JPWO2023119544A1 - - Google Patents

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Publication number
JPWO2023119544A1
JPWO2023119544A1 JP2022563051A JP2022563051A JPWO2023119544A1 JP WO2023119544 A1 JPWO2023119544 A1 JP WO2023119544A1 JP 2022563051 A JP2022563051 A JP 2022563051A JP 2022563051 A JP2022563051 A JP 2022563051A JP WO2023119544 A1 JPWO2023119544 A1 JP WO2023119544A1
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JP
Japan
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JP2022563051A
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Japanese (ja)
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JP7756105B2 (ja
JPWO2023119544A5 (https=
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Classifications

    • 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
    • G16C20/10—Analysis or design of chemical reactions, syntheses or processes
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01J—CHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
    • B01J19/00—Chemical, physical or physico-chemical processes in general; Their relevant apparatus
    • B01J19/0006—Controlling or regulating processes
    • B01J19/0033—Optimalisation processes, i.e. processes with adaptive control systems
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G11/00—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils
    • C10G11/14—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils with preheated moving solid catalysts
    • C10G11/18—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils with preheated moving solid catalysts according to the "fluidised-bed" technique
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G11/00—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils
    • C10G11/14—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils with preheated moving solid catalysts
    • C10G11/18—Catalytic cracking, in the absence of hydrogen, of hydrocarbon oils with preheated moving solid catalysts according to the "fluidised-bed" technique
    • C10G11/187—Controlling or regulating
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G47/00—Cracking of hydrocarbon oils, in the presence of hydrogen or hydrogen- generating compounds, to obtain lower boiling fractions
    • C10G47/36—Controlling or regulating
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G9/00—Thermal non-catalytic cracking, in the absence of hydrogen, of hydrocarbon oils
    • C—CHEMISTRY; METALLURGY
    • C10—PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10G—CRACKING HYDROCARBON OILS; PRODUCTION OF LIQUID HYDROCARBON MIXTURES, e.g. BY DESTRUCTIVE HYDROGENATION, OLIGOMERISATION, POLYMERISATION; RECOVERY OF HYDROCARBON OILS FROM OIL-SHALE, OIL-SAND, OR GASES; REFINING MIXTURES MAINLY CONSISTING OF HYDROCARBONS; REFORMING OF NAPHTHA; MINERAL WAXES
    • C10G99/00—Subject matter not provided for in other groups of this subclass
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • 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
    • G01N2201/122—Kinetic analysis; determining reaction rate

Landscapes

  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Oil, Petroleum & Natural Gas (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Evolutionary Computation (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Organic Chemistry (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Chemical & Material Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Automation & Control Theory (AREA)
  • Computing Systems (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Analytical Chemistry (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Geometry (AREA)
  • Computer Hardware Design (AREA)
  • Thermal Sciences (AREA)
  • Production Of Liquid Hydrocarbon Mixture For Refining Petroleum (AREA)
  • Feedback Control In General (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
JP2022563051A 2021-12-23 2021-12-23 プログラム、情報処理装置、及び方法 Active JP7756105B2 (ja)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2023044110A JP2023094622A (ja) 2021-12-23 2023-03-20 プログラム、情報処理装置、及び方法

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2021/047814 WO2023119544A1 (ja) 2021-12-23 2021-12-23 プログラム、情報処理装置、及び方法

Related Child Applications (1)

Application Number Title Priority Date Filing Date
JP2023044110A Division JP2023094622A (ja) 2021-12-23 2023-03-20 プログラム、情報処理装置、及び方法

Publications (3)

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JPWO2023119544A1 true JPWO2023119544A1 (https=) 2023-06-29
JPWO2023119544A5 JPWO2023119544A5 (https=) 2023-11-21
JP7756105B2 JP7756105B2 (ja) 2025-10-17

Family

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Family Applications (2)

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JP2023517661A Active JP7354477B1 (ja) 2021-12-23 2022-08-05 プログラム、情報処理装置、及び方法

Family Applications After (1)

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JP2023517661A Active JP7354477B1 (ja) 2021-12-23 2022-08-05 プログラム、情報処理装置、及び方法

Country Status (6)

Country Link
US (2) US20240428892A1 (https=)
EP (1) EP4428635B1 (https=)
JP (2) JP7756105B2 (https=)
KR (1) KR20240125618A (https=)
TW (2) TWI829479B (https=)
WO (2) WO2023119544A1 (https=)

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0784606A (ja) * 1993-09-09 1995-03-31 Idemitsu Kosan Co Ltd 多段断熱反応器の最適化制御方法及びその装置
JP2003233402A (ja) * 2002-02-08 2003-08-22 Petroleum Energy Center 処理条件設定装置、その方法、そのプログラムおよび処理プラント
JP2018092511A (ja) * 2016-12-07 2018-06-14 三菱重工業株式会社 運用支援装置、機器運用システム、運用方法、制御方法及びプログラム
WO2018216746A1 (ja) * 2017-05-25 2018-11-29 コスモ石油株式会社 プラントの推奨運転条件を提供する方法、サーバ、コンピュータ可読命令および記録媒体
WO2019159280A1 (ja) * 2018-02-15 2019-08-22 千代田化工建設株式会社 プラント運転条件設定支援システム、学習装置、及び運転条件設定支援装置
WO2021245910A1 (ja) * 2020-06-05 2021-12-09 千代田化工建設株式会社 運転状態推定システム、学習装置、推定装置、状態推定器の生成方法、及び推定方法

