G01N33/442—Resins; Plastics
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N2021/3595—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using FTIR
    • 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
    • G01N2201/126—Microprocessor processing
    • 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
    • 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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  • Physics & Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Analytical Chemistry (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Food Science & Technology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Medicinal Chemistry (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
KR1020237016195A 2020-10-13 2021-10-12 예측 방법, 예측 장치 Active KR102917557B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020172722 2020-10-13
JPJP-P-2020-172722 2020-10-13
PCT/JP2021/037735 WO2022080367A1 (ja) 2020-10-13 2021-10-12 予測方法、予測装置

Publications (2)

Publication Number Publication Date
KR20230086762A KR20230086762A (ko) 2023-06-15
KR102917557B1 true KR102917557B1 (ko) 2026-01-27

Family

ID=81208044

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020237016195A Active KR102917557B1 (ko) 2020-10-13 2021-10-12 예측 방법, 예측 장치

Country Status (6)

Country Link
US (1) US20230375472A1 (https=)
EP (1) EP4231000A4 (https=)
JP (1) JPWO2022080367A1 (https=)
KR (1) KR102917557B1 (https=)
CN (1) CN116368370A (https=)
WO (1) WO2022080367A1 (https=)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7829420B2 (ja) * 2022-06-27 2026-03-13 Dic株式会社 樹脂組成物の製造条件の判定方法
JP2025532677A (ja) * 2022-09-23 2025-10-01 ビーエーエスエフ ソシエタス・ヨーロピア 超吸収体材料の技術適用特性を決定するための装置
JP2024143128A (ja) * 2023-03-30 2024-10-11 株式会社日立ハイテク スペクトル解析装置、スペクトル解析システムおよびスペクトル解析方法
CN119198627B (zh) * 2024-11-07 2025-02-21 泰和新材集团股份有限公司 一种间位芳纶树脂pH值快速在线检测方法
CN120011708B (zh) * 2025-02-19 2025-10-24 湖南中烟工业有限责任公司 一种近红外温度校正模型构建方法、装置、设备及介质

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002090298A (ja) 2000-09-01 2002-03-27 Spectron Tech Co Ltd 近赤外線分光分析法による皮膚水分測定方法および装置
JP2003344279A (ja) 2002-05-29 2003-12-03 Shiseido Co Ltd 毛髪水分の測定方法
WO2012043821A1 (ja) 2010-09-30 2012-04-05 株式会社日本触媒 粒子状吸水剤及びその製造方法
JP2013018917A (ja) 2011-07-13 2013-01-31 Kao Corp ポリウロン酸又はその塩の製造方法

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5599335A (en) 1994-03-29 1997-02-04 The Procter & Gamble Company Absorbent members for body fluids having good wet integrity and relatively high concentrations of hydrogel-forming absorbent polymer
WO1996007092A1 (en) * 1994-09-01 1996-03-07 E.I. Du Pont De Nemours And Company Process for neutralizing acids in a polymer solution
JP3792330B2 (ja) * 1996-02-02 2006-07-05 株式会社日本触媒 吸水性樹脂の変性方法並びに吸水性樹脂の製造方法
JPH11315137A (ja) * 1998-04-30 1999-11-16 Mitsubishi Chemical Corp ポリエステル樹脂の製造方法
JP3415036B2 (ja) 1998-08-12 2003-06-09 株式会社日本触媒 含水ゲル状架橋重合体の細粒化方法
CN1191466C (zh) * 2002-07-30 2005-03-02 中国石油化工股份有限公司 测定聚丙烯树脂等规指数的方法
JP4087682B2 (ja) 2002-11-07 2008-05-21 株式会社日本触媒 吸水性樹脂の製造方法および製造装置
RU2299075C2 (ru) 2003-02-10 2007-05-20 Ниппон Сокубаи Ко., Лтд. Гигроскопическая добавка
CN101772355B (zh) 2007-07-27 2013-06-12 巴斯夫欧洲公司 吸水性聚合物颗粒及其制备方法
EP2535697A1 (en) 2011-06-17 2012-12-19 The Procter & Gamble Company Method for determining properties of superabsorbent polymer particles and of absorbent structures containing such particles
ITMI20131916A1 (it) * 2013-11-19 2015-05-20 Versalis Spa Metodo per monitorare un parametro di controllo di una reazione di polimerizzazione e relativo apparato per attuare detto metodo
PL2915658T3 (pl) * 2014-03-05 2018-01-31 Flooring Technologies Ltd Sposób określania zawartości wilgoci warstwy żywicy na płycie z tworzywa drzewnego pokrytej materiałem podłożowym zawierającym włókna
US9389161B2 (en) * 2014-04-09 2016-07-12 Exxonmobil Chemical Patents Inc. On-line FT-NIR method to determine particle size and distribution
CN118005960A (zh) 2015-06-19 2024-05-10 株式会社日本触媒 聚（甲基）丙烯酸（盐）系颗粒状吸水剂及制造方法
JP6438549B1 (ja) * 2017-08-24 2018-12-12 日本分光株式会社 機械学習を用いた未知化合物の分類方法
EP3865872B1 (en) * 2018-11-19 2025-01-08 Canon Kabushiki Kaisha Information processing device, information processing device control method, program, calculation device, and calculation method
KR20210091718A (ko) 2018-11-29 2021-07-22 바스프 에스이 초흡수성 중합체의 물리적 특성 예측

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002090298A (ja) 2000-09-01 2002-03-27 Spectron Tech Co Ltd 近赤外線分光分析法による皮膚水分測定方法および装置
JP2003344279A (ja) 2002-05-29 2003-12-03 Shiseido Co Ltd 毛髪水分の測定方法
WO2012043821A1 (ja) 2010-09-30 2012-04-05 株式会社日本触媒 粒子状吸水剤及びその製造方法
JP2013018917A (ja) 2011-07-13 2013-01-31 Kao Corp ポリウロン酸又はその塩の製造方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Alexandre F. Santos 외 3, ‘Monitoring and Control of Polymerization Reactors Using NIR Spectroscopy’ (2005.01.01.) pp.1-61.*

Also Published As

Publication number Publication date
CN116368370A (zh) 2023-06-30
US20230375472A1 (en) 2023-11-23
KR20230086762A (ko) 2023-06-15
EP4231000A4 (en) 2024-11-20
JPWO2022080367A1 (https=) 2022-04-21
EP4231000A1 (en) 2023-08-23
WO2022080367A1 (ja) 2022-04-21

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