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JP2001273474A (ja) * 2000-01-20 2001-10-05 Idemitsu Kosan Co Ltd 分析値推定方法、およびこの方法を実行させるプログラムを記録したコンピュータ読み取り可能な記録媒体
JP3668405B2 (ja) * 2000-02-25 2005-07-06 株式会社日立製作所 ごみ焼却炉の制御方法及び装置
JP4828719B2 (ja) 2001-04-27 2011-11-30 一般財団法人石油エネルギー技術センター 石油コンビナートの運転条件の推定方法
JP2004008908A (ja) * 2002-06-06 2004-01-15 Mazda Motor Corp 流体中の所定成分の濃度変化予測方法及び反応速度解析法
US7113835B2 (en) * 2004-08-27 2006-09-26 Alstom Technology Ltd. Control of rolling or moving average values of air pollution control emissions to a desired value
CN101526814B (zh) * 2009-02-03 2011-05-04 东北大学 湿法冶金浸出过程浸出率预测与优化操作方法
US11885822B2 (en) * 2017-06-30 2024-01-30 Sri International Apparatuses for reaction screening and optimization, and methods thereof
US10901403B2 (en) * 2018-02-20 2021-01-26 Uop Llc Developing linear process models using reactor kinetic equations
US10996639B2 (en) * 2019-03-11 2021-05-04 Mitsubishi Electric Research Laboratories, Inc. Model predictive control of systems with continuous and discrete elements of operations
JP7376886B2 (ja) * 2019-03-29 2023-11-09 国立研究開発法人産業技術総合研究所 分子反応モデリング方法
US11853032B2 (en) * 2019-05-09 2023-12-26 Aspentech Corporation Combining machine learning with domain knowledge and first principles for modeling in the process industries
CN110648729B (zh) * 2019-10-29 2022-02-22 中国石油化工股份有限公司 一种催化裂化模型建立方法与装置
EP4102322B1 (en) * 2020-02-04 2025-08-27 Daicel Corporation Prediction device, prediction method, and program
CN111475957B (zh) * 2020-04-13 2024-02-02 华东理工大学 一种基于装置机理的炼油过程生产计划优化方法
JP7583535B2 (ja) * 2020-06-01 2024-11-14 株式会社クボタ 学習モデル生成装置
CN111899793B (zh) * 2020-06-12 2024-04-30 中国石油天然气股份有限公司 一种分子级装置的实时优化方法、装置、系统及存储介质
CN111863143A (zh) * 2020-07-31 2020-10-30 中国石油化工股份有限公司 一种用于催化裂化动力学模型的参数估值方法及装置
CN114203264B (zh) * 2021-11-30 2024-05-14 华南理工大学 基于深度学习的化学反应转化率预测方法、系统及介质

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0784606A (ja) * 1993-09-09 1995-03-31 Idemitsu Kosan Co Ltd 多段断熱反応器の最適化制御方法及びその装置
JP2003233402A (ja) * 2002-02-08 2003-08-22 Petroleum Energy Center 処理条件設定装置、その方法、そのプログラムおよび処理プラント
JP2018092511A (ja) * 2016-12-07 2018-06-14 三菱重工業株式会社 運用支援装置、機器運用システム、運用方法、制御方法及びプログラム
WO2018216746A1 (ja) * 2017-05-25 2018-11-29 コスモ石油株式会社 プラントの推奨運転条件を提供する方法、サーバ、コンピュータ可読命令および記録媒体
WO2019159280A1 (ja) * 2018-02-15 2019-08-22 千代田化工建設株式会社 プラント運転条件設定支援システム、学習装置、及び運転条件設定支援装置
WO2021245910A1 (ja) * 2020-06-05 2021-12-09 千代田化工建設株式会社 運転状態推定システム、学習装置、推定装置、状態推定器の生成方法、及び推定方法

Also Published As

Publication number Publication date
KR20240125618A (ko) 2024-08-19
EP4428635C0 (en) 2025-11-19
EP4428635A4 (en) 2025-01-22
US20250342915A1 (en) 2025-11-06
TW202407582A (zh) 2024-02-16
TWI827408B (zh) 2023-12-21
WO2023119544A1 (ja) 2023-06-29
JP7756105B2 (ja) 2025-10-17
US20240428892A1 (en) 2024-12-26
JP7354477B1 (ja) 2023-10-02
TWI829479B (zh) 2024-01-11
WO2023119711A1 (ja) 2023-06-29
JPWO2023119711A1 (https=) 2023-06-29
EP4428635A1 (en) 2024-09-11
EP4428635B1 (en) 2025-11-19
TW202326309A (zh) 2023-07-01

